diff --git a/CIFAR10_32_bs512_ckpts/config.json b/CIFAR10_32_bs512_ckpts/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..46739805b49cb960e3bff63c99ae80ffc873d601
--- /dev/null
+++ b/CIFAR10_32_bs512_ckpts/config.json
@@ -0,0 +1,16 @@
+{
+    "model_id": "MD_RESNET_9_32_10",
+    "dataset": "CIFAR10_32",
+    "seed": 0,
+    "model_num": 1,
+    "batch_size": 512,
+    "learning_rate": 0.4,
+    "epochs": 24,
+    "output_dim": 10,
+    "dataset_config": {
+        "name": "CIFAR10_32",
+        "splits": [
+            "train"
+        ]
+    }
+}
\ No newline at end of file
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1213.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1213.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fd678e475fff77e3f86cb7d73493a4fc6e4194e7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1213.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5a03c79f1f4c963f30284e57d6eebb335fdca2ab0ca5cef2de8240a9451cd8d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1215.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1215.pt
new file mode 100644
index 0000000000000000000000000000000000000000..231e1725c5ad636a223650f7f9196a5fb472cd8f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1215.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:746d3e4ce8c26b1cc5425734ed8c5f0860834b1d9e65ffc6516dfedaf2acf7c1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1216.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1216.pt
new file mode 100644
index 0000000000000000000000000000000000000000..61ff679d35cea3fec8005a7ed44a9c5e9c2041e7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1216.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a35116acd5013e23efe459dc91a55cb38f784b7ba56d26c57e490984df0932e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1217.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1217.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c61b54800acbdc247c3e6e3f2a203cbd2b6a5111
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1217.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2b1eb41374b49d6f62d9c04c6f9f75d4c55792964a81702132faf946e8b5183
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1218.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1218.pt
new file mode 100644
index 0000000000000000000000000000000000000000..076078b82b949fc187f13d57a81fd8a8e910613f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1218.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77ad5d4305b5c3c82ee22dae76c6d1257e142c6120e440bd255182f784c62d84
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1219.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1219.pt
new file mode 100644
index 0000000000000000000000000000000000000000..026a6c6df48e3ed533321c411a18ffc33b3c2d0a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1219.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c429f08c0bafe63dbd05a4f92bb30d2bde92e77d8d9db7f05cdcacb11f9d0907
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1220.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1220.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ab6c0c3d3282236f4412ed982d689a37e06a583c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1220.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da96c7284a74c8f5e760183208633387cdcb0f758bc751e0d65eb1c144976c34
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1221.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1221.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1dc47726dd2989f8e4d6029cf12548b0d73bd387
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1221.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ec044b84401ea29d771603b4601df46808ccad545d303d0c0fb75a22003ca1e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1222.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1222.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4620781a3ef6192d4989a21c197713ded53461af
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1222.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6c94982d616d83a24b43ba32e85b9c8a040f8862025cddc9062d477df38b892
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1223.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1223.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0c99b216795a7c3b9f7dbb8b2d25ac0f467a867b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1223.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a8fcd8507a4edf8ac4fd1f850d9e7120846c405737700f25e31ba6fba613cd7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1224.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1224.pt
new file mode 100644
index 0000000000000000000000000000000000000000..637833644439e28bba008cf59abef49ee4d24130
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1224.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca05acfe1f8c994b4a76b797711b55ba98285f971cce326d80716c521a8b45f0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1225.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1225.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0f1946894f1665ce37d3ca0b143e70603c243544
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1225.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:faa7f0c1192a0026b544993f7e2008e0375d3a011833ee275ceefa754270b31a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1226.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1226.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bbb015682dc0607726c2e4b36af9d3432a5567d9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1226.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2aa937922ad8e59a0af6a1b22f117d3845bcfef0e87ada79e3968886531e7d03
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1227.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1227.pt
new file mode 100644
index 0000000000000000000000000000000000000000..18f11faf5e3ed3c56afb96a88626b94c04b9168a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1227.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a80bd256eabd2fc5222ea42e25bbcf2700c53ce437649d2853801bf31ad0f7bc
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1228.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1228.pt
new file mode 100644
index 0000000000000000000000000000000000000000..faf58ea3aacb86dd2674d208fe3d39334f20565c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1228.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1305aa3001cdd8ddd897990045c911a41f8c1ba370a98a2b47508753287f27e8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1229.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1229.pt
new file mode 100644
index 0000000000000000000000000000000000000000..792608aaabcdf01567990320e23b7912e1fd8f8d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1229.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cdd3c73aef60294eec94911943b69621230e5762f32a34bdf10527b8e359e820
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1230.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1230.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3018d1e9df98e9e366c41dd73b0bea823d22e382
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1230.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ba192a71d074c2d03a794f66f533da44ce2a2fd236339dc5072e460782929a6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1231.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1231.pt
new file mode 100644
index 0000000000000000000000000000000000000000..477e64a41c380b34eeb9667b38c9b62de1a817cc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1231.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f414dca99b9f462bbd3d44a385053c19367114bf73f1c4e48af47ab8783c6450
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1232.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1232.pt
new file mode 100644
index 0000000000000000000000000000000000000000..efbcb7e050ff3e1e7bb5cdb5eba77ee08099ab51
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1232.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e9ba98767d7c5856b3b023bcf6ba2621562c759bd2b0de1f12b3eb5da99d32a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1233.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1233.pt
new file mode 100644
index 0000000000000000000000000000000000000000..acd020526578d9a1d3e1814ed8f616d04c3d9c98
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1233.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b8121a5bdb2c8dc5f338fa133a4f37ec93681d20b20166b9b5fb3da5636f878
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1234.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1234.pt
new file mode 100644
index 0000000000000000000000000000000000000000..21e714ca01d673e94b2ea676cb58754f4dc3a8be
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1234.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5cc69ee3f7074740b4349b5cc04e6e208885f818234fcfa68dc35248500e32f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1235.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1235.pt
new file mode 100644
index 0000000000000000000000000000000000000000..353e3019ab4a690a0d3db3bae023950f031b603f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1235.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdbf48617c58f16d5917393c507248a966aa5ee13fe31a088d1d829eac2cf94e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1236.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1236.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0f8b86a4e026dda48d4ce0c30904b39eb18363f4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1236.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa2021efe65b15dbd8150f2d1327b420c5dde27c5b3e4e0d2b0565520d0d3e93
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1237.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1237.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c48f0cf2c95af014fdb9d82cbf39c5004a3a655f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1237.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8c8c1c5abbe440a0a7048ea576c58161ad68791d30d37b3545cc42794676932
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1238.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1238.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f41b88321481ec932c07a75ab7c803b0ace58281
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1238.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff242efd727caaa71fbb74e40857a85f6185d182c7c128a90a1e4f8213bccd5b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1239.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1239.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f6af363de0f788916f19d7a3eaaf0581a0923189
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1239.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d5afadd47662d79f5417dfb2be985199d5a34a202adb17ca9ca93f9906f7192
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1240.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1240.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9c81058431c03d6e1c5d3d65fcaf42c9f359a44c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1240.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c700a5433af7091a9b42a8e9b7489777a3c43ba7b7064b216cc99e6f82c1692b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1241.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1241.pt
new file mode 100644
index 0000000000000000000000000000000000000000..42bd5c526467cac1a01188fdbaec79b636ae039e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1241.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:965c910c93a98cfc094433fe754f774a19da6f0c55a5fc259b4370e1ccf6a580
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1242.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1242.pt
new file mode 100644
index 0000000000000000000000000000000000000000..22007dffa69d663a209691081eaac79919f11ec1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1242.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c05a07bffdd77ac15e290ea304afce1299b22c1a3f02af188edecdb34a334b78
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1243.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1243.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a8ae990a148d8b8625f7142c7c4275a29bec40d0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1243.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a2826a79946b100fc58a7714f457c09d088000a8d1446fb11880e25809287a1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1246.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1246.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2535d75454ee849d3d036330f4d51eeeb3cacc6a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1246.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0235983d588b7172d5547096480c3ace5e92325b7e27fa4871175be43fa5a469
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1248.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1248.pt
new file mode 100644
index 0000000000000000000000000000000000000000..749b42e76db104bf204d43355b75b7d9318e7fd9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1248.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b850eca47b82929a9a8b69a7e5d6476b60f211a0a07f8bba439bf189536f251a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1253.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1253.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7708b4cd0cd96d9ef494831b7cf316eb3a978ca7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1253.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8560e837f4394a0afdfb392c447f86deb9516282105a2ed227317a0b692f05f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1254.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1254.pt
new file mode 100644
index 0000000000000000000000000000000000000000..05753b520a6444352b73a17e97f7da11f7533dcd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1254.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:871bd1dcfc36992adc336c424e5766650b519a908a3719f862aff00e764b35fe
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1255.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1255.pt
new file mode 100644
index 0000000000000000000000000000000000000000..61ccae6314ad490ea98aa9ead0ac8df24795b6ae
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1255.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92fbed7b26a128fbbc38cf0ff63beda215d55e241e431fcae48396207669eb96
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1259.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1259.pt
new file mode 100644
index 0000000000000000000000000000000000000000..013b5c8d9a5bd012bf62c6c132b4f8fe806a3b0c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1259.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52fc912a73f3f852d3115bb7d42d43b81994f1c526224e2a8f3f2c43b6034f23
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1261.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1261.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fb44ca7e9cebb2ab8815ac28393ae2cc8a114bad
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1261.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:106eff153ca5db50676c05aa38c2347af5a9cce7c96ea5d0b22020b1e332e817
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1424.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1424.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9743ea9a6b561fe7f23ed8ec506d1cbb75aba608
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1424.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0304d685cf71370a379aaaa39276847c5dd244ae70043e9ab5f2569681d3089c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1428.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1428.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0a418dc76d7679271528d5b055a56d9ea3914165
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1428.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b6d1cf4ae796d7e1d1eedc73b522651dc72184f1e4eb24850d222aa9969fb3d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1432.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1432.pt
new file mode 100644
index 0000000000000000000000000000000000000000..496fe09d153b650b611f0edbb492052ffa4f8ace
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1432.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8186ec39d32bb10865e4ca058c6c590f82d7786e0fb48d74b73fd86fe11b4bd6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1433.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1433.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e383233309f170ed663efd437d802b9642effcb9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1433.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b6973001b0212d556ad5803d1c49f60110dd0803f2f650e8f8ec52dd0864c8a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1434.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1434.pt
new file mode 100644
index 0000000000000000000000000000000000000000..82f848baf441e125a36a4610625fba6097df614d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1434.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:688f82be41f319114454684cc538c1dc2de635ec602fc264298520f3dff7cf92
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1435.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1435.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e1b9cdd1b5f8230472581ff5499db8d33d33675c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1435.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3efc080dc451e584f7ada349b38f74c8cbf262496d55bbdc1826ba5fceaec6ee
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1436.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1436.pt
new file mode 100644
index 0000000000000000000000000000000000000000..447f56ac6c56096bbfcf7ca57e4c0728e1f17e89
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1436.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d2318f498d4fd9175b27b0f18d635f402b68d0fb4fc006ddeab2f10fbe60f9a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1438.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1438.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2c9e4e2287c6692cb88912a067c5ed692c0d5315
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1438.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de708ee3eea2018f2c69c27728426f54d54a98fbc8edf709fd319f9f228c6e6e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1439.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1439.pt
new file mode 100644
index 0000000000000000000000000000000000000000..770fb3b729350fc2cb5fa26fd543cdc7d3c2cf2a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1439.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f4d4dd8821ff0393051950cfd24ce905bc4f34d38209b79927ac35aa290f66e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1440.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1440.pt
new file mode 100644
index 0000000000000000000000000000000000000000..84038eb859afd8676ae59c5f65c7ab300f8fcb5f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1440.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3c7615269bf7f3548cfb9e27d34e98a6d4ee565e7dd7fcafabc5d76141a17ef
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1441.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1441.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fea9b6b5570da298f01287bcff7b874f2c112b75
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1441.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e8d7a4de8c84faa6b00c54339183dc8c91dba08e7e21c226afec9fb8d7e18e3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1442.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1442.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3411903033fab575854fd8f3646720f8a4c0926a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1442.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3195fea11ca5c05b05d18c8590525bc10b9dc09617a4b1b05ca49711668d7348
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1444.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1444.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d28a1d150128e092db284291a19d26c1c712323a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1444.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:174a415bfebe52987645188e195b4dcc315b7b068489963f84ac995038466346
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1445.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1445.pt
new file mode 100644
index 0000000000000000000000000000000000000000..414aa1100c7245c9063b52ba6ab12046aa6ae0bf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1445.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64bfb6dbd89f8b75b085d1d77c553c9a1b4356e36125364ebb058cde5fc66b1f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1447.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1447.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a5217e3d07629abb6dbf51f9f3692061bc409943
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1447.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5475154c9c968911bd6b2ac091a1fbae808f2cca5ab52831b37e8902262ef4c7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1448.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1448.pt
new file mode 100644
index 0000000000000000000000000000000000000000..aaeb2eabf050b2d7169d9edfbe7cf09ebb883a37
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1448.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:871e6617527bc41b147a8014328b50deb70e11ece7b0958a3299d1ca672c4b1f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1449.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1449.pt
new file mode 100644
index 0000000000000000000000000000000000000000..98bbd310e59a28cd00e0ca7f49fdab369ece3241
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1449.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8cbe407f672b939ed6f85b7170bab11b69a163931a5e96e8fa2301cf6e8fc38
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1450.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1450.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5fb8ea262d73220e3bc6003bf9b656a77a68c8fa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1450.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02024c563007cbbf81b239df71cfe322ae15b27b78de0e29cc6791b03ce4a069
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1451.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1451.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a11e63601b9cdd11329f69afc4ad3fa474ef2d4c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1451.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bfe91d0dbbc38ae20bba4e583302ebc3338db92a650682844a7bfcef8571ca3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1453.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1453.pt
new file mode 100644
index 0000000000000000000000000000000000000000..84a6b8b04c094ec49c67283efe7a1ddebf47f9cd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1453.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:449e4f187cb0ab0c166ecc394997d32829caad752dbee04298dd558a5c6d1030
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1456.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1456.pt
new file mode 100644
index 0000000000000000000000000000000000000000..97cd6e7d7b9e00da05135dd0d3ce6e20d1a01bad
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1456.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:299ec973b8b3d9f6e6a304a92d849cacdf22ce0153b0764d8babf62496dd46df
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1457.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1457.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c112331f50730aa8dfd01339af0db7396a8d75d0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1457.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22b178a651bb418418e6655c90b4c9804a48ff51a9ae628deee6f286b4563a65
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1458.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1458.pt
new file mode 100644
index 0000000000000000000000000000000000000000..af7637c292481d18a78dbdac0115b7c92283b485
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1458.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6635b32c00797f1cba31a0d0c70d3e9524c3ea5aa85731b4be60bc4f1ef0cc0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1787.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1787.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7b96483529fdd4249f32e8d9d8c0e0515e79f93c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1787.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ede529dd4e62fdfefcbc152f3d4b663837052af26532d4889d8c44aebdd631cc
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1788.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1788.pt
new file mode 100644
index 0000000000000000000000000000000000000000..49c44df9de8634869e9ecd734993015f07c1afff
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1788.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0c7e45222df96e26b8a8652b1824209d43e77050b9d08b7964b879bc8bb8841
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1789.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1789.pt
new file mode 100644
index 0000000000000000000000000000000000000000..79c3c5d4c7ef6785761d2ba5f8cde0a91fad84d8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1789.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c702a77f9a3d56a4bdf7e297e397b984f8033827358b4433cc0795e6739e55d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1790.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1790.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b7b21c4cbeaf6c20145ab42bd2a8f05fc028ad38
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1790.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c92b154aa603765708c57325acb671169e13cd7b388728f9035e3203eeb2cfe2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1792.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1792.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4fc4e1f9e35ad5115f3929e997c6eded9b81ffce
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1792.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80e04aa39ec81b1d6db4e1c61a4e5981aac3c241fb3b523c4422db60086cf3e2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1794.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1794.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8e846b7cd54ac040892ca5548cc703f3a3655d0c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1794.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:357a79e6f47f1b1d2ec8e9dcfa9e789e72cf01bd63c38a4f085d753fdea2d8bb
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1795.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1795.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f7373a84c0bdf252cf8414ab1cf2b6fc7f3fa7fe
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1795.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c9058104d1e0b43851a4a09ea0c6f405747798f4d2e1722e1fd3146fbd181a4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1796.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1796.pt
new file mode 100644
index 0000000000000000000000000000000000000000..54ff0c31f7eb70c56c5c9df615a9a558bf7e91a4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1796.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5628232aee265fca4ae4770062671d2f42d8212638e46549a55e47f0808ece4e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1797.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1797.pt
new file mode 100644
index 0000000000000000000000000000000000000000..95d17381bc9dce9b7f975dc464acab89063f4f74
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1797.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91a61b06a2ebc7478a9594c30c37c55ea95058c7b9768b31fd77a4b9f2cd011e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1798.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1798.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f29c5b12561c2012e305975d30160cbcbd624b7d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1798.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97daff4af37c8c45ed59343587add72d6ba8d3902368a349bd5825023eb50ff6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1799.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1799.pt
new file mode 100644
index 0000000000000000000000000000000000000000..406a495c5349c1384a3e422ea24ab5ca661fdae8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1799.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c614463bae2276a38fc8fea7909d5a43a53d1e28ea05daf2d5aa8a9039fb616
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1800.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1800.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bbb33282f5a55bb8112b5cb250b399459ad93abd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1800.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f66c50efb8c197ec58fe37a574bf758eebaef9ed8b5a9d4f428b036aeaf5b03
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1801.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1801.pt
new file mode 100644
index 0000000000000000000000000000000000000000..30ff60a5169419978530fb393bbc344ee83c7887
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1801.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:770b1b08755e4417e5caead8f75126cd389b321ca8db51d05f4f9d25fff12238
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1802.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1802.pt
new file mode 100644
index 0000000000000000000000000000000000000000..45d0f33634f38674bb2109d0bd2b45c7b86d115c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1802.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:596131efdfd191f671facd23181daf08f1950c4873e9e68076841fc367335cb5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1803.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1803.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8babc40d2647ba321f3c73d154563dcbcad3ccaf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1803.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa32b57d3518031235f4d0a540709afc8d454db8aa7812d20d209e91fa1c5dac
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1804.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1804.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e013ee0a67fc66c2ed147d31d4736a2fceb06b61
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1804.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84aa2d54fe2be52eda128b1592fea2e1aee0c33a15f5dfa8fafe50510afc474f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1805.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1805.pt
new file mode 100644
index 0000000000000000000000000000000000000000..94b9dccc17eb9505db1795bb49039148c176764b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1805.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9970e3d0a0882d16bb2dcf569d6917b52416c740e5a29424242d89ddb5d9184c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1807.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1807.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b82189078fa3ba50cd0274b2925dba1345d955e2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1807.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4751f612fb9aed6635902e27db26ab8a8dc25bd95e01009abb13b300a20bb598
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1808.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1808.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a368ad1472e3eae27783b8333b67b96c5c23e92d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1808.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:633a2d3d3e188c5af6ff06b507a91f7b7203a8485dcca8b7d8ed489afa879a8e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1810.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1810.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9e3a6fd7b57f54b3f13222a7d1feea00bc05fb3d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1810.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42bff3f4fde3bf840aa9b6039cf15911317475720113d3b595f633a123815a95
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_1993.pt b/CIFAR2_32_bs64_ckpts/md_3/step_1993.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b9441c3b0d25005c20d7d6110712c56389cf65fa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_1993.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa1aea0ec3495d9cbe56788c62792a6af223f7fa8b72408e101ab23d0cfffb17
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2000.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..22d4f06965a32385edf8b9adbc4278348b8da7ac
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b43bfe8375e31ad4bdfc80a80dd3edb5b36a96dd3036de00152c7afe8914107
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2003.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2003.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2b704e769e86f508a1a3c24d13f01eb01b2382a7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2003.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87282ec007c1c2603783e52aac0c8fe661e459586ccc8d0365f15ad20a25354c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2004.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2004.pt
new file mode 100644
index 0000000000000000000000000000000000000000..31464c5fdd99d0427f1a2d1e019b1320d682b259
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2004.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de37b708198abb04fe9fd85d1be181221007d336cc6b99d309bf8f76291d60d1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2005.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2005.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e66dd3f60ca35063f027835c1c35f758b6093d97
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2005.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5dad3a90999ebf801746385ae37167458431201b369f86c5ac2df40078ce94a9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2006.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2006.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0a15cdd8c73f3daa42ddc1a8066896bde4f6d16d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2006.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d7f708f03fcc8c9ef0cd1977793f6cbd51c152a8cf8d65e9392f33f7ec16d1d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2007.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2007.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b59d3e071cc158ab60eedd57c33cd82c7c90b4ee
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2007.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a79ad349cea6396215ec9ac27bcf7531e1f8b654c1207a598245600155f41d24
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2008.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2008.pt
new file mode 100644
index 0000000000000000000000000000000000000000..12f970de428f90a24bcc5ade8a77463c85cb280f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2008.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1be6777f3583e8f5c1876e3e4ec31abfeaf76954d97bed65c4b8b25232d3a7f2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2009.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2009.pt
new file mode 100644
index 0000000000000000000000000000000000000000..501d35c803a6655073356b5116c7299b13314a85
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2009.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8efd6e4a0d0109dcb45f169a6d1cb26b329232b3f222e86083206a7cf090cd6d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2010.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2010.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6b552e26d14c74accb1e6a9e9876b566e4cf8ef4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2010.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:990bb7478edfac0f11b663626a294b36f0e6e8e6987317edb06516a65f6ddbff
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2011.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2011.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a5037fb21297fdeb97dcbb567dcda1e6399219ac
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2011.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1245db1f552a863a608ce8ea6ef78e50eb4c5572fa73b3336e588bf4b983ef62
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2013.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2013.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4ce8e8ebb599ed1a0fa5a67dbb81501efbb41b79
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2013.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16263734ae612091f4a02aeafc479e1ac2734d560d4ef0499f39bd33b148526a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2014.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2014.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2c3c5b65885143b40c17ddab608373310a66da2b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2014.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe93a68614034db1299635ad9d1de2e3a7f984d5460e7768fa2d761132108995
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2015.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2015.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3bf4cdb0571624f38977b61429253e2077b8a00f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2015.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d92b3000b6cd38a86956a863d0c49bbe4880895c1943bdc89afb9239b5f1d55
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2016.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2016.pt
new file mode 100644
index 0000000000000000000000000000000000000000..949784b87e09ebba360eb65a6454702dacfa7426
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2016.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48509ce29239165fd10be9b881dcb9c57127f715330d769ac4178cd9b47eeeec
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2018.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2018.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b7905e97c1a51ec21d15ea6d35d542cf1b40cb1d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2018.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d406d9403d7c29db3391100719454403a30da1c03a4af32669527c10b03498b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2021.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2021.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cd7ce97fb96ce0ba5ff4d513b449c7cab57dff75
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2021.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2985a552491f8e7d6e4a6cd95aba97387620a63c19541d51f04eaf0ad48a55b8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2023.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2023.pt
new file mode 100644
index 0000000000000000000000000000000000000000..232b3a5271a63ddea34b983f0cd750d96caf6b9e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2023.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52797e7dd8e443d83ceeaaba9e8ba78b74f2d4a39eeaa337a7cc166b12bf33f9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2025.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2025.pt
new file mode 100644
index 0000000000000000000000000000000000000000..90a33f11e1395ee4f97a8548b0b3f305c9edc64b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2025.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dab8cbccafa7c666df76021fd92fce347bb91fb6de0b635f253bd0e263d7bbe6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2028.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2028.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c4c8c6c5ea3ce48327d8722ba25bb545f9dbb168
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2028.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a784c12872f4fdf1ac0c6d12533729af51ac0dc309727b612cdfd2e483489de
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2131.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2131.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5abceb6e3fc51c37c24fbbf476bee9b978ca3dfd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2131.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a68d54ae79ac43e923633c9f92fff62e1974a02a878629784496e0fcc6b1ad2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2132.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2132.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5a481686c4379452b88fcc73097859b7ce37dd9d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2132.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d628de989b2958715e7d4866ae4b6b1dd53b2f919c4739893ce51ba529e1267b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2133.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2133.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1d8cf334bb9f7391722654f71f80e0c777e6cd78
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2133.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8451087806d99d70c54896daf8a8dec9444e83c8c9250ef52779acd3a13cc0d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2134.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2134.pt
new file mode 100644
index 0000000000000000000000000000000000000000..441138fca5f52d01fc92600e323e72348362bdd3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2134.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f5454518c1db658e2c64ad3d6c80411f8297e67433b8d31ed77821b15e9b003
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2135.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2135.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ce7fc3209fc4dde59365daf8aab5d59c1887d0af
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2135.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ac545606afaf44c9c2d07a2a447cc5a12d84d36dc04abf32289c03602741c66
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2137.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2137.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d0704d5652784140f3994662ec66023330946bb3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2137.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1e437edb638e74944c03f82f4a88100965fb7247cf5af3ec35643c7d3871722
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2138.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2138.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bf4f28b86a04ff68f35f200b240d9814e6b0b6ee
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2138.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cac282b970ada181f5e1e61328e631875cc3671eacfc6f9fc80b7780fdb80459
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2139.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2139.pt
new file mode 100644
index 0000000000000000000000000000000000000000..42723d5c5e75ae226ec003acdecab300485c833c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2139.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ffccc5407cb4efd7c22e10eb07af29ad42b0d77d141274927c096db1d3ceda0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2140.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2140.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a053c39f6bc1af2f4fac8c2bc22d811d63ac5d76
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2140.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5b57e3905cae8bfdd89d1eac9fd8cd202c7d3a0388fe016cf32ce82a885dead
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2141.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2141.pt
new file mode 100644
index 0000000000000000000000000000000000000000..014dbb09c06bf9348069fa3c929be08624d3fad8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2141.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3b42a7632f759ebc3e1932f6dea4d664f4cbb7a59955b9100fa54fd62476ff6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2142.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2142.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ee6439e1c748a480329e7b8edeb29053fdd719d1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2142.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2404fd481f651318c99096302456114e72cf1845d145a80711a0e06ec0f9e804
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2143.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2143.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9340a7c5554c97f7cd15f8199eae35796c75c6d8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2143.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf44fb196f60bc9c0721bd23f3388138fde3922699167cdccb2db4282f19789f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2144.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2144.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e38cb9ac4641576da26daf69c18ca0434fa2d48e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2144.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:201252aed8d70d729a70f7c5d3ebd960bd6bb945bab5a2cdd9e255789bfd1e00
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2146.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2146.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b7c04811c20e653575ca7350f6bcf72cf9b98b50
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2146.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf99dd782dfdc126cf8f9eb73417cf02ed244c97fea510161f255ff91a89623d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2149.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2149.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2c1028c12f93281a3d9303fef48bc91cabfaa19d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2149.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4fc1ea8015419b83480e7ccd185b76891ead3b913291b2fb8bf4ae0aa89f0d31
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2150.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2150.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4ce67de0c51e4bf132bfbbc12a5261f178917864
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2150.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e259efb118fd3e532aa6f1d7b2550e182fa64012cc733061c5823bef392fecb
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2151.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2151.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b494ede0e76b05a3b4cb2c346e3e527de9914171
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2151.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92206acb62e6780d8b939c3bb1753a4177125db62669803da0eb7a9d5a457f7a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2152.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2152.pt
new file mode 100644
index 0000000000000000000000000000000000000000..19e1de39a178c9572f5da3c3e4b40b67e6b2e330
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2152.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8abfda59d42fe9ec5f5438617c1f4ea26949f41d7c6496dbc8b802df4bc8381f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2153.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2153.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e847137cb1c48e03cc9b53ef7226c247ccc56b94
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2153.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b1908c194b6b8e7d7c273043aae259375284c3a7d5c313c02076dcb38642a88
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2154.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2154.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6ca79e5e953b1d77426c8da6636d0e931a04233a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2154.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cda54cd4110f2902d91932f9ef6014852c01b4d38fd3e3c076c52caa31963ce
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2155.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2155.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d73657a836d794265e1da1c1f05fdaf3cd427deb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2155.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7a5821befa8b10eead363bbeaef08f73c65ee1f7e2bcc50c6e3be3b330b0ac7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2156.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2156.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8690abf4fc3f81a3f6b1137cf818deb6b51fc6b1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2156.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:258905967cb3703dba7a926ddfe0c7fb3d24e45ccfec0444b39a1594d4450fc1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2160.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2160.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f72f7be7f7f4fbb7ae9a5571afd3f61ed7b842df
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2160.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c5a8a2cca14e49a157fa966501e43dc0031f1668c274d05042bbb30d5099026
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2161.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2161.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8ce49ff6391e66e6b5e079039281f91a2f8fa518
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2161.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3c1a3533330b33a9396391559f3d9e619ff3353f9c9a4288400622c4c84477b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2164.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2164.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3264a918227daa1d86764e614dae250f9e0c5671
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2164.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:344fafa3a34768aac76e9ce1079d07a3c0dafe864c5b4b3d9afe68007b2f4142
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2166.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2166.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c91c62594949163ad1461c9ad299f83af5722d4a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2166.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e8b381dca8cd7b5732783f8aa04076c2728f73c1911a1f28cbf592d0763a83c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2168.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2168.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6792d57170a1b656e7f04d4076931284c86d6a23
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2168.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:892b7fdbeac82a3053bdee78d2b5c76d4f8486f09bc3f14bdfc91472b2e5bbc7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2169.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2169.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0749f7b6a37125d019d4732b5e5365f071a4f841
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2169.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0463015d4790be78df9953c7797240be3ad995b3b390dce6913049e273bd57e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2170.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2170.pt
new file mode 100644
index 0000000000000000000000000000000000000000..029110603d2b9951550c854505a1a566b512d4fb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2170.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf69f233bc2c5cd5e0a9ba2be1db7795d0d0e57447aba935253e41057c4076cd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2479.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2479.pt
new file mode 100644
index 0000000000000000000000000000000000000000..577b87e8cfc3e7745005d5a07ce0e33da2a12a93
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2479.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da1e1814b74444c4050c8461d996c95e519f0372741b6ccd3de192fe5a9b6be0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2484.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2484.pt
new file mode 100644
index 0000000000000000000000000000000000000000..def5e2c8e47f84e40f84cd6619edf05876c10356
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2484.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e21866a2c72324b9968d1a34d1b505c4bcb32581258cbef10a44091a5f5c0116
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2485.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2485.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c353fe9868569b506289fc764b167fa9003af76a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2485.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51078cc3d5ed070254a626d960e9ef9ef35f0a7c608d78ecd54acc5a949c85ae
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2486.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2486.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b9588e317dc5772e41b968e157b42d2f63920a30
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2486.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e54067cd58e49104b69d9474f3275f6501e1dcfe6d2a844e3fb4f01a8b09be37
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2498.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2498.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1e4a0caf1fde21b46c2e446450a0661760700b9b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2498.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d41efab34d3868d0ec5164e03e9616f7ae34f649ac2c80a15a7e6c3ed25c9b6f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2499.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2499.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ec1965dd38af0fcd4dec55e2c4de891cc460f6f2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2499.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c01983f37607a71358bd5ca11bae24090cd98f964d4fe7c8ee6e3414eb7e346
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2500.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2500.pt
new file mode 100644
index 0000000000000000000000000000000000000000..65c072e1c602797460aa42d0bdf6c2905664851d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2500.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87b05e894e770f21a03d0ea419d441728ed0c14602e3845de3ad872b40b7e69d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2501.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2501.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c771abc9a3823758404e960d57f39577a6ac8fb5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2501.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:782757354c63b6e91c488279f28c4d1c2a576f857928de54ed2c04d4d2943172
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2504.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2504.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ec447d6c7205eb746427180b52ea877bfe307f55
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2504.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e16a9e231dc72a7e9f55adffa9e5e77c3942a86a3777acaf33505d03655029f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2506.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2506.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5a9704dea69d74eeebbc0e5bc2f0eaf7b8df34f8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2506.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6b600c944937c184dbb18ebc0a55e6d29dd2c706407ec445986fe696e2e0976
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_670.pt b/CIFAR2_32_bs64_ckpts/md_3/step_670.pt
new file mode 100644
index 0000000000000000000000000000000000000000..11573297a06e7a537f49f16ad7ff0d4d7862a5ba
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_670.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f361aa7f6dac8617884d1c3d408ca9ed8c4faf2b6e117bf255b148863b1aa42
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_674.pt b/CIFAR2_32_bs64_ckpts/md_3/step_674.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6ded5f7544ba55847ab3a0f582c982a1196de33c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_674.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8120d1c831429cb2dae32bd99777577b6bc3899fd0c30d391dc0dc1202d67a15
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_675.pt b/CIFAR2_32_bs64_ckpts/md_3/step_675.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bddda74282b501ace8bd6faacdeb9897944307da
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_675.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9086b2ea9dd302498b8c443552c8d80e11814f787ae81b7cdd672655704aee0f
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_676.pt b/CIFAR2_32_bs64_ckpts/md_3/step_676.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a7309429e27e1c0aa99458c3bc0bf9e211964573
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_676.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0930b6af2362bd885dd4cb455551614676e3fe4d2e877562eed1f0ffcd103d02
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_677.pt b/CIFAR2_32_bs64_ckpts/md_3/step_677.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8a66088493905bba0439d53799728a3bfb845c59
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_677.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be797fa2cdaff12fe50b01ea6a7b34ab8fe7077665634bf9e858b936e7f89de7
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_689.pt b/CIFAR2_32_bs64_ckpts/md_3/step_689.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2537d68ac8846093f1f16e4b085b49b14b6958cf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_689.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da4480ed502713ddea48bd53a9f9d0bb4025d24c186e96ba26a43d01c6febf11
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_691.pt b/CIFAR2_32_bs64_ckpts/md_3/step_691.pt
new file mode 100644
index 0000000000000000000000000000000000000000..433ac6a22bbe345cb9efc3752a7cd4e84b456d25
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_691.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b669f4e5e509707a513e487518f00d327781138b3fa514d2442fd55a845cc63
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_692.pt b/CIFAR2_32_bs64_ckpts/md_3/step_692.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6ee9e4803a5ccbfe243f3095bef913708d8ab5a3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_692.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e25e108a36395634257d30d714ab52c093cbf4c87a9d04aae3f305d1ce9c4bf
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_693.pt b/CIFAR2_32_bs64_ckpts/md_3/step_693.pt
new file mode 100644
index 0000000000000000000000000000000000000000..675a575ab87d6dea5489b8451b7e655b630c4aa1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_693.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e69cd3dbbfe195c3aa44545777ce4c3f6972a02c0ff224c7538875e7268db48
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_694.pt b/CIFAR2_32_bs64_ckpts/md_3/step_694.pt
new file mode 100644
index 0000000000000000000000000000000000000000..41a896e94335392f502c4e567809f1a0533de534
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_694.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d9079dc012de3b44c894e82568ccb6b03f1ce093c5445a737b16742aa520932
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_697.pt b/CIFAR2_32_bs64_ckpts/md_3/step_697.pt
new file mode 100644
index 0000000000000000000000000000000000000000..200ccc54453e937fdc14a8e7fcd68301fba8c980
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_697.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:491f2e1d320d6cbb294f109b533529ef7098e353decec2f3a59fd36922e8211a
+size 9126712