diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_2647.pt b/CIFAR2_32_bs64_ckpts/md_10/step_2647.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b656f64aa92d8abc1a08f35eeb42bc294ad9a6c2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_2647.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58bf1aa14c222b20aa530d75207ddb8e16dbdbf40488ab4295cc8af4a9b4d28a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_2649.pt b/CIFAR2_32_bs64_ckpts/md_10/step_2649.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d59c493c8f03851e7652305f4c4a57e6f86b9b94
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_2649.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fbb9d7219ceefe9658a3f0d6e6372d1ee39fb1a7e429ac3f6905e29b7829f811
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_2653.pt b/CIFAR2_32_bs64_ckpts/md_10/step_2653.pt
new file mode 100644
index 0000000000000000000000000000000000000000..27037636b6bc0d016870d6c4c33556846d21fc46
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_2653.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f7028c919b9210080be609ef9570ee39a957b24d287dfc414c3ee4efe9a9a7c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3409.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3409.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0dc302ff2bea10a7d7bf1865d02f2aa344301de0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3409.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5fca2391872de277d8b963636e428bb2abfb3f267685560555eef7120adcd534
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3410.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3410.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ecff4e4cbd9986a7152a91f3712aea411caa21a3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3410.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edc17573e6ddc0c95961b1b31b2e367a7bafdb97d011900be784713fe539df33
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3413.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3413.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3c60dedd47e463b568b7a63f9bd904c0af59df1e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3413.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1438a99610a19d024b4db916892626986963224915a91300ed88cd59831bc221
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3417.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3417.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6f41803d1ba7b39d77b504892952b69e48c9ff1a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3417.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27fdd8c98855a79bbeb8d38341a23b5e9e5789c36b5f1639f199460cc503b2a4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3418.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3418.pt
new file mode 100644
index 0000000000000000000000000000000000000000..342c073fdf6ff61f9486fc78d887dbeaba5ee6f4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3418.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9bacf43d8321ed1c45e3375e6f35bb6b3e09640cd09fbefa08853bd02717bca
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3420.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3420.pt
new file mode 100644
index 0000000000000000000000000000000000000000..692ceb4be2431cf5c5cecea0c5c264a8fb236afa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3420.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d2523b9e22c6a64bad9d312b8d56d50514a9d86f3ad497cbea14bbe053a2d37
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3421.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3421.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e6c984601645d3202cc5ba9afedc468f6113dc91
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3421.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f63c020e884540b0e6c49e6485ee82358df22b03960596038a065a3653154c5f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3422.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3422.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f2ac81592cd5b076dd11717894c558e1d5ae2f96
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3422.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cbf722f054bc5a39b2374fd7d392d322fcf13a16052d6aa6405a7ebd4244bbd6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3423.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3423.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9446bcf2ae9a1e8803057e0b90177e89c8990fa1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3423.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90bf041139bfa5902e8a98a4d0054476883381c7793090c2296b66a05755a43b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3424.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3424.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6712525e491cddcf22529d8c7a415ce31de0bdf1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3424.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3491c603eb158ac5f3728a3b5c2a36937a3b60f146529b343398c8d4492cf911
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3425.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3425.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ff0a49b833a8f9289cbb49120c4aa288596b4dc5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3425.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:109e0d5645cade00e6b12f66a6568c58c5b23939769209c0400e35cf221f3a8b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3426.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3426.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4bb4d7a5516f9d0683009f8bb153ec9df5328665
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3426.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d54e537e065ab21866c6f4940bd0ed1a4b4b327bdab4d44dcc12975775d63a9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3427.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3427.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e18ed2f2f7595bde66e81a38d1102ace9867cfec
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3427.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecb71e73c9e4800b7bd9fc18428a3ee31b7c47e6486e81e0ce1170dace53a115
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3428.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3428.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e49167b7bf8968f0cd4ebf7ea3e34ccd66154f5e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3428.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:82b844ab22a920aae513cc9f40997c6058465594f6e8392bb512e67a26ee7d96
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3429.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3429.pt
new file mode 100644
index 0000000000000000000000000000000000000000..628d9e5dac6eb990cb2ce727fc8fb6e7c58b1b07
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3429.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a170b9ee7e52ce24b0823ec3c0e59d3db23038ea92dc46a0d114f0dd9a0cd58a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3430.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3430.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f43d726b5f13f18832f8a615945605b6ff9792a1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3430.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9db6d098d4c47734060368e797917992b49627be5ae0ed0dd89219e5556f076
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3431.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3431.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6df6652e199da0b0d7f0fd66974ecb6147334cb9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3431.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2ad1b7edfed468827910a3a3bf650d2eb877d83028ae5f4903e00d211d18517
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3432.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3432.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4b9e9b780eeac3870c74127558c0f83bf109abff
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3432.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47dd8b120fbf2f6f756d536c117299b49ec248af559c0cfe9122d1eed358b96c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3433.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3433.pt
new file mode 100644
index 0000000000000000000000000000000000000000..635dec763c13a87a55d0ce1706bcf678880b908b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3433.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4eef475c1b3f4e93f733a02209bd0c8e744dda1ca8ff37950da7f659de2f68e6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3434.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3434.pt
new file mode 100644
index 0000000000000000000000000000000000000000..622b29491ffc76f45e8b80447cf9137e030452d4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3434.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa054e05f7a1acde9d86716363aa0be66374a9086caad4788137100682e01efa
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3435.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3435.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ff8f9ab4847bd6ef6393932c18429e3510a2ed83
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3435.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04a03f0b63faa1fd2fe9ca64280e5bec99d8bba217a773f7f22f993c7fb0ded3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3436.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3436.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b8f6685f0e17fc7288ae896059a9db63ea3fe385
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3436.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23aa64477d9e1539f641d25732d643ce4f14fb371b38310575d3f43579b407d7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3437.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3437.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2087703e49a7248e8a8c20bb612ca32e8728c083
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3437.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5fa4f28156a07e547597dffc6be4bf1052402271dfcdd044e3cfc368dc4ce726
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3438.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3438.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a8b9304583a6af72d26d0e937e70f82d506ec305
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3438.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b57684859538ea8dc2a0ed52fcbafb9528fd89fcdcb04c5d46b222190d7c7411
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3439.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3439.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b0064c819020348f7f6c844edb0980fb93688d48
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3439.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9fde00cc2d196b3a12c2d21e6025d84a839f038c78d71a0a2715b400cbcb683
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3440.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3440.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3b4ca5aa487263cb5443a1deb0267dcac784d3d9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3440.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a823f66a59172a7ba718e9629f3b264b255d1fb01d435274c7be87651aef6081
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3441.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3441.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f38ff1a290278b18c224eba2f18acd1413fd2713
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3441.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ccc8e1b96ede187e6218b19d426ee407abc1e413c1bb8962be8d6e70d7b41b6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3442.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3442.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d42cba9c2c8c981fe54a45bd74aa6805d1813954
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3442.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdc8f24a86f372d6c9b7a13ea79891db5d063709761c7e57cc96361a44ac8821
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3443.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3443.pt
new file mode 100644
index 0000000000000000000000000000000000000000..57a19ba065f85535ccc254dc89fd4aae26904b53
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3443.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03208935ddc3b538b8fdd236ed4c27fd4f8a5b21f6d13d088e3ddf0acc4d967f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3444.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3444.pt
new file mode 100644
index 0000000000000000000000000000000000000000..05f8e89f95a2dc9b3f860ad18559a4aa94a046a1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3444.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e52c9770ad46cc80ca53d5f353a3766dd52a8b2546ce65414a51c90337f9166
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3445.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3445.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ae4496d4995c1a8f4ff722126ebffb4a66f73fd8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3445.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e63b1d98294cdaf33d0c7c3525cd361e6054c177687f4dfbb5daf88cc420e79
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3446.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3446.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a28795b1d4c3defe488cc9abf73e330665cb30d2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3446.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c465d50c6c69b6714cb6f53c561290950c9821b0061d2dee5b19f9194fed14b4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3447.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3447.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4707e42ab62dc00907e9a8c6213b265846f165c4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3447.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4b2020735b3a49b30a1ad85b2a7c535dbb62b8c7393700c2ab928764599e8d1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3448.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3448.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f599d4c0920dd705d60e029e0eeb5d806be44d8b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3448.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:243b4f46e10808ac16edc200643f8421379fa3905956c117585577a0906e572c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3449.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3449.pt
new file mode 100644
index 0000000000000000000000000000000000000000..97b053811b220ea3e4159253cd20e8bb7a11d20b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3449.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:daab01512f687bc721436080cc23bd823c4b74f17dcd52de9d5dff6ad07bba5b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3450.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3450.pt
new file mode 100644
index 0000000000000000000000000000000000000000..53c7504d34adcad21c66d45a8d23ecbd83e80fb4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3450.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a07d6aec30809641fd42413e2a8f98cde78376c9879b98100c014f6f822dc13
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3451.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3451.pt
new file mode 100644
index 0000000000000000000000000000000000000000..352da99aa32a9f556fbca27df356e375b5143c6d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3451.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:788c45a85569fa92cc950fe6b6546a5e0738f28dfb461fb16eee8dcda2adcfc2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3452.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3452.pt
new file mode 100644
index 0000000000000000000000000000000000000000..39247b34f0945269b96ad233c01ad1a4d806e415
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3452.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4fcb42be9d23608c7751ed74c70aafee67b9188c1ce0990f19a091c3b8c178d9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3453.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3453.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4ea975411b0935063e8e705fec8fd57931a9ab24
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3453.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74376d7dcb06a3b69a4b5073c5333bbddb6d16850baaf96dfc449dfe0395c479
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3454.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3454.pt
new file mode 100644
index 0000000000000000000000000000000000000000..576aa3278cb743fb3dcf95c47929cb3cd5383ed8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3454.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a84ab4d678bcb667971158c8ffdeca8186be89a67661c54f9f2642cc3169b97
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3455.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3455.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4745cccd3c7736837a98d348c725d10ea7fcb0bf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3455.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92764c2977dff3c79703dd3fd83470b47add5c8a0f299f77b596a83df69d2756
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3456.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3456.pt
new file mode 100644
index 0000000000000000000000000000000000000000..43c54db7b4a8d5dceea1c887419fc60d5cee05ae
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3456.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:696da95567bfd69cd7aee2662dcdf073d370d011314f2e3d0cf0c69d943ac04a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3457.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3457.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e50ebb514ddc9915548f3b9bf24681f89f60fced
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3457.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:015e8a50c1949cca4a6cb7fdd5934382c7fe8a0f763ea53f93a917c59f85b1c9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3458.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3458.pt
new file mode 100644
index 0000000000000000000000000000000000000000..757b884debaae944ec9e10d3c5246c2cfdb55025
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3458.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dff0f7f6253fbdbfadf63b432603e624f6cceae4a88e0f928db463414475eef3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3459.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3459.pt
new file mode 100644
index 0000000000000000000000000000000000000000..03058d18f8ff1aba743524c50128940ba81821ad
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3459.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e12ce7e80795d37a750675acbaf3ac4b959380a4f358354ce28debb5f252c670
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3460.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3460.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7da33f88de7548bd6dfc746e03ea3795ee0e0328
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3460.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:475959ddfb3a62c5697e6c2d73b1acd93e35c570658e8cd599bac3caaec77e44
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3461.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3461.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cf8982a5ca2674e8f4f500b0ea27e3904d6d1abc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3461.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac5de39b33412b0ddddcec8e033b84007d7bd4c9cba7eae5496376536e2f2470
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3463.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3463.pt
new file mode 100644
index 0000000000000000000000000000000000000000..66095f3c93cd77654cb6047d13bf0ca0ebd573c0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3463.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b995ad6786927a8a0f1d2fa3762c685bf47cfd132d181203d1d72c7fc876dac
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3471.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3471.pt
new file mode 100644
index 0000000000000000000000000000000000000000..df4a7b93357f8364edfee14a884efc768da679dc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3471.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4aedbde48a99116fae357bb7744974cf1990df5b07fb9620485226f39b6a8c57
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3472.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3472.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e2d49cbfd8f637d784aafd10d499b16b00bc8700
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3472.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b91aebc59f33134e4bd162fedf4a5838dbdda455253474b61cf4e3136579a29d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3473.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3473.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3a9bc7c6c72f46466b33e0e28b324e40926f3c06
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3473.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:081e6b38d9611b6b3682f412793d4311808c4686985eb855ec70919b5db5dc1f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3474.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3474.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3ecfbd9ea11f317721310634e78c2ceeb6a4c338
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3474.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23ac60b05a820f135ad7ec5b48669e3efca896e21986e96613366523ae944151
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3475.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3475.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1f8570ac6d18de546dd66f2731e45d25d9d8e1a9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3475.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:927ad0363bad8d3ef95db5366469347ce7da84cf8c9a13ffe5f6089605a01506
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3476.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3476.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e3590be7218601927a8b5c5f14aa0f5f64f53eab
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3476.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:105f661aa1c5ac01eb469600a52464f8fb80ee1660a4ff13d3f1241655c35757
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3477.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3477.pt
new file mode 100644
index 0000000000000000000000000000000000000000..51ae4399c875cc17e61f1aef2c9f1ba33b391a61
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3477.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0987b1fc23a502de86c6c89c6890d8bf2e05ddd76469ae19cd6c72639d9d9b43
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3478.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3478.pt
new file mode 100644
index 0000000000000000000000000000000000000000..56c7a892ec626dc63b3aed606750d05068a333b6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3478.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d69d006b4f512caccf9fcc9abb48a9ded049b7f7681182d80c8a9b3919b2ffc7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3480.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3480.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d0072f0f0aed3b6af0ba01dd0e80daeeda4f81eb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3480.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca5f08036afb2e908acef1d40734b0015c1cf49897cdcff0212a6ad7fd0440d1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2038.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2038.pt
new file mode 100644
index 0000000000000000000000000000000000000000..14a120058b436ef5f6315c97ba9acaf333f65bdb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2038.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96e6abb1d316da5f433f67ab0b65e7dd1cfc7d23a61ee343ab8f8f9a40dfcb6e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2039.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2039.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7c660acdb5f3a0b0c15fc2c838bca12e70d82e65
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2039.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2269accd8d6702407cb6a79841da687770283364644ad58c1554b40edff1c7b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2040.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2040.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d6eac62a042512fae14657e5eff1d0e5fc5ee1b0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2040.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc30d63ff89b863e70e3950cff8a94b0bc7406fd1b33ed900f01fc62a17fa4b6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2054.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2054.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9fb60ae3aac7df09975353cdc864ca1bbd0709d7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2054.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:018d2c79127f6bd149c83e21591eba1f50143c97ccba505fe098a378c598136a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2056.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2056.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ac93084790ccccb25d4a418704bc0f35a6558ba8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2056.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0272fe0da3aa24308668995423929ade5419ea930109a54bc77c2dd09198a18
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2057.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2057.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7b3845056ac66f924d4c6e57c6f8dfcfc1dfd656
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2057.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f50444e3eb1a3472189a2488a6bc0c2233d2c91532d20d86fc954af1cacf4f6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2058.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2058.pt
new file mode 100644
index 0000000000000000000000000000000000000000..07b9e0b42d109b25bb2e8f683fad50a87435e70c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2058.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd85a0d4b622ff057afbdaccc253965a7da598ed9a1232ad8e4d15349c60cc38
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2059.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2059.pt
new file mode 100644
index 0000000000000000000000000000000000000000..71283131a263f55004cbeeee77761686bb06c69c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2059.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f73729e51f77ff20592732dc5074375fea79ca88b83fcf339594ca4d4c8e86e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2060.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2060.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7ddd3a8d6a6088cef553b8adb883b7415611b9da
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2060.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5dcf1bb0dcd7d5968756c0adcf5501b53b84eaa1ad3bd0ff1bd6a1d1518e7271
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2061.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2061.pt
new file mode 100644
index 0000000000000000000000000000000000000000..876610808a3553f59f6f97ad57bf73856976802a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2061.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87943ce647b40ed4e3b5c80dc574467c21e172ba197ca5e72b906650090fd842
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2063.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2063.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7ed65d2dc5ae669eae4e5d8065e12aa5c14fce42
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2063.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:077c910e699480b1733a437f24e03e2b2b221045afd5fd2db37caf577f04c264
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2064.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2064.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d9e5548ee948018b92f89aa18db87d759fa80a91
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2064.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d33fd829e4b774ed71576ede7e80ce20fb94f01927e9fafce6fd55e9b00828c6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2065.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2065.pt
new file mode 100644
index 0000000000000000000000000000000000000000..83cb33155c9d82346f3bd6e844629baf8fa49bbc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2065.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a5a39281a2ec986ac3a07afa510ab1fb5362aca54e4d8e0395d6dca0d586ba2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2066.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2066.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1fbdf317f64c8cce3d745ed18fcfc672057e567b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2066.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1deaf53138bca015fd270e33c6b11f3982d56d87688c6bd4342f909e65db125
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2067.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2067.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7241f7e74986e26c433bf6e834b929d7b82e5210
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2067.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:176f571ce9c1929f51d47a98754dd734b78f9a36e9b24949348cd71f26715db8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2068.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2068.pt
new file mode 100644
index 0000000000000000000000000000000000000000..89bc28c506962cc4d73cdcb52cb08b98084cbcda
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2068.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66034f88d33191b6f52cb56e0ea8fe2a456f34545b9550aa7c247d48542bb0c4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2069.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2069.pt
new file mode 100644
index 0000000000000000000000000000000000000000..503846ee7391aec88f1a2c08c9255313ad51e10d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2069.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b8c9737cd3e546bc140e95213192538a7cb4c879f47c33a424876f60d04690e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2070.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2070.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38c7245c060b521f6fe96b587c2537fa39dda95a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2070.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c6a90da47303f3d2c03c28dd08acfd854d5791d737cd3956535d9dbb9969d19
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2071.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2071.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d453e4f1af7e313483968c5d04d6eaca0bd093f9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2071.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4558e9c6b9c6a777d967e95cc15b96329d183995652285187d2d9f024ef4ced3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2072.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2072.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2838ba78f76162e04d054ef801bfbb4c670adc7b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2072.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c79b3d181207c12403b921cd94f496278a869e9471fcde42e5c5c487388ebac
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2073.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2073.pt
new file mode 100644
index 0000000000000000000000000000000000000000..57a600b87b10788df932473461f24bb2bd3f20e7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2073.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2314c08c8ad2fbfb25820bd371bc738f924c74e80f8ca452bad29f581defd0d5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2074.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2074.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3be1843b08a5b1ed514e946f2f19bdb0e6171a87
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2074.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3bafc4f78c9ab02007302c4eeb886c0e73027f7b882342795c4fdbc2e679ce7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2075.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2075.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6e6dbf90b75b26704bce1dfeda4797782d31c1c9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2075.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb1b4228fd058e667183d1d79baf6b346f9df22c3c6e6c5427a40b855c3014f7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2076.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2076.pt
new file mode 100644
index 0000000000000000000000000000000000000000..348af3c8f42da10a85b8106b0e6eb549a9dae3c1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2076.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a4e1262b1cbbf391cf356d58543a4c1f91e140e916eaa6ecacdcb1d23be6353
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2077.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2077.pt
new file mode 100644
index 0000000000000000000000000000000000000000..55190b3bf7b0b6823666b5d2a77ba38f48a2eff0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2077.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:430d72ecbd73a69ad1d449472afa1ed56108bca055346a843c9aac8e8f826bd3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2078.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2078.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d733cd188974cbab5ed4f80b1a1b55afd7cc7db4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2078.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49cbd7154e72685ec268d572a2016bb1b41b2deafcce53cbc58867aa2a3f38f0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2079.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2079.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8a32d52837b15fb15df82bb20288e1983a4bc69d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2079.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17f94c065b85a4f986cb36fbe8cb5cc4732f9feff5c7e4c07837e4fbe3764e1d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2080.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2080.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0cd9c4ee4e85db2e98eb7a93fe3c8f63cbd9aef5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2080.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e388f2bce734baa73c0bdb8a16733f593d3cef2aae84c615ed0a773b3f0ea95
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2081.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2081.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0f89c64e4e1a585e2f77ff2165486970717d8ce0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2081.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ab772ea2c5a962cee9ff0ca77805b1a00d05162af0304d82dfb453eade2b828
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2082.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2082.pt
new file mode 100644
index 0000000000000000000000000000000000000000..97a17a5b8d1ccedbea611f290b3f4bc1e5a47b51
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2082.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b938212660120b6ed12c3c2f248f530a271fbb31c0e3d31d2ded5eaa5141b368
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2083.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2083.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5431d61069a9f46129788a0f37c2231b3f8bf6da
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2083.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de67dbbdf357e625f9536bcb2dad4334f92318b668623db47cb634ffae94e6c7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2084.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2084.pt
new file mode 100644
index 0000000000000000000000000000000000000000..828d492d41260f33fac4bc8079d15b0b7acfbe7b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2084.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f85168738be1753c1e0ddf75734f6a6f1cdee5bd117a03ee3b2c549ff2606648
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2085.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2085.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7f4b288efdd0b9779ed6d22d6f90290abbcfebca
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2085.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd3a2b57bd4ba46c1bef9a6ef21ffb5608192d3895f8c7b80118133c64bf69da
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2086.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2086.pt
new file mode 100644
index 0000000000000000000000000000000000000000..392ac015a4baa5d716848487ee5bd2871a6fa5d6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2086.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a29c608a78024dc3dab08182b001c7dd881a5218e6588397f2450e2a8963a93
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2087.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2087.pt
new file mode 100644
index 0000000000000000000000000000000000000000..27c692b8b4938eeba11ae9115d2c422d465e6721
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2087.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52ef664951f257057e464c86681120dbebf9466b2114024d3c26b68dbe7ebb67
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2088.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2088.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b37678853cceb9bc2efe44ba7a73ee7eec9350ce
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2088.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:614d48b33df62bf41f3df12a2472ce74493cf2676bf195bacaf4c453370b5ac6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2089.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2089.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b4efe2c5fc3602489498eb367360ae3816c4b35a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2089.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f0fc90f51274c0c0fd06241826a23cc9f1bef8b25f16a55c6fb2af34e2d990d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2090.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2090.pt
new file mode 100644
index 0000000000000000000000000000000000000000..19a3bad6f7e9969e0b4bba72378774434b3bc885
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2090.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:939f4a790d0b7ba523c5e23bc51e9b47b13fef137541b354a53076b4ca363756
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2091.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2091.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8ee22fff3baabfccd345717796aae1cef126df88
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2091.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:207ef84808d223491305e6ba54d1464a61f03e4df8429531f9f06c94da2b1597
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2092.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2092.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fda52a6396c2f3c7b0d92ab25f6b1c33270ebd5a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2092.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cbe412dbec3252045b8130109d0ced51a0c9e6c86b3c0402f03c771f0c71caed
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2093.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2093.pt
new file mode 100644
index 0000000000000000000000000000000000000000..58f3765bb4980eb36ca8aef88874dfb415ffa4ac
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2093.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df88985a4de8c96b3d154bd44a4f25e56957c0f1a830997368b91d33f68c4d23
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2094.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2094.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5aa1733c1655ceced7ba28a946ae50eeba5142ad
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2094.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cd58547f0d1c6b6d282917686a3e95cb63072421252978f7aa0d0f69f5609ee
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2096.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2096.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c37973c885412b0a9e6be7116f67a4fc8aac7634
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2096.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e45b2c8d9e8ab4670e8f1209f074380b02750ef2511dbc5a36d29d86a13d1370
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2270.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2270.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0464d61b089b691683716c23a0fe8f6295b875ab
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2270.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:627af20a832dd3788cc36f6d405d885f750d3a7ed3e541bfea610ddfe402f881
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2271.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2271.pt
new file mode 100644
index 0000000000000000000000000000000000000000..71972d6298e683b332ea045f609d1eae57eef154
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2271.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8afb2662e9ab5068984645a2ee80dc17c4f89fc869b0385d4e0c93f1cb98fa66
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2272.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2272.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1b9c64015d17b757fa0e385a0c18ccc5eb3c936f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2272.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1f1a06f1cbf765ffb9669bf83a2cd6cea70d188804d1aab34773436440b803b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2273.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2273.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d50d672a4b51aeda4e5a052f7bad612a07f679c6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2273.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6edd89b15c6e6a004ac76a9847e185f8283779ef4c5c14fb3b0fd30830408fde
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2275.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2275.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cc0c67159f62bcadd5b6c9c5bafba6d0ba865058
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2275.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9539af5f62cf4b476412cb1834018e8d2427ed252f78aefa61098951b510fd3c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2279.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2279.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ae2800b4c511ef8a204756f20ef9c7d708905f5b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2279.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:362c7ca457dc22086a403e96c70cf2da99bd4f8a2c5420c0f22c8164eb40b222
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2284.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2284.pt
new file mode 100644
index 0000000000000000000000000000000000000000..75688732889b5896827435eb7521a391efe37c90
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2284.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a0b991b774fca8bc6fb91a85677876d127ebb9c39045ff5652c6b66e6d37221
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2290.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2290.pt
new file mode 100644
index 0000000000000000000000000000000000000000..77fb2884f6d93fefba31fbf8a5c9e0d30806c790
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2290.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f91d07075459c97ed871df564884b54110c693f692d7e3a4828e2dffb331e4ed
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2291.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2291.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ee4d2973423bf5034895da33dd852cb039660cee
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2291.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c40a4392a99efbd4272a5e25606643d040e40658fcbd32406c9931656fdaf7e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2293.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2293.pt
new file mode 100644
index 0000000000000000000000000000000000000000..569af1546dc9bb775d4335255e2eb8d8b4671f47
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2293.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd1e42e2bb47d7b5bb6127f903666913f961d6b0403a2cc4c3eb809b7d5cd426
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2294.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2294.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0f3315779fdabe52e29984fad7db1056539a1865
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2294.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:919db23658a2ce114ed11e572a47436527e141b17c2edbc7554a41de9a149abd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2295.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2295.pt
new file mode 100644
index 0000000000000000000000000000000000000000..94ad0693f352130fb3e3ba30fbba6b02decc4248
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2295.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df3279803093a6aaa22525ed8e5c68459e4779f555f0c6f5d2d875b460b50b60
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2296.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2296.pt
new file mode 100644
index 0000000000000000000000000000000000000000..78b761c8d240245121580f04435a810f424196ee
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2296.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d0635d67385b9c8e839fb8012bbd1a5c7bfdbcede6aa7748e7de71cd6d7d8e2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2298.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2298.pt
new file mode 100644
index 0000000000000000000000000000000000000000..35ce7b0e4b0649488f806839ceac2dbaf1dbc6dd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2298.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:921b09e5d864a91832add07b30ec9fa5657f8e425f7d018ed551e292dd3f6526
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_355.pt b/CIFAR2_32_bs64_ckpts/md_8/step_355.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1d082426dbcfd5f4f2c6efa5960019ac3df68cf6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_355.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d2099b9beb1a18d3ed9aa4ca46aa83e1ad1c28765752310c7ef343cf8ab2632
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_364.pt b/CIFAR2_32_bs64_ckpts/md_8/step_364.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5a36cc72a4fadcffd8cfa3a5f0949e3854baf309
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_364.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9adbb172f24961a7d9d1e7ed3730b0fad46c3eab565cd733af54d5be5f7fbe0
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_366.pt b/CIFAR2_32_bs64_ckpts/md_8/step_366.pt
new file mode 100644
index 0000000000000000000000000000000000000000..669daea053cdeaa3192a7dff5dba424e4eb0a639
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_366.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:578a8ada8e12f0dc9b62b837d7e6c78d2cbed725e975a83aa7771192bfa42f38
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_368.pt b/CIFAR2_32_bs64_ckpts/md_8/step_368.pt
new file mode 100644
index 0000000000000000000000000000000000000000..685fce9c6182df52b663408c71910af87a147cd4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_368.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f46702a7d9adbf853c454641e6c4cecfd4ace5fb9f39803887860485ec6aa6cc
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_369.pt b/CIFAR2_32_bs64_ckpts/md_8/step_369.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b0725ad94f27d59011aceea06689dac5fc46c0a2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_369.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5da6695cf1aed40b558838c9220ea1dd3fd6e5e6cbcba40022d2da5424b60159
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_370.pt b/CIFAR2_32_bs64_ckpts/md_8/step_370.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b61cae81e4ec2d1e0a99cc79020fc9f20b1f6ecd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_370.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b0e5d1cdc41874fc9035c04f077ed49879ef824de0902980dd521b05896d746
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_375.pt b/CIFAR2_32_bs64_ckpts/md_8/step_375.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ffe398672645992a4fcdf16e562e87d211820b12
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_375.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f80bab810aa65ea597988e2e92494ca9636b37fc2bd5359e507d3a954e793af
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_376.pt b/CIFAR2_32_bs64_ckpts/md_8/step_376.pt
new file mode 100644
index 0000000000000000000000000000000000000000..12626eb0cf6ae8c6f1d2330f03f00d300c62e3fd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_376.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2638e4346113f9e5d46b3920288de53efeef7eb243263e2d5c6378f576fe88e
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_380.pt b/CIFAR2_32_bs64_ckpts/md_8/step_380.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cc06385aa3190742d28a8cdef3f9c6ab76fa140a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_380.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d940cc5165f974fac897a2409cd9f7a21a52d64bbccc48cc1e2b71b703654d4f
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_383.pt b/CIFAR2_32_bs64_ckpts/md_8/step_383.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9a9937b9db0111be58fb437943dcce610ed15a5a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_383.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0e38f88a795fd0cc1ec14cacee690f65d1e93fb6b7b18004cff93677cb6c2e6
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_384.pt b/CIFAR2_32_bs64_ckpts/md_8/step_384.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a1d13e02a95484aba05d4f8129b994096f2ae33d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_384.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e90bef55ef5fec65d69d7767913f7342ef4a71e0342b3b294de34047401a5bdf
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_386.pt b/CIFAR2_32_bs64_ckpts/md_8/step_386.pt
new file mode 100644
index 0000000000000000000000000000000000000000..db8af15c78392668ff7e5925c4f78ad22b4e4d83
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_386.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3f2e8da5739bcc929e757538b42642083011af5ad314fac804eb4bbce37c8b2
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_387.pt b/CIFAR2_32_bs64_ckpts/md_8/step_387.pt
new file mode 100644
index 0000000000000000000000000000000000000000..32c0221daecb24ce6af990f4ed7bd109977d4c1f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_387.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91f5476cd3275f7c027331588206c622211ef009987667f10e4095eb15a7f3a8
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_388.pt b/CIFAR2_32_bs64_ckpts/md_8/step_388.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b5c9d87ccb150a98e9ddef97ab6b152cb2788554
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_388.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:928042548f41a0ab4209896e1f3d3cc5d83890f3ac5543d02ea1da0e41ccbb21
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_389.pt b/CIFAR2_32_bs64_ckpts/md_8/step_389.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2835d9f3296bfbd3fafa05aab340ea315ebae3aa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_389.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b72d0770989aede8fcfe05677bcf12c63929dc0fb1cb5c4f8c0e5d9f7c3c71b
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_390.pt b/CIFAR2_32_bs64_ckpts/md_8/step_390.pt
new file mode 100644
index 0000000000000000000000000000000000000000..58c1c90bf963408863941538e84e2b732029151b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_390.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5445cee0eb76d1d937b794c9548d34fbbcdf68afa56c277ecc46d439346d096a
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_392.pt b/CIFAR2_32_bs64_ckpts/md_8/step_392.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ee75f0b5f26549e9112b7d620488af2896fc46d8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_392.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6236499cb011839f04651ce08ebfbb51805509939769345724b2fd5a2831edfe
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_394.pt b/CIFAR2_32_bs64_ckpts/md_8/step_394.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e83696c7fac78c5237bda6c9de818851d401ab17
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_394.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a44e01f2ee2d1f7e86952a6055540c47ee980e9736d721c869571ccc005e4aa1
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_396.pt b/CIFAR2_32_bs64_ckpts/md_8/step_396.pt
new file mode 100644
index 0000000000000000000000000000000000000000..35856431b25bd44045265d917173ff08d81880ca
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_396.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee0288925539631ad29d048615f3be40265bf56b7087df7bf1e46285c954fdea
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_398.pt b/CIFAR2_32_bs64_ckpts/md_8/step_398.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ea42cb79361aea053fd554b533eb0f6adeaf6566
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_398.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e955e1852030db564588139c001da3791cdee36567ede8c461eeff97af994f47
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_483.pt b/CIFAR2_32_bs64_ckpts/md_9/step_483.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d6a068e83484a96d62eb68edeb95f1022f50d342
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_483.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea651d44d015fe2479626ccc798ebda9054e855637396dfe230571057d4b7f6d
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_489.pt b/CIFAR2_32_bs64_ckpts/md_9/step_489.pt
new file mode 100644
index 0000000000000000000000000000000000000000..67bb5e3eaa7b81b11ef1f6676a0bae25457a99a7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_489.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8d1221c3e66ce226303f99d32e17a6343519e9e57127ca37a963dcfda600be6
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_490.pt b/CIFAR2_32_bs64_ckpts/md_9/step_490.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9a4b55b2c10370f9703ab45588c636e972b9bef4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_490.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0865b49efcb776e2502274fd8033193b7c7486b3dd45c1fe884e83c5044c5a1d
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_491.pt b/CIFAR2_32_bs64_ckpts/md_9/step_491.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b9df31b4e2c5905aad53ef0472e60c6ae934e8db
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_491.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5807b7b72c1d2ed697d7042dc0ffe360e3fdf1cf1ab5fd599af71372c620e56
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_492.pt b/CIFAR2_32_bs64_ckpts/md_9/step_492.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0d9dabd78321214cbef49b0a8e36d61e33193a4b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_492.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ecb3f5f4201f78ff869dbb461272a26c3952056082c046191300cfd11b29bf0
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_499.pt b/CIFAR2_32_bs64_ckpts/md_9/step_499.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1083e39aa61c4470a9507b0a30896e511bf5fc75
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_499.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8370c2e5b91acce775219f092a3e57cca8a82a043ef77530dd65830f1d001d2f
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_503.pt b/CIFAR2_32_bs64_ckpts/md_9/step_503.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9fef395dca86bb440633992094f1a01b7e7d240c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_503.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8efa69fc18bdeebf362a428ac6fba12c2683f693d917c46014e9e10b96cfa93
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_504.pt b/CIFAR2_32_bs64_ckpts/md_9/step_504.pt
new file mode 100644
index 0000000000000000000000000000000000000000..066aee77014cc67f890945dd0c1657665dff4e5c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_504.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7b2454c22fad21b1be0b5aaab1626f3b4185b0881189fb7d7c3a50c8fd5f960
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_505.pt b/CIFAR2_32_bs64_ckpts/md_9/step_505.pt
new file mode 100644
index 0000000000000000000000000000000000000000..785c602306b6676422f61c762196fc5fb8929550
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_505.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aafbeac46b1d53cccea423423194880de4d7a276e002c5a2ca81a9b36c578844
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_506.pt b/CIFAR2_32_bs64_ckpts/md_9/step_506.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9551669dd4fd0d66db1fa5fdac12f6827a00e218
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_506.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4f1e4db98d5ef91c8246a94b9f325749df3385c53728cff07e54fc40cb80d87
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_507.pt b/CIFAR2_32_bs64_ckpts/md_9/step_507.pt
new file mode 100644
index 0000000000000000000000000000000000000000..05277344ecc20db1b00c82b841ae64b320096db4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_507.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ddd7c3df4d1226b563ccb69c7c586296f9ae0c288a231ba11bae461fd8a2cdc
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_508.pt b/CIFAR2_32_bs64_ckpts/md_9/step_508.pt
new file mode 100644
index 0000000000000000000000000000000000000000..00051d62836536275e2aa1515b2b67901b2d354e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_508.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e506bd0b9d2995744b5e3b774a729c8afc13dd164127e8e6c842c52bca51a0d2
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_509.pt b/CIFAR2_32_bs64_ckpts/md_9/step_509.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a83a81af545901a4751d170e51095fa53bda7b67
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_509.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d03042d12acdab7283403d5f7c397e4c0425a2aec60f32228392aa718d0bec8
+size 9126712