diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_2762.pt b/CIFAR2_32_bs64_ckpts/md_10/step_2762.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e3de76d1e1bebb6bfc4b01e64bfe4dcef5b07af1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_2762.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e446ac92a858b8ecb30dcc616da70f7ef18e555e23fa6fb2c1235ff75e22d3f8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_2764.pt b/CIFAR2_32_bs64_ckpts/md_10/step_2764.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fd5848149d164ebacf63d5a1fc0596cbbffeb86a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_2764.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2ced7f6a4401d804f006626c169e2923fb64b8f832a069735db65bd54c5a86e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_2766.pt b/CIFAR2_32_bs64_ckpts/md_10/step_2766.pt
new file mode 100644
index 0000000000000000000000000000000000000000..15915b27766eff52b44882be2b4bfeeddca0cdb1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_2766.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08224fad160f11244a74a9fec72e8c0b8fadaba43f91782e155bebab1c8b4627
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_2769.pt b/CIFAR2_32_bs64_ckpts/md_10/step_2769.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dafd3f01e1cf1a14d4ef4dbd1036072f26219d45
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_2769.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3fef9be2a9240029860521dea2553a9d8a17aefa33e5668e5f31b277d149e2b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_2770.pt b/CIFAR2_32_bs64_ckpts/md_10/step_2770.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e3f70f7f0b7a382c938b432ae34a84236879f574
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_2770.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b2b1a04191bafaf4056242d6192f5f8c1b71782bbfd04e6d45cb603cfac3785
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_2771.pt b/CIFAR2_32_bs64_ckpts/md_10/step_2771.pt
new file mode 100644
index 0000000000000000000000000000000000000000..03eae4e7a53cef2115fea48650806d80c2cae497
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_2771.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8113328aa8c6c4db0b6abca352272ebe864e636b6a737c3a1189c105435b5443
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_2772.pt b/CIFAR2_32_bs64_ckpts/md_10/step_2772.pt
new file mode 100644
index 0000000000000000000000000000000000000000..551d01f299a42c2c63002d99fae70f2eeed89a3e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_2772.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a327d175502df804c18ed87c72d5f31284716043b541dc497a67efe2d4a1017
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_2774.pt b/CIFAR2_32_bs64_ckpts/md_10/step_2774.pt
new file mode 100644
index 0000000000000000000000000000000000000000..74215ad5cbcee924f6576410f9c5f116c0d449c9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_2774.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a86f1a597f169e3fc3ccea5162aee475139abdf48e3ff1895842df8511205854
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_2775.pt b/CIFAR2_32_bs64_ckpts/md_10/step_2775.pt
new file mode 100644
index 0000000000000000000000000000000000000000..02480115da920e874a5e00403e2f302a39401f03
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_2775.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ba56c1de974b52a90d47b81813e8e25f173ae0146caf38314e3eecaf6f9b472
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_2777.pt b/CIFAR2_32_bs64_ckpts/md_10/step_2777.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f3d7db303ad6536b9aedec714a316827c3b83601
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_2777.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2adc1ddb87a0487d46e72f63b118b5ca8e86a5a9e8daf507b2b5d38abcccf379
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3570.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3570.pt
new file mode 100644
index 0000000000000000000000000000000000000000..faf4f19fbab3cb89de251f7a62945c9741fcfb64
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3570.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:657144c0b36caea34c71c0f46c3def4482d8cc49bcc3fa99710ad578a94bae2e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3585.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3585.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a07f9b79b797992717b9c4e94aa5d9667877056c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3585.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6aa35d7f0d96fc6bf05c8affc99094bbf0c53201fca45cb469d06f6efe660e3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3586.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3586.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ef78d59ddd22273ebb7dbc0bfe84446ba7df9de0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3586.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71b92157a17d6898480bf77052129b9eeff15f11594a56cc0002f355475d125e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3587.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3587.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c92781e871ec51ad839d3845cfeeac00670abb4a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3587.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c0f70194a08c9c8b77028e9fc40201e4f5d0db050218c22e72394c0ed6857be
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3588.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3588.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b516ce49a6417e3de3f334f1801eeb31b11614ab
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3588.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ca027b53796d6fbd79d2aa1d703fd112035b66723613f695cf79c01696d9ed6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3589.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3589.pt
new file mode 100644
index 0000000000000000000000000000000000000000..243802bce6ab5f1a05dcd817b53f52285c65b47c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3589.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9f0a57a1c28de948fd6a292e87e6e076cacf480e0872e94e1840dfc0abd6fca
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3591.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3591.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f1cb536b654728eacd4f8411a9796ad1b776d5ee
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3591.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c02dc95f69af23e8d0d31f816d769322a4afa84845f978656a652e0aadc6a1df
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3593.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3593.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bd5f9689693d71ce1ad91b95e37d1b16672613c3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3593.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:511753146c226cac4d007c023b0dffa12954ef201dbbfa5a6f6123a11f16d173
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3594.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3594.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3c74781a58b37171875c5d00e7983585fc46dda0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3594.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee4e5aa9ab06052edd8556bd8d2cf67a44af6f4af7742a715d959fd6f47c2e46
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3595.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3595.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f9a4467a98cc937c41103ec2a70f367dc4022a8b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3595.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24f6ffa6e490c7ac49b455f4da2ff27885e7102ee83fad1c4b17e004ef4c9ac4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3596.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3596.pt
new file mode 100644
index 0000000000000000000000000000000000000000..813e6db72873a80a47d3b1caca9549dd9284fbfd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3596.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05fe5b48e0506bbb4bebccf556c73453774a063ccf8e058bc863d1720dac6b6c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3598.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3598.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cc447cde5adbde76771f010d7dee7b6874bb941b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3598.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd243f63ffece160ff3e27f9f61074dbcde85f9e08a674e80df1415211fa55e5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3600.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3600.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fbf3a7b3152e4eddaa5979d3f9022dd4ffdc203e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3600.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea289f2d68ed431523573b2cd4e0706d43b52695ce04de376d8258bc7caf4d8c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3681.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3681.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a46ee4f9474b32aceb146cd4ee918a9d6e29abe1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3681.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64c656612a076f51492a2b2179d7fd1dbe700227a5b880b24e7e03ba8c7b62f7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3696.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3696.pt
new file mode 100644
index 0000000000000000000000000000000000000000..edf6fff9d394cb066fcd7545802f92e18674ebf2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3696.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a564d0b9011b4a0d9912c77b70f14e9b635dc8cb40222dc97b6532901d1415cb
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3697.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3697.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f459a3c680bc4f86b2640479980a0d5a10d13c27
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3697.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e590a5b5a76aa5b09dc2f46faefb7c2d183f6fad312b6a464521f15c96e5640
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3698.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3698.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fb4059e525529d4c72301be4733ca33b476dcfb9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3698.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66cb8df01f06ccd7502fa16abfd1f7c8ff6e6bc89e89025efe6e9cebb2b1b067
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3699.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3699.pt
new file mode 100644
index 0000000000000000000000000000000000000000..13f302830cc33b361966e344ca0e770f7e23f45d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3699.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05f3096d5bc7eaa0ff36037982be4824a5e64039c667ed2b23bdd37f3eaac52d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3700.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3700.pt
new file mode 100644
index 0000000000000000000000000000000000000000..db7161e2914457ca9ccd98795ce6eb0a672ad6c0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3700.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e41fed46f08c1d955d37dbef71bc786c083ebe0f9ecb28e506e0309a48fa0f4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3701.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3701.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c99edcf55a86b7e245596ce59a1fa0f142eda8c5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3701.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c060cd4d1442edb33fac0a7a71c2bbee367996ee28a62b7c778b7f6a2cfd18d3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3702.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3702.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7424f5a903379e511bdb2048f5f95273d4b46fca
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3702.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b81a0849d743c0a890644b95e37210754f99ca1239fb6deee454f4018aabeb9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3703.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3703.pt
new file mode 100644
index 0000000000000000000000000000000000000000..73c49e38886e736c8283ca254546a8dcb44ee897
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3703.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6eb718751deef9e4b917119bd3886c9ba997e69b2fae6cb338c4916abf755e21
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3704.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3704.pt
new file mode 100644
index 0000000000000000000000000000000000000000..32a7b45aa8c03cae67483d3896cac7a032fa844e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3704.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8814e541a2f315b6fdcf50ec91f2a3216a738b79e8f36bc32749efa92cb905cd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3705.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3705.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ee5ec868972c6e672f74153662412df3d6bbb03c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3705.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4ec19b6d20f5c2d344d7d82c610e026e2a599247af7f060ff82066a27e9883c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3706.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3706.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8d7e18e8319367690ed94b4e62edfce6304638b9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3706.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e462d083bb1777ac4c65153053f1a33f5e807b9b29a2957dc88c9c7b0c0106e9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3707.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3707.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f499e7ad1700d6c54cc2f9f05010f08a5c0b263e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3707.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d08db4ca3dd2bf7e70cf67161c4d2352453a5e674fe69d22d3949da114557c6a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3717.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3717.pt
new file mode 100644
index 0000000000000000000000000000000000000000..db418d96876590ec646af01efde8475724a352cb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3717.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b07cd0981adf2c3d03420406c21e3437f67c18b2653aa413188606aac449bf59
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3718.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3718.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d812edca9c7e7d153cd147f815eab26a9cadcea6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3718.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3cd6e63421b9b1a0ba4a445dcdcb6ef9c3e6bb7979472b006ae33620751ed8f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3719.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3719.pt
new file mode 100644
index 0000000000000000000000000000000000000000..43efe1b502c2842c7f8c4d7e96f5bd587d70d50b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3719.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:482c39f411b06fe605424e24e01996afd7b9e3aaa4090bd8ba6015e5a9f5ea1f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3720.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3720.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c29127ddaa5aeeb22deaecd8a83ab7a46a306483
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3720.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00b2f31a2624c7ee46f9146d037da5de28f88f47456cd85d91fa8a29d375fb0b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3721.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3721.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a8b491ff227ecbe007d56cdc9aeaa09eabd92c02
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3721.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96ab50a5958e62d59da2b2fb98c54e097cb4759bf993bc5aab13ddb25b6341c4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2804.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2804.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e2c9333cd8486d32192d0bfa47dc7d395c8f0fc1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2804.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:512e0623c0bd2f2637c86ad203b2aaf8a6f568c13d55c43383aff64614101fef
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2805.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2805.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2f2e51c57980c935aa86155e7ebd28e2fa0f7424
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2805.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0486d7fe5ae42546444b47f32c4b992a2f31b118ffdd1687c8e94a0c36dc93a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2806.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2806.pt
new file mode 100644
index 0000000000000000000000000000000000000000..690b13562a21271e79ed3e17f2256d5ddbdfe854
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2806.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:232a58a8b5e8dfbcfbf8a67d9c33acc8a67ae1636d2a190548590895d92e22d2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2808.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2808.pt
new file mode 100644
index 0000000000000000000000000000000000000000..de9959bcca21d79c42a9bf1e8d9ce360eb149597
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2808.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96948de13a01bd83e5396de14d29a7b9eba7091a30defe57e84ba1921094d47a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2809.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2809.pt
new file mode 100644
index 0000000000000000000000000000000000000000..212481c62fdd056759384d2a75385764cd3059b0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2809.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:311ec8d5c3d5e9d0ff98f5b0b63ca15a8fce96f3cc429ef9518a3216d9206160
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2810.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2810.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b5901eb1e99f0a923983716a981962438250ab2b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2810.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc2f76eca0f649e63bc8712929c742abcae55c44be2f56fb767213e29e812c49
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2811.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2811.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7117f1f690c1ba4df59893863cfa80c72c6f37a4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2811.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4968f47c73eab5e93792bbad7882ca62b8d66c8bbab695400d0b802b697b400
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2812.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2812.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c61982c5c1ce68c5dd3f3d3e6fe63f9a6f6ca279
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2812.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:525b96d1a7b80725b759510058f946e2017689ceb563fcc65369553022c5deb9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_587.pt b/CIFAR2_32_bs64_ckpts/md_3/step_587.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f92b93677ba210f14f4160f4ca8f693eb21b12d6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_587.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:544c5b48efab78b29d657f9527e88e0bf8e0a52374c3951d9961ad68f25b9464
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_597.pt b/CIFAR2_32_bs64_ckpts/md_3/step_597.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9db8bc8a5182715778fe202550520d3646b127e4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_597.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b447e519f753635ea5d3d7f0f24f6205c54e560cc0c7de2d22f629bf73db5240
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3467.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3467.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9b8bdc8a68f6b059d132128ab2160ea48d10f3fd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3467.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:292ef6b012e92cceb45ad31b2864dfa552ff7a91990551908cd906dde16e519a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3481.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3481.pt
new file mode 100644
index 0000000000000000000000000000000000000000..64e3c2940effce15e5fa9d0cf3a0c8cc18577cda
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3481.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9740269e8bb988a0ed2207831812765521410dacb66cea60c245e692f5ccbb9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3482.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3482.pt
new file mode 100644
index 0000000000000000000000000000000000000000..116b777796705052f068ab149269742b1b223011
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3482.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bb6faedf1937b28e0eaeccbd1c056db4d57caccf3cd2f7dbf34257677c10c3d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3483.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3483.pt
new file mode 100644
index 0000000000000000000000000000000000000000..73d3c1011c9967e5e5b182c40b768e52e64ce13b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3483.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d66048a012cbe7593dfd5279eb09b9d2e94e1986c3617a2b35d974f3839a563
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3485.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3485.pt
new file mode 100644
index 0000000000000000000000000000000000000000..508dd6914e1581ef2466d48194893df118e551a0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3485.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b19d206a35621ec73617cb57b1d0241d961a798e214f688a7404c1da1437842
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3486.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3486.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0b7617dc32a4e504427a5be9e4e936051dd1ce2b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3486.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50ae30438b29298072b2235363e52786e6935067eae9c8b2d096801485f7283b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3487.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3487.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ac3c683de12d2c87b8228fda2471110dfcbc3690
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3487.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ec7b54bd0f4517b3e16b3be79f5ffed4978ceead635d24039a4004ae08b8449
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3488.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3488.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bcd417af59d0adc55fd0630b01d1d0310d0174e7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3488.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:445a412e11e41edd5e637519847d9baa3916807ef90366239ac60f7328506aad
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3489.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3489.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1ed61369e03f5b543af27c1129791032239ecfb6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3489.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2fe81d449f7ee60ef041ca86d7ae8ed6b180b958bbd20c68ac5a6180bbc4cdfd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3490.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3490.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1bb6ee53a97d6003e99b649ee4f79aaafcbbc480
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3490.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ef5378611d68c87266cbb9cbd848ff251a3c565ba5c454c0d7c2b19ffba6689
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3491.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3491.pt
new file mode 100644
index 0000000000000000000000000000000000000000..be10b036b6ec624376f6c79e8e7928816887502a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3491.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8af35f9a8d85ae9de977cfbe98be58dd4e39c214e77b6c695bc98e9515df5a6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3492.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3492.pt
new file mode 100644
index 0000000000000000000000000000000000000000..96ddf866db4c184de8512c6d2f0173329110ddfd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3492.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3bdb34dd1e9b22ed74279ed7e5e60af4498ef046a65a1336568da7ff43e94e3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3493.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3493.pt
new file mode 100644
index 0000000000000000000000000000000000000000..20f37102bba982e898fc68a71ec49bf957b994c4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3493.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7deb3f6d6f089ad762e5185a3aabff7351f238f165895d57394a9b52f15dd4a4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3494.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3494.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f700c1996b152cca8644a5f5dd9efd69cb70ecee
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3494.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92aca9d3516e45b3848373b9321b5e419533e178eae3e2de0d9e154e151f5f84
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3495.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3495.pt
new file mode 100644
index 0000000000000000000000000000000000000000..35950181a0d60f0f05c844a7161a6a51d490da17
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3495.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e21a0cbb9cf741cb5f9b2db033ca0b9cd7d79b0ea4641a4fa3e53d6defca04c4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3496.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3496.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cf09737eb2de25dbf4439302e8e93923fe9c213d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3496.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3790546b02b3a61566122908dbbf479a7ca1da6a394a7b0b9c93c00fba55e361
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3512.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3512.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8c5ffe3b87cb93a2011cd7f4c4fd0f82941680e7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3512.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2aed071eccd94d6c34192a4a271a65884b0852d9c78971cc8674e08444200fd3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_176.pt b/CIFAR2_32_bs64_ckpts/md_5/step_176.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3005ba5662eb4982714c5a48ec91b8a238b3ed34
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_176.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57331d2b1c457f698179e372be658c2509b5cf9e5b694d6edbeb1a5097d78a1d
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1894.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1894.pt
new file mode 100644
index 0000000000000000000000000000000000000000..94076d88789f34a11e43a2a3445916152e8b17d0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1894.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d9bd5f24a7278057dd5c01b5f0fd03b5da26813e37ea0c2ab83d891f7dda308
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1895.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1895.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e884520ca8a204fa49bdddfc7ad3e45b1ef654a1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1895.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49487266ca2079c95bff074f6ce893ef72aac85feaf28a7204b8db64bbcf8ce0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1899.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1899.pt
new file mode 100644
index 0000000000000000000000000000000000000000..673eb19176e2f2147bdc258c368910838ac92037
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1899.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21b0fca53f9551203a8d75c6699166db57c7e74b1a8c8eb0c9d83ba11a03b78f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1900.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1900.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c23840ceabef4568191ad935630a277efa9f3e58
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1900.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e85f2b43772f7f388e69a49da3cb7c785827dcd00eecd1ccdd24713bc639a4a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_210.pt b/CIFAR2_32_bs64_ckpts/md_5/step_210.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c52fc6ab5d1f644c977b9b81c46fc5e06ecff5fd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_210.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26bee43d8cc35f704afe72225dfb1a3b94fba881da1dd64f2e5a2e8178e55b86
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1082.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1082.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e0666d08a345d6ea41cf01858137e09d363189ef
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1082.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05d93350943777f47b788720aaff2c50134f45e10b0e30c1d87a132186b25d8f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1086.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1086.pt
new file mode 100644
index 0000000000000000000000000000000000000000..67dca389fe591f8501d874ecfc7747748aa746f0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1086.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ece8899ad6d12691cd06ad05b763c11b6e736df1aefa06d57fed3e47876b7730
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1087.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1087.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fd53144538619a991fcfe8b41349ccc654c63d33
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1087.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d4adc6eb6d1cfcb32938927f8cdd52bc7593ffe240fe943247b1b95fce18689
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1089.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1089.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2661b63d471223c9926b4d5ae702b9b26b77fdfb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1089.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e42d9bb5aa670808c057e65fd744b4aa8d09003985096d03a855fc3246a67132
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1091.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1091.pt
new file mode 100644
index 0000000000000000000000000000000000000000..83ae77c1c4122dea2bdd76030dde4ddd135de05b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1091.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90d54b68ec7c887e265a73aff6f4d7323384dfb0118d1eaa3cdbe088ed36cbbf
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1092.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1092.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e576ee638639b762bb1271fd7bfc5a169b122576
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1092.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b2234b39250409aa39ce7304155fac4c5f710f51781f81bba43de04dae17166
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1094.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1094.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6053a01d32545556b8bb41c1190403357a6080a4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1094.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99e472d3b9546a9edb2bfaa6d3900d35160d19d4a81bea2da9d00936cb88bb2d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1095.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1095.pt
new file mode 100644
index 0000000000000000000000000000000000000000..76d52c47a2c39fe543678feef8db4005225ee4f6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1095.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8349e31f880813557f48f7e2ecd3c7ab53ba51a0b844f0baa2040b8bff5089d2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1096.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1096.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d21f180617ae0312b6a93d76ddcf2a56d3c66473
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1096.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7212e319b81d6acf7157f93d4265b66ec5746e9daf642f2dd539a005225333af
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1097.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1097.pt
new file mode 100644
index 0000000000000000000000000000000000000000..410f2c637e06e4492ce73851aa69ef22ad68fc9f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1097.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a451f23662e41efe1db3685d37e46efc6dc8d607c0cd2b35c04ceb46106184e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1099.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1099.pt
new file mode 100644
index 0000000000000000000000000000000000000000..79257b727f057c4144c8ac7c6bb1c3d2fb683c5e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1099.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f21bcb8bd5a5b1f5055c63d6276038376af9d7f65db758af35b7b60b9f5f92ce
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1102.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1102.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ff177a2ac7ad6f79c3b050a3dfca4f9906021d8f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1102.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e2f63bb5b48d7d7bdbb131a1dfd41cb8216c59ced697ef32db3a0c7483e727a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1103.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1103.pt
new file mode 100644
index 0000000000000000000000000000000000000000..822100d19bc060fdf70780af93226b883c4f89c0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1103.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2809f25f3a40080f258ab59843ac571c6487917c8b4ef9fee67f4ac66e33f3e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1108.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1108.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d460b574c656d0ba533ffe41cd42dfee8bc25896
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1108.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8908742e7efd91cd8959befaa12f34d62500c96f964d1b7f8029f29423981c2d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1113.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1113.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ed152bf19fe488e7e5e71e20cb756073ee02c4b4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1113.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a00fcd631b7053741cd0b468c3093003399ba26eee9ec2e73368dc3d94daf71
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1114.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1114.pt
new file mode 100644
index 0000000000000000000000000000000000000000..18c00c4cd50c264195732f1bbbf2064063eefdad
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1114.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7cc368a88975185347977817069e468109b8d8211948a0744ff1115ea81494d7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1115.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1115.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0322e0ab1ea50c1b3d572db750c952da93ed8c61
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1115.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4a6ab7d7cd4c66fa88375b69d270abd132fc969143943ce93ca302517f42760
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1116.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1116.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9688a4c0419aa0a8c325e55e5fc67e038a0d56c4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1116.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3c91c592caf5fe334039c2e0776e4fd84dababb77911737933203b285ad8364
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1118.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1118.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a2d4518452a50bf02c12c638b0292a7e63100838
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1118.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9f904677beeaf997bbd20d485044941c39a91a0e06acf5b47a108bf7143e1ed
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1121.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1121.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6bb790e892ac0dcfd6216159e544cefc8eb94606
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1121.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86d0415f5c0fe9519095b33e79c969a93c551999b59d3ecac592ed7b7d92b97d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_3187.pt b/CIFAR2_32_bs64_ckpts/md_6/step_3187.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5fc472ef0e666660cf5c66300c7f18c15ef627a7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_3187.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12d6e35b3165803770691c0123f07646b98e0ba4d2c9d748fe9f2f5eb8cc9354
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_3189.pt b/CIFAR2_32_bs64_ckpts/md_6/step_3189.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c8969b4883dccfd9e29373cb0b0ebcc1a747cbba
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_3189.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5c6bd97cb733cda0ec7d02d01dddb7684c193cfab6873fc61026ef8eced70f5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_3210.pt b/CIFAR2_32_bs64_ckpts/md_6/step_3210.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f4ca836fcdb7266e95a13d24de9bbdc6feaf3414
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_3210.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f72c02cc41f1e98540d2be97292d98bb60ec47b31f0078a7a4371db3db5b1b5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_3211.pt b/CIFAR2_32_bs64_ckpts/md_6/step_3211.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b9272eb51fc7e873b6f1eb769584d25e845fc85f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_3211.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65aecfa83bf90fd9f8dea47736943dd43f3edcca5baf97a85c1fd4e8e4e26746
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_3218.pt b/CIFAR2_32_bs64_ckpts/md_6/step_3218.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1c9b94942497658391c8073c26e7bf74595b4fc0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_3218.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2082f84431e3b022e7bdc19be4ea844baab7734c685045d8dd15ef24d90b178
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_3225.pt b/CIFAR2_32_bs64_ckpts/md_6/step_3225.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e1992dcfae607a5328844b3bc253ffcfefd7c4b7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_3225.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3372ce668f6a9c75772c1854a675d6c97e5af1d87d40494b8087985649e94ab6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2578.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2578.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c3e6f245971640025120cf1770a573587b10e084
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2578.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0ea504b9581c077e9e1f4fd6e12e5aea2c745c9a76f87466aff1dade7c2f69f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2582.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2582.pt
new file mode 100644
index 0000000000000000000000000000000000000000..de9dcb79d4c565a76cf08b582140fc797f128fcc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2582.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9934e35499b99eb82de1f3bef16104bf20bdf70d81dc7a8405ca2bdc02cf8c40
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2600.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2600.pt
new file mode 100644
index 0000000000000000000000000000000000000000..de8cb1d8381936518583b9a8601e394b751df758
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2600.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9af43dc0b8ce0566c84c91db4b41edc6fb6d1ee5ab5da4c0eb4a9842d6340196
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2346.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2346.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c8300f7de50c2b80b20100389904bc1c49f51fe1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2346.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcfe8a20a46ee4871b7bc861dc7dba527acca1bce9707a31a3d6b2bf09f4e460
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2348.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2348.pt
new file mode 100644
index 0000000000000000000000000000000000000000..79017eba02a018992a17080caeb41d9e53d693b3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2348.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7da3fd2b836ee2095d9424ea86fff763def402ce28aa25990010a65867fb6b07
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2351.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2351.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f330ced8f695afd9d27f9ee4843af3d91b1ec9e2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2351.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c5363146b8ae50c4f51e3c0ba4b201b6604b1a7824bf40c881e2b871c8e3c5d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2355.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2355.pt
new file mode 100644
index 0000000000000000000000000000000000000000..557a4c6d719b69c891589b04f68acc955d3d7750
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2355.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9507d72bddca0bb4e8cc5f07a37b4cdc1e71dd53afb2b66a4e18f74072b88b14
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2356.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2356.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b76992f18f2c312407d0b1223d3031e6360cfd2e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2356.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:408391309f7f8d8f58c7d19bc47758233fc2d1340473d330009cccd40d60d45c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2357.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2357.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f126b8911d2578c004265089938d0355fe1d7f3b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2357.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a4ea514aef3f6feaa48bd34c77390c541793724c7c336a60c62c1764add999c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2358.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2358.pt
new file mode 100644
index 0000000000000000000000000000000000000000..650d6080a3dfab6665ca08a3143d2eadfc224bf6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2358.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d4a602488b2146d28234ee1f9151bfe82ce8880f633932b552d27188419d420
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2359.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2359.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e83071f99f186377a3a5803fb27ae51f1e327268
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2359.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:739f574b29eb241c1adb66007db0fe8b037a02275401f27d91d01ee1f99e20e1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2360.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2360.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d5841d12b229c860555ebb7da86b569e171fcbbf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2360.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8df1638ff8afb6bf0038b51201cd3808caf8c75c8e9933991eb8ade65526ae6e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2362.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2362.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1125c5d620864fb33acbb0b5bf40ec0c9b62c1ea
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2362.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:544b682a4711984392eb7512b912286111ee5823377e063bbffdb100d7240156
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2363.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2363.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cf746072076069c86ef18022445622522f65343f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2363.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c17d494447cb753705f66305b831d1f60e41bcde07a6454669e0814cb45f29ad
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2364.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2364.pt
new file mode 100644
index 0000000000000000000000000000000000000000..912ce1556e9f1404e1b63b8bd119455da30b4675
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2364.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63e5c514d2c5360b17ae6c822f2bc55f37f18abe3937f5c0f1303f5979b1fdca
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2365.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2365.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e9fc03f8e0e79891e88998c41db2870ed3c61296
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2365.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e46ca56a3135f7b06b9a05d26dbcf4e46094e78897e807bc4902339e713fb70
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2366.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2366.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ec1908db380d80232e44e5ca767ba357043c5c0f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2366.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dca75f79ec01ada4d26f8aa5232bce669e0d3ce5b1eb1c0f4a28154c0b3b0274
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2367.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2367.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f0536f9686f7a8187db18d440c0d7a47a5eb1b69
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2367.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9301b1aa688d98b586c5a1c00ab712b509d642489bfaec7ace76be8a7f7242f7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2368.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2368.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dcc71b9e88da13e1f8bf0d1292277b7fc8c5852d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2368.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37afc857ba8ff3bbf1da8f1f4b73c0113e6d8ceb3a47f5d119fe7185419ebd95
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2384.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2384.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d5cb4383aea6d9e4556914e4a73429a9e5e0b4cd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2384.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2f7d24d59f6ce31231fafeaf585f5a23914c65d01c6e74ea6e4f4b013d33b5f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2388.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2388.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cd4d3bd70bf0a3457600271a5e76140e7b0017d4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2388.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9630663efb02fddd2415ceed1f85f732d1bf8a145dc776e1ad54163200b12abd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3231.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3231.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b09102aaed5a8ceec5792df49ac881c54a5ea8da
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3231.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b283621ca46f690b5fb9192fa81787ac2dc7e449eae1a633ee9b50aa68e7245
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3232.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3232.pt
new file mode 100644
index 0000000000000000000000000000000000000000..93586ea85d64e1fa5a9088e62ac534223c4090d3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3232.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3bfd34bde6c297be364aae5cef6a7bd63b9b6e52f670c621ffb4f2023db40dd3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3233.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3233.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ee8996e558e47a4bbabbe047f7adc73a52be74fa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3233.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a9914d959e3bb4c090097782cd7d84e66ada851e55ca25ca7cdd8473604ad9b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3234.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3234.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ff13c93465ae9bb84e9f726a002dc49664c7538b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3234.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00555b46daa6d2bb02ab875043d1e89d70731718497995a21f20bb62d4352f87
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3235.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3235.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b7f6de3c465b9dff0342f3e1267fadf49c4d9e09
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3235.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:614a59d471d116c17b36b864821ade83da2c4b385069111bb6d79b68a7a45f41
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3237.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3237.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d8f2473d68ecd535b64e651c02e8652415a2537a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3237.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7acda000bb20a6d35146b3786eb78c361b98298a13ba3c7cb94fa29281c438b4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3238.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3238.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3e49a2460da1021a4ccb466074c8b3b655295aac
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3238.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e14a2a734e64d50f46e01ec0352203beae3805d162bf10f56c1011dd1d729b2f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3239.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3239.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3c67bbce734f8802c40c4fe409d2d9a297759ed7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3239.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:092876f3c0636d642068d9ba95b7c10974eaa25c1dcca6f457c622e2cf8f8fb7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3240.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3240.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2fac66e4df4b489765f4f94929343403f15bc6ed
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3240.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07a12efc009cee4ac96c1e0ab9c894003842618cdc28af3586edc5cf6085b95e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3241.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3241.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2ffcb5df4fa6b1cc605e6216fa85e0c51d090d31
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3241.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4a5a971e1aa9706430f4d0e8789a83648e0c1b9646ceb98906aa0db9c254fc3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3242.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3242.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a38ed301ab5376ff511ad5768d101ff73467918d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3242.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c82d6527615a23ae89be591beb54d8f88f05525650a9bb5c32cbc30f86c18540
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3243.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3243.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0434da127a508582d1ef80c97c678fc1d26f4a34
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3243.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b48178a24d7b30663f73b5d9169f31218acb5094a759bb3ddf00a329f5483a7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3244.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3244.pt
new file mode 100644
index 0000000000000000000000000000000000000000..21e0d0f644b1bce6096abe9adc88f05707e12a66
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3244.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d2eab27e10c279c7ea5a220227440c3248afc45f74237a34c5ed10f6b0e712a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3245.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3245.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3f5b1d26f2e8867327b49d5c49f83ef8b340e048
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3245.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff928cfdd570a0e2d1d709c17815c085adfa53612106d27b44f42988615dbf0a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3246.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3246.pt
new file mode 100644
index 0000000000000000000000000000000000000000..49767b588beea868b7ebab62128abb64d3ca3294
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3246.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4aac5b45757ab7545deb4cfa60306b3d12f7843c01511190404e8726515b0fc4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3247.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3247.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7ad2992aa553fc34701da3a45fe64a178138ea15
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3247.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa8c4690ba8c270580d28db733992cc8cea0e12e14572e44c142712818db8e6e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3248.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3248.pt
new file mode 100644
index 0000000000000000000000000000000000000000..deaefc26ee1f7c9570c8e68981ca141426a9f180
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3248.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5dd87f82d429a2423d91200b2bb017fd86bbe2fccca22d64a74f6a9f9ff9147f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3250.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3250.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ff256d749b119717c3fabea0258d981701fb232a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3250.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ffc51b099ff4dc7fd5c25589829aa970029c9d6162daa2743ca9d9d80352f57
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3253.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3253.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6ddeba093dc317cdbfb3b4bcfa73f7f836ebdd6d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3253.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11fa6c88d94bf1ef0740985cac06e2538d91bb0cda579f2f5c92614fc5560cdf
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_574.pt b/CIFAR2_32_bs64_ckpts/md_9/step_574.pt
new file mode 100644
index 0000000000000000000000000000000000000000..20ed64c4f72b80d9b5ed2187653f886fc4aa4434
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_574.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eebad54f75f0f23f2a65c6e03741313032cb53e651033cdf61d5628b8d67abd1
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_579.pt b/CIFAR2_32_bs64_ckpts/md_9/step_579.pt
new file mode 100644
index 0000000000000000000000000000000000000000..55bb5d405a8a34ea0b879c32c31f2216993e9819
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_579.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e586c35c53bb6179ce367216ef60aceacf67c5e9cc62da2e72f54321e54dee00
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_581.pt b/CIFAR2_32_bs64_ckpts/md_9/step_581.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8b9f6ad68e537808f256f8fe708f8b099322ee38
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_581.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f8a575a077ac42a24a7d46ac5f29845cfe5691456dfa984e4dec20635206e1b
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_583.pt b/CIFAR2_32_bs64_ckpts/md_9/step_583.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4be7ca0588e3c3343a54a9ed07dea4782c984a51
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_583.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bef399acab4980b1fc82f354ea64f910ca69adfddfbaf829f92d37b43ffc404a
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_586.pt b/CIFAR2_32_bs64_ckpts/md_9/step_586.pt
new file mode 100644
index 0000000000000000000000000000000000000000..de121755e5f37ac8ed09928611aa870928530593
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_586.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9857212e754aa9169993efa83b3c6d0d02b68ca121bf37c92a7ba62ba61b88b4
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_587.pt b/CIFAR2_32_bs64_ckpts/md_9/step_587.pt
new file mode 100644
index 0000000000000000000000000000000000000000..330715e751a3fe2db4fead033133eb76a120ee76
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_587.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b67248f9f309a2b2cc9d1785dfa03041024a51b3030f5f7e5a6fbfada7614f3
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_588.pt b/CIFAR2_32_bs64_ckpts/md_9/step_588.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ea88698be0a0113550c9334a6a82bdcbd896810b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_588.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d70a8c6de977196c8ba01e9e1bf47253958a702fa400edbdc72b5a795f864e46
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_589.pt b/CIFAR2_32_bs64_ckpts/md_9/step_589.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ff3099aacf10aa325121dd8a89b24dafdf572686
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_589.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33b2b5739014a05a3277557d18b6b34777c1ee3d5357c2e04b561d1705adea11
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_590.pt b/CIFAR2_32_bs64_ckpts/md_9/step_590.pt
new file mode 100644
index 0000000000000000000000000000000000000000..45110460dac0783a9df41f522ac34f9d42d0ed76
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_590.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b5827a90607ff47b5571a95bde8e3b61d6f04eda73a512c3ac7f17c91ee0e9b
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_595.pt b/CIFAR2_32_bs64_ckpts/md_9/step_595.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ffd612b4218ba26fe311e51f3e204c44350ec778
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_595.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5efb5fee97fd395e563ee508b7adbede0ecee88992b0177708f410fefb842ab8
+size 9126712