diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3419.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3419.pt
new file mode 100644
index 0000000000000000000000000000000000000000..696e119bd5e3d66efcaa455262e793f3fee019fa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3419.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0fb91bfdf8ab02985884e5d4d4839ab27a71b92437951c9b36b2f16791f82c8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3424.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3424.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e231f33eec6cf5d956ad46399647c818c147e5cf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3424.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:458f12aee1305debde03ca1dd53bdad0ae8551d49ecf7c28f2ed9d1236099e69
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3425.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3425.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a23775264c80e7c2df87f7c1941a60c6c8b5cc67
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3425.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb0454f1b65d46f61c7a01868e70e6e13d46dd0874d778c143a7471893548ca2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3431.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3431.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ab23008b25d66aa8f0190ff5e6e932adf1bd0dd9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3431.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2ad7eac64289bdbe889951d4675773da1ca52eec8e9f4d63a197896faedd838
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3437.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3437.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4b212be361ad00793f89b8c7481e6b19ab63afdc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3437.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd5c0c1ae2c6ac86d0fbfb4f86e83e8c23f428b872aa0fa4ae7e4f84020612b4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1904.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1904.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2a272b83dd7502b0c35e9f63c50790f45133b04e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1904.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4357bb4d4dd8a53bbfb551e0bf7e574e55b7ffa37346adb4429d21288a1f2b0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1913.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1913.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6b9f52c4c9d6dc4167e789733b3865baf45d6c65
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1913.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b290569581e1c076874f791d068e18c09fa0a79efd770e4c4b04e9fbcd7959c1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1917.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1917.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7c65e49146c7406350a696ad480212a1076290a0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1917.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25f3e86e9a2418570f5dd81a582d850c64c6737a3ecdeb3450a65aa4663b48bb
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1920.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1920.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7171718574ad29977afcd95980c37934806fef47
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1920.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f9ad666124a1207919c7ef429c5d66acfef94aa9dd49c51e3a8e3ab2831db46
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1932.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1932.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b06b682f3f7035723a58cae11de622333101e86f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1932.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f59ef7819836413dac040b5142d7a3dd1ec5da2f35886d6cb67e9d7d9a0a20e4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1934.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1934.pt
new file mode 100644
index 0000000000000000000000000000000000000000..af818af0d2a35f46a0b3af4a233a25da40b7adbd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1934.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:924cd98f0bf1bd1a6ca007b7cf0e053cec972e9008b3ffad5df002891992e5ee
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_349.pt b/CIFAR2_32_bs64_ckpts/md_4/step_349.pt
new file mode 100644
index 0000000000000000000000000000000000000000..05c072cba95b4297cda54647fdbb94c7a8eb016f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_349.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40e62ba1edd8c9d6255ac7b93b68a581c87e66ad6c396fc76bcb3d38b44c11c1
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3529.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3529.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bc68962515f3fecb2c614e36c488c43582e6bd12
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3529.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6509c5c2ae2653dde46fe3d75f11b0d95009aec938185f850d372c3b56d44ee2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3535.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3535.pt
new file mode 100644
index 0000000000000000000000000000000000000000..049889af1d83c8cc78e77852e0b99f7f9c7909d5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3535.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ddce797cd355795fcd7338287adaf4037eb0c78ca01e8eab0261a0234b558781
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3536.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3536.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c811a8b3111de90f61a3235a24144abc14db388f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3536.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:867258982f5b9c896daed919d0fa9ab191c3d75e85d94ddd6ff9ea20c76a0e2d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3537.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3537.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6cf9afbc36707c2a5ab9aa2bb8db05783caa11f6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3537.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f3fc2a71521724b72c6dc52b862bb1ae9650befa08b9ca23bd4630c60e195d5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_354.pt b/CIFAR2_32_bs64_ckpts/md_4/step_354.pt
new file mode 100644
index 0000000000000000000000000000000000000000..438b0bddaf36ab4d9704c89b1a0294e4ee59d463
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_354.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3a5b833c27c3910ebe75cb1cb0ed13194017eb8cf083e1b5d5a3bea03aa9f7c
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3540.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3540.pt
new file mode 100644
index 0000000000000000000000000000000000000000..44ed48e6626d49c966fc0d14d85203da68abc775
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3540.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b192b3cd4fb17d28519a5abe9ff34d3f32fd6fe573dfd657b432562a072ad1d1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3542.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3542.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cde093bb3271d84fc2ed1734e23e5ed75d6ab96a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3542.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d5aca8f8b1fe7fd52b45582628bef06b8a2354b96ec7d324bce775ba8d89663
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3543.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3543.pt
new file mode 100644
index 0000000000000000000000000000000000000000..134cdea8cb705a2fd5b1722c8f8e11198473b38c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3543.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c90c348f0b833b603e85029082f02d604454a372d76c4634cccc325961b729d1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3544.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3544.pt
new file mode 100644
index 0000000000000000000000000000000000000000..84ff01de907579d0f28c4e0dce0a570af380a45c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3544.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0daeb88d3da858eb69c8cf2bc74a9cbc27a627bef0477a8d353492c1f5a7ea9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3545.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3545.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8d36f24db58f59076a7ec1c4df2f47dbd8ba95d6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3545.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4843b59a07e6c3069b5d2c5e54f6350d491586e2bd891ff500751bd8af9fb240
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3546.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3546.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b13937b32ddad38b75598b96bc15562fff72e307
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3546.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c5c078318cdd0fba822ef2f83699d74cad9664cd1f6c7ed474f176b20068efd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3547.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3547.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8383af022bce03d501d9dc321010812c375397dd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3547.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:628c7c6320edd33276cec1023fc8de2e1b93fdb38dc349b6964fea8efc921e38
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3548.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3548.pt
new file mode 100644
index 0000000000000000000000000000000000000000..78cc339af60c82673f467fe14d1c10b5bab9b73a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3548.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27deacc8677e6c6a60c9e027db211031ea6f757fe645b7d25aa94e15ebd46c42
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3549.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3549.pt
new file mode 100644
index 0000000000000000000000000000000000000000..493ac18fc59c20ab21e540a343cea35f64f3335e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3549.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:550d9d684ecc2c10e01a63ac3184697173c31d8c51ee5dbc911d9f1812f6ce63
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_355.pt b/CIFAR2_32_bs64_ckpts/md_4/step_355.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7361976d95aeea3e9b30652b815665ab2a5398a2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_355.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:443fdc84fbab940b224f26991a246b2d9f937678c7c260c888114f980bebb714
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3550.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3550.pt
new file mode 100644
index 0000000000000000000000000000000000000000..76c81332cfe7fe604f64358266b3983c5bbb4691
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3550.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66df279fd25601a27b64142473119f2efde81694867a89845042dfc0929ebcd2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3551.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3551.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c398517c1513caa61f3dffafd93b669029c9fac7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3551.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e16de41b20ddddfec96aad1b57e98bf1b52865e61584061c15fa1d33c9442c2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_356.pt b/CIFAR2_32_bs64_ckpts/md_4/step_356.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1387f439e7550ce0c1c9126c67a2effd158b95f5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_356.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:170142e1a3ac992d7e6d9aa0f3d948dcb11ab6b444a4bed555bfe3721c000316
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3560.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3560.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b045a13bc991347cad90a9b9607fbf92ff6f05c4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3560.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7351b831320e71e9a31cd566feff350e6dafe51a8a05dcc4983457e9c3b3b9e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3561.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3561.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6e6f9112439bed1fa9f9b16d65f5f1117b244389
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3561.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:031278afb1c488c1b3243a4aab36e40189a1f1a9555b00999354cc748110bc26
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3562.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3562.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b8f5e85bf621e965784551ab8a387e64eb0bd7cf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3562.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ddba444e8dc29b466569401e846cbabda056352a6dd1511cc83a43027137f0d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3563.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3563.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9d4633f98877c46455ee6e69ebce9afaa2489f70
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3563.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6087e32be7e323738a5a66802049588a0326288158505e9047aca20edaa7b3e6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3564.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3564.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d8731c5968328b234c4661ab448a8d7d90c184bc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3564.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc81f5dd7707201d18cc2cd3ea3851164739a0e1f681e86047b2d1fbadd648cc
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3565.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3565.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e4af1807467a6bdee8a61886e9b9570302316b6b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3565.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5154ec4f2cf397aa807c5751ab8e75d61b05fef0357934645fd809f6d1a0b9af
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3566.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3566.pt
new file mode 100644
index 0000000000000000000000000000000000000000..74ad2dbcf509ac17997de5ba4f565c8269647a67
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3566.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86b2d9d6e9df269978b034a279122e4c3033ccf14b8f697ca2430ff997b98617
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3567.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3567.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a05a1bbb46eb9208a1d8cda89d2acf363db9d2d4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3567.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11144ba627da8c9b731f03988e0ab7a9383a62c2f9b0080f538c9a60a2874034
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3568.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3568.pt
new file mode 100644
index 0000000000000000000000000000000000000000..55bf89648720390095b4e17b5d5de2bc21f752d5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3568.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87e3b6e891d8f5ff366acabbdc1f67aa23bc8cfeb42e0aa9dacf4ced1ce594be
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3569.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3569.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1861b1240c6fec18816fe37e87e621ca8364df96
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3569.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84e932ec61cb45b60ae8679b14be52ce763e38d7939294e0c2c740d4f14756ca
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_358.pt b/CIFAR2_32_bs64_ckpts/md_4/step_358.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c02b721be59f5c34b5584adf4ec9b0bc6900eb38
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_358.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84bceb97306278199a53f9cfedf2fd6d6bb66ffee5a6a753329bd4122e025e4d
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1331.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1331.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0954d07a125a204e7afc10ec1aea2c9210779f67
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1331.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aba89760e8d3c69b539115f712c028d0ef6788cfdb0cc46c7a1322e6a286168a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1346.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1346.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d13956e6c346aa9ebf5cebecb271baa7119a2257
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1346.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3942b3ea34628423faaf5f68982cdd9be166937f0674654a8bcfe00af7ea425
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1347.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1347.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2d28f9a317b4220d15782f334bc0a9c3e78b65ad
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1347.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66b234be825337e901407c0817a5d6ae26ce5f28cfe46da451e793f54764b78d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1348.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1348.pt
new file mode 100644
index 0000000000000000000000000000000000000000..906b8d0be3b9ca7af552bb6075b1e185a290ee22
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1348.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e145531c4cce2196cf85a0f1143d0d9e50622dea016de5a59af8693497fcbdf8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1350.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1350.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d0090a357ecef131a3ccff674eb99d06aea568ba
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1350.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffa00f1b0326a801911da48bd37b12f6ed6630dd1b16a7549d52ac5520b909c7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1351.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1351.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bf38a6aafc172275ab8b541653c083ae7308e5b3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1351.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a66023caf6bc4d82ca7f55c5b8767d36951734c478d7c7d76406f4a95e4d372
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1352.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1352.pt
new file mode 100644
index 0000000000000000000000000000000000000000..031b806b3f3be783454d6784b648b747aabddfcf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1352.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:945604d01a8b0be8079722286815fcc3a12092adb2f4dea26381c573f1e5b7ba
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1354.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1354.pt
new file mode 100644
index 0000000000000000000000000000000000000000..845cfcaf75f8d8dd2e417244d673154233dc20a2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1354.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2939948297657f4a3b2b3b33866a7b0f746c41c8e9d4d41a6745ca2a0d91809d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1358.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1358.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2c95f0ff2b3025f95e56ddfd64ed27cb7677550a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1358.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6050920227853eccd9b68e2364371adb81418d2572c622676fe3106c8cd013ed
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1359.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1359.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bd017e34403a48fa5ccef87ceeaa3b85bfabd4d5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1359.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4c7657ea0cfd89a0992c6120b53f6f9a77474a76837768e38fd6cbe80fe3d14
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1360.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1360.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5e9d44e0892b0a20121cf1a9c10a97202900a57e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1360.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76500d335f95a544ce646bd5a8ecc02f67d91dfbbe3dc1a65c80bc5a7088b0ef
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1983.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1983.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9feaa3c141079112701aeaec838744aeb061dc7b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1983.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:faa1b4b78b03334d665760c831ec8cd518b528ca83d57b52c34cd28f23307132
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2001.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2001.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8862567395aea5213ff80c89ed3e14be796a8e8e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2001.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb4c635b4e43fa1cda00d0c657f2aaed728239612ff19025a355c55cf4c85980
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2003.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2003.pt
new file mode 100644
index 0000000000000000000000000000000000000000..adbd5dce7ee2b7e2d7aad14422293b54176a8568
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2003.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b109d427435decbf92519cec85d3186a2ae762a089205c2e6fa106c55882511
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2004.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2004.pt
new file mode 100644
index 0000000000000000000000000000000000000000..68adf10fc32ff2eb2d68fa7b566c743b30254839
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2004.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aef17a987f3b8e64d0eeeb0844ff46518711542f52e614340b35bb025727ccb5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2006.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2006.pt
new file mode 100644
index 0000000000000000000000000000000000000000..929aac4d596b483826bbdb90e04504aacd4ed69b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2006.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f63d57bb99f38e7389e204041cb0fef4986ef6543b7188b5a19a8c5e775f309
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2007.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2007.pt
new file mode 100644
index 0000000000000000000000000000000000000000..74834142a7de2d61e37548ac3a18d30f21c5db76
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2007.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec05ed7e732bd955b72038ce3ffcff4abd9c7097d1a2ee10fe6d3deeed951bb9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2008.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2008.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b35fd7272917ddda78ea7d36de227b2d3c119dcf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2008.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fbb56fd6066103292887bfd99d1ebb81eab3afbc99bd57e2e37b8c1b37dc79ba
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2009.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2009.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e669459d295a53685ec419ad00755f635a3c9f7c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2009.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64a1b7c26130874a2c88d1ae739767f71d1cd3fb0bccaad74c4b83cd8190335f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2010.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2010.pt
new file mode 100644
index 0000000000000000000000000000000000000000..229bfee665d4d1755ab905a6babea0a40f56cce5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2010.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d0c93c066059e0a5825a7bdbffb53cabec08bed0418e2b55dc807e84f96f89d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2011.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2011.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6d91cb0bad0c0a096fa1072ab6f93d3a39485f86
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2011.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:299e7245aeb4e151a255fdef874785d96e62e7dd4dada03edafcdbdb6a1fbb2d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2012.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2012.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9a6f133e4f873f3492eb5b005737d6673d6578a1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2012.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c26402d499a60aacdaa4f86cdc72a7b5ba707a336e714154c1660e3281d3f759
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2013.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2013.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dc0e469372830b966839e5aca9f80bdd9a4c7414
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2013.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd419a7cd59763ce10c0fbd22aa251900d18f2e848cca029726a07d2312692ad
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2014.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2014.pt
new file mode 100644
index 0000000000000000000000000000000000000000..06ec247af3680fb508ed9b7c0fce60c3df63aa1f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2014.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:055a586a4b50d80e4c319c91c59b132b354d45c92d7bbf9184b878c6dba66e32
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2015.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2015.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d34a7fb27e83002a466760db45c35d6ef624f56a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2015.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f1b02fb5d2f0ec49591eb6005d7dcf83948bddbaf09fa14f1534a28280e4f22
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2017.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2017.pt
new file mode 100644
index 0000000000000000000000000000000000000000..206d69b7b74311e226b1f7b9e4244dd02c199e4d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2017.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab731624e8fb435920cbb8e9bd2e5618e122d90482b59676c00e7a941376337d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2018.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2018.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0d88b1011fe7e5dd7f7ee6fdf806ba19619c3986
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2018.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0af4060a8314aa270d80f7cfb7da9d4227b6e864a3f4bc3451964f90c5f8b704
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2020.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2020.pt
new file mode 100644
index 0000000000000000000000000000000000000000..16c6fa66aedc3dd031e9d6bd20c8acada538919c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2020.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3a52367332d57bf07ee4b693de8b4d2a029dfe18a2af3fab5ccaad6dd508b6a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2021.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2021.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7853e555ea7619ca97079809ca69da8ca47cc2a0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2021.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02dbbaae5f6a4d22a08a17243d0c7c930fa44486990f9be3ecfd9bdaea509f17
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2022.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2022.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1e939691b49a2c3501cd475236b744fdc2a30e64
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2022.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9512d9baf1a8317668e03c4334b35d5f033add0db836fb6883079f9824bb26db
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2023.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2023.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f1eb48356e3ec7b9faa42d0384d78ab542b08b5f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2023.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2dda3873202a6613e97493dcf34e9e1d8e89e962f5f525534e3a07832c685ec6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2252.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2252.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e1b055602d88f6815d036a934d44467c03ab1491
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2252.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03a0cf9d8c4547460ae33e6874f65c8d3642359b2a4e5be7117c4922995bacbb
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2254.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2254.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e5e7ad9471083a6e25a782d81c5bd3c5884f33c8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2254.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de5069ee3f9e0bdc9c9d6dd823d3b0b46e7ff8beb86f9a5051c75df24fec3b17
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2255.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2255.pt
new file mode 100644
index 0000000000000000000000000000000000000000..db86e1392bf39661f5c52a26ffbd54d746d17d1f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2255.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87777b78c889653bbe33fc4de133f550ffbcc465b1b7ff7a15353e329ec88536
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2257.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2257.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f693b712047bb01cfa38c1514b0732f05e7de089
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2257.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0025d7d78e1c22e1c125e1e1563ef363f6cd71cd299d753869e7336a568c95ec
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2258.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2258.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3f69287e9b9306878de00195bfcd0c926ea9685c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2258.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6bf226633c9e9609bc91731859b657b010569698dd636b255dffe8dfc47a395
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2259.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2259.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1ca5ea583cae1f8f1bfa6f3dd65615d59aca4a13
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2259.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79eaeab7612a5a7ad188c956ff9821043fdc1537ce1567dd89fe0ca31400983c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2260.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2260.pt
new file mode 100644
index 0000000000000000000000000000000000000000..be6381bcabb0b57c2e3fc3513a61b1c7e81746c0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2260.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21ee3a443f6d10f8152042a7c3bf45e42a105a29af2b1daa67fc43d23ada6add
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2261.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2261.pt
new file mode 100644
index 0000000000000000000000000000000000000000..90e8a24c4432d0d1f55f7314584321f5747be468
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2261.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b64d96d52622894d8782299564c269b57768449da9c823fabb0f56efe61a5323
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2262.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2262.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d1cdc87ea943868d0cdc7d7227e73577cf8724a0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2262.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2657498279e6347cf47577f6939fcc59d1e80d294e03cab705c93312d69e2a48
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2263.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2263.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9e9a7fd7fa56982e396a4791ad1b1e755d9560ca
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2263.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:189fcdffd30086511a552a78abeec71b0526aa4005c291f5a4e5c6c6b67a14e3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2264.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2264.pt
new file mode 100644
index 0000000000000000000000000000000000000000..92b7ede07d54cc4e405a645a2b1c8ea1ec246ef2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2264.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b16d9f7d93b18b7599900ea37be95bdc420bdd06d9ce6c858bb63159b1ec6be7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2265.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2265.pt
new file mode 100644
index 0000000000000000000000000000000000000000..399f817f012266827e758e35457e1e7f495a4478
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2265.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebe9941c855c6e331e916f29772da1f098464f87a1610b16b2aeb88bb022f612
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2266.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2266.pt
new file mode 100644
index 0000000000000000000000000000000000000000..74221f8ba66c3efc6f24080b1798ca9b015f837e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2266.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:702e433fba5417c995aa3a83c8cf5191350cc41bc71ed5532cd3910864d86c33
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2267.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2267.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0e5393be7d0ebd97efdfac1e9684f941f1ebae62
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2267.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38d756486ee31f05e49bb5b238dd881338e30ef46c802250ae2444f0e5e9c9b7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2268.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2268.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bad371534fcc878c7bd3a9ba0171748455a35c08
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2268.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb87933deb4d5ab53d0068a5c623f35e69ced1f5517b715e7215d6d3794f6b3f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2269.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2269.pt
new file mode 100644
index 0000000000000000000000000000000000000000..af376cb8cdb35eb3593c95c17d3b1becd0cf57ad
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2269.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19954615731ae7499548fe2bd639da9f896075646a2425d1e1dd5d007625bb22
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2270.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2270.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2def8bc8742911b6f6e1fad602a50cd7bea72200
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2270.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b73218fc31f6d5a4900cd9069c7250b666f1c4c1ff455c0560f2f5490d6b8556
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2271.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2271.pt
new file mode 100644
index 0000000000000000000000000000000000000000..78fe87a7b0a677352d573e005b5d9de583237c4a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2271.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0069e30aff1ca186422f5c6a2eaeda838ec10f318a32626646bf6252afc752ba
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2272.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2272.pt
new file mode 100644
index 0000000000000000000000000000000000000000..aecf1554fce33e966c4751e8de4dfee920095515
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2272.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46bb0cc51f7badfa72a7ff7a00702f19571054cb38e8ebbacbe67580073fb090
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2273.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2273.pt
new file mode 100644
index 0000000000000000000000000000000000000000..048594f78eb707cbbde751436723cd97b49e5743
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2273.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1ad2e44612a307a2b786140b9e3541290ec6a22985fc5f3f23304b1864eb314
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2274.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2274.pt
new file mode 100644
index 0000000000000000000000000000000000000000..48a72cb269f62e4fe8f3587adea3ce66d59654e6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2274.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5313c435f88fbcb7e4608214e82181cc12415fe4769c469cd6b85aebf87c3ed9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2275.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2275.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2a81703340eb560f12f94f10a3b782029eb05471
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2275.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5632cf440002290e09cc9ab6dec9b11eecbcdb35e72185dd771b1c90b1a0df05
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2276.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2276.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b6ef9a2825080468c0544d217ece04efa96ffef6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2276.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34a76aa132a125ed9a67b48eca33f7e8aacaf0382faac816b207010c6f723f6d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2278.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2278.pt
new file mode 100644
index 0000000000000000000000000000000000000000..927bdaf0e8d74587010cc9a525b8cc752c3c3a3b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2278.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65d1c570549fdbc009da360c6d3033432b411e62a9977fdade007b8657390f37
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2282.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2282.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0cb5b2b421e78dde0531c112e320bbc30620302c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2282.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4f1a194036f1709933cf4f6a50bc28740e7d64760a144b90bc7892f706445e6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2788.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2788.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8abaeace7a63787a4b170f245a1abb994dd3ff6d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2788.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72fa78497000ab80920b5ef9faf2ba64aee8a4a5414ac542d4a8906a8c64237b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2791.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2791.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1163f7a2b9ab4227f0d3b880042d5bfc4edf9bdc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2791.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3aa8187bc9a77e789ff902c0f196f5943adbbafb1de51ac82edadbe2fda87e4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2793.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2793.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7c51c54cde198abb95161536b344e68fcae903bb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2793.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:608e670d84d4fb5fe14876747a722f39caf26f87abb70f3ee310da097793ef52
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2795.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2795.pt
new file mode 100644
index 0000000000000000000000000000000000000000..329f2020a48d58bf9947400d0a4b9b17d9eb8240
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2795.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d7f6d551546f2accbe9b2ce632991396be4f62f607317550cfceb28e5146e44
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2798.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2798.pt
new file mode 100644
index 0000000000000000000000000000000000000000..63a4d14f08c52ee95c2efd8270ac43b321dbd38c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2798.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f16629c5afef5ff297d53b18c94725f79cc065434eda3b26679e84b61193fea7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2799.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2799.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8a47c678bf31e0e351fbce1de92318fc2e40c876
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2799.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51d3a256f35de0281326e0508fe8e3eeeb9b03a15b89c4c94b8480b54e113d50
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2800.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2800.pt
new file mode 100644
index 0000000000000000000000000000000000000000..090714dbc9a04db6e86aeba8caa854784589fab3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2800.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6ac507edacb644d1043fac70d0abce573a753619c1cfd4c3b81f7632bfdefd5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2801.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2801.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fedee877017d3b0b1495dce05c09627236cb507e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2801.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:914b25a8b0e32cbb09f9c69c0c3eee318acbf349fd89bfca2f4777c8fdacdf13
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2802.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2802.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f4b29cb7e26752ba76a4f8d94681743d038d3560
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2802.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbe7a279f8dd8cdb5e2cd6e01d4109bd53ce6f745bac9c7e00f2e5ae438962d6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2803.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2803.pt
new file mode 100644
index 0000000000000000000000000000000000000000..635cb7d050b74d799042e59504739dfdaf103df6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2803.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e680151df6983c66f4aa78693633d67f67296329905d5cdf4d95980bfb85b96c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2805.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2805.pt
new file mode 100644
index 0000000000000000000000000000000000000000..af137bc53a3049b4c72702435da0bcf6f17553fc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2805.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea986e0622eb5cd9e630dfda2f8761bda703c07b884e6963db6b3b07dbbff73e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2806.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2806.pt
new file mode 100644
index 0000000000000000000000000000000000000000..34aa941554c61bd16c224f6009f7a0da5ddd1b00
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2806.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64b8529ea6612be55a60fd26427b6daf9ecaa8cba0bb3d6635b7b3ac7142dc23
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2808.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2808.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6b40269e1effead111be15cc7baa12cbf6bac396
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2808.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b399515d0b4fc447b4223f4483d078a38bf96e93b4e14a2fd29b36359a57867
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2813.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2813.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ef24a84f3c15cbcc4ff5ed0358fa61da2fd487c4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2813.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:241397e8ff90aaaef3fae8a3d8a11b7d4f35c33060a2841ff8ee393266fabfe2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2815.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2815.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e17d2fdd6aaee183cfb0c13eb1f6ad25f6a58232
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2815.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:363659edfb3879d2284dc2e929dd8711217b5403688a9fd40ab4279d8891bc68
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_2816.pt b/CIFAR2_32_bs64_ckpts/md_7/step_2816.pt
new file mode 100644
index 0000000000000000000000000000000000000000..66497ea5a90dbdf43997c5cc538c73e89ed6f13a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_2816.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd4c9004d694f814c1bc63836b409bc49fe3d57fc79947444000cc7be7096880
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2597.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2597.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f1154bd8d0dbb340f268f4bb5ce92a932202fa4f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2597.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f1958e72b7acf1b238854d822756d8136b5e01d80197b3ba155632f1fef467d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2599.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2599.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a78a90984bbdb75a4c7510d445dd715ac326856e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2599.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7724d8f7064709911e05d89ffab1cc6566de57f6dd6f4c6781cf9727e046ec4d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2600.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2600.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c41ae153af461497baa1ceeb618046ba91adaeaf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2600.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32fd2fe47203c6f1a33eaf05f4fd029ab80384278f3083dcca42374251175d60
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2605.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2605.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9be85c9dc6aba028db10185fba467d639db67ee3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2605.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f8621ee5709deed544270e3511bf3a4e89d3d688cde5c97316a7bece6411f1f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2607.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2607.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7df050612175133aefab3cf241938cd96655883a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2607.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65e94db46f78a9294da5084c7129580727124a42cfa1c27ff2d5592483f40d69
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2608.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2608.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0dad820f3730f8e44813958210f394279ca649e3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2608.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3a2e825b5b2ddf4e87a2519c37d04adbd50e6e4d7dcd04e5d53972891ee8bca
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2615.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2615.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c75e1c78fc01b686366bc6cd1e30d47342fe1927
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2615.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70185df94a46ee577abdcc2d43334381cd507e5946f2d29e5080c298a6534b6a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_729.pt b/CIFAR2_32_bs64_ckpts/md_8/step_729.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1279537795287112b5f21938776ef4e480ec096e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_729.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84b2008ccfcf2072f7d598a98e2726727421bb297b653eca35034afb759f817c
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_730.pt b/CIFAR2_32_bs64_ckpts/md_8/step_730.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a60bf5bf22212715df3bfdf354b02ae53d195a70
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_730.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6847a6b28d592f47faa2e1d457b029adc2056ff6ca19b26bcbfe463e1776f9b
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_734.pt b/CIFAR2_32_bs64_ckpts/md_8/step_734.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fd4342914121d775172bff94fb9866436dd567bd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_734.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9efc8724fce48631c106aa417ef0bd94bd881200466770b47ff4dc0df9c3dcdb
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_735.pt b/CIFAR2_32_bs64_ckpts/md_8/step_735.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b1b8b80e258a15477f61d22263bda66e10bf637c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_735.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05a6b11b265ae28d793bcc9599979e2b2cf034c61ac1bf89e9cbf05de9cf839f
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_736.pt b/CIFAR2_32_bs64_ckpts/md_8/step_736.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a6e3be22b6abb235330dc01e834fb7aa93c257b9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_736.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee7b20f0723d15101fa8cf02927e168a2a4c009c79cec25f702212d81d1bb363
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_737.pt b/CIFAR2_32_bs64_ckpts/md_8/step_737.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0b8b75fad5ed1e5ac9c63f8968ff0e5fb5957585
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_737.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7064e1fb6670a79f8c2fce8f49adc5787b14977b65d24382d96d3acb59be077
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_739.pt b/CIFAR2_32_bs64_ckpts/md_8/step_739.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e17aa6533d62752b686c9dced9b2cc80b006bda1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_739.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9769b2f603d96362dac23fb6f97e26902a251dc129ebe2872d20d29d120f2219
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_740.pt b/CIFAR2_32_bs64_ckpts/md_8/step_740.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b840e386278ba47c0198f7b4c4d8f1c6df7920c0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_740.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9206c4af1ebdba31cf51dbdf3ca7175e466c79b74f728e2ad97b33d2c71a0db8
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_741.pt b/CIFAR2_32_bs64_ckpts/md_8/step_741.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f470c61237d38009fad08efe9f99803e0b8ea025
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_741.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89e1c309f5d2e4dc300be9ff804571eddebd6672400362395a97169a170e25b1
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_742.pt b/CIFAR2_32_bs64_ckpts/md_8/step_742.pt
new file mode 100644
index 0000000000000000000000000000000000000000..35ba8d83d0dff5223d901cd2264cc40af8d20dea
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_742.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6debbcd64d306611e777279f09fc56460ba410d73854698376aebc6ba281088
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_743.pt b/CIFAR2_32_bs64_ckpts/md_8/step_743.pt
new file mode 100644
index 0000000000000000000000000000000000000000..41b453e05013ee89e711710e05b5cab4ed406226
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_743.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:562b209106e3f5ff510293b0bca970dab7aa856ba7bcce73b9db8746ad4761c6
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_744.pt b/CIFAR2_32_bs64_ckpts/md_8/step_744.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a3ac24ec51e10d7c5f2d5d0c3ef1900ada95881f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_744.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0facecf1696070cf36451f2c9013a1c1e0119d355cfd93b8e5b31128a654bade
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_745.pt b/CIFAR2_32_bs64_ckpts/md_8/step_745.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d46f638ebff930151dce45c3293ca6b6abcb9e73
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_745.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dde72fa035993c422ad9c81256ad9d3101f6a8c8db19e6920108fea764cabc56
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_746.pt b/CIFAR2_32_bs64_ckpts/md_8/step_746.pt
new file mode 100644
index 0000000000000000000000000000000000000000..132517ef732e79b3c70bcad8cffdf7908159f64c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_746.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa4e2aa170d008bd1b86dec62b3615b5dc224b85b8d70e1796c00f372189a39d
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_748.pt b/CIFAR2_32_bs64_ckpts/md_8/step_748.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6db5aeb23b480dcca3d8248a457179e38c997e8c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_748.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cf8b467ba68e9f9028f274ecf4b87ce1a7c7721162d8be7faab838ed1fea793
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_765.pt b/CIFAR2_32_bs64_ckpts/md_8/step_765.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2ce77f8159dde9c57091de9c7d0a23dadec9e990
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_765.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b40fb94480d56ac4c6876186c950139fcae458a4029d0afa4ae5b792497bc431
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_766.pt b/CIFAR2_32_bs64_ckpts/md_8/step_766.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3c56eedf3fdf0f16a06f3bc5828d2980533a80ee
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_766.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bced47ec134452fb1b7d15f4d53075fdf4190f95ef8b5e79473ee83359e3f5f8
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_772.pt b/CIFAR2_32_bs64_ckpts/md_8/step_772.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c5bfc2bb134292536c13d19da1baca2403a30d0e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_772.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3ed81181ce9c1731da346682f89087eda912e1596e717aa6d81c4dc53116a41
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1415.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1415.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c411e30ef75c3b39db8c95c5a81f1ac669514cc8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1415.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa69551a6a6c80f80b13efcd0afdee592897af46afb5f4093f7f447a56034584
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1445.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1445.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f5e97f0b3d021bdf176ae536cca75ce90311231e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1445.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84c9cd31402b136c2c13f141c769cf5b7a6786f8fbfc98f0e4d4ba9936965334
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1446.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1446.pt
new file mode 100644
index 0000000000000000000000000000000000000000..04e85abbb9ef5293d258da9e0b1ccf4ae1d3218e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1446.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f5ac021adaa7decb43c0c98ea5d0991a70324d187f5c70e8f3d703960ea1c26
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1450.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1450.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ce543482de4e9251e97c6c6c163a1cb6140e91b1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1450.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6ef49ce3f0665b3a6eb13f39238bb41007779742d0a2280225dc215b0535c99
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1451.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1451.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c1fcc46b15cb6094a9856b151c98d992635a2659
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1451.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28b5bdf28b39e85c336415d62bb6449c88e6c15295b89d8953e286428b7d84c2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3670.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3670.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a9e22b8e7d133e5657d1f9fdf2b4e4db1a641ee9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3670.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d649f0e917b31da5ccae58c23b627063dd44dab8a9dfb96ab29724c5b795c3e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3671.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3671.pt
new file mode 100644
index 0000000000000000000000000000000000000000..72f3d2d5a0fb53f62c0450b268857d1955b8f398
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3671.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:201d5c5557276880fd6495fd724285e6f82b84124dec979c85d6d96855c80261
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3673.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3673.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0b0ba720ea64235a2d182d5ad4f760b86afea93d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3673.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ea2d1c5bc40645091821fae6ae62fc578f9b1b740ed51465cc5330bcbc3d548
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3674.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3674.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d0476bd75d89b6cd5a0aa4236d6af7cf1ee8a1be
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3674.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:889443eaa9f9551dc5c02c8437966a542bc01c1200dbb6f7164d0993c12a788f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3676.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3676.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2e8a1c0856c31080b6d02fa7c307a67100fff3b0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3676.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:828a293f60a93e63964d2880b891e5e8f28edd39d3abd162fd747aabd2a61414
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3677.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3677.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5fcfc1f4d4413461ed04f2c7e3cbb0a171f4c27b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3677.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91e5f00ef2414e306c42705803bb9b28180aa3c6db2d8eeacd21e3a57295f108
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3680.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3680.pt
new file mode 100644
index 0000000000000000000000000000000000000000..263e92300c9c178848a00b81dfc157f59bc8bc7f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3680.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb54138b5da927f229bc648b1c3c0913681ac8bc19c34b171647f9fe3fabf45c
+size 9126765