diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1791.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1791.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3ed0c4370497258006582db9312944bbc2730b0a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1791.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79932d42a99670230ead34cf38117cfa337feff906f7b2bec33a972306ef0f0e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1799.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1799.pt
new file mode 100644
index 0000000000000000000000000000000000000000..13bd65be002e8de3ca406bcec48675f533d9e248
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1799.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e233e9a3a1da839ef4378e82d495852f2cc7d6935f700fd0681da065ef5591ac
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1800.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1800.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f3dd24905107331a7671c4730d13bb8fa7f5f741
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1800.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f179502f3e732544c51a481d694057e218cc71ba79ad9bcf3dc1dab8b80e21cf
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1811.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1811.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ad603a13e1e359e0ecc4cab6545ce461e8125511
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1811.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4ffb495bf677e8612bac52342ca490748cab266c6f83769ef8f34663881013d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2468.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2468.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7fb3c26a808dd805b54627b34c9681e044a2d78b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2468.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5fb4fc92cd6409f5835d9935667a793b320b7a6d117201983e37752100d024d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2471.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2471.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c71761d842fc3474515a4e8661b9d09df429c97c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2471.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d2e4ba747e4cca4249c6b50bb1c5861ba97330aa68c56d5915ef05d59ab6de1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2474.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2474.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1e9118405608e30ebd370ecf36120f1198cf7d65
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2474.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:025a58a8092d621c0588d3fdc31388ed0d9e38cd3b95e259a6981ad751340c6c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2476.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2476.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d206d90a1ff0d89c1aa379ee47f93d0f850041cb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2476.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8fa97f7c13cd9b75fd3eccd845ae02212bfc5154ec38a0d478a2e192d1308fdc
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2477.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2477.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2795b594b0426c57c379fcd856972b823122573a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2477.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72717ff87fa1752ca1afa42b11019dc06fe1970ac34bd48d43a9eb2a25ff64cd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2478.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2478.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6ccd367f7ec8b9a26b427f6ab0fe7b9e672e4553
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2478.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ca24167db4f969eb8f4df3c0b06f8de06c8fcd12b808d83106a297d2cd4f3b3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2479.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2479.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6565060f59e27beed60e601824423b6de8daf60c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2479.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60865c8af1133712c06b7be924587bf685e22212b9badfc5068aa64f68ce440c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2480.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2480.pt
new file mode 100644
index 0000000000000000000000000000000000000000..db0f43df2ca0b30dcc14e4748d26bddea70f3e4a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2480.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2df0d9108c16d7f8f496fb56744555e30db8f8e671bee4e53f44e30e1de87108
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3343.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3343.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8670b133ddffd8040b6034c4a770742638571340
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3343.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d76fbc82c4c6c67a61151b7fa3310233bf0e52ea9ec8d2a89fe959c4e7f9999
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3345.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3345.pt
new file mode 100644
index 0000000000000000000000000000000000000000..111380d429a65dfa0eb8cd48e9512ad1a9574ebb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3345.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47025c226458625053fb9591f8c068017ca63e89eb977adaf98142d238f05531
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3348.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3348.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bf341a44fc71d277be86592ab3db9658318e5d0d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3348.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f166e7d4ba21990017c00ca67b79ea26c8d15a4d8000436f292af71d286ba53
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3349.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3349.pt
new file mode 100644
index 0000000000000000000000000000000000000000..88a2c8df4db136059379dbad66997e4ac37958a0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3349.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:928a068bd128307880af80333d1c8704b8028a2f3544c737ab29096b3f4a60a0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_778.pt b/CIFAR2_32_bs64_ckpts/md_4/step_778.pt
new file mode 100644
index 0000000000000000000000000000000000000000..671f197be846f0224742ae7c01c72a04ce6ac7dd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_778.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39fa2237c41961a75d20657a3ee8a641949e04d3c6359fe444bc1916c7bb2e89
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_779.pt b/CIFAR2_32_bs64_ckpts/md_4/step_779.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3e78c7f43c8b5274a1100bfdb1675f9fc6cf94b7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_779.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e645053fcec21c0e4791436a5fa4bac4fbcbbdeddcf7c0fa8f876a9f14a5ca00
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_780.pt b/CIFAR2_32_bs64_ckpts/md_4/step_780.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a6840b0485ab1e8ba448513321f3f27efaf23c5d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_780.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14dcb95983487c14a9e7fcb4b51183c4c89e979f4f3d1954d1448d26bfa53fc0
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_784.pt b/CIFAR2_32_bs64_ckpts/md_4/step_784.pt
new file mode 100644
index 0000000000000000000000000000000000000000..86173c1bde19ce6c9fb4138d6152ebefe699dce8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_784.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b9ce6576f61f44e3949ded9a20cc7ae2b6350fc706ebe5874b8a59b922847ab
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_785.pt b/CIFAR2_32_bs64_ckpts/md_4/step_785.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3b7686739cf4c9b4258b9243684bf2e4d42b565d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_785.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e1a33dc27a76ef8db965b9660a4f73040dc87231d96b549a3635ad4048bbdac
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_786.pt b/CIFAR2_32_bs64_ckpts/md_4/step_786.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0842dda338c8262b61a7a504e76d72def4204227
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_786.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c55b3bcde1d5fccb19f8fd29236393196607c9cb23b0ae136dba7cc42696cf3d
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_787.pt b/CIFAR2_32_bs64_ckpts/md_4/step_787.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e123d740f0ba223bc632a847d19659cde4757e34
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_787.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5e24ef80f501056f804ea1cdf42e255ae582ce9fe9677414eb60be8ebb55b6a
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_788.pt b/CIFAR2_32_bs64_ckpts/md_4/step_788.pt
new file mode 100644
index 0000000000000000000000000000000000000000..17691c3ed632dfba97340d278a744d271d0e7e9f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_788.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7011e63da1274e435f1f6c66fae16849154ab3e44e3ae3fecf5a58b1fe3d3d92
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_789.pt b/CIFAR2_32_bs64_ckpts/md_4/step_789.pt
new file mode 100644
index 0000000000000000000000000000000000000000..20bd392facf6fdac0d00ea26bb47a9d3ab447f6b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_789.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e25cc4bd6121b8f62e0ce4d2a42b71e1d806497e6f1ce6329ec61c66edc10de
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_790.pt b/CIFAR2_32_bs64_ckpts/md_4/step_790.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5f0f812f568eba1a7645dac7030a1e98f322024e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_790.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb5f0b048400b7128b56610d47c2ee102f6c47ab3e4a3272560575b0d6d8e76f
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_791.pt b/CIFAR2_32_bs64_ckpts/md_4/step_791.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f9bcff435aa0d1caf080debffbb1a0b8a8a5bcef
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_791.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:044ed88eb9e03d181a9f5dd032a54470bda84686353e5bec3e22f9fe39bb16f3
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_792.pt b/CIFAR2_32_bs64_ckpts/md_4/step_792.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6fa3fb8a397a80a77efca3090470354f344813eb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_792.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:945c0cd589274ac4625c6b1fb019f2b471432605e4f465e0ecd18a591c750f4f
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_793.pt b/CIFAR2_32_bs64_ckpts/md_4/step_793.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d4fdb1fb03894f798ecebeacc67c21264b4829c7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_793.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21b789b48a58a507696a0cded6fdca26dd1c2a1da291c75cd8345b99a818ff2e
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_794.pt b/CIFAR2_32_bs64_ckpts/md_4/step_794.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f0e00a101d514113e8ab5e22cacbe7db26aba5af
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_794.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a4c221d8772e5b27c74ae76d8437aa549283b1e63033aca25460031c5325e3a
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_795.pt b/CIFAR2_32_bs64_ckpts/md_4/step_795.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0dad9400ddf22148ab274371f8f622a7f4dfd5fa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_795.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24518be40a8bc2d75f7b54e79e4776ff2cd1824d32dc781d761e361c327f5b5b
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_796.pt b/CIFAR2_32_bs64_ckpts/md_4/step_796.pt
new file mode 100644
index 0000000000000000000000000000000000000000..12d7e35f2fd9059df5873a657c412a8b3b191dc9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_796.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd4c0cd065c5146dc563690686763d925c15c18a720902a23608afb9d0694ee7
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_797.pt b/CIFAR2_32_bs64_ckpts/md_4/step_797.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6030d26ca087e234cfaf4b0eda32153e68a3a2dd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_797.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34038ee94174df988404279e499630dd413f889c0fff04513be58c7dcd81308a
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_798.pt b/CIFAR2_32_bs64_ckpts/md_4/step_798.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f06fa2a69adc7a6fd3494c829e272369ccdba2be
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_798.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d406954d21fe46bc63276ddbefc64dff378c7982c1e5e9e318c744481d3d70c3
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1086.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1086.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0868f379809fc15dc490e11d1487191ea4046f6c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1086.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6149638cdea3ba9b8ad9e9f1b4ed9da12f60d6c8c6c46cc5757e8d302ae9f4d1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1087.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1087.pt
new file mode 100644
index 0000000000000000000000000000000000000000..111d7376eae7534ddb52940ecd1f525010d18f0d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1087.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d06e0fd85ce7a2e74a84090b8c7cdb43a2e58e8d20eb43c537136b2759977b2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1088.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1088.pt
new file mode 100644
index 0000000000000000000000000000000000000000..abe923bb945db75b62129c86c100741a38cc7dcb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1088.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17fa112423a6233a562dc48562dd1afa77c50c6c7a5f66c68e5c7067a86a032e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1089.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1089.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1686ee9b1b5c89fc76d73b9548f2294572cfcb23
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1089.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2642fce7bce58730acb2023a9dc2c08a8be5eb10123fa4df8be391d02baa1d9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1090.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1090.pt
new file mode 100644
index 0000000000000000000000000000000000000000..69b023a47600160b7e488bb6e697e36192113527
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1090.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c00770f01e97f6bd3ee06d47b798a81d55236c1ad92c109cdee2b55cf62d1b5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1091.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1091.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5fa7e2647b86a4da546a980b37d58476b60fbadd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1091.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c57d07e620b77235d67aac64a6a2b581768dd6951a747ffea2d363faae66585
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1092.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1092.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1bfa2f8bca1a201970d152daaa4e256c45630f99
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1092.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a76cdfae1fbbc624cf2740e6e8d3d126c1cf4e9acebd139e773fbcb72685c712
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1093.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1093.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f2a6cfd76e38609836f660716180d2eff88847e5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1093.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:643af90ac773753d29883187ffa6aaa4caac2f278f364c618f28607f04d7f086
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1100.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1100.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2daaa9915010761f18951f01267d51c86cf7232f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1100.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d42cf4d376470e87633fcb64aaf5681415b61b84bc1b337a0fefd48b3d6cc8e1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1103.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1103.pt
new file mode 100644
index 0000000000000000000000000000000000000000..661a6e8fcaa66f852e62d5dd178198c9b96f97af
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1103.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31f84ba695ac33a161a7c09cc8ed8f309c5a85eca3e1e963233a97e949b1c6f7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1104.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1104.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5ac01d1f5a73ec8e183be3782c2a44e84fc73241
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1104.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89fbc10b838a9b587ef7b24a499e3122d841ff92d87d92ec34e2e92a029b4742
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_1105.pt b/CIFAR2_32_bs64_ckpts/md_5/step_1105.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c0731606090461ddb7dd3da3878dae95c684cb55
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_1105.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0ba48aa8e7b28ed6d593b30d35ce7d47e511f73c6b52b51fba14af334ffb78f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2663.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2663.pt
new file mode 100644
index 0000000000000000000000000000000000000000..568af8aa8b561b238e163a5809212a59e8d4ce09
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2663.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83da9e3a7ef55147dd63f8784717a2c3c0e7eda569a506675df4b1819b04e35c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2664.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2664.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f7903c9c9fa64ba944713cd1f9ce0c1efa85e627
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2664.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41fe265f51fb30f3f58f2360ab2ad8c75a99b6f78d39b21fa2cd1b12f132f457
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2666.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2666.pt
new file mode 100644
index 0000000000000000000000000000000000000000..87849423bfff0585bd7bdbb8c33099efdc2401d0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2666.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3da56660d2b3920d29c81a58b46c158fd0e7c959b5703bf876c288ec00825d3e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2667.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2667.pt
new file mode 100644
index 0000000000000000000000000000000000000000..043acc733ec18ae33d0c646d98eea8394e3b34c9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2667.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9860900bcddc453163d9d88f2af2769b6a94024a972b9211d4713f075d22db25
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2668.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2668.pt
new file mode 100644
index 0000000000000000000000000000000000000000..16f6517b2a4d453f435cb28583a6c9296cc8e535
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2668.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c181ee6e3d114973309aaa1c00e110768482e1e05d7fcd7af005e48deda3afb5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2669.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2669.pt
new file mode 100644
index 0000000000000000000000000000000000000000..53eacd37cbb7f71e4d28a2ca478d3e04aabc152e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2669.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:953eb8ba0ec91d48e5b8bf52c366ddb12d9ac6bae172bf8473c848fa8c0805b6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2670.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2670.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9c80886ddd714ef575d1b6bd63edd3117e71a763
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2670.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a90f3120b5ada4c838e5d93828eb5dda4772ccf6d294fdcb6eb38ee7733fb73
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2671.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2671.pt
new file mode 100644
index 0000000000000000000000000000000000000000..72695a4a041e883589954a53dd2122ce0e06e58f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2671.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bdc51f2c61902ecc548a1c87f3277a624367c1335c9a17c4d41d1d1e37b5802
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2673.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2673.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6268f73728a2226eb974be7c41346281bdbfdd45
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2673.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb9b2eaa28c73a8574575e3522d71bc5e23f67830d29a527e838fa3aee5097ec
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2674.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2674.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1e60ce790f9d5b450c6af9d4a8ec485eac65e2e3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2674.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04eb2f22037c436a30df052ddf203881945dc0b5b3197156158360f96dcba21a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_2695.pt b/CIFAR2_32_bs64_ckpts/md_5/step_2695.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e5b81ba96928553bb7b754321bda0dcaed380d1c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_2695.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56c79e67efa8c3e3a98e7dce2dbe73f39d4af6e8f5430703f47094bbdfe163c1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3693.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3693.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6ee8f316a310097dc35fb0e3393bae9f9befaea6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3693.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2e4d56979d9ecb2de3e24beaddbf16574724205527e14e712bccf1be06f5797
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3698.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3698.pt
new file mode 100644
index 0000000000000000000000000000000000000000..adb7fe2e2647bdb19dd26982d696cd65ccf7ffb5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3698.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35c2ea71e3d080954da4b9c8621fd872620ca41607fdc2d64083da3484294936
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3699.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3699.pt
new file mode 100644
index 0000000000000000000000000000000000000000..207cdef4eb2b74d888463ca6b14a1f59aa583a4b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3699.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ed990f93d4fe919a200286d855c3ec82b47baaa3c0be140b073cc54d52d82eb
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3701.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3701.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8f9bc456af8a20e2d1a3fcda745168dd97c6c92b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3701.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce5cb92fc6c3d42b599744264661f1eae6f308cfe327fbd12dd576328fdc4a47
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3702.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3702.pt
new file mode 100644
index 0000000000000000000000000000000000000000..36b03c2b6b50fb013c58e7a2376bf5ef6b5ace2b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3702.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03853e4a96a37aec91fe9adeeb141745399b343a43080835ac2d4f3158d60c38
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3706.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3706.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d0f221d666fc4ba60cf56c8445f22c09740221e9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3706.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2d6ff611bf92ff73543889cd1b9b7d04a9215f8ae2f083fb9b09e503588b8ba
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3711.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3711.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bfe583f6e2f947d8346a0e2e5138b874ece8d29e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3711.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16d2aaff8c130dd3869a52ec65b1eb2c6f23c8aeb0fed6cf474c4a69884962e7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_585.pt b/CIFAR2_32_bs64_ckpts/md_5/step_585.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8a2282e164927e1f90df4da7335f604a6e51eec0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_585.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d94ea7b662c11fa8f8eff77193d9ef61314004623294a0a4fce6fa3aa296867
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_586.pt b/CIFAR2_32_bs64_ckpts/md_5/step_586.pt
new file mode 100644
index 0000000000000000000000000000000000000000..484f41c281713365d616553637462b032fcc7a6c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_586.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7af5e334c3460cf33421b63d8c8db2cd5da273d5ad4d6c4d6cb5ccded5c46180
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_588.pt b/CIFAR2_32_bs64_ckpts/md_5/step_588.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6b9b819686e814f0e2221b3cb0ba6c69cb5ca913
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_588.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4d66d9b7ffb93624dd4ff8e8d16e180bf26b3442b182e107f8b778439221f6e
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_596.pt b/CIFAR2_32_bs64_ckpts/md_5/step_596.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b4c1c504ad2b6035f8bbac4b0fef6d6458de7e50
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_596.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c7859742c5dfc8486a40985923955988739775a79949319d1d24e62815b8c59
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1844.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1844.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4d77619b2e522daef2951377f3b53ff4a8ac828d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1844.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1447ae0c819f969fd670c96616f5532092183ab5a050d9eab5e97656ba3c6160
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1845.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1845.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cafdaf8e1c4bbd7a1e1df2a1e7e4f5ca37d331bb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1845.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a71250c35fd597c45086bf4e18fa7789c9f33cbfe32a7c62b310ee0632de57fe
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1846.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1846.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1987e2f578a686ed5dabfb0b5d8ca406c273c275
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1846.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f47dd0bbd0e4d74e42d8158d44c1d04cf5b0e3d4ae83a97858ba3263a2a85db2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1848.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1848.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a933b7c105b65a60548a285547ace26a551d2866
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1848.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b889f1f74d357005024ad884aa4d640d66902bf97a43c4a89b56e26bcd98684
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1859.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1859.pt
new file mode 100644
index 0000000000000000000000000000000000000000..065d3c19507799377ef4b05a1591e7fb9acde0ff
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1859.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fe8788f71abce68f8c066fbc3427d0a403f09b4d6b054b9e1c5a9a3f4cd9dcd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1860.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1860.pt
new file mode 100644
index 0000000000000000000000000000000000000000..782bbdb20ef0a353755fd3e06875090127d9986d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1860.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a60d47e5c6b97fdc73ae1c1e53a18c526e018e33560ba88d53dcf00ff9836150
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1861.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1861.pt
new file mode 100644
index 0000000000000000000000000000000000000000..551d39a8d8386ddaa4aedb6c134774f5c1e48c88
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1861.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a0b561a671c83028f8bffbd293618bc22be0bbacf2df2d9cccd214db8519b9c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1862.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1862.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b7e8e178aca8ac04066a20c266d6d0c8e3f7bdab
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1862.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e2fa9b8a7888c315fd3b374b95632c8214cb63fcce652d0fc3dcac96f348ecd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_1865.pt b/CIFAR2_32_bs64_ckpts/md_6/step_1865.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cc9a846ecac4b05ee13a4db338e7c776f6aa7811
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_1865.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f14ca80211947c929789f69d12c907f8852f6e3a02cbef5f18a5672f0c55fee
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_806.pt b/CIFAR2_32_bs64_ckpts/md_6/step_806.pt
new file mode 100644
index 0000000000000000000000000000000000000000..af7d1d37190ae34bcd7f895e4e8e7ab1930af543
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_806.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fb9f2579d41192e217abc48df72ce20f47a91cb588e1c3ff6327994cc0472ca
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_855.pt b/CIFAR2_32_bs64_ckpts/md_6/step_855.pt
new file mode 100644
index 0000000000000000000000000000000000000000..237d20c15cdbed289c8544d95e57334669edaaf5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_855.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d582c8ed49627f1a9b3746f8c07085e057f927fcfacab43dd72db8904131b72
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_856.pt b/CIFAR2_32_bs64_ckpts/md_6/step_856.pt
new file mode 100644
index 0000000000000000000000000000000000000000..918f984cb3286bbad86e3dfdf0b994a99a49c53a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_856.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43d1195f149b3c3bbab18c20a5ab503493d72c3a92e69503da93c0ca2b726430
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_863.pt b/CIFAR2_32_bs64_ckpts/md_6/step_863.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cc7de2b8db232b20c1d0e7b18e6fc15ddfff47bd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_863.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25cdee33623fa211c64e4ab5b33b78f9c51874eeeba2064609b1d56d7667cf67
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_864.pt b/CIFAR2_32_bs64_ckpts/md_6/step_864.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c976e0137f79a81d1d8e7471494cd77968e76545
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_864.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f33ad2f1536fbf0585e0f18d15ca373bc3366078c7597912637991c99c1215de
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_866.pt b/CIFAR2_32_bs64_ckpts/md_6/step_866.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e3cd50b4c657a517a0b6c9e6a341832bdd273d4a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_866.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d89ef6a44e249d2f6fa117a53f03a231bacf5c870821c116390f59d75cd9b99
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_867.pt b/CIFAR2_32_bs64_ckpts/md_6/step_867.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7eed6db33f6a4c37011ac0fd77fd5ef8b96fff2e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_867.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b114c0e72d10d28b54bd0a9f2e86f256beb6537d0ab6deb18c9b848428a2ccf9
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_868.pt b/CIFAR2_32_bs64_ckpts/md_6/step_868.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fd26c4ef0bf008511e9df7686cad0ef656589a18
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_868.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c9a4bd349e11e362251674ff696cfa18ef1f94239d30822ae72aa00adc41fa5
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_869.pt b/CIFAR2_32_bs64_ckpts/md_6/step_869.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6927bcd80a57523e7a7bea8139ff2a9ac46c06d4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_869.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c69d30f61cb1e21305fdee6c3b434183cb6d426c34b545a6f2f480a84c288aad
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_870.pt b/CIFAR2_32_bs64_ckpts/md_6/step_870.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4ee84803ffd1a58b224b3d3b4559c9198d651260
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_870.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40ea78f70bb59662a0174604a254386576e3c0709850d2fa37731896caef6f26
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_871.pt b/CIFAR2_32_bs64_ckpts/md_6/step_871.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0a3358b47bd6f48b1f044463a2a526fb6e1373e5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_871.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4fcf81520217c54408c4cb295ece780e5f46c701b12d685a81e8648de0e44369
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_872.pt b/CIFAR2_32_bs64_ckpts/md_6/step_872.pt
new file mode 100644
index 0000000000000000000000000000000000000000..78e7fef8e17494d18c27c1fc2735400b27969bb2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_872.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c904c93e4bb74c7622b68c763c591130d45d3f2867d7f3ed3e025ec3ac2ed555
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_874.pt b/CIFAR2_32_bs64_ckpts/md_6/step_874.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a42bc665a0c9648da7072dd74d51cbae47787f42
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_874.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2d91253df9580ac657b198adde286ca8f3796a79805f53e474ad6199bbc1eb2
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_1737.pt b/CIFAR2_32_bs64_ckpts/md_7/step_1737.pt
new file mode 100644
index 0000000000000000000000000000000000000000..daf0edf4fc4dd89733628d628819593cb4e8a0ec
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_1737.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e33be01c0677b25d1b76a3e3141e90cffac7e2bad701ea054a2e7bdc81fd9caa
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_1738.pt b/CIFAR2_32_bs64_ckpts/md_7/step_1738.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38f6ce25bfd2a8b6e8a22f3a837cdb75b11709df
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_1738.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0afbd4259c9f4e300488bcdc707f13d0caeee565ec67e0a6c4132fe92d7b3f39
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_1739.pt b/CIFAR2_32_bs64_ckpts/md_7/step_1739.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f16a0e41c597c0de7dcade675cc0542b4571f2b0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_1739.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce8432151ee1d1b8cf4ca56f10a5494c0be52f422e06ad4693756bd01f79752a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_1741.pt b/CIFAR2_32_bs64_ckpts/md_7/step_1741.pt
new file mode 100644
index 0000000000000000000000000000000000000000..129171afe507d501c1404bf6629ca60f6aa3c883
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_1741.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f496e1e5deaa35adea05578b59a50a47ae324c084cf83c1f95866ad8bbdf91c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_1745.pt b/CIFAR2_32_bs64_ckpts/md_7/step_1745.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0c48a4bba5edc846e1394b1ebe226b85929b0740
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_1745.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd8fd213c600a77136c7f453453cb146f79ab195f44cc63b52f9751f3a1efebd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_306.pt b/CIFAR2_32_bs64_ckpts/md_7/step_306.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b350681ab102bc4c74e31e49af93db853f9a1b6a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_306.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9ff9f6ee1324d3d5383444d126db433fffcdba03655828c6e7403964c1e9535
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_308.pt b/CIFAR2_32_bs64_ckpts/md_7/step_308.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c026ed1a10698e45fa32e11fee4728b8b5498b04
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_308.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10840ccd680b5e4de1ed2337aaf0fcfebd4a31eec5033b866b33338278c20401
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_309.pt b/CIFAR2_32_bs64_ckpts/md_7/step_309.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a8e9ab897f8fa9c21138a6ab242311853efeaaac
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_309.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19f636afc501a471805d181fdfbf42e562175e4c42f39950d11d8ae7eb73cd42
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_311.pt b/CIFAR2_32_bs64_ckpts/md_7/step_311.pt
new file mode 100644
index 0000000000000000000000000000000000000000..914f318b49450c814b0c608a9290b5509663900a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_311.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcf77e613847b5f949b93634312432a8774fae2b30ef173f4fda0be0a198572c
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_312.pt b/CIFAR2_32_bs64_ckpts/md_7/step_312.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e82ea941cc963fa21921d6b4548a264189c25d72
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_312.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b9ce2b470f59b6ce22ddf50e27fc0cd689ff1ba5fcce8e8a60c8145ef7acea5
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_315.pt b/CIFAR2_32_bs64_ckpts/md_7/step_315.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b8a8a41116c4606f78809eaf694b70378768180f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_315.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:347bc96850a7f8efec7ccd88aa6168db4847564642e76fe034a34e6df1bd9802
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_317.pt b/CIFAR2_32_bs64_ckpts/md_7/step_317.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9d84fab641e2772f426b5ec1ee90da2c473a8ef8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_317.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9690ba35d1178a1539eb2471c14f4499266f1909ffcd2a0ad3c89147cbb2eee5
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_318.pt b/CIFAR2_32_bs64_ckpts/md_7/step_318.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8ff58fb34c3166631925775b602530b32595973a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_318.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e19097895e287b614eb20e82df5607029e8685a937b4db405504b007fa021a97
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_319.pt b/CIFAR2_32_bs64_ckpts/md_7/step_319.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4e9b74b83e46c9b98c031a262bd9a68788337247
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_319.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bc6cf153fee92d91b047d62dfdcfcfe120e815deac32a6b85b3b6c77cee1387
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_320.pt b/CIFAR2_32_bs64_ckpts/md_7/step_320.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0c8abd9856013bf141e93dc0fa0121eaa2662a40
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_320.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f136fcdd991cb71481ebb4a28faacf534340d5aa5b287fcef65a9e750bf839e5
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_321.pt b/CIFAR2_32_bs64_ckpts/md_7/step_321.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0350be129f5b7473ef17a6c0ab06d3996cf0e3f2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_321.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11c51b6c950c673d258b6446a74a5a19666907f1cfbb863ec208be9777770ef9
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_323.pt b/CIFAR2_32_bs64_ckpts/md_7/step_323.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6e24841a34342cbb54adc851d313f7e9b4ac98a8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_323.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e063036dc2deab117b17545f40ae12d3c7abc062024c1e93f22d4518fe10f5fd
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_324.pt b/CIFAR2_32_bs64_ckpts/md_7/step_324.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3f97169d3b2bca0b9346ae5ae064ce1449afe2b5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_324.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:244e0f3558d6fbb38ec6e622afa11bd8f677e69baacc3625cb2d49a4df5d83ff
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_325.pt b/CIFAR2_32_bs64_ckpts/md_7/step_325.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0691b1ccee320e359575c7df880674b8f4aacf66
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_325.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e0a17cd5cad20d8ac0f9f609284e22b8deb1a2234f37e49e9c995de8449638a
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_327.pt b/CIFAR2_32_bs64_ckpts/md_7/step_327.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e20ebc851a560354b63e9aabad5d8d33c599b4ce
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_327.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8bd010b9f24ba470461e1c0d64aed539f49eeec5e817229e190e8978df87f9c3
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_332.pt b/CIFAR2_32_bs64_ckpts/md_7/step_332.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e67416cfd238b814d96a7ad04fcf34f015df9971
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_332.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a92ab35d3b8e395cd8f2800b31c4517833942796140c6323c0ef4ce65647e4df
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1908.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1908.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4b6cdae03d7bc9919a512c615dfda35397061c07
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1908.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:840bfd5663f53afbb9f467f2195053b3023b0b5d9695b4a6c4f05f55c0ef28f9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1909.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1909.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9c2120b15df7c6d9f0371b719406d3544eb114f3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1909.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:104b28def9f446149aabd8f3099d455154cf4194c5988bae345a858b90c17b35
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1911.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1911.pt
new file mode 100644
index 0000000000000000000000000000000000000000..689b37dc463b557237a3def77740cd780c6c42d1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1911.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a14051c3382f477a1f3aabfc0eae04dc8d3f5ae5befc614fb617765037f68395
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1912.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1912.pt
new file mode 100644
index 0000000000000000000000000000000000000000..baa340d79e473a4d9a6c66c8c55922f8a864cd84
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1912.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb44215ec7a18f4a82e6f33928bd2ca252d122e9c02b6a17f9374682e11aa4c5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1913.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1913.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c4f7d460f21febb15e4e56c73289179ee8c56186
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1913.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e17ce659e62e7a3c44aa50624aee23cf7cdda10b9551478ab4db06adc737c91
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1914.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1914.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ae9c58f78b4cc9a9862c51767d2189ef6763b968
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1914.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f56d1a8cc14b02bf5e3fbff5655961b3c3d26865866bea52b5fa4779cb783944
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1915.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1915.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c23647ee63bbe018af83a571a7097eb2bc463e05
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1915.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db7561d9b38da1fe39c43d0a1d1a4b992d86e8ac3177ff2035953e80c952d365
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1916.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1916.pt
new file mode 100644
index 0000000000000000000000000000000000000000..883bfdddfa15afb9db88d8e2e834508ab5f199a7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1916.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1082d15b27f1b007286eef9b65220ab5db2bafce7f41c676d86ce608f528167c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1917.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1917.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3ca5f84895e636eb33bfc94b222846633401d242
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1917.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73e92e7bace313d1f3b75163eec7e21a13cc91b967ff1c3418d919be89d7c1e6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1918.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1918.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fb15d43f488ee0426e594a3e5313003be03afa3b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1918.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d969dc39d214b042ea4d1e9b08eb069b4371853da10da98860e5d77f0845f47c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1919.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1919.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bb4134cb41f48f8d6c9e6a33e1ee5fd2afc62da7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1919.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:142f342188105efdb3737917dc7136ab6825e520ee4dba2b4c710590443d1da6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1920.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1920.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f4f7bf9f9856eb8f87bd02d207ff423da14a44fe
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1920.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13a689f897be33a2057bf559b1ef12df8771d36815c5c4fffc8e831fd68a7c0e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1921.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1921.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2796f40b1547d2b1dfaa053a81e5f981b75f6c35
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1921.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f1811bffd89272af89f2ed76fb06ffe991dcb9b0e9fa436a61eb4b448a84a53
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1922.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1922.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5652f17e4807901af49b943c92c2a288bca60bf5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1922.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:93fd8b9113369ab9491fd4263b49a8b1ce4426a36903d00f06ab6f339210fe57
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1924.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1924.pt
new file mode 100644
index 0000000000000000000000000000000000000000..de912f26e25921d8f6bef0f475e0bf3d279d99c5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1924.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da64e80d235617f6419b1628a125c9fb21ed8e777f0d5ad7ea0932f9b9349ce4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1925.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1925.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ad3bf02035272f02fdf515ea06921b3381af55f1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1925.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d2c676a667c6e79f9c6193524a6adae4debd314fec12702868b124171cc439d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1926.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1926.pt
new file mode 100644
index 0000000000000000000000000000000000000000..96d007abe2fbbe6ba0e3735975c3d0b2293dc73f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1926.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f157f4d9241a26947ec39f99464a8c19007aaff15f80b1fa5ded1e3e202e05b9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1930.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1930.pt
new file mode 100644
index 0000000000000000000000000000000000000000..14dfe96f9734352fe9d570d0543b2c3250595462
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1930.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38457e5ad43a923272b9ecb733db740dddf0ddefec97ce17971035d61ddbd711
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1934.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1934.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6fc37f6e534b2845aa747e759dac7d0052f81e42
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1934.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:20a8c12cb69f3265179eec8d5793d789ff3ae881882db5b648b6559bba45dd6a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_21.pt b/CIFAR2_32_bs64_ckpts/md_9/step_21.pt
new file mode 100644
index 0000000000000000000000000000000000000000..665f3840429f2ae77450618959514e515754d8a1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_21.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56fa52c92164a6fb0246c347831ffe05e2ca76b54fb3a9526997a5de88448f91
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_25.pt b/CIFAR2_32_bs64_ckpts/md_9/step_25.pt
new file mode 100644
index 0000000000000000000000000000000000000000..77d9f27b2edc34243adbb8746ac871cd142687a7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_25.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d63627956f187285b17d3ac2194c175ef94f728c660c25b6280989b317d9dba
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2677.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2677.pt
new file mode 100644
index 0000000000000000000000000000000000000000..36d592fc463d09fb04efbdf0f53b165bb31e02f4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2677.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a41da47dacdb6fb50454319756d56550484d3b428dfe2886a636e78b524197c6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2683.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2683.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3d37bbd6fd9ee3ddb4923527f4b731c1c80969e1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2683.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:310c2914d672e2d1f91c6089cfbaafa6d6a934506055b1ad830d0b8b527dd584
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2688.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2688.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c970d1e217dd2c6d5bff0c13d82bfb9444f9d708
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2688.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b7f36964323628308e36f81a957b65f50bb6bbbfc1b396072c553773e89febd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2691.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2691.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0e23f8400635efe29660f0dd3d2001478d4f583b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2691.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:751ea3ae9baa4b667c5bb8cc26e4ee0c3d18b096ec084379d564f9c85401d15f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2696.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2696.pt
new file mode 100644
index 0000000000000000000000000000000000000000..010aebbc58cef06a8dd7d0dd2bfb44fc67880644
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2696.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:921b2c3d2a77931c82c1612816def0c5691dfda9f205dd31b4ab2cd8eedb887b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_31.pt b/CIFAR2_32_bs64_ckpts/md_9/step_31.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e67fabf16212c84e2121c38e750d0ba19c90217d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_31.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3317e621813e4566023d6c6d3c86c18e90cc3121ab2b4aa221de71407961b521
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_34.pt b/CIFAR2_32_bs64_ckpts/md_9/step_34.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2a466dbf4d6e52577c22fe80b4cfe33f243c8ce5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_34.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be1f34dab9463f3cbfcaac63d5e82259ea89546bb3e61ed6da255ed1c32feb7e
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_36.pt b/CIFAR2_32_bs64_ckpts/md_9/step_36.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e50269dd30cf191f7b17376fbaf1a77bea1d99cb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_36.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6afb255d49862e6d1edb034d18eddc6f0b4173d55bb58eb03f10d0bcc87740c8
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_37.pt b/CIFAR2_32_bs64_ckpts/md_9/step_37.pt
new file mode 100644
index 0000000000000000000000000000000000000000..08891eee17edf39cff291b6687a170e31e8bded1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_37.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8d3c6d7480eef5539a4bec66bf21c1462c265398c128b903e80ff05ba4ebd77
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_38.pt b/CIFAR2_32_bs64_ckpts/md_9/step_38.pt
new file mode 100644
index 0000000000000000000000000000000000000000..228f05443c646733c0f300717b1ad19b7e20f7a8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_38.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:406aa90fe8e68d3f6661cc4df92f700590d7b11ceea4cb279469e398367e7156
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_39.pt b/CIFAR2_32_bs64_ckpts/md_9/step_39.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1357a72a45038db8ba934ade8f722ccf1120a454
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_39.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4938b6453c3184d27e84dd56944b19dd6e28c8ca8c28e43a586a6f509b9fca4
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_40.pt b/CIFAR2_32_bs64_ckpts/md_9/step_40.pt
new file mode 100644
index 0000000000000000000000000000000000000000..393763966d3d74ad1e16ed63e60e7a95f0108e28
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_40.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a37f07a7fda30613af4f6b01b2bd35defa097a27dfcb0ba6396dfd1ee92fa3df
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_42.pt b/CIFAR2_32_bs64_ckpts/md_9/step_42.pt
new file mode 100644
index 0000000000000000000000000000000000000000..da5b1b2f63dd329a6c930ac948e54a143fc3d895
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_42.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c41a25bcc21a3e11fea9ad243848e1d237f757db709c354de19d0703d9c811b2
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_43.pt b/CIFAR2_32_bs64_ckpts/md_9/step_43.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ffc6ba9837555f2936a4f443588fba6ee21b6ada
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_43.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a27a5bf58dc8e18d528c5ea560001e31fed3d17f7784147804b69d7f1bcc46f
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_45.pt b/CIFAR2_32_bs64_ckpts/md_9/step_45.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2e5b17a27eca042851cf0391a683d9624f0d99ba
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_45.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1368027178d866f41159fa29aac89656ca891df9063cb46c410f254a372a8a32
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_46.pt b/CIFAR2_32_bs64_ckpts/md_9/step_46.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f6470e0e3d33516577d462a0ae1aa116b5ffb8c2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_46.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4fa0b5a59d9c4cda8aa5870458a8638c21b638477740156c2c8429311b53cbd
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_51.pt b/CIFAR2_32_bs64_ckpts/md_9/step_51.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7766551cf191fb8adcc39f518f11a5c4d1e3f8bf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_51.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c94e401761aab36c5b3980d586f3c6cc4cf0aa45e9a44ba6c2086b82ae6ebc6a
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_53.pt b/CIFAR2_32_bs64_ckpts/md_9/step_53.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1f865725c89750215e5570a567491f45c2cf8d1d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_53.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4068cf66271858cb96315c41f97e8bb6c692216df7e0dd0d0ff741bbfdde4806
+size 9126211