diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_157.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_157.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9592ac9c201d6d6c7466643fb1dc4c3c8004f28d
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_157.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ec9d231f69b96cfadb17e4db51d027c12978036b1ee6058189908b5f5555341
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_162.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_162.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4fc0b7de306c1a893eafdd19b91119e7d6935aa1
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_162.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08e9b9ed015edd36107703ce5b6e82b9f5aeb5689873b4c9013a5965628cb360
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_165.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_165.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7cd6f66f1883f429aafe1dc38f6180a48eef674d
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_165.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9c7863aaf8f5789d1dcc18eaf5bebd58423e21f99a3cac332852eabe214dd3d
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_168.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_168.pt
new file mode 100644
index 0000000000000000000000000000000000000000..762d1089929194ccd50818a6a25e08caa2b2734e
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_168.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66c9dd402a828972635c6589dd6d5fb2acd1e08985a5ca85e0b9772c7dac4ade
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_169.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_169.pt
new file mode 100644
index 0000000000000000000000000000000000000000..db5c4f59d5115e329d7ba10862fe25e4e446852b
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_169.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38cad2e19b6af714e7ab1ff82bd8b3822eddf00ff96ee0e523474537648a5dfc
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_170.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_170.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bf39f1edbf45befea41b7f51027456fedff0ad3c
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_170.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7323bcd61b0e820eeee2b7005100c6708f44fbffaf082e1830efc88621b83e6f
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_171.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_171.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0388e6b18cbff244a3b1ef161e73b9a0c15c7b55
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_171.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e585ce5c99e01d6fbc62f2fa2fb78cc325e8b90976970299f80d06e73dfc30b
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_175.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_175.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8eadee15eb3526f2b553a4a3789c917226ba6a28
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_175.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:613b23f92489b0e3e997e42d37e4dfe0a474534363cbad1bbe0b15935d226018
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_176.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_176.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b61a8ee0d4d4a7fe51cbf1c0b68a906e3de82853
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_176.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e21c87cb98571dc01071db4a526adb3fc1f53d65697fe2f44a8858eea41c3d60
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_177.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_177.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4a53d886aabd2efe05729eb72615341b0b5d8c63
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_177.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1894c9847d91a3314f596eed0b6c3c1b97b4b3f8b37f91fb4e74fff8b8995488
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_178.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_178.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5992712718b067550567fb1bdaed6be9266ebeb2
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_178.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01f78ecbd2e6aec4b02f3a88f48657974ffdbac23840c1007fecd2e1ca822c06
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_180.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_180.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f73c5ce18fb9b598c5fdb066d8db201c15458c7e
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_180.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e9de9f3af7ad74c3800ace55b8f50140e80232c4f633d55278c7bf44142d678
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_182.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_182.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a1ffd39e09a1199d21d7a16e3faab6a8504a5fa5
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_182.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:125930501226d058b1a5b3c40a354b958e523333e956c2648e4690f207b271b2
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_183.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_183.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8829703a06e825aad199e380af98b53226a0cb90
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_183.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7490e25d201b6ec262e95774a1a4a381617ed79b884637101460f01a2f6a3f91
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_186.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_186.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0966642c01a43797ab69c2b27ee1beb9acfba6bf
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_186.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8eeed9dcd225099051b7720c4037fc2484e1fa78a57570f707f993f77d491aba
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_1/step_61.pt b/CIFAR2_32_bs1024_ckpts/md_1/step_61.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c7cc73efa4dde2adec09e3b45b650594dd32b5bb
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_1/step_61.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce3bcb275045c85a38b1ca6ed24dd05d84e34333a4b493727d6208de52a20318
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_10/step_55.pt b/CIFAR2_32_bs1024_ckpts/md_10/step_55.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5aa46cf599466a34a6e9252e822c156507c52b5d
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_10/step_55.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e331ed3e4d086bb5775a2fae9500d4e47d4dff4a98400a29d5a5677da7ecab6
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_196.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_196.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1fd6c72bb593884ebdc5224d52eaaf715170ab4e
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_196.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3147034101765360db0a4ef7205a96673993e4a010b9ebdf866a5aaa20fdc550
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_215.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_215.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1aaf1910f74e3b3ad75424792978df85d949bddb
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_215.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09338017c9442cb02d181354664abf0179a1f32480268590f49658763c7e0f3f
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_216.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_216.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bbe3644824fb97a07d690a87ee99c72b907b19ca
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_216.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46c456621d5ac6205dc15e425b107901d46e12bbbe7a1042d77cb2b1e7bc2615
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_217.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_217.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2d5660f2fcdd83653f6f7e0041ae971f348bdf60
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_217.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:860bdf9d0d9be20dc3c7405b2a249c9485cb775507cca4b7943e78d53eaf66e5
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_218.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_218.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0fa349feb1618ad9b80618c610ede33da131ee0c
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_218.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7126da27cd553a825b4773553ed05c10d6767503fe2917137eb029790ff862c3
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_219.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_219.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cd48d73b2792380e052deb809fe53d734c7cb5a8
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_219.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf140ec2d244c723d2fa2f1ed13f4bc2f1c8710b29e34ad0b7eaf6c611e40acf
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_220.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_220.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8566dd33f57b88c0680f99a9503066c713ca2923
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_220.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf6062b499b6586cba13895ee59cdc6a478e071d16380f092d3721bce35cc972
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_221.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_221.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dd3c44fb1cf8981852f34afb9966f2a72b75ab51
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_221.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4201769ec9825be08bc6d01ea69d2546739e2e274898a016e53c5d4864202002
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_222.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_222.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f01fc68b4e09fcbf93ebe59220988ac9eee387b4
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_222.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef33bd90ef8bf80fec878e6ccb6cff354938c122b375599c4eb9952f2d5cc639
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_223.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_223.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e012fafac3848fa7bc427da458cab8d20cda4b20
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_223.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fef9ea67833631277b199941a79e13a11542fca15ecc6dffc8eb651305431910
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_224.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_224.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2f1dd79265a4a261588803ae4fe18477f2135b0d
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_224.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fecd2270af58046c63a4ee290e9000232cb1e07eb01e5d57ce25f5d2b7831d09
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_226.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_226.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2cf0a72af5eb82a2cb9e3a888379cfe6c9cc2fc9
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_226.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40e3262562f85d09786de7781ab4aecb129678e9f0b9be17b11adf874bb3841a
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_227.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_227.pt
new file mode 100644
index 0000000000000000000000000000000000000000..25970cb1044b657b45babe23537a62ce40c86b3d
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_227.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a63127da11e87721fee5f1a061415cfda92bdb44e7d7a5ba78dec15dbbcd1008
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_230.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_230.pt
new file mode 100644
index 0000000000000000000000000000000000000000..184fe6acaf88b17f5b2910f34fbf1bfc7a360813
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_230.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:724a1e0965d1a7cabb8430388436eda3760bd7e43f3c3276562f03daefa054e9
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_231.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_231.pt
new file mode 100644
index 0000000000000000000000000000000000000000..649ddb42565371643d27c2c5f8dddde31b1910cd
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_231.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17fa6cc0e9c9f0b582bac731d1eaa317ec3ecb4685ae77cb3a86eacb621cd265
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_232.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_232.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4edf6bfc47860a154f1dde58233c38d069ac1001
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_232.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:971956be122c525501532349ef503791871f3664a249ef81e914a09be6b6ed4e
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_233.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_233.pt
new file mode 100644
index 0000000000000000000000000000000000000000..762339f418076b75438c310a6c32a546db1525c8
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_233.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d83c2ced7f86ece8cc5d8cfcf47a8c7120503bb3b7493438d19672415a6b64cc
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_234.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_234.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5a699ebc235818858b1acbaae7e06e203c72a0e2
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_234.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c51df3e5a98680e76d58a82ef1b36281bdea552860bccf4e44ebedfc48f35e6f
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_12/step_239.pt b/CIFAR2_32_bs1024_ckpts/md_12/step_239.pt
new file mode 100644
index 0000000000000000000000000000000000000000..545dcb867697f012642e70a3f23b5479b0fcedfe
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_12/step_239.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03c450e03e53734ccdf06f7e2fd329a44c6e17a5583504d5c5bb2744dddfa77c
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_100.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_100.pt
new file mode 100644
index 0000000000000000000000000000000000000000..308a49b06bd73fb1cf351435b264bfaec8363b7d
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_100.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91d10bb7bd7410987de54f9d17a338102494539f24ace821ea5902a934063ede
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_101.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_101.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c7b02fee22710a95a51660d543779785e2099e8e
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_101.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3674949d71797d14f7d8ad85ff2c7454f539f354b3fd4e8325bca9fdc202987
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_102.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_102.pt
new file mode 100644
index 0000000000000000000000000000000000000000..afcc6526152ac17fd90fe16d545371244e78345b
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_102.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b23ae39e8cd31ca4422ae4bbaeb2029b8f89d9379b4761b393684a2417f7092
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_103.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_103.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3f5ef98d2b7a908e6188090e0372ea21d0de3d72
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_103.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fa66c2c805b93f82ba790e0598ce5c2d7a6d54b99f50f5fd28a4cdbae23c728
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_105.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_105.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d3b5c1754a8e66874fd1bbd6822dd173c92978e9
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_105.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e97666ab029ed90ccb238bf3047c41fa34b3abb8ff0e193167c5eb25a470cb01
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_106.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_106.pt
new file mode 100644
index 0000000000000000000000000000000000000000..467e6c8ad351d4bfb718a83c3c0d27e4d4ffcdb9
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_106.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df85fe31bc0b6682f10b21af94d0d9a556164d125b74c390dd9cae038b2a805d
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_107.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_107.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3419f95014b11c8cf52be6f7f06f881d7178c1a6
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_107.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:015b801366194794bf94061abba2103b87a62fed791d7f6c70a51dca17c362b2
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_108.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_108.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3c581195bda0faab56aef3a77570856f33e4b9d4
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_108.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6cd244800f49a9515c6875bfaa8e655f7c55fc36be768f2bb2d1ecdd8a1289e5
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_109.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_109.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fe044e76c8f9ced7b6170c271d0615175a7658b6
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_109.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cbab44fd1609dcb28902f94bc01e49ccbedb0cd2d93a7eb6d10848e045414c4a
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_110.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_110.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bb137dbe09743a2f2b0ac99b8a6cd6c31589e277
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_110.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:375246821562a2de7205655cac4c1b2955f400c91459734fcf271083a721d6f7
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_112.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_112.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bcbaeaa7b007f28e030df82ea73ded179d4a1ee9
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_112.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f7c23423d92ab3f00c797844c021f62a79ecce3f994f31d578aa1ab056a6545
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_113.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_113.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ea74313cea7a7950bd06b8504700cc2d11a65c94
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_113.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a75f00655212bf135d50623051aa34996febde0db9877420e7b9e712dde3c51
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_114.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_114.pt
new file mode 100644
index 0000000000000000000000000000000000000000..836767daed2946afbd76930a65ecdcfa2ba5f47f
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_114.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5daa843d888c6a2c8ef5119e4037fb1856e2dff6bbd7b6e5cc304eb8ee00f6ef
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_115.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_115.pt
new file mode 100644
index 0000000000000000000000000000000000000000..58367fc28537727b0b39955fe76a10f768538591
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_115.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46fb3e10211eecbfdc91858ec502f0fe73c7e20252774f87c8bc689455186ae1
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_116.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_116.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2dc771a49c1761a34324c83a6cd5c0177e80f12f
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_116.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:169f2808e2781e079e95246b700ef6ff158f21ce19ce6320ba43992df1e05683
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_117.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_117.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f23476a19795306327c735ef95dc24e0b7c0e58d
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_117.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bca5ead4e7a988882090e66dc58518932f863cfcab57faa6ea3c4d033e3c43b8
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_118.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_118.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a51b53cd83d5c9baaca0da92951e7f96ad80098c
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_118.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b113f5ee1119b176412b9003a7b316172ee560b53ea5f590979fd4edeff2c8ce
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_119.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_119.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d4ffd7dbdbd8ae1f9c1552960eee8030f0eeb443
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_119.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3db825cdae889265b8abaa498727a9783e8eef536b80d18f1587f2a8cf4a0ce
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_120.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_120.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dff65f46a9acd42849d0b8f2e5b5cad475fb5c09
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_120.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7de385f213942fcd46fd55f1d74f3068e670741026bd5234e1c8ebebd2399140
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_121.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_121.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dd9e00d07292d94fa43699929549c7f729026229
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_121.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62fc6c8c985d66b41b40e5188c8b124b9d7b3881598cbe566a0aba161512a54b
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_122.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_122.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cf69809110695ba9ac1db6152544a43c0013fa20
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_122.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd37be03b10ef2e9dea947bbf43862dd6cc0892150bbbd8aedc4be01f70a6010
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_123.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_123.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7d3e858976df46f3ce02ffed66fc23ff45c48f58
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_123.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a912602fff6cfabb4f2d2c9a85322381592669e240716361a7d5ab72efbc3140
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_124.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_124.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a6ad6183941c3f75d7a44240cd489f8852c49615
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_124.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ee2630ede6d6e0e7374baf65c2a040fba747e06f7b00ec5e05ba73b214c2282
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_126.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_126.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a926ad9a1219c2171228b234a015ec4150ceb21e
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_126.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05da6ff93db94926c972654fd164d8b6eabb2799f55dddea6fe1418524858c85
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_82.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_82.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6af38f0e7ec5728e6ed604ce8c82406fe2688837
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_82.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e034cd2ff3c1c83931b54c63b1c9bd4376db7c981e1828988ea81a98dcc18d4
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_87.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_87.pt
new file mode 100644
index 0000000000000000000000000000000000000000..eeb49274a5e9daa70b875dfd7c248dd73b693376
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_87.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e28a4d4c28b9af83463e46a8d652b27121a4c4c0cfb25480fc2894d81c7134c
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_89.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_89.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b263207f82605e00912c95502bd4892565cf5149
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_89.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6911b2ebe0f3eb387b848c14e5f82375bfbff627b6b83c9d817955b979fa6f0
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_92.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_92.pt
new file mode 100644
index 0000000000000000000000000000000000000000..aa45d857aafd4b7a5fafc198bf90c0f0aa854f94
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_92.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a6cfd560613f3f7fc81f2170dd184b2c28380344e4decdb4520fe066e7c1613
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_97.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_97.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a336bc665008fe46ad6b6e96dbef27784a47f43f
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_97.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ae81e458d1f24d3dfb7e4131beae663e214b75e677edc1299df54c37a444c80
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_98.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_98.pt
new file mode 100644
index 0000000000000000000000000000000000000000..03a93b5ac3b5b11bdb81a96309af2d16c2777384
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_98.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77b42edd32ddb95dce5f30dfe4586f7e123f760df93dd2bf0ec7716cc48497e3
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_14/step_99.pt b/CIFAR2_32_bs1024_ckpts/md_14/step_99.pt
new file mode 100644
index 0000000000000000000000000000000000000000..da3588875fbad5263e62e4d319e51affde00296d
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_14/step_99.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb52cdfd9f8bfc7fc32279bc998ce811717b250ef22bc032246d82437e5375e0
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_54.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_54.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4ca663cd320faae921dce184055d188d47fc97d9
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_54.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a0d7683e75b581bbcfb4acbdd33777cbe9f1fc74c7fe1420bcbd78987b2728b
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_62.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_62.pt
new file mode 100644
index 0000000000000000000000000000000000000000..50474f4cbcea4f157d76fa7aa4827766e3b03e95
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_62.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ffe67a153e4d608c6b4ed99ea86e402904f376884081d9e5bc617179fec060e
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_65.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_65.pt
new file mode 100644
index 0000000000000000000000000000000000000000..baafff7ade4e46d92c23bcc724041649a55259e5
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_65.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:640a1ad511614bac8cf273e932878ba2e7f92b1fa3bc26ad460a1070b1e41f91
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_66.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_66.pt
new file mode 100644
index 0000000000000000000000000000000000000000..23b2d3074e3f1ef24621ad5ce4f4c46cbc10864e
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_66.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b6ef93002a6c5d8b631e0ed0ca1428994b48f6e14dc16c9157780a7926b94bd
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_68.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_68.pt
new file mode 100644
index 0000000000000000000000000000000000000000..60267405d8e40edba9520631a583660965aad779
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_68.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a9756252b1a2fa037c6d5dfa46608fa22dfdd0e342ee9f8579a2fdb2ca7b51a
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_69.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_69.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b5a68ed0a16e83c6034b5ab04fd2e20e26288d18
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_69.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a311549bdef349335d8f9bb502f1d9bad8a2cf1e4cda1b7a922b42794f77881
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_70.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_70.pt
new file mode 100644
index 0000000000000000000000000000000000000000..510f8b69f09683bc5251117e4962b08fef954383
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_70.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4575f19dcef06fbc4e6c69b00caad78f4d70e125bd2d75a9eb4460e16a08098d
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_71.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_71.pt
new file mode 100644
index 0000000000000000000000000000000000000000..458a84b13b754872b1345fdda9f2c34440cb1563
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_71.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b31a8f06cf213d020122d496abd968195a7c6b8ea47ed88067342e7a62c2e3d
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_72.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_72.pt
new file mode 100644
index 0000000000000000000000000000000000000000..da2c08c5528b79ee303b14e6d016e5a0d8cce0da
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_72.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05f9703ba3c4e4a8bd6f39e836a28539674d6e7cd171b16d2737fab799084755
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_73.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_73.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b691665f3ec7273a8c7ac474527710ae3b83671b
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_73.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:562ab90c9c5d973a23abf655ba95f5e1bb7e4345511c3b584aa691f841c04e31
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_74.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_74.pt
new file mode 100644
index 0000000000000000000000000000000000000000..08da469f6310b61296893b2245f7546229079bc4
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_74.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a56047298ae2f5c05f150e72aa3d8b851f7e12db7440bc7f7ab2491d05054e3
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_75.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_75.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9aca6850e1ac6f00936a76672d5db90d9d9b789f
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_75.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56c7bd6f49455e8b68c0ecd213144ef409f2687dbb55f6368515822cbfaf17b7
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_77.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_77.pt
new file mode 100644
index 0000000000000000000000000000000000000000..de0b1653e3e59a421b0b4632a573dc95bcf131c7
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_77.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35037f67084a9d3dd671a75bedbfe35c77af2353d2b8b8942689c9747577f6be
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_79.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_79.pt
new file mode 100644
index 0000000000000000000000000000000000000000..43ae097d8bffe35d5e89693b86c8c0bacd559edf
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_79.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:655acbd8676fd4724d004987095dd13f6db998892b1207c1568939e6f8b15f61
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_82.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_82.pt
new file mode 100644
index 0000000000000000000000000000000000000000..32fa448f1dbca9e3906426017130e22d45543b4d
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_82.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1a51b0e3e5193baedf680ee27be3648b6e3a3a79c52452094750978bf66c438
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_84.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_84.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8c3bc57bca4ec030f7d16da813a6646a7325a39d
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_84.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:906b8eedadbd2d47dea61539b33940df53d00d325bfb649c9c739512e16e5c5a
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_85.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_85.pt
new file mode 100644
index 0000000000000000000000000000000000000000..93a43e564691c5053d7f97ba923bb9b7ea09a19a
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_85.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:546101911cbab36313efd63547428da74cfafb54effc91435db1f72ea4ded1bc
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_86.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_86.pt
new file mode 100644
index 0000000000000000000000000000000000000000..60a50998cda32fba1c3509fcc0cff3f84b412737
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_86.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5240d39146a6edfbd3b86f0e5ca2b17fb4f947117422d7f954942cf8e87b743f
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_87.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_87.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b2569227061304e7a536e368b1b30b99b3829265
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_87.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18ceb0bd367c910b94d8ee76b3b83f6bac6c97a3d28708fcc632b38e8d3e8c1b
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_88.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_88.pt
new file mode 100644
index 0000000000000000000000000000000000000000..425ef4edb1372c0f0ff22a95acfa45509ff77345
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_88.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2dc2009b3bb2ff167b114257c2364c6674bcb1fc829799fd9b7af05a3bfaf5c7
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_89.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_89.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7670f7c085a5cfa0ab032ae324669b51da47941c
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_89.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e6b5152c332cf8d8311f73bb7ded5234d02e5ebe3e26126b3c515a7e4286e41
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_90.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_90.pt
new file mode 100644
index 0000000000000000000000000000000000000000..66ae08eb39b15d0062f13cd573313f37906ecc34
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_90.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:880b27c043bb20c035e697f954df10e21f9013fa79c096e0cfdb0041898dc0ca
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_91.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_91.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e766386677b4f4309a7e9a70f3ed656985cb14b0
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_91.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eefa6abea16a850f936690fbad1422f1351ffccdb3341d22f5f1ef0400544b99
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_92.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_92.pt
new file mode 100644
index 0000000000000000000000000000000000000000..380f2f177bde6aacf56db363e620a2b6b9f63c21
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_92.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec96b5238a7a9abb6ab0b73f9fee8c16fb9a96474acd06fa05857f59c1763d5f
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_18/step_95.pt b/CIFAR2_32_bs1024_ckpts/md_18/step_95.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0ab9815272991937a1b61da9cc200889097200df
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_18/step_95.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8fcf9d6057935ce5c27ca24637dc3ddba503c1e0084c4be4ab79f76788403a17
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_3/step_215.pt b/CIFAR2_32_bs1024_ckpts/md_3/step_215.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ca038e90c5fd999b432ff669b216fe317981df12
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_3/step_215.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0a8f4f5cc286d9737c5295dbaa5314c79989131c54508d9b829f6d27e9db3ea
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_3/step_217.pt b/CIFAR2_32_bs1024_ckpts/md_3/step_217.pt
new file mode 100644
index 0000000000000000000000000000000000000000..de95f8353c20534d517a5d40d153fafb7b002d20
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_3/step_217.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66d79ac743cc8330c6ee2865c39b410d574f73a947fcd00d1254a7b8d163f150
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_100.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_100.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ad5de88d6cdba6560ddd0c07a5c56ca401874b3f
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_100.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63038198de2cb36616c46b755c494e876ff1074d3fc8aad384c0dac7ab7728fb
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_101.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_101.pt
new file mode 100644
index 0000000000000000000000000000000000000000..60c3660fa4b7d6a094518c1292c9628696f2b438
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_101.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abf1261128cc3fc05f4cac751bfc462c277c59a88aa0fa92054204cf0c599a40
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_103.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_103.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7056f2c5e96b26585e85dd8d4aa2620ad6c476e2
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_103.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f5291457882d4ef98464b356bb49cafb369351994d022fcb24a39bef70344eb
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_104.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_104.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0e7309a1f97ef1a140db00c2f77f3ae7a2b43d63
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_104.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a17bd85f9bab977775143835af8f7c5d7b25c216775ef40d98b4737d162677a
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_106.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_106.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9c18bc896cb67023c42ac6ecd96ee965157cad6c
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_106.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b42087b0a8400056b12700785ba79757c2bfedd2d94896995fc718e41a9c1ae
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_109.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_109.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7f794191195ce589d96cfe6c9fe635ecce15eed3
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_109.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:354b0d0064ef47276e443ae5297572cb5522cad35096f6c0f8fced3e878e317f
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_110.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_110.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c5d3e117c80af1256b98b97c7fa65cf95f123de1
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_110.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1558a9020c1df6c3fadac14ca3f261fa4e0e6f1c99a7d113feeed4f6974a8f4f
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_112.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_112.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fbed4a9906c956459570c5e7640268404ba9634b
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_112.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc6fc77c61263af3b14662e970c9ba54edfc01069b15085ba3d90b22de236244
+size 9126712
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_74.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_74.pt
new file mode 100644
index 0000000000000000000000000000000000000000..88e7c5cf886b2a8d4eba6e5426eea3d3e2e32c23
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_74.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfb27664f3b2cc939a9d61ba408d25c85915ebb12cf55dd199afe94332f512e9
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_75.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_75.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ca5c8504c7a7b34e1e126fff33921c1a86f79453
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_75.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6fc4b117aec03072e2eb6c05fac2c715d43bc68b402335cad875d2de1dcfb516
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_76.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_76.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fedd34ef837a0a846692664803e40bfab541ba9b
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_76.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd45eddb7bc00a90e754503f9ba8d11188ffaa7495b3c29e2c6c16fd19c681f8
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_87.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_87.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5ebcae34ba73d56d59bee2527d5986065197592c
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_87.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec6e6377d07fc7c65c11a0bc85b39089548099ebed007d8fb1b9ff3b86f5d9f1
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_88.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_88.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b4e9291528b90ecd111307e740a46f9f24da8598
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_88.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e88394040023bb6b6cdf03a5a6d012074ebf11f89c9e32306d995e7a07064443
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_89.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_89.pt
new file mode 100644
index 0000000000000000000000000000000000000000..39df2bf96e1c829a81a85e5e68c95bfaf4bc6234
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_89.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5e9ec88e9d2bb6c20ff4857d3e53fe7719f6dcecd37d11483fd7faeb42623e0
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_90.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_90.pt
new file mode 100644
index 0000000000000000000000000000000000000000..47c0a0d293b115816f3260e91462713dab8c5b87
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_90.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9868db261ce895e89412c95b082d02270e6ec8a095c80833887caadb0881254
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_91.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_91.pt
new file mode 100644
index 0000000000000000000000000000000000000000..293838995185dfaeab70a6807dc506cf493e51a9
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_91.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e8b5e87d48a1c021974057d5441d0ba784f03873daf0a800d2f09a9cc888f53
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_92.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_92.pt
new file mode 100644
index 0000000000000000000000000000000000000000..08a2c74394dea931e14f828f67a101d3083adfc4
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_92.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9433cc5e36002b65305629f51f35dcc8d60e8d99c19ab919c822b37ce752b7a
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_93.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_93.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d6834b3cbec0992a96ad2454ef1e6c09ab759532
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_93.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:824d4d64e820beef4ffcca161c32a875b3c19d8c824ab506ccb5572bcb04351f
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_94.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_94.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d57705e17fac4c8eaf3e5c18cb626608dfc17228
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_94.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:994caf9a8175459842804c8b33a3f485a754de72dc159f2dce99306ba9a49987
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_95.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_95.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bd3369abe5a1886aa04cd6b40f08b0e4e1595d80
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_95.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb22f870e0db484f7f6283f3c4143602b992dc6d81ca17608d0f0fff66c1fe5b
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_96.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_96.pt
new file mode 100644
index 0000000000000000000000000000000000000000..280e07dad123d7c4abda73663505fc0a3324b6ac
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_96.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6cdf6a0fe6fb9016ff0398efd0f126ac8b760a706a2581f6dfa0c154c3cd4672
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_97.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_97.pt
new file mode 100644
index 0000000000000000000000000000000000000000..afc0f3872faf11a8952724fe16f4c8ed8d341c42
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_97.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee8989448cf2cc265afc1f5023e257f2468b05106eba20c9f007500ed202ddc4
+size 9126211
diff --git a/CIFAR2_32_bs1024_ckpts/md_5/step_98.pt b/CIFAR2_32_bs1024_ckpts/md_5/step_98.pt
new file mode 100644
index 0000000000000000000000000000000000000000..62647ed435d0db8aa23c8a15e755c98f52692849
--- /dev/null
+++ b/CIFAR2_32_bs1024_ckpts/md_5/step_98.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1a935a05a69166c33b4b6d054c597b72222a63e578645f938e8a2fc5571735e
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_100.pt b/CIFAR2_32_bs512_ckpts/md_0/step_100.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0fa0f800ebd626f935fc911bb555f019ebddc92b
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_100.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4adf39d0ea1d931b80fa54ec7d41afd11f44ed92c1b90c6313d57a5c63d0b91c
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_101.pt b/CIFAR2_32_bs512_ckpts/md_0/step_101.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f1c42b737e55ac0814b2f84de0e910f41a3cd92e
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_101.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6334372ec965889113c741e11dffee51c57f7906d9b516c1067d4099d34e0dd
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_102.pt b/CIFAR2_32_bs512_ckpts/md_0/step_102.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5bf09f3dfea775e578bb9a57f5b69ce1b2a61290
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_102.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88f991902bd46b8163f4ac163f7b08d2c1adf9f4dd4e2ee9e396c478c583d0ab
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_103.pt b/CIFAR2_32_bs512_ckpts/md_0/step_103.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0680d35633343e630ea708b3526b5bf4ee0e8a8f
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_103.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f0d61c277a4a78cd147dedfa65fc71130c94d33f56fd80f3e0db03fe9a16836
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_104.pt b/CIFAR2_32_bs512_ckpts/md_0/step_104.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f3d23b1f15524048a583ce92745bdf578f037e5c
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_104.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f05d1a01dfe6ad45106e3f5ad79b808b7b42770a728aa606f3a489b301259a0c
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_105.pt b/CIFAR2_32_bs512_ckpts/md_0/step_105.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a5fcc490ad6f433f7cc12cd85d819d8f825e1bed
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_105.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0a0f3ccfa9ea5ccf80a26af623d6f74109ff6831368f9515a9706a2f3b83c27
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_106.pt b/CIFAR2_32_bs512_ckpts/md_0/step_106.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7ea5aacae1c3b285ca9961e46397e36e31b9a8c4
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_106.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a9951825fa9f783312f307d1299ca19e4e75344ea7348ee73ad4848928ae007
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_107.pt b/CIFAR2_32_bs512_ckpts/md_0/step_107.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a46774b1349952db46784322be3173f3a165e848
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_107.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd756c5decd56ad56569a0718c4d3ee6c94e66be18ec3c78d08e70b1235f05b1
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_108.pt b/CIFAR2_32_bs512_ckpts/md_0/step_108.pt
new file mode 100644
index 0000000000000000000000000000000000000000..277d4a80873eb0b2dedb0691ebd67fdcc1965bc9
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_108.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97b6e39a518f34f9622e1e1fae0303ced3ca8e3f615a0c046aae3841bc7c7461
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_110.pt b/CIFAR2_32_bs512_ckpts/md_0/step_110.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dd51edefdf4616468db14703ad737fd4e22d3753
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_110.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5b10d0bda655a8c66baa1ffff29982acaa90aa9d611d1dcb0acba62ed889b03
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_111.pt b/CIFAR2_32_bs512_ckpts/md_0/step_111.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1a963740f4eddab4d35343a2d9f26874659bdb4f
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_111.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd3b1ecf1a265746f315a94bb19e89ab9e20d9eb511d477a77c63cecce3df6f6
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_112.pt b/CIFAR2_32_bs512_ckpts/md_0/step_112.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3f538ecbb097651a915f2023d1337c82aef0582f
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_112.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bab310ddf27d170a606d9fead468ca9a4b7806ffe9cc219c8e4c9a69c6463fce
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_113.pt b/CIFAR2_32_bs512_ckpts/md_0/step_113.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1f8e4f4a309aabfa563ddfed5ec56ac866b11159
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_113.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:913ba9da98ea45977dd6977d99092e304be798d83068703e7b4688cd763d36b7
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_114.pt b/CIFAR2_32_bs512_ckpts/md_0/step_114.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3a15b205798785636e93e6c29a56c25c7dcbeb13
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_114.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48f7db797959ed6d0f5b5ef15d7f74b625258087e0860ef28affc89f5508b4a0
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_115.pt b/CIFAR2_32_bs512_ckpts/md_0/step_115.pt
new file mode 100644
index 0000000000000000000000000000000000000000..faf315b821b6460e7e7d4f7ccc139b5168eded5e
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_115.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2b775bf4536d41f9874de4fff1935ef5627b739be73634d2064cf4f4a0c7e80
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_116.pt b/CIFAR2_32_bs512_ckpts/md_0/step_116.pt
new file mode 100644
index 0000000000000000000000000000000000000000..13d46d1a939e562a0f3ccaf11664bfd3fb2b82cc
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_116.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35d1bb4510dd85a613c5dc413d7aa5f21a888a2027cbc35e9c866c40052c7075
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_117.pt b/CIFAR2_32_bs512_ckpts/md_0/step_117.pt
new file mode 100644
index 0000000000000000000000000000000000000000..33352a1836d64cd06def61017e678d249f8d9168
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_117.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aecbcb396d5d0f409e1bc87262e98ca3b16c5d89f2230f1c3a10774a1b450d32
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_118.pt b/CIFAR2_32_bs512_ckpts/md_0/step_118.pt
new file mode 100644
index 0000000000000000000000000000000000000000..59ccdd1b58284bde7c6d3769167071df6b5b80bb
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_118.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1708a7768ce32f5f0dfa9d00864c6ec94999428fd656e65ccc2312728ab5887
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_119.pt b/CIFAR2_32_bs512_ckpts/md_0/step_119.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6273b6a3ad593b7a55d93f3a9b1e3b1dd34d4f2e
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_119.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e5cbae69eaf991a0428896a026da07319b01d87094c87730d4f94131b6678f8
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_120.pt b/CIFAR2_32_bs512_ckpts/md_0/step_120.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e6530d7697171b2e25af6a7a4c5f64316a273f1b
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_120.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6862cad5681f8778609726b408dd2d6797c9fc3ed34f30e6244ff871806496b3
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_121.pt b/CIFAR2_32_bs512_ckpts/md_0/step_121.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a0bd8412b98af72a2606eec53d21530ebcf6712e
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_121.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e870bc1bb30dd9aa8e50366caf4d50c5c2fdbc5512ef133934b9b07f056c511
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_122.pt b/CIFAR2_32_bs512_ckpts/md_0/step_122.pt
new file mode 100644
index 0000000000000000000000000000000000000000..968223801605f8c6e260c673bafa7c73d1067bc1
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_122.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:114cd21c6a5e1764636163b64737e099d28fc53703cf7ddcf99b6078653a01d3
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_123.pt b/CIFAR2_32_bs512_ckpts/md_0/step_123.pt
new file mode 100644
index 0000000000000000000000000000000000000000..844ae17c8be093f1fc37085a2e4f38febc6e31f3
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_123.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9233a228e6ae7e38dfae48afe7247a9d4c2b55a22b031d78505d798c9c8b09c7
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_124.pt b/CIFAR2_32_bs512_ckpts/md_0/step_124.pt
new file mode 100644
index 0000000000000000000000000000000000000000..20dc8e2451187dd913668b9bcfc50ea08807b040
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_124.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42813256490da211d76923050ecd9443af81df69a87514a492e16710b0abfec3
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_128.pt b/CIFAR2_32_bs512_ckpts/md_0/step_128.pt
new file mode 100644
index 0000000000000000000000000000000000000000..74ac392be4b08bf6b13d57fa1eaf65ae81f894f6
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_128.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf1c219cc7d8aca99c58618a13b3adc10b7e8bedf3928d7f2e37626b930b8c0d
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_78.pt b/CIFAR2_32_bs512_ckpts/md_0/step_78.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a35a49dd6f687b17b570df6d2da3ff92c263e55e
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_78.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54569b53edf9ecf16551a28ae33a0e88486c31218d457d3972e6584969cc7e29
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_88.pt b/CIFAR2_32_bs512_ckpts/md_0/step_88.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e2bb1e829370218b5610b70e96ab8434e14f7f7b
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_88.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:121d00160b65272c0539f48566ee8b5e8803fdf85fea9faefaeaf0b498ea365f
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_90.pt b/CIFAR2_32_bs512_ckpts/md_0/step_90.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9f4eb5d55e9e67d2bdceb59eba5ad8d5d7c990fb
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_90.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b043956f0db008d8c05942e8365683027d0e4b5578689740c2a7ad6cadd72d32
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_93.pt b/CIFAR2_32_bs512_ckpts/md_0/step_93.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6256319351a8d8573efdc4d1d20883f2e2ec6656
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_93.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7186fc4c77c9635101a6fbb0a4fc4051d028e8268e9a3fd8692828b5cd3625ee
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_94.pt b/CIFAR2_32_bs512_ckpts/md_0/step_94.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c2a56afcead7bf5c7ea406f0eabc2997efbfd32b
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_94.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2f446dccf5be44ffbddf66e8e393f7023a276d4eafd1e834c4231291262868d
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_95.pt b/CIFAR2_32_bs512_ckpts/md_0/step_95.pt
new file mode 100644
index 0000000000000000000000000000000000000000..986731f48afe5ed8f0622c93d2f84a8900b80adc
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_95.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd9c0597dbaa0ec3da895a0d9e49d1740171279644e332bbca24fcc5a7bda5bb
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_97.pt b/CIFAR2_32_bs512_ckpts/md_0/step_97.pt
new file mode 100644
index 0000000000000000000000000000000000000000..40ed3b9ba898c8761ba5f78b1dd963697736f62c
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_97.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:915ade62e2f95caa23cc65a09df23453d918c3858116a37d05b9f4b87c0eef3f
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_0/step_98.pt b/CIFAR2_32_bs512_ckpts/md_0/step_98.pt
new file mode 100644
index 0000000000000000000000000000000000000000..25eddd81bd58225da054f26526412cf34c01cddb
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_0/step_98.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db2eec5d94b5900c047f9a719f5a4ce13093790322da12698e623e56b7ee96d2
+size 9126211