diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1434.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1434.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c2997e0984da209096736d17fc0bae14a00c1fe5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1434.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c36d8549e68a6b7f2fa476035bba2405f8600f3a5c55bcf127356c39e632999f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1437.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1437.pt
new file mode 100644
index 0000000000000000000000000000000000000000..068a72c56610ee8c4517b8e9c83aafda808c8f88
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1437.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e52ada066d16be6a1cbba822eba044e1f0026aff3042d4b87c14acdcfd7abe0d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1441.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1441.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dfb93cbce3608fbeaa0872944fbae22f8c87abe6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1441.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f8f666ed5e24e41b52aeb01b91463ca08b3921b42f639c21c34d9e0013645a5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1541.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1541.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9044fb6399bb815b345fce71225462618eec930b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1541.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b5d4089c769cafd18b10bc8e356c3e3c547239c4a50e5fdd0cf91978f505096
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1542.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1542.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e6ec289fe46907a757ba78fbe86c6096e05529e2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1542.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b943981ee703b76431a43f4111ba8d9b41e8be39572694b7c754d62f45f23a4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1765.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1765.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c3b168cde5763f8db2a6d2bed85caa8b4d1ed3a0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1765.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57155e75fe26cbe0aaebda32f897f4b5ebade552577a2e5a662c2b84ebc4195a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1793.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1793.pt
new file mode 100644
index 0000000000000000000000000000000000000000..68afcf3a25f5a920e491aa708acd1c98c9aba4bd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1793.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d64978855fcfe82d1a4cb226705d1980c92d559b992343888d7243cc60a496a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1795.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1795.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3b00dcb9737b676c36c0aacab34172755dd65ce3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1795.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b49ecbb22961ae59903a85d8bc1b9c557861f3d3816d2aac0ecd854cb625e4f1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1796.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1796.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d3b9151d2a6876fad6a48243ecc78d3ff4f73303
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1796.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de092ab21fbf7bcbecb04fee1996095901dceb7283df02c62851ceaead5f682a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1797.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1797.pt
new file mode 100644
index 0000000000000000000000000000000000000000..63d9edbb8af5fddf91512fb184910593fe1e7952
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1797.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c43ebd2c394b472b6abbda01bd11a2b66fe6a4185a852f3b2812c2090891c03
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1798.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1798.pt
new file mode 100644
index 0000000000000000000000000000000000000000..00c66227db17f1d45c816f90a5018d7e688bf942
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1798.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd9c83f538c078baf6796b2040e8c6e63282d6f73b20d1b040bdc4e0c3205899
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1808.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1808.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b5734f0467ad81bd342dab4ba580e5afa46f4f34
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1808.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5db6cc977f83b7eb17097328abae07bd49da9f53f4b26c26f07331cc53d3d829
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1810.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1810.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b777534fe6d065202c4d65765a107343af81c3c6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1810.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc6fbb34e6b4cc4b81584a980879fd14032f2261a45be836422bc90b55e8969f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1812.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1812.pt
new file mode 100644
index 0000000000000000000000000000000000000000..33b50733cabd44d01f50a940f13ce0d78586c4f7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1812.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49092e180eb5b5cf63af1838311583c2ebbb948adcc3a6d8a9cfa8cf174f5f5b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1813.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1813.pt
new file mode 100644
index 0000000000000000000000000000000000000000..87271e2265fe855209bff5808688d714db66a038
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1813.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c486d1b94baa783cd0627019f63bc8f2cd80aeb5a25fd19db3da247c7b4b55a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1815.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1815.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3fe2b228c40806230e3d3979e1ea7b68ee7287d1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1815.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2066abeba782ab3efe70b16ae03f8c189adc0919e4a6ef0329d927bec81ae720
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1816.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1816.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0418ab7a22a8a08e955f23ec2dda4461de2e06f1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1816.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ad1fbede13a968e96d1c3afe407ad309961bd1912a173d04b3683792b922e2c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2455.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2455.pt
new file mode 100644
index 0000000000000000000000000000000000000000..df1160ce3b590ae74bd5af0e558945442911f92b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2455.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcdab8199359379d08a51a06bae2dda822aae7991cb8ce787d00b4c6b9413f30
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2456.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2456.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cfa144921d71311d30fdc91f7797d1c452266f46
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2456.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1aadae0e8caa8ba9e7f20bf7d528208c68431aac8747bcfd68bde1ee8033f2dd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2458.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2458.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0faed94de305a500bb15aaf9f8ad1d907fe63396
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2458.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3014d68f4dcb2f3d90249a97b83168916047fbef645c487e75c3eecd93203041
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2460.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2460.pt
new file mode 100644
index 0000000000000000000000000000000000000000..480bc5e975710f2dc81d75287c75a976a1c6c3dd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2460.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e75acbdfb68fc0237b3ebac454066f773316432b711a7aef33ae628d2fdd3e3f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2461.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2461.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4439ff9d9d872d71fb28efb34feef0c2070c1312
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2461.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:693aeac4b4a602e694f6a5a252431d7a2a33bbd6a6f917408e78ca89353b2b9c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2462.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2462.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1cd70c0d4c0c85e493d864dfbc6ba34de9c3eab8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2462.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87e204909bcd5e56358a5f50adc2b9f874ff7cd234317275960bb68d4db8320a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2465.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2465.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8bca4f424a8b7c54b789a3d56d86c3c37d3d4c96
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2465.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcb255c9112176761fb33bf9aedb4de59867186890f11fb0a8e756fad2a3af29
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2466.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2466.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9b941a8f562d4e66d696b2e5a5a152011e38ba4b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2466.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2eb7e16362efacdef2c007795dc4d370dfc4f0752d9363fb5fd49e80704daac7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2467.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2467.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f3e4c8187038901a1b6b93b8fe0d877beb3a30aa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2467.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:530b4ed0fdbdc8fd478c5a2b1352c28826576fdb2ff8da30ca9855a962e0bd9e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2469.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2469.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fe32e513b66e7485c983c49b89594b7f183740ba
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2469.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ed0fa3bbdc413278f6b557f1e6324ba2a5104746e4de497b8a72f0fa108ef04
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2470.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2470.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38e5b796303db5f07c2dfd91d2bf5c22091cd3c4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2470.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a51aaada9ca3c1954c47b1350d7935ee2cdbac685b7db09ab1e824ada10f48ff
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2472.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2472.pt
new file mode 100644
index 0000000000000000000000000000000000000000..526d19f60cbb45619b774c45d55091b7fbda9270
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2472.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e998bc0635c88e06785a40f53cdd75907dc2f50c9d3514a0519769132dc13740
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2473.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2473.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c6bde2299a90d89270430cb35a4b663adfa49e41
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2473.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2fa3f402aef0e9b44bdeeb2f5f90445d3c0257ba623db15c08dd726c03c1b094
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2475.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2475.pt
new file mode 100644
index 0000000000000000000000000000000000000000..81eb238450cbe6692983e3d13d593fd1e027277e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2475.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8953d7decafa342a13fba6072a42c291d452b335b09a5c26036ab1ddd1244a3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_674.pt b/CIFAR2_32_bs64_ckpts/md_4/step_674.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ec666d5cb090e48d3068bea93e29e64772beea4c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_674.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:041b4043fd15beadace088565a22e8343cc1f895e950234bc2ab8c26b96e10fe
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_676.pt b/CIFAR2_32_bs64_ckpts/md_4/step_676.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5b2fce91caea160862266655f3ba2fffcc828998
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_676.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f767a50ed18c5dfe8d9dca5d87ca6253d0581301f1ab0bb97388ed7cd7a5ebc2
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_682.pt b/CIFAR2_32_bs64_ckpts/md_4/step_682.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e0cbb5d8e8aa389b5d058b7917bb2451dc8568b2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_682.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acd7047d0d86d1e098791189dd040428c092934e681cea38bd4f84d29e6d352b
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_683.pt b/CIFAR2_32_bs64_ckpts/md_4/step_683.pt
new file mode 100644
index 0000000000000000000000000000000000000000..035e8803a2c03bdc4fc124f883f2918eb39dfd3b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_683.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:954e6e9109725679a0ef25d61f38b40975fbe149284a61172b51853694ea51dc
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_684.pt b/CIFAR2_32_bs64_ckpts/md_4/step_684.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8898b65da2fe1a44629914f2bb2d57c3d955b7aa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_684.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2774c03d2c98e2776dadfd182f32e556b89f22f9b425fe3b6818eb9d760149b
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_686.pt b/CIFAR2_32_bs64_ckpts/md_4/step_686.pt
new file mode 100644
index 0000000000000000000000000000000000000000..006e1c4af57a093a38b59dc4c404a20ca81363b6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_686.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a21065a48d3e9568083eab4ecb3c8d33e18be328da256f29893a3fcd031f1f78
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_687.pt b/CIFAR2_32_bs64_ckpts/md_4/step_687.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9a3857bc5aa48ce42e0479011b54c732eb99659e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_687.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca0245bc203bbd58c333537ab428f4dedd4d2ca18c2f5c038aa7c5ebcffb180d
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_689.pt b/CIFAR2_32_bs64_ckpts/md_4/step_689.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d3c13813a5c6ac8b3384d7e6c6c242904a37212c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_689.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d5bc758cc91497a196446a1ae28ba13aac3322258f8532af333bdbdcab8c8f4
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_714.pt b/CIFAR2_32_bs64_ckpts/md_4/step_714.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e82ae1711e863b76fb2f8c6e15bc0e364a5e3e38
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_714.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55e3b59ec3b66c14c0749d75aeae21754c4f24135cc75d8cc919f159a715d812
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_717.pt b/CIFAR2_32_bs64_ckpts/md_4/step_717.pt
new file mode 100644
index 0000000000000000000000000000000000000000..902b23160be68480a729a627e12bc78f6a06407f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_717.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1fd72ff01948c21001a5e8a0aa750b184cce012b3809d42be03c17f2f111fec
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_719.pt b/CIFAR2_32_bs64_ckpts/md_4/step_719.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ece4f78cc41e45e9bdf1965927f646cb51072574
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_719.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abd61463a90725e8f9f5517187c888e7d7e45b795d52b75c211bf511d9912558
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3664.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3664.pt
new file mode 100644
index 0000000000000000000000000000000000000000..95dfb4fc3e1fa857afa39479e21440f93773810b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3664.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cfa73024ced765f27ca6381cfd8d964881a921b1572cfaf70ab4ec0c232443b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3669.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3669.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4f88a163bd1738c9f701528b31f4fd267f6b01ac
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3669.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b14901a8e242364c0d2c563bf9b669478dffd37fc54b36417fb7b6b7c9f62f10
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3673.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3673.pt
new file mode 100644
index 0000000000000000000000000000000000000000..eb3163a00e884f1677e35f0a8506adde25905831
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3673.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ea8fed734e4748be2a7ad16574b4fa8975374492f7c0cd7980f35739816fec2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3678.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3678.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c808ab2956ebda77ac15a01de0b82fd596476a4f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3678.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b15ad74454227aeddf71143b9447d22cfdf19ce5289f9a597f33ecf7a5ed6345
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3679.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3679.pt
new file mode 100644
index 0000000000000000000000000000000000000000..aa244fa145110d485d86cded11664c79e153da90
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3679.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:327574a44877cca12eac0dcd4ca176496ec7b0a38fea549ddd656022bfb25404
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3680.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3680.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a610ef1c9436593dde7e48b428cee6cdc19a4f21
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3680.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c0187f695a8d82d942e27579b34918861fe8ffb04882966829bb09e621e5020
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3682.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3682.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d269dace901808100e8f2ef7859a0c939aac043f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3682.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05e23844a9e2e86b4470f897931421a2f09066f468cd8b1cd659a14e00637d52
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3683.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3683.pt
new file mode 100644
index 0000000000000000000000000000000000000000..98cbaca8dd4472f7747d921d6cd4153e9d8f57a2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3683.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36a8baf607b61f7805b8e1959ee213024a532919aadbaf28703c990ea3ed667b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3684.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3684.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f6333cbd241ba7aefdd9335ae06f0a2d6a93d46c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3684.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1fc5fba07cbb96b63c2739a5a62800afd8d4119b307c0254c5d02880ca1bd645
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_3685.pt b/CIFAR2_32_bs64_ckpts/md_5/step_3685.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e514c9e11e8b045d7e7a37796d90bab73c14581c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_3685.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29168a2f4518721fabd63f8b79bf9dd422161086d44d528c68db4f0e8b1ee108
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_54.pt b/CIFAR2_32_bs64_ckpts/md_5/step_54.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b2455a4bc0d86e9cb5a41c672e8368fe83ece95b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_54.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7af1dafa6f303a9983f299f2fd7151db982f1620967a9c3341e3b177fddaaa68
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_55.pt b/CIFAR2_32_bs64_ckpts/md_5/step_55.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f82f0a2bb4b137a24743a9028cf2ac2ab89112bb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_55.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e616a1fb5244ad0d5330ad99e0b4e7741ca4f206fea3c26c926ae6f7e09f311
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_56.pt b/CIFAR2_32_bs64_ckpts/md_5/step_56.pt
new file mode 100644
index 0000000000000000000000000000000000000000..64b4a5fa1e2b2da2514d3721a2a7d00dfc9c41c2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_56.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eec368ee844f1c0194163f64eb12ef0e9c1fccaa9186ce5dac93105c36bc1340
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_58.pt b/CIFAR2_32_bs64_ckpts/md_5/step_58.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8b132df256efc259941587324f87dccd70492280
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_58.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5099505c1f0ab29a400b608ef9e0fbc6d63d6392a2f1f4aaff24a1cbb6f2b0e9
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_65.pt b/CIFAR2_32_bs64_ckpts/md_5/step_65.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3b6af3f3715b28f206d639a23332581927455756
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_65.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d61e4b023a5334614db4a3622aefd49fa5205fb342f05231d0369b5c748992b
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_66.pt b/CIFAR2_32_bs64_ckpts/md_5/step_66.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0a99b2cc714e8fca319ed54baf4557685fd74f77
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_66.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:540be3f64cc09bb128a6c18220de92a07632947eb476c4f6d2228ac65f004fd3
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_67.pt b/CIFAR2_32_bs64_ckpts/md_5/step_67.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9febf3e3ba682173e0eb260a138d9b215629d112
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_67.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a42a0815fd82bc5c505a58603204689f0ff024d4d724d047a7b5cf0a4367635
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_68.pt b/CIFAR2_32_bs64_ckpts/md_5/step_68.pt
new file mode 100644
index 0000000000000000000000000000000000000000..85935ae49fdcbce811126cf8e511cfc5b977d8fe
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_68.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e6db7d22c3a0159e482f115d2afcc0bb4fc27ea75f14b15417fd079dcadb391
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_69.pt b/CIFAR2_32_bs64_ckpts/md_5/step_69.pt
new file mode 100644
index 0000000000000000000000000000000000000000..93959f360656c02b90d19f5d37e58a8d7c3156d1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_69.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcd1e9266f95ec4c02b9149ba656e59d5bc0a224a00f176e738845257a01e386
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_70.pt b/CIFAR2_32_bs64_ckpts/md_5/step_70.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3319537576226f157b749d0f66e4a79a7bd7b107
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_70.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4e6b8e93b1ed3b5798f41a0c2faa221bae020feb18336068393b85e977e79b4
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_71.pt b/CIFAR2_32_bs64_ckpts/md_5/step_71.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b8089229b6675165756a704db4e8618d596d03a3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_71.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b986fd0db9a4b00d30c96a29fb5715425a25b27d0b4c1ccc6e71df80a553adbb
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_72.pt b/CIFAR2_32_bs64_ckpts/md_5/step_72.pt
new file mode 100644
index 0000000000000000000000000000000000000000..91d6da245de7f96df170638adde576ceb24a0d1d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_72.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f178e6511c3f521ecb58b0e9035f91add301eb4a8ab33709771fcebb957a518c
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_73.pt b/CIFAR2_32_bs64_ckpts/md_5/step_73.pt
new file mode 100644
index 0000000000000000000000000000000000000000..52e1818d1df951220d23190080c424bc9d1ff250
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_73.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c3331f134e952e38cd11cd370c733be69b2fa031ddea366099bc100c12fe6b1
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2920.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2920.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dd49d2bcf8bbb7cc05c187a5917a192d73b5248d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2920.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:afeb6f6feda1ccd1b50c8a90bbc5f64a281483b583ba76efa643f27a7dcc3ade
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2921.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2921.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7320b749f619043a84d7c301cbde7b8cda909ca4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2921.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:921b9b4829e9d36d19573085d30ffdca06ad0c9a2a1140fa44fc3d92ebc273bc
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2922.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2922.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9a694a66263361940761371311b31f69b6b259ed
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2922.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61ba4bd75349b6fbab1640d4ee4f4c5b635132f0305f065d77c0d9a82f1c6502
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2923.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2923.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a34ca2879e6aad8c385dd20f80e7bce45fb4c23a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2923.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbd2df64f3dafa635919d651921fc367a35ac4d3cf3f8df6e5d578e96c3e7fad
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2926.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2926.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0e8df3fb3854aa11a391b7297840a52127ad3523
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2926.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e87808b1e186c8cc4471938eabc1570dbd1773d72e1fc42f3701f142ca9900e4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2927.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2927.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e5e232517ea8ca79ac507a6ff767384663f97109
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2927.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:462dbb4bc8b9a9ce9dd3c4c789ce838200ba8576f63ed2e8b3b3b328c6a240c9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2928.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2928.pt
new file mode 100644
index 0000000000000000000000000000000000000000..48a622b0922cebd321db53c611f3b36c30bc7238
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2928.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ce5080824663d3827b89324d9a394607565403463e9f5b911b52afec1bd6b16
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2929.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2929.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e8ea0efa5c50bc5a1c67d039f6b39dba33680b9e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2929.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1d8f3f483d0457cd6b41feb6c3b832e194b36fdd8d3caa9ce2696500a51da1e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_2933.pt b/CIFAR2_32_bs64_ckpts/md_6/step_2933.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2408449c656770b6fd229434ca58e50dd1e327e2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_2933.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74d5478a02f2fda4bd08016afe9fe6bd63846155599e57948d38d93646b4f9ed
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_825.pt b/CIFAR2_32_bs64_ckpts/md_6/step_825.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f72882018a8c8dd6afccc9d276797b0edc2181a7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_825.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7dfddcb53850cad2ed9d4972015e62419b3f2e1c5df320be9f1e4a5a7b3d7a54
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_826.pt b/CIFAR2_32_bs64_ckpts/md_6/step_826.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0a1f8fce0d6528c1e01edf3d9188621c8ed1f2d6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_826.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51b34e166d1e211175a56cbc7f86c1484c198da15fc1f43826ae70d6500dbd6b
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_829.pt b/CIFAR2_32_bs64_ckpts/md_6/step_829.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0dc5ae42242cfca1a25d1f61282f3775c6c3e643
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_829.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a88566b3bb81af32aaad722e8dfa5b77641ea0b4815f75788a98263d167f3bd
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_830.pt b/CIFAR2_32_bs64_ckpts/md_6/step_830.pt
new file mode 100644
index 0000000000000000000000000000000000000000..76932ddf799e252717812ef6845aeb0f33bf6779
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_830.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e47652af938161ac8e9590866bbd1f81b9e67b429cd89ae98c5c9cb9a75e8b43
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_831.pt b/CIFAR2_32_bs64_ckpts/md_6/step_831.pt
new file mode 100644
index 0000000000000000000000000000000000000000..49f92d27154eadf423f1aaac579e948da77fa80a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_831.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cd944264104e5876c37051568826cdc71b962dc40f7035b2eee65ea0ac163c5
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_835.pt b/CIFAR2_32_bs64_ckpts/md_6/step_835.pt
new file mode 100644
index 0000000000000000000000000000000000000000..36b77beb812d833e9c44c3c8edeb6f6220678e8e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_835.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a89f87a0bc9e3272da4ea3be2d3d10875d0bd5761a61bf47230c42ab782e5d7
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_836.pt b/CIFAR2_32_bs64_ckpts/md_6/step_836.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4c8a4a046acbe25a195799a80fc83fc2dc739b2f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_836.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1c8616e234a2b3d1a376ff4535ce5bf1622ba40c1997c78f07cc87ac89e38ec
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_842.pt b/CIFAR2_32_bs64_ckpts/md_6/step_842.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8553bc94ed25c9cede3ca6514e7fb80ec674fccd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_842.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88e4a9af8497886de5e09de1ab073223b03604fb9d543f35b62d583d5d156976
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3701.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3701.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e8bd9e05fe58e6bd4c3071f4750441019b5b9f56
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3701.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcde2ff5c2b8fa5cc0d2b0f10ee1068a0df7b999ac5a3ed7a5ac2279cfe2454d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3702.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3702.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5c0d7534f2cd9c31e6159c7b515201551b188ecc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3702.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d22b739a2a2d02645e0ceecdf1f1cc4c59c889929eb841c49e409457abcc9bb9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3703.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3703.pt
new file mode 100644
index 0000000000000000000000000000000000000000..19efc53b9769e46d214ecf844c6800c3e4222102
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3703.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:056e7ff5489fe80938b86436ba0768eaa2c7f42e82c5892889e8939b50842ed0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3704.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3704.pt
new file mode 100644
index 0000000000000000000000000000000000000000..45641fc9e881da8f940b9aa5cdc4f8a5523e02df
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3704.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7665462c9c8452f1eb5908929dbfc3dfb837ab3b9f5c390f013846c2a59baf1a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3705.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3705.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ede8fdfb64e781ef88353acb770f013e2c11a3b6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3705.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a06e55d85758e80565e5ebc2707ea312092ecd6513657a25d57972791b77b6c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3706.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3706.pt
new file mode 100644
index 0000000000000000000000000000000000000000..58cbb56aead055a1bfc7b23c6cbdb8a924bac1e9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3706.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5019849ce36ffebecb83bd1ed9e66f5fb136b5321130be47cd5d61f110bd41f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3711.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3711.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ce3e5143f1f83ebfc2c3d663c470b30e0df1c7c9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3711.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24465c2facc8aff957740cbf443d8a859efcef4ca0981e80bb9990bef30e4225
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3716.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3716.pt
new file mode 100644
index 0000000000000000000000000000000000000000..80ba4400d9272e19b21e279a5663e0eb56a6ae4d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3716.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae60837073a80505526fb5d00934b52d83891ba7ac64326584588fc98f0c20d3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3718.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3718.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dea9e8360dfd6cf3d63785889f310f665cd5cf4f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3718.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7bd2802be9f0cd8ffb5f0ebbe945e4201aafec7270ffbccc9cb488abdfbc40de
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3719.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3719.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9a9cb30546c6c79f2d5dfb5212efd47c9206aafc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3719.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:355a3e2d5a99e2d51b66379ad68cb86f9a4f5378616f826d485a91ffedb3c89b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3720.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3720.pt
new file mode 100644
index 0000000000000000000000000000000000000000..259b23381affc06094782d543bbb1e042f6c5fb3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3720.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5f9ebb62e4ad6d904fd739c6f602e9fddd533d2de9e75496962650213df79c2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3721.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3721.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7b46cb50928bb6cf40535590c7b3a99693ee1e7c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3721.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2777653ada34435c030e415abb655b94ba7edbf7d7125d71442db53ae86fb17
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3726.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3726.pt
new file mode 100644
index 0000000000000000000000000000000000000000..46f5f58ec23a9dfcdac58b959c5411885938e846
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3726.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d73a7a4ea1373da196ac0c40c97b5f564f9446bb1ec33dba1f261c83acb8a0e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3728.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3728.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c8a24df24b8beb8e51f5ca98b09a1c601ea700dd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3728.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a057b60f9751845942150a14b95596e3c78f9ae2aad73bea281da070c8292a8e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_0.pt b/CIFAR2_32_bs64_ckpts/md_8/step_0.pt
new file mode 100644
index 0000000000000000000000000000000000000000..480e5b46adda178092fcb7514aa31c036c48309c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_0.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:209290d754b920b54ab7f602758569982c01d56637564575203d449558561eed
+size 9123982
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1837.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1837.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cd14ea6070c4881a0725ce5b12cbafab2b629218
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1837.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85cc3c07277ca1ba128028afe744bd8ddac2cba9a8c4073fe8a90aaffce4e342
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1838.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1838.pt
new file mode 100644
index 0000000000000000000000000000000000000000..99be491600727823f70bebd074931332b3e13266
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1838.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bbc61a1be79b6b9ea4c334df6dd2526ac7cb0a8499463caa0848f48db425d33
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1839.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1839.pt
new file mode 100644
index 0000000000000000000000000000000000000000..edba94de235459143d48004e9a8e0d2a22eae9ab
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1839.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d526998112bbf3e97927c7cc40efa6be9a19df140394b6243c6e992a9abf880d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1841.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1841.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6a9c63aad10f86544ae3aecf9da955b619f6ba00
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1841.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:178215bd2f7edf648f97704673921ac4e8688f5de1811088136875078dd1fe52
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1842.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1842.pt
new file mode 100644
index 0000000000000000000000000000000000000000..103a2104b65b56eac2a20ff7a5a194e84d724e1a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1842.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6690aa34786243f8d83820ae519ce5137852697a9054cceffa25051bf8230eb
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1844.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1844.pt
new file mode 100644
index 0000000000000000000000000000000000000000..708d4da39da7bcc44cbf72fda965be62cd846898
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1844.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32ca6171676ec5d23c9bec17c9c6d4f22ea5647d0e7573af22183c6aaaaad770
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1846.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1846.pt
new file mode 100644
index 0000000000000000000000000000000000000000..78810838d99b0a477fd44fddd0dd1e9c5005835c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1846.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d20a5a83d237f0194eb4c749062eadec78bc9baa08c2b6d5f2e5dc9b8c2af015
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1854.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1854.pt
new file mode 100644
index 0000000000000000000000000000000000000000..44d8f030838e0cd112c5945da0b5f8af7645424d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1854.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ac7435ef38db8951da18ee0c770d78f38ffa405af13e204f077190fb2177f6c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1856.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1856.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b5bb0b25294e1ddd12bba8bb52e04fa9555841f0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1856.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db2ea5e087b2af14107f647ae1ec38d0f4e148c61848b9aa6f589f25b32835dd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3729.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3729.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4639506a8c5a08905c728771d46e07bf3d35c01b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3729.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9726dc390d27b6499b767e917f3280c5ecee795e8af8bee30f5c3123a5842ad
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3731.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3731.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d9435278828b40899c2edce14e83a1985b6da733
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3731.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:076530105192108969b510aec8287e91645bca6d6d215bc311172b24389406bb
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3738.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3738.pt
new file mode 100644
index 0000000000000000000000000000000000000000..750cd42fbd4eb967259bb0287ca0480c4c8d93b6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3738.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d09e56a6cefd3e373ae60570aad3cd2f6c35268708356ef410de86c65c0f7417
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3739.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3739.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bb0d762092afc70244a61d42d09d71f10211ae42
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3739.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4cd916363b2530b6d9b21a1a5bfed4f80121dbff4bcce93a818c08071f4e3d8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3741.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3741.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a538b9f0252809c6efe52b5b4557a560aa25c2da
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3741.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92b9585d78ede631b12d49693663192f422f7261f004fdfa13c56eb84b51dea3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3743.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3743.pt
new file mode 100644
index 0000000000000000000000000000000000000000..60f375f981b7f1e7f223d4c2f11f1596b8d9788b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3743.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c009ac9ca2d228c8bb3c97db3fe1081846f034d7f3a233ca6a51ebc54de8a105
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3744.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3744.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5adec005dc23d5141f880a60b9b6f0ed02526378
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3744.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff15e67af7aef3a20c2793f19147b7cc91d026b28ded254968551bbdcca6e386
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3745.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3745.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d28f9295cf64101a5dc66c7e113c242b833fc16c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3745.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9d8e20282313654e259c2069f62b772afafadddbd51c553ef8b2306ac57b822
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3746.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3746.pt
new file mode 100644
index 0000000000000000000000000000000000000000..156aa05197c71b90e0a98c62be4f5b8d17245491
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3746.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de776309a3fbed4d69b4363f7cbd6ca2c80640ce22478af07d0875303d65bf46
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3747.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3747.pt
new file mode 100644
index 0000000000000000000000000000000000000000..390804f2bb0690b5d2ca82666277428645f00dc6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3747.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9d59cffa1c7ed803f999a8fd429778d5db80166bf8f86b176aa51474f7a6369
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3748.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3748.pt
new file mode 100644
index 0000000000000000000000000000000000000000..674fd68a811cc7e6fbe2512d644f4f2746fde11c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3748.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d37e6bc51b0b9dce50645116f3d9edef07db72bef3237d4bc76405fda548f24b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3749.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3749.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a342c5c04789b84df281e0de4d1d25184bacd465
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3749.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26c2d5495377e7c62ac9bd9b3a1764d1bdc693c099749b1fb8cba07e5e2efbe2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3750.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3750.pt
new file mode 100644
index 0000000000000000000000000000000000000000..208f7b8c6bbacd81d48e9a63c996d589473bfe73
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3750.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:583be20ec455d93bb74178d3792d923a19eb45459633b6d45b1e7fd61a254689
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3751.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3751.pt
new file mode 100644
index 0000000000000000000000000000000000000000..56ed18ee0f5d1f3d940d7dad472fed8f5477cfb1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3751.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:552382f64a5c54c9e3610e4b0885df2d6bc0d091f1ed55a90a34498ec08f2935
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3752.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3752.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9c21746b08f200ecfc1136b05d9a3fccb1a98447
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3752.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f969bb8cc4a8ec588f966fb0031d45d7effacc6774dac043aea4def7f726d8e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3753.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3753.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8b4a52663299f6ec9aeaff2eed3c91e0beecaf61
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3753.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e41267acd23574e9ee8361f3c4dd8fbff47a04778d1c5d57a0b85865b678eba
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3754.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3754.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4327227f6259c5c7f7ec0a336574508da86400f8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3754.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13a06f0631add4238821555d750a1c5f653d217ebaf73f6cd5cb7afb59c34234
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3755.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3755.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cee27946ec243be1fceadcbe59c1a6d5d65a65fa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3755.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcd9a0e8fe44839eb3043841323d62676600f22db52a11f52637c2f5579c65c2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3756.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3756.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1041c754f18b138f23cd321eda0562c782f47de0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3756.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abebc110a947134a9f5c00c5f2d494fa9670a90ba7ac72d199816f569d40c446
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3758.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3758.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b42b6cfbb54e86ada2187c6b06c5c424dca0742e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3758.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ea91d2706e043a6bf87b47655da71522127f26d232352ded06e2e3c5a2380ad
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3759.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3759.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bdc6b4850d2e471824e059697a89f7c9ae2e5505
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3759.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8afe950e39ec679927e4f9e9e2a30574112102d8cc6a2b08c57febe102aa7a95
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2608.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2608.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e226eed71464050235dd1c97209a680838f0e980
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2608.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:791c90a07d46065cda80f319707405806a1f49382946ef545c43a63e372d6ed8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2615.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2615.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fe6e39c02e489554de34544aa38650e58140663e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2615.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:437cfda51547558e5cbc8e55dec32834b5700fae26d03f9ac98f26a9a4f5b4f6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2616.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2616.pt
new file mode 100644
index 0000000000000000000000000000000000000000..149b052323851c1321041ab0ce684a1e574aa6c6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2616.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:726a5e80d9cce68de20f8f6438e44309388b53687f3062ce5d122e049504de7b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2617.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2617.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a9f5684432f5ff9f96c6dc9ee9209f88457c100d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2617.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c79f4cf20a049d6c9c6bc09de7e3fd2c507c5f6a2bd546a29a4f4b34695fca48
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2620.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2620.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8b706a52fe8e1a1d784186e3993f994cc89170ab
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2620.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49e0b2b8e613df73e283df95e83f5f1be1a2aeeda3a0fbd406aa18ebffee795a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2621.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2621.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1a9ef6da9b0d6b471df366889cac307b60b45e39
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2621.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e6e022333aa32567bb80e8448f073269435656fd8094256601773b50165d3ae
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2622.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2622.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b2ac10d75c112c1e2256991efbc2371d7492dcfe
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2622.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ad9d850695f94dfb34434bd928cceb7ce2c756f4119114dbf77cd0a17a52696
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2623.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2623.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6ce82e10434db86f81d676b9608dab7e58473fb0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2623.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8795d1f69b057e5ee0710b248f398a686e9454d9f6e4c2fc437f3c6910c2c8d1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2625.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2625.pt
new file mode 100644
index 0000000000000000000000000000000000000000..15b0b06160de73606fe155cb8c4622784058e8d4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2625.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:656730f6d58d9d58e71de108c413be45bf58a49c4d1733c586d5a3ebfb320efd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2626.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2626.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2b7941f773a78151f2e2b988350bb548eb75db6c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2626.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c877b1c0b0332655404fed9014b38d29da5e9a5d7fb62d77da8b28c90faaa72
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2628.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2628.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5b9b016f8021b1a408b5cedb75a4e4a3bc4f8047
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2628.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df3b9e80b7a5544d9c4428150e568b6363da9df77b6c18c12172d78e43e066a5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2629.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2629.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bc4daf3e1bae53b47b368fac50ec635f141631d5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2629.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0bb8cbab8f908be02731f8ec20571e68b60163377d48b1fc2c1114c908eb5fd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2630.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2630.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d280219408132091669dc7f1e49a35c12ebc6bbd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2630.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b8bf2c211272b1104ce5c0a85bc5383c6a13bd026610b7a2dec60597c7e2857
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2631.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2631.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6b7355b359c4e0c109db30d2b3cfab8fc7319add
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2631.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:763dc07fe37e53b1e11b09c88371fb1dbb307aa38f408cd20da056f3d3ce75e7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2632.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2632.pt
new file mode 100644
index 0000000000000000000000000000000000000000..36f2d6707ddc882b43e4c3a306c1f0e8b8c57af1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2632.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5954b796cc9e81f011d05a4253f1ae889cf8c4e7ff8fd0a08614af292d0d69e1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2633.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2633.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6c460b450e3a37b5642845232a60241a71d03c5c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2633.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fa7cd916b9b5afd51df86a541c6633c7cede41449cb0d912ebcb21f6d402386
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2634.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2634.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8327f32c05d82e6a53c2694c245076a2d5ac2447
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2634.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcc9bb68e0843c593138cdeb7b8ea36fc21ff7230095e70919cedf6261a13f12
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2635.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2635.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d5dfce559246c30c98d8bb6f8273716fe78f778e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2635.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b21278eec1d0e36da06bbbf3d6f2dc7bf8d78bdba89b192ab513abe9590780d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2636.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2636.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5420a8b632bdf8d588e5d5939970fd1aa65ead2e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2636.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bc545b315582fe365703783452cff6e3d36d1434c772be9d6f18963bba49290
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2637.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2637.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1a042a28e7aa409bb3e3364b8cca143ebdd5b734
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2637.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e2ed98eac58d044ae7f04f1407849d09f4bb445f48e56d4e79c0e6c0cf554ea
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2638.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2638.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3fa97b24d52f358b6db134c3400bd22795fb1c42
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2638.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0165f101b9aa4fc1b50499ee127a8e5a5935149344e7504cb9cced0056135676
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2639.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2639.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e1980938bd53eeafc454766c42f9a06287e6c665
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2639.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:845de05c897f645dc92f448b044923b968a3c1faca2a8bc672c3f0ed5cca0c79
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2640.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2640.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ddeecd64aa2f23d7fdcea91bde9416d5ca840efc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2640.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1cf2513ab804f39a4ad779a83d0c7daf28fd7946ca2a8805cfe2d6eef90e519
+size 9126765