diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1333.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1333.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6f43d66eddfc6a67800a4ae4603a4108089a39d3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1333.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a90f304f94b62e7b3bdb4a176e8e92cc4fccae4271d732119d502062d8c4310a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1336.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1336.pt
new file mode 100644
index 0000000000000000000000000000000000000000..299f3505d6c7aee81498465a8d0fcd3144a097c5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1336.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3776e4e895288a151deb1e45444473546ef040ca553f000d40e33c0f058e67c5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1337.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1337.pt
new file mode 100644
index 0000000000000000000000000000000000000000..47e76cc2f0fcd95160b5c2dfa27410347618585b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1337.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7af11929c7301c45c99ad238707d2e18e3f2344218b95c6d98b041d96db190f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1339.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1339.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ce3563eba991364a87b989d2dfa87cd7ae07e10f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1339.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb02a7b5185e55873a8277e4861eecd557dd349aa26232b350e4d5e16d8e93d1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1340.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1340.pt
new file mode 100644
index 0000000000000000000000000000000000000000..da6f67c693c1f5728afdd2331d21a263d468056a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1340.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f054a0a06ae859f9b050b4a1e7fccfdfcb65fc6b947f5ffb61b468a369a2d0a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1341.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1341.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d8df19e15e0d36ac9069afe26d8fbc633039c008
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1341.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5c215e9ac3df7f38cf6b23b9314b8452af317f29fc112c61fec4c2ccfb917a6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1344.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1344.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38e200f17948e8225449a67c9c8e8e536c906a03
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1344.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec59addcdff1585dee55732e99a9a01755d494910a011428703248ce5a923a82
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1345.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1345.pt
new file mode 100644
index 0000000000000000000000000000000000000000..466c53952efe908b50a44781c85a09233b2164a0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1345.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ec2555e15b980ac4e8202df6436074f7a686097072580a3891f8abe693afcb3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_1346.pt b/CIFAR2_32_bs64_ckpts/md_10/step_1346.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7a2916c5f6ca22f2d4fd96db4bc7d7f4397c1b87
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_1346.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2005b3f5fd7b39f16db8d45abd488eec7e21907f4e81903d419153121c834ba3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1936.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1936.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d546d65dab5f94f62055c1d06301730105021155
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1936.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54560cdb694dc7faa58f8d44f68f14ac3410e5139d67a00a284a2e456e7fdbe8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1937.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1937.pt
new file mode 100644
index 0000000000000000000000000000000000000000..daf3b579c2c9278ca74a1910bff5998b68700dc8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1937.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a1d5a3dc98f2f48d1a90f083030eb131c637327a484813e4ce311099591f3a6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1938.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1938.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1c58267a7287f6f8f9ab5e87aaab81730a675018
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1938.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a0b72d75874da78ffaa3ed728a0ec38423f83a2cdbfff4a10e337355f59e42f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1939.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1939.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7dade8e6f89052fb624ae4b1fba3b140d35cabde
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1939.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d862cc5380cc3e5f9595d7350d6d5adedf556f22da548685b8b6d4d9c999423
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1940.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1940.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c4dfcb171847e5fb1ac3b092e8fd57c1270fa69c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1940.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d86f0b074694868021e38b4143c29fbed9c0dd5d3d8f352975d2f7ef0cb6d52
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1941.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1941.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3a192aea8d0096a18c0d62089cc6711a7dcc9be9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1941.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c98c580c5e01fa6c9d1931c99d38f1f263f50b5512b7035a3f9ba04111f46c7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1942.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1942.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ca809aab160cc862c469c197921cce06e56e4023
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1942.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e26a3918af3313c31ed9be37144f85c8994a07b47ff0c2a1c5604ee352e3d91f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1943.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1943.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e0d8d19d6073b5c717c89540fa0fe0048e0dda6b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1943.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fba76b54ed35264e96eb6fd6bd37861e48b0f49997154545fa38befed97c8e69
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1944.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1944.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8a65166e4d28c7bbac35efa6bfdc0cecefc28f7b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1944.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f95173cc2b1d342b4f1d6b3e6893b80efb898dbcc81ebf4aa8a7bab757f0af6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1947.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1947.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ac7f72b2f5f65d3cc7a46884a738eadc4ce57475
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1947.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b697904c654a1b48a88ce0f9f74ff01397bb60fde80eb32c7a63e36ecb1d1ff9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1949.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1949.pt
new file mode 100644
index 0000000000000000000000000000000000000000..44e87f8f000d4cbf09c7cd3a01e3f3a17ab66444
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1949.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36daf8d94c1eb58d3633d1943cc9fce3301b94bfc4540a58a8f88874f784da4f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1950.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1950.pt
new file mode 100644
index 0000000000000000000000000000000000000000..77a8f605847a956be1a4fd2a8a40c2505490b701
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1950.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:034b8e4ead17f117bd980adc1e643342d4702c7cfa8eb97e8df8165a9487972b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1951.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1951.pt
new file mode 100644
index 0000000000000000000000000000000000000000..49b524ce7a36629f570be5d30d7597ddba236a10
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1951.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:642a4f4832f5dd672ae3c7dc39b1581be2ca9566df00f43f58b5c2a32adfcfaf
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1952.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1952.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a9c4143963e54de319620585e98a2555c0bcb77e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1952.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc1bcb3ed300afb7a85183e29475c34695e2aacf61703d3b2b3446a7186219f1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1953.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1953.pt
new file mode 100644
index 0000000000000000000000000000000000000000..545ea02d313aded65abede4346c3bdc869de5b45
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1953.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b75e3ee7f9b3a35e7a8ba9daff7f5bfa4a67d6dd9d790d0293be966b4a7a3f3b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1954.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1954.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3e68a85302f29a1dba9f0486c75c920108fa72bf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1954.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:334d136b818be2190dc1945cdf41790ab0aafac3b8659d3fd98e42a31841f301
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1955.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1955.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f1e36b18db5551b9c5b9f31c1710776d031cbff3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1955.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce4410e1e356ba0e721c12f1472d672c259cd74c2cbf1103785231a3648b46e9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1956.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1956.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fd59a2ba6430741631a5ebe049ebc14cb281c313
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1956.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9abd755849167c29ee1079506fec7474adc3909734d8bef880a64d57488a2eb
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1957.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1957.pt
new file mode 100644
index 0000000000000000000000000000000000000000..57c70dd03bbf7ee9592e0f86a09e03b901c7b483
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1957.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0e730225d760c5de7cc3e9f937f09d1042122d493c7eb8483e346e35c41c169
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1959.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1959.pt
new file mode 100644
index 0000000000000000000000000000000000000000..52adc315649382d8d30c6aba0341b245a7a08517
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1959.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a5d51c08b2e9599536daa234ba696b3dea5004c710609ea735d1246995961d6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1961.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1961.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d6eb1f4943974ca900470fad82cde68d0ded8637
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1961.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4711870b1eac1126b5bae0161292547e1feab6f779371beaf557fb53fcd216a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1965.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1965.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c97db9e5b6264c9fd728d29b9444afd86af66f48
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1965.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7504a8da123b9ba46a6e44be7020cc984c0452f1efd7df105e5599e2f49cab5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3005.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3005.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6e18ae268be0bea98cae4b5f28edd9869b0747bf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3005.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a250050d13b2498711bae9d6793fe9221a90a4b229d3e56546b79c2aa6378dd8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3017.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3017.pt
new file mode 100644
index 0000000000000000000000000000000000000000..49e64e683539c3be8d972a1c146061b5ec3a3f6c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3017.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd196dba7da33b253be62919de82f403e1fe06df99ccca6d0fb435d4b99b39d1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3018.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3018.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e2f107bcc71051416def62dbc07bf4ba2f25972f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3018.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:507974982e07973781a80278e6a2638301b564052162a2ab291efb9be5ef744f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3019.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3019.pt
new file mode 100644
index 0000000000000000000000000000000000000000..237fcabfe763b666fee549682624625434b5d411
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3019.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88c34a4c567aa870ddb50a584912fa97794930434ea73831476e41c3c640da8f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3022.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3022.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fb7ef133e66feb65ee23e8eb6dcd40eebf1bea16
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3022.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5220ef61bf45aa632d1ff55b404ba8365d8e6aa864d80798215f0efee661bd45
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3023.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3023.pt
new file mode 100644
index 0000000000000000000000000000000000000000..621f900131591d18a96af036853df6d1cba281ad
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3023.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e348180c5adb1a896ed00c527b9098ab5de67184b62ca183a505c111c9919ee
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3026.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3026.pt
new file mode 100644
index 0000000000000000000000000000000000000000..01d86c02353cf5d22942c95cc7ed7c5a381d2218
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3026.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e394cbf5f37775b347657718ba5786396ef294cb496a361575e219aa08d8ce75
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3027.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3027.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c1015b9b35a6c325432ba400ca6caa8e6686cf09
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3027.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:964da6e0f7f5b351ddbe8da46cafbdb3864256374834f859256c87db54002b9d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3028.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3028.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b2262be7c156997f6b34c837d76cd7d06140a82f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3028.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:991690a1db7ca38d3b46213aa2d61bba1fff3c1055c4e48d33a2ffa8f958b4a9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3030.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3030.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1a262e1b39bb27987d3eda11581bf75e58a07986
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3030.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50da27e49f55b00a4a3e913d28b47332627e39613720a6d0684155795d15dba1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3031.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3031.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9c93947c91611abd96ed566679af72aac00d9876
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3031.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdfdd6e300b2d91b48ab14ad3458d4be539928f0fa6010860b37d83da2ed25d8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3032.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3032.pt
new file mode 100644
index 0000000000000000000000000000000000000000..29a114ccb73f2688d8bc61037889fe95c28662ee
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3032.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f7db59dff81bc01a793437d371343c494c73613fbb92575b3233a6a57c28100
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3033.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3033.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9aa5cf90cf92282a3d620e9ecad45246806e33ee
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3033.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c54cbca5d6734bfa6517d2f5ec73dc759d6c659d48cd56eaed63735bec58960
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3034.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3034.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0dfd0b8de048187316ddf04bd2b83748c1d96ae4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3034.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c8d470560cf870cf698d6aa257dcf1442c5991cf5574a9c6033608ba02dd9d0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3036.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3036.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1616468c9c796703ce5116cb39ba0d0f3843dc9e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3036.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8e60c8e7dc4f97e0e043d4ecc99d413583656cb8a7fede11d121c340d149556
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3037.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3037.pt
new file mode 100644
index 0000000000000000000000000000000000000000..799a1ff889287d2306fee537a36bf08e12f27df1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3037.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b33d40f08ffdedef20a0eb734066fc04d112b6d563229d40aaabdd2ea8e7f7ea
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3038.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3038.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b05a23eb6e45d3408cbbe93c4efca22cf7ac2f0b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3038.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84f3e1457db333de33e99284397645ed7b4eed624437b856b9af450474529c71
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3039.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3039.pt
new file mode 100644
index 0000000000000000000000000000000000000000..62d7b24bf2a17e832e47f53441a41b8bab3677e3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3039.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aee9536aa667c219a807c5b69679d6c460d0d8e132efab77f0440bdc75bb8a00
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3040.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3040.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a1f46f793e3610fb7ce45baeba4aa8ea4ebdf2a7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3040.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3355823cd40dfdbbfd90beca3661af862bb936b94a13427f86b11ea9c0951ed4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3041.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3041.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d7f57da1078beec3fb352dae3373a9b824a39564
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3041.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84db2bab49884037060504bb6a081fd1f51bdb73157e8df878d2551e77397f6e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3042.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3042.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b9bf4e2d873f3953be5372f51a75506c712be186
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3042.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0ac6138095d6c85f8cdef256fed9d7bcee369ef711ee2ec5315f885578b881
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3043.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3043.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fd0062f1965b5f210ad89df096da48ec8ebc7ca8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3043.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79b192b082cb1aa848b9397c4910f991b7eac86621985540485acc7e8277615d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3044.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3044.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f44e9095404e721a041cddbdaccee5185aa1c810
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3044.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30c99eabc42dd1e4f9bfbdf13e822255c584ef709479240e7152250e7436b2b4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3045.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3045.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bcb6bd2785ea4e1118ad598e9b0223b6024e9a3f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3045.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94a532c79507dbd94b486295b3b72314a9e55a0663a46b3d4d71ed5243a38e95
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3046.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3046.pt
new file mode 100644
index 0000000000000000000000000000000000000000..37016f8fedc70a52b341e152085a465371ed1773
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3046.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a99acea40efc99ed4085edaab5dc0bf4a2fe4648c5b87996c2cc99cec113419
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3047.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3047.pt
new file mode 100644
index 0000000000000000000000000000000000000000..72c55e33777470b02c6d63e9c88834839f8cd589
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3047.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7f7fbf8bdfdf0992c004e8b280ac777dcadb656fa0593b102a3b5ff71ae1bef
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3048.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3048.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8fc2c470665c5a87099dcf25ab0a66c205dd364f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3048.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3462803c871818c46d477f2f47ad048e611e93dcf94d2c58ad134abb6afe17b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3049.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3049.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e253028c2652cab30deac0abec1483ace31579fc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3049.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c71891e4676fbb3fdfd3d8086f53154fd53289134ad845743f4d5c367c69580f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3050.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3050.pt
new file mode 100644
index 0000000000000000000000000000000000000000..102832dda7c104994e4eaa92e41bde1fea30bced
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3050.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1bd3f66837f53ac73b6bd61f833d3a101b9232e84b81b5426e9545c7b7e62151
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3051.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3051.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6b05a082b71a5b03f738a35ef0bea5a4d531d80f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3051.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0cbe9c6af145258097c42eb49cf8279dfd45cd6d1e74d9ce0af44928fab2b01
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3052.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3052.pt
new file mode 100644
index 0000000000000000000000000000000000000000..870a14a7e00e44143881e2b4ad44dfe3fd0224aa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3052.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7b4bbd7e76814750c0248e8e0686429cba69abcf78f0f94b3550d64e13ca4d4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3053.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3053.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bb7938d104939c70b691067244bee323cf39393b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3053.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b44c380974627aaf56706a04918ca3ae360b6d057125b1300121d488cf88161
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_3057.pt b/CIFAR2_32_bs64_ckpts/md_13/step_3057.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dea0219b2643708aa7acce41ba1d49d495ed5d06
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_3057.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:719648aa0fec68a9dfcb8149aeb6bed831556356a0485822945d2c3ceae56c48
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2511.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2511.pt
new file mode 100644
index 0000000000000000000000000000000000000000..474f9948d5e2d0dd9644792da18d182be4905b4a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2511.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1bc7a68c26ba4d35cffda048133a06356b19c84689aeadcc2be0abf330607da
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2512.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2512.pt
new file mode 100644
index 0000000000000000000000000000000000000000..13f48baa93cba549841179fb2ed3342fd3ebb21a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2512.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77d7e7e2e649ffdb1a269cac2df9b6c43a4130f7c636ad10c21960dba1674bd8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2517.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2517.pt
new file mode 100644
index 0000000000000000000000000000000000000000..416be532b508dbe87631a01e0717b02d9a697983
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2517.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f1b5fb61a7f9b74eb054192cdd437b12534b4fc9eaec18ecbd63a720187d4d6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2519.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2519.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0731171409e0330287660cb5071c641d1d809b9b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2519.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcb03b9d12a37b717649903cccaaae097fbd781fae3b9478fb9c7a6988060de0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2520.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2520.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2d5a2e601f2e0dfbff5e11fbd92843d74eafcfaf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2520.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40c43129d5cf6e43538ffe8a2cb4af2c9a64390687f1bcf0191e5540be91b28f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2522.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2522.pt
new file mode 100644
index 0000000000000000000000000000000000000000..225fdb9128b232c14e2874b848c5d4078d732bce
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2522.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:749931c7d7c725166d9406faf5b235aec60fb18c759024cc510367a0af9b8d4c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2524.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2524.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4c4ce13ea5652c44e11f8253484d0e0b6fc8300d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2524.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3344c3829f329b1e3172d25c7b8be95e96298b548e354be51431839b8421cb8f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2525.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2525.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c8d21abcf7b63e780494bfc8479979572c6e2b4e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2525.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3226f1373ce9e519ff215383b6e8d43e81ffa053c8615042c0b81452347285b6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2528.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2528.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fd3e03b1bac5a5ed93967a9ed4eba9fc9dca6927
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2528.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e140562b2cdaa08eb00a474554e181ef5c87361cf5be9ed335e5a65992528ab0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2531.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2531.pt
new file mode 100644
index 0000000000000000000000000000000000000000..744c9862350560e9d6cd8a3804679f513d7abc21
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2531.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b8bded4f5ece7629df03cc9a38dedfb9826e6003e49da50530639b26dcf7178
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2532.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2532.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c95da7b13be3becf6795c9ef9f374aadef38715b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2532.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60260dce1c3172757a7cf6c9924e54bd074fad1166052a4f8b6372e2d5a1d126
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2537.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2537.pt
new file mode 100644
index 0000000000000000000000000000000000000000..552a9d8fd36d6d5a8a5c852cde51576d868f747c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2537.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:882063685baaf61ac2dce7ec8500a209731bc473f65c6fefad76232e80d94a24
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2935.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2935.pt
new file mode 100644
index 0000000000000000000000000000000000000000..36b1b33d90efca175ff370ff6d7a12613f1c3da4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2935.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ac64e8b3902fdc2ad9b0b83e53b23b77aceecb0d47c88d1c8029cdcffd1232c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2936.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2936.pt
new file mode 100644
index 0000000000000000000000000000000000000000..085cb11d3b31a51720d29190744b604d3427f968
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2936.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce00b875520b427d1f31abd84573013b040e1fedcf5ef6a824782c3c07094e96
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2937.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2937.pt
new file mode 100644
index 0000000000000000000000000000000000000000..497d29d710a88f90dd9001aba105c0b9f8695322
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2937.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ac0c53a157f32ceb405ffff5c3be4b40a02ddc9b6a19801bbc008125e3ba293
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2938.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2938.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d8e43b23cf7109f94e8f4c7b4f48c2a37314e873
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2938.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa9032e7efd1a9068faa6d68b683a2cefa2779d35a6921dfaf693630d4e37153
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2939.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2939.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cd2419397009c303eeaa3761cd23d9a4d9e9bbe0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2939.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95559717255e7d96b9cb60d63e47a1de55953fa35e98a566f22e5cc93a29f457
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1225.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1225.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1784f916288968034320b432065955783339a762
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1225.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0557910b27b30d3a27391df996f7f88867dac8a9c779ab1451935f7c1ce686d6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1228.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1228.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a1ac57f217f4a4d14b28c0009687d9bdd4e851f4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1228.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6071619b97f1b5fd5b70358964efe7ca7be8781b5ff4435f2858bccaa7ad758
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1230.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1230.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0e1ccbdefe815d6a3df4e6fecbf0630921ee28ff
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1230.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ab86f503020c4319be939bf74e3f15c239e10730f4ffaad9353c410d30df2a2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1232.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1232.pt
new file mode 100644
index 0000000000000000000000000000000000000000..17f676e4e82be666f705e0909181ab20363eb45a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1232.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06383212d07717bdd56cf929d8cdecf099429eb9a69cc5524ba6dfc712406e55
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1236.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1236.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ff1cfe23ae9fd2b5a4aff8aa9784b41e763b4a54
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1236.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7cbbbf6b23b9254da8e38f61dad97a33663095198f3bece278e071241b5afa3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1239.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1239.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ba4e15b0f4091250ffd650295b468508b2f386d9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1239.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7eab55842d0cd4e992bd9364c915033d86c2322be907ba7faa7998d0cf279ac3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_1537.pt b/CIFAR2_32_bs64_ckpts/md_7/step_1537.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ac52b37d813945eff4dc0d28f706e0e314630549
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_1537.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da0c8d3e384b39c95cdd99916aa5031e5633e1dd4454bdaad4d360282a905c88
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_1558.pt b/CIFAR2_32_bs64_ckpts/md_7/step_1558.pt
new file mode 100644
index 0000000000000000000000000000000000000000..41990cf40e743d0c1943d99cc679bb6291fafd44
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_1558.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3c8094cf10b40b19b20c9b4161e78ab9965eb5b951b929fc07e242fc073f0c7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_1559.pt b/CIFAR2_32_bs64_ckpts/md_7/step_1559.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b19aea905815939cee13163e5afb60b5f601275c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_1559.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16080c92e4a611a99104248e30d5dfaf6736fac14840c0f91751a4bae9d73530
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1705.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1705.pt
new file mode 100644
index 0000000000000000000000000000000000000000..484c1aeb07a7ee3fa869477f0def28e4ca8c9d3c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1705.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dff7431b55f1cea66365793d34fb0b99db8e3420897de6984b59911c2bfbc9b1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1706.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1706.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1969610f9ea8a4f59358f0cb0cf931cd29bf3356
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1706.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56cc6eb8e77dc67214e3374b997d56dc05accb81f8a991f05c586ef387a28c55
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1707.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1707.pt
new file mode 100644
index 0000000000000000000000000000000000000000..60526f176fbcb268e2f6c84a0c197434dc62d95b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1707.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:507e2f024fe3e25558981eb1930e6fb15193142f0e71ef0e6bf828230c8893b6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1709.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1709.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2acbf8be064fffa86a74e3495bfb0147b4e5ae76
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1709.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2374e91cfedd659a6a39458bfc12bfaa2493149f23df910bb69d88a8f50effe4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1710.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1710.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b16bcf99d26f73ca44d7eca756ef4fbf717c180a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1710.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7232c894bdedd4431a501c872825f6cbeee67e542b76f23ff750c1db4d20596d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1711.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1711.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4d4367c46e16be3bf17ab56dd19fcd490dd00db7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1711.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f999dd23567df77bcf5a66df67254a41870ba272d71980c471871d5dfdc5788
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1712.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1712.pt
new file mode 100644
index 0000000000000000000000000000000000000000..11d041122f808a2f82a0cf092c6004013b3762ba
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1712.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ca5a563bf34a6bd2608ae7f2d2761eb0af424bcf5d5ec1cb7c92eb46fd06668
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1713.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1713.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d017d9addc83a171ef2f00d11334d5b8231be285
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1713.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f9443a7f5e01f37edbf449bcfdbe962d470b3f64cf63acd2cefd0155a6eebe4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1714.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1714.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dca3fa20bebb4770aabba3c36eed49cf561cd751
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1714.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d470543fa181db39f1f9e389632332d9f75ab10b65936c4c2e6b8c81b9d8471
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1715.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1715.pt
new file mode 100644
index 0000000000000000000000000000000000000000..80032d3377c8ea0fd576308604bc9d8266753acc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1715.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ed435951331e6d5fca46e7060fd25c2e9da8764a93ab23a033b1b87b835be42
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1716.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1716.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c6624191c9e59852d1e2a07557b555513dab553c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1716.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:982c6939ee88a030205ab1c8ce0273c222675cd6f8dc9e08ce8611cfab0d1456
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1717.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1717.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dd38305de2c4fa6b2ccf6e973a5c6b099a944288
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1717.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f4e7a576cf78048f2f14fd70b197f9832c8df407976ba24225524b92fe325dc
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1718.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1718.pt
new file mode 100644
index 0000000000000000000000000000000000000000..673318a8f9de6d7cac36feb978a37f546ecf4387
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1718.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f57af742489d2b1e4d6cc9164c96e23fd6980a1e9bb590ee6aa11db10e9b969
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1719.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1719.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8048b95020accfbf4c2cbc9b5a358c35e7d50bf0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1719.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4105abf90fd201aaacce84e70a51d000c4a54c2ff849048a39301b5c676686e5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1720.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1720.pt
new file mode 100644
index 0000000000000000000000000000000000000000..20ba77181aceaa8b63f50ab3403147b4d7280595
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1720.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb3071a31e29902e5cad5a1bcdcbc60957f456624a6cdb9ec2f30cf0d9b5e849
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1721.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1721.pt
new file mode 100644
index 0000000000000000000000000000000000000000..66a20d59e1a8d81168d25cb368f88eeb40aeb0aa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1721.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f76a559b01c60a5f42d5946be60a366a031ba2a1a91108f2264f4c31c299aa7d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1722.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1722.pt
new file mode 100644
index 0000000000000000000000000000000000000000..443a3303d08c95610981abab9bb4b31951cadedd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1722.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c42936a262e0c33b5f10d468de9c0574f87c3d6fddce99fd3a2cd2c3140b26e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1723.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1723.pt
new file mode 100644
index 0000000000000000000000000000000000000000..853552a73e4e48df619dffca4b7760a37793cd25
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1723.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61ebeb85701770a5f54e05ba4174c3b572b52dd89998edeb8ca26bd08fb0a428
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1724.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1724.pt
new file mode 100644
index 0000000000000000000000000000000000000000..99d59a89567abb3d392950f2adf9255132fc4f9e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1724.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfb7b1e222ecf7b56472ca1ca1ed169ce891a2281559ca328ddbbcde9eccb4f0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1725.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1725.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ae9907f67b563d2881185b5cbc5cd38bc7615420
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1725.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:866193e28653e9c52d8dfa041e8ae33ec284be1e8c811e07e92109f12b598bd0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1727.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1727.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6e8ae98bed1c1d4684af65c27c05ce6bbee322d6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1727.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62294d44ef9d898f78adbb51dea4d815d19a44b52e9dfda2ab06a0f12b490add
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1729.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1729.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2bf39c4e4df11b0217c8759a5dfd53dec0b6c244
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1729.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59cbc5b58ef8ea3c91c2be4482f01124eeddf973b59d36c319bcb24d32f43a3b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1730.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1730.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fdfac40dda96eadb2fc88760d5b49b0e3034bc05
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1730.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94fde5feccc761bb3194b9e2c8a9251aa28208cdd6062173fd12a7e6305f7b3d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1731.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1731.pt
new file mode 100644
index 0000000000000000000000000000000000000000..99c23fb8aeabed0fe6f55304a41bfad6f55dc442
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1731.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eccd4f6579bf3cd44b8a85dac8f80983368f44136a805e3e8aea51d97c626f7f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3574.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3574.pt
new file mode 100644
index 0000000000000000000000000000000000000000..44218a091f703399456a39a00c7d80742363677f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3574.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0eeb28d9f1b94416f1d269261ba034b65a1daf83ec4dc8bc4c9f6c284a515607
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3575.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3575.pt
new file mode 100644
index 0000000000000000000000000000000000000000..aaebd0035c75ece9f8b9c3de9f62a88993367195
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3575.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b27ff0db6a133a63f50d4546aee6dbadaaed4fcc736e16352797cb06eee4319c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3576.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3576.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d81ef5c3534a42f4a728798c4fbf846664bb1d36
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3576.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:118393fe139b846818478360a807cb44e8549f8c1b19cab14c63a2d0d85ef4a1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3577.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3577.pt
new file mode 100644
index 0000000000000000000000000000000000000000..40cf424db00fed5f097465502abcb39c601fb53d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3577.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96ad179c74a3999bc02330359698ced420d15122ce10395b73ebec4fcaed3e99
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3578.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3578.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d868d48067a7dd991f974521114811226e936dc2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3578.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1e9e1c5b82f5ea58b974fb2275f47126f0da6b2c5cd6e1b50f3361a2b2b1c4b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3583.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3583.pt
new file mode 100644
index 0000000000000000000000000000000000000000..be733a38612cb38d6420395bfba20236a44804da
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3583.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4acdd82bcbbb5c6a41cc42c2bb6d18870407dd82c17cd07b42de49ee242cec4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3586.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3586.pt
new file mode 100644
index 0000000000000000000000000000000000000000..47a2acb4c0a54b10e90985461f659c7f1ab5c70a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3586.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e76b5a474b423095b45b116155e0dbddf52901e2103feb974c3764ef3fd71660
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3587.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3587.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fb9d54eb5a6374f6e5b5e3529ffdeac927b3666c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3587.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ddee3af4f3cd020b05a856cda2aa97203554f10198c1af28ab81380b6798a244
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3588.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3588.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c9cd298ebae6f43dd468c53d4e2ff9c3e68775c3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3588.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05ee09482e3a2a04a3e88515d2951c5f153af9e699474a7d0f6d9fe98971839e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3590.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3590.pt
new file mode 100644
index 0000000000000000000000000000000000000000..22b004658d0a6914c5f61e197feaf74624c53aa0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3590.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63b4e0b2057f9f781330f3f7312ca0ff3ec0202619f5ec47f47153bb1e4a7f68
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3592.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3592.pt
new file mode 100644
index 0000000000000000000000000000000000000000..32429fb93632e68be0b8004c8dde7cf3b85d4b45
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3592.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e2651aebc06ed79d25cf305e5d217a8b4353123b5919090beba14c7772d151b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2421.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2421.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2f6336aa2b80f1531b767b083b7143299888c5c7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2421.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c53a9420895eaf7f01633affe3d55d4aa3f754eeb180afae91529a60880cb47f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2429.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2429.pt
new file mode 100644
index 0000000000000000000000000000000000000000..98752c2243bc27f0ba69fdda85382360656a1de2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2429.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:beba92973b926cd3ce944009e0eae24563aebbd704527f1b28369d6a3eb31a55
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2431.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2431.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9ae8b50848b9a280015db6d1f90f27921d6cd3de
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2431.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3333dc267a0ef2ffc3c3b6097378ffa6eada0768a8e0d120289e447e3381c59
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2432.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2432.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fe96d137f5f6fe4fc171cec20c9628f5adc9a908
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2432.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39d3f5768eb5fe0b975ae52ff185eb9d8476b733f956ea18399038f77de9fcc2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2433.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2433.pt
new file mode 100644
index 0000000000000000000000000000000000000000..30de732e0a7f75f65ce0c7af6278a6151d3a3460
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2433.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2675095d142f2a34d8b9db61612e78c0ee7d35591f7e3961ab93d8a34376cb61
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2434.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2434.pt
new file mode 100644
index 0000000000000000000000000000000000000000..247b0255cd04f737c4ab406a1bf11d890cdb509d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2434.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58963b6716b1ae646d940dcb1852e407aa5d70506f9426109721a7ab7e5b0c33
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2435.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2435.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c2bcd3cbb953db661deb911e48662c79cf291060
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2435.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9874a6ac9e45d41e1223f6affc5b62a99abdcd7f62896185cd52a889badee27
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2436.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2436.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7815d5e7639a85067efc63d95a0524d889923efa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2436.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5ecff629302d4f4d5cd39d95f748df570c0fa9eab18cda1e4f15cc65bcae958
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2437.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2437.pt
new file mode 100644
index 0000000000000000000000000000000000000000..956ab40fe3f56b14773fdf85d9d7e1e31ddce9aa
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2437.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b2cc6f867eba81da4ab81d36eda78c8ff71ed3152fb089c0f4e2589b88740ae
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2438.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2438.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6b9a82c14e4c5f7f2daf17160ff79407dd3427b5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2438.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c58c248de15b476cbf75e2c2006617953b55c1b4fdedbc8a6f7db5a067edc44
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2439.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2439.pt
new file mode 100644
index 0000000000000000000000000000000000000000..417bc5bf97a20430813b4b7837888558ed28ae96
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2439.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74602d43b858d65f71e8e69ba4e93d6937a8b54dc8130c45d544183d371a6a75
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2440.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2440.pt
new file mode 100644
index 0000000000000000000000000000000000000000..65f76b4bb006a6958f59c4b25162aab1cee6f142
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2440.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c2cca7b8b7cbd9fbfcfcfb5d7bda346a141cf327d35f3b761e966ee3dac31dd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2441.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2441.pt
new file mode 100644
index 0000000000000000000000000000000000000000..817a034f479d4f8bfecd4f3d90affa99dc77f7e5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2441.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0912efab604aa93d285aff64dcab0ca201b2790fce8beda9663a26a3c0952ae9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2442.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2442.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8476f8f7434f95da58c6aeb74d3709d3425c00f3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2442.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:327e500296d31518aa29e82601a2728f86afa245c6d045394c9cc4dc258ad591
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2443.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2443.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3a79c11ce19d86981da0607473d42be1898ddc58
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2443.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b07fec5f5a9b9d0fb248c4e91717354f2511116efc130193caa866132aed059
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2444.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2444.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a07f0d8460e717bdd3aa5b5c6b01fdff5ca75ac8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2444.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3690be5b7c55c57e50aaa67a94640d29efc511d2a38139a7e4dd6368d3273524
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2445.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2445.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d47741416453cde4ed613e0d24afd785d6153c39
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2445.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32bcc4726a3259ce155c07fae22332dfcfcc6573820f05a889316c9044a91d82
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2446.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2446.pt
new file mode 100644
index 0000000000000000000000000000000000000000..277f98402016a8e06c21e25a2f1a338e20ecdb90
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2446.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38cba772dc780fa70b53d733a5ee3cc579649cc413984b8f5093b1e8180b4b7a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2447.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2447.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3c0b114192a71b960ff82d2ad392ffbbf34834fd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2447.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b9a72e50117afbe2f9a1376403a05847091950b1fab9c8f4418ba116181ca65
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2448.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2448.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d7ad197954b8f42e71639e98c686088db6bf33eb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2448.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:405e001d6f1203c2a10c47f7b793290836a98b92d78c10d6bd60ad25be6c6a99
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2449.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2449.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c7e3e82cb35983b0a9b56258f6ffc053f355c05b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2449.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aee8083c1f4a223b46726a7cafa245ee9dad2cc35361de422d646a8a945a93c5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2452.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2452.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d94c42cfa635855e9c806f7f3a4b8bc4b9443a13
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2452.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89232e802eb1e1e1a334d4a5ed2c3d3222cad130632aaf0ddd649c05221e595d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2456.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2456.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a96b0d7fdaf6dd32f9c3013c7a985f53c6b60b1c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2456.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abb1e35002fec9d761b26c83a2f86378703da3e3074545d34f287ecc8de6cd4a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2457.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2457.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2348f48f01939fb0546d40193c6b56a330b5017c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2457.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d17ac27a8ed5f41f9e005ba86564beb05e9ba8881ec1840ec29738bd1422bc4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_2458.pt b/CIFAR2_32_bs64_ckpts/md_9/step_2458.pt
new file mode 100644
index 0000000000000000000000000000000000000000..95a67f44f95a4a51f96dc08bc62b265f61c80b07
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_2458.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1a91b449dccde5c2c964a670c3cc8dcdca41d6fd7a9288215ce45e1c3bb1cf1
+size 9126765