diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_209.pt b/CIFAR2_32_bs256_ckpts/md_2/step_209.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dc943680a11f617d3d51c20933fd23ca130cd77e
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_209.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e93655708e3abd8f3dc42989ecedf0d7c4a3d13a3a2f48cd0fb73dfb1b6fba60
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_211.pt b/CIFAR2_32_bs256_ckpts/md_2/step_211.pt
new file mode 100644
index 0000000000000000000000000000000000000000..26caf487ba9b287dd816d478475335392795d3c9
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_211.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:afeaeac7cb34f292f2648c621ae47394934c3a4d17d41e5d8d0b0ba8a4f551bd
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_212.pt b/CIFAR2_32_bs256_ckpts/md_2/step_212.pt
new file mode 100644
index 0000000000000000000000000000000000000000..43b0de270d24fd9ae852f12b710c4ba826d1a8af
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_212.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b8a2c1519795cc637bf39f85ea3c18538270976cf8a60ee9542129b2e221c93
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_214.pt b/CIFAR2_32_bs256_ckpts/md_2/step_214.pt
new file mode 100644
index 0000000000000000000000000000000000000000..68a11a21f053c0bfde1612e69710b46932bda946
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_214.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abb3d7c1c893af3c9efb8a408ae7c335de80ae2209f775fbe117d02d91dfa5b8
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_215.pt b/CIFAR2_32_bs256_ckpts/md_2/step_215.pt
new file mode 100644
index 0000000000000000000000000000000000000000..08a57b7479253f9b5b8fd6da48b21a0b42911bb9
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_215.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:342f2ead771e1528e75dc86dbaccb94ed06390a99604e287e96fdb8b27372ab4
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_217.pt b/CIFAR2_32_bs256_ckpts/md_2/step_217.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ed97662e6cebbaab36b1081fb803c5daa419a9d7
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_217.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85cf3b4507d7bcfeef772dd6c6516b45d128e96aab78ea209cb7c6f019f6a542
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_219.pt b/CIFAR2_32_bs256_ckpts/md_2/step_219.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5e09e49939f97fc323423fe3a8cc598abed6af0b
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_219.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:525ea4e249b540e5675cb5b637952bdd991ec29761b6b461c33677a91cb53342
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_220.pt b/CIFAR2_32_bs256_ckpts/md_2/step_220.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6dca7d224fbaf4c28a14b83d25946b8ab931a216
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_220.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5feb3e5e2de0d99dfb2a34c0b6c5a7636e24f744bcd88ae7524c556caefe64a7
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_222.pt b/CIFAR2_32_bs256_ckpts/md_2/step_222.pt
new file mode 100644
index 0000000000000000000000000000000000000000..03eae751bce4592791498f299ea93427ac5c2bb7
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_222.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3319ec1eec4968ee26497051d0b3a52f9ac296fce1b6ad01f2973536cc389e30
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_223.pt b/CIFAR2_32_bs256_ckpts/md_2/step_223.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9b7ff9c38c8120d90c7486c19fc5547da2caa83e
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_223.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b45fb0ae8cf1b0105bf69be74ccf17477a6e84867cbc57a01a04a2b6c5318087
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_226.pt b/CIFAR2_32_bs256_ckpts/md_2/step_226.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3073520c7dee2223b738f11f8bd5725b60176b1f
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_226.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b074d80b5c5832e73113e4aafe0a877998029457ebe43dfa5c54a0b93829c88b
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_227.pt b/CIFAR2_32_bs256_ckpts/md_2/step_227.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9af6b87c1fe474750d74c04f93be86be3eebae72
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_227.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e7bfa39be0ed57b27929f6f61353ff1ace95278d22c24933015f116dfdd77dd
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_228.pt b/CIFAR2_32_bs256_ckpts/md_2/step_228.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4c5a253e0b2014019841845b663efa1337cd161d
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_228.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a067808ed92eafe9127a94658ec43045dacf4877c5e2c1d02bbf05c4ce40d30c
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_229.pt b/CIFAR2_32_bs256_ckpts/md_2/step_229.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a922fdbe611a432ce0a73f5533ac99c396ba6d19
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_229.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14a79cc715e70122bdb735eb799f10388ded62eb3b59b9c753317f67801cbaa4
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_230.pt b/CIFAR2_32_bs256_ckpts/md_2/step_230.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c307ae5aea6d962c5e21f3cbac8e6dcb626073ec
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_230.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28f1f4747da12d85e86d23eee7408273048a4907cc87381d79868320bf95cf74
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_231.pt b/CIFAR2_32_bs256_ckpts/md_2/step_231.pt
new file mode 100644
index 0000000000000000000000000000000000000000..567205433be5038e41ee68f1de6c5e9b0b3c6f55
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_231.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7dec3b0f80012bc65dc9feffa41d33441e965176bd2f1c1f0609704404ef4d2d
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_232.pt b/CIFAR2_32_bs256_ckpts/md_2/step_232.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d80894838008020802b46d856777023807496e0f
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_232.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7684f1fb5c6cbc73aa1dcc3debfe97570aefeae1621d647e1276b9b6e2a2afa4
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_233.pt b/CIFAR2_32_bs256_ckpts/md_2/step_233.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f0b1d31b2ac3dad7788473aed266d8b007b5a6bb
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_233.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:422e6b6efece7cee85b4922b569a9aba79270696ab7f56647e521e33148e459a
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_234.pt b/CIFAR2_32_bs256_ckpts/md_2/step_234.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b9227fffaedadb26317afe2b190a15b4a3ca065b
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_234.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7308d2f3712a70cc02103941801897554afb33b04b61b4a1c440e5d3c26a9461
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_235.pt b/CIFAR2_32_bs256_ckpts/md_2/step_235.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a27ffa91cea07d76865f34907755eecfc1816d45
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_235.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9490f9f181001de877cc0657691d0aeb1d80da1c75f06454a214f859508997c
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_236.pt b/CIFAR2_32_bs256_ckpts/md_2/step_236.pt
new file mode 100644
index 0000000000000000000000000000000000000000..577b3be909186ce975e4b0891fb3a2b77846339f
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_236.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34374d66dcd1484445e88624d3909acb48ae1e05b8588f617d34f6d670fa137d
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_237.pt b/CIFAR2_32_bs256_ckpts/md_2/step_237.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d3ab6a5d807e50264e54000318b0d7b1b5f84bdd
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_237.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea6ce2bb46548aeab607596d66558b470cf4cc1865b268445916d9e05410e778
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_238.pt b/CIFAR2_32_bs256_ckpts/md_2/step_238.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d5e2aa53265806c19d6d8012ecdbf42f102937ee
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_238.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46ccbc186926e90fdcada47c53d1109fed69a9014f430cdec6f283d0ddf684e3
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_239.pt b/CIFAR2_32_bs256_ckpts/md_2/step_239.pt
new file mode 100644
index 0000000000000000000000000000000000000000..99bb71df0a626fb4edc7bb0532ab7cf74e8bbaad
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_239.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae0f53289fdeddf1e79ce5be53277941756b3bed02713a7876d04e87ea62313c
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_240.pt b/CIFAR2_32_bs256_ckpts/md_2/step_240.pt
new file mode 100644
index 0000000000000000000000000000000000000000..acb3ab112aa15f4a4d2206c355454291f0026bb7
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_240.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2149a81e1a3c67b775d7b843aed243ad3db4e0d7a34789876ea7dfa52abccb2
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_241.pt b/CIFAR2_32_bs256_ckpts/md_2/step_241.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a47788d8d78cb0386c5c3dcd7451408bf02f28e1
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_241.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:535b7242ea79cd1f9ac1a7a1932ededfce8298c2d2294a8fc675aadb5cd52dab
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_242.pt b/CIFAR2_32_bs256_ckpts/md_2/step_242.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d11b97e7c149c06731d6fd3839e0b4041f1151d6
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_242.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b28fa32d48203e2ee081f5b57f052c73c749d284a10044ffbbda1c6d99893db0
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_243.pt b/CIFAR2_32_bs256_ckpts/md_2/step_243.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fa659fe7086a6639893df51349ced8239132e39a
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_243.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67608c06fa01b3eb18c798716d14b918c2fd6e37cb4431ed75d65e3cf0c96009
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_244.pt b/CIFAR2_32_bs256_ckpts/md_2/step_244.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6cac7ec8b75a3ccd0c5e0b628cb7e8a7a0c282ee
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_244.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a406cd1c65768f1d3d9c9ddcc6d834bea1e5d5532bd4ad5bc9c8a7d1946f354
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_245.pt b/CIFAR2_32_bs256_ckpts/md_2/step_245.pt
new file mode 100644
index 0000000000000000000000000000000000000000..66d2d05661b8daa77597c55fa54f1874442a0f68
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_245.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8202f3a2496b9d99ef13eb5fa9e556f9087a6a7c1133575b0b5f9070f08f7a3b
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_246.pt b/CIFAR2_32_bs256_ckpts/md_2/step_246.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d6a6a3889b4c5696c2ccc015d3bf0ae1de8f2cc8
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_246.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7eba132798973b10b182e6801d18a9486f7f5cb8586fababf7c18a060d59612c
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_247.pt b/CIFAR2_32_bs256_ckpts/md_2/step_247.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9a41df25bf04ba092350a8f8692092a719c1ed08
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_247.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e9fd9a7901f66cb0165b2ea99d57f49247f67ba6023afdbf3f18d4c416e1fb5
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_248.pt b/CIFAR2_32_bs256_ckpts/md_2/step_248.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d09abc18ec922b7ab764ee3b97df114414db3af2
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_248.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ef4ddb300b4c4daec42b20e147fda5b071dee153ceb4f275d191d396a19804e
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_249.pt b/CIFAR2_32_bs256_ckpts/md_2/step_249.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3165e46cb5fe1a445938233ea430af1954841c35
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_249.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4ad54f6e8971b0163aa9b5d80ccec5e17141631466f0c35c835648238501813
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_250.pt b/CIFAR2_32_bs256_ckpts/md_2/step_250.pt
new file mode 100644
index 0000000000000000000000000000000000000000..08a7db9419739aea7721a4918f85f674b72ba968
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_250.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8f4e24fe7eefb4683e6b9c49823aed55b229b8c5fa249d7281197b77b9c6da8
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_251.pt b/CIFAR2_32_bs256_ckpts/md_2/step_251.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b85ded1bb4381147a872a9ee12986b65474151ba
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_251.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86a0727d6b6ea58812b5254a5068fa778939ee0989cbf3df617cb3cfa32714e4
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_252.pt b/CIFAR2_32_bs256_ckpts/md_2/step_252.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e385db1f28377aa11e1fff168c72a655974159cd
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_252.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cda3f68cab2d71ecc960b08f3a679e79b797c2f7314b9569b909c72b81e2382
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_253.pt b/CIFAR2_32_bs256_ckpts/md_2/step_253.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8ccd6cf2586562f7e45106e3d3332db184a72fbb
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_253.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d7d1b288fe502f6b507917955f0a6d96e7f5bba41e37162aeb6763cd82a04c2
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_254.pt b/CIFAR2_32_bs256_ckpts/md_2/step_254.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6521dd5b0f1ebcfdff8d5e738164ef42041c4a1a
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_254.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7aaa1acd0916b5ff58fa37d330b9d5a800bff201104cced17c1bfe157d8e483d
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_255.pt b/CIFAR2_32_bs256_ckpts/md_2/step_255.pt
new file mode 100644
index 0000000000000000000000000000000000000000..57aee22913d0a9f98e52040b4478958be734a534
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_255.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a61867677abee2af9b5c6fa3bccdb7765ebb3a13ce61e8cfa3e2122bb964071c
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_256.pt b/CIFAR2_32_bs256_ckpts/md_2/step_256.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cdbfc86c40661084c314f08bf1db77bd91cc9428
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_256.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a66b55a79fb271c5258d3c3ee131952386bc77ed199836db3f066ca3ed5d7a7
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_257.pt b/CIFAR2_32_bs256_ckpts/md_2/step_257.pt
new file mode 100644
index 0000000000000000000000000000000000000000..16df6c0f6e1e1fcf3ff96922e5af1948b0bbf295
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_257.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f61bf77e9b85a2597f0c4ffcd189f78245a2254feb15cae21ab8a6cb6dddb8a3
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_258.pt b/CIFAR2_32_bs256_ckpts/md_2/step_258.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c7c6650cb850b7fa114d8cbe9c3260b184167cc6
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_258.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfe35a294b132881091ac84deb5e6cc91564df596072c7af7497d0a63eefe080
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_259.pt b/CIFAR2_32_bs256_ckpts/md_2/step_259.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5c9b446bf4129cee94c0a6dce7a5e8bb1561b514
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_259.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0e23920b905c96af4616035b438db27da5457c6ab233f11831bb425aaef45d0
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_260.pt b/CIFAR2_32_bs256_ckpts/md_2/step_260.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dfe6466b80ceafa2328d5d06a2ca574c3025093c
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_260.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:284366cad296fa6911ee527ce31aa706809d142843e615306158ce46fba461e0
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_261.pt b/CIFAR2_32_bs256_ckpts/md_2/step_261.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7b5b4ac0d8433b884427b330f0548bf24777d5eb
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_261.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdd2eda2a2aaea348141dbcef5a1f639a27e9761fe40507f0d31bce58d5aa9f3
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_262.pt b/CIFAR2_32_bs256_ckpts/md_2/step_262.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6f25300815674c5e188207eace07d15a9a771030
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_262.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b0672f72cdfe9b0555eb5cf4825d0988cfe7854f954fcc9f0f1284c71f27e59
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_263.pt b/CIFAR2_32_bs256_ckpts/md_2/step_263.pt
new file mode 100644
index 0000000000000000000000000000000000000000..471cb50b0d9283283cc88e61d73c642f2dcd24b9
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_263.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33ddd2eee25b54321d4d328f2edd7da2035e412f410633e809a3210e623abe0a
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_264.pt b/CIFAR2_32_bs256_ckpts/md_2/step_264.pt
new file mode 100644
index 0000000000000000000000000000000000000000..95ef79a539c6093c837f32c0e6af2a1fde5f7a8a
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_264.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edaa6b0668d681070831a11f56f151acfc5972cec7e70dc3abf38ef6f0a08983
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_265.pt b/CIFAR2_32_bs256_ckpts/md_2/step_265.pt
new file mode 100644
index 0000000000000000000000000000000000000000..df12199dd4e0b26804646395ef004450ac47b688
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_265.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2da895c7d437c18b142300340d0af3524593128df9eaaa1abb1146108c8fb5e1
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_266.pt b/CIFAR2_32_bs256_ckpts/md_2/step_266.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7e92b9fcf0f4bcbcc2784ae4be5a68b299fe3704
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_266.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b10c8483d17a2d58fb7cdc59b0e9bf7fd9bf48cabb892916771e90607b4cfdc
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_267.pt b/CIFAR2_32_bs256_ckpts/md_2/step_267.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2a482aa3f2db61c54b10de0af649369d8cdfcb5a
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_267.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1791fc0049e8481477559796e4b84d9fbd979f8a752f9e9d7f24fa28b27f2049
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_268.pt b/CIFAR2_32_bs256_ckpts/md_2/step_268.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5cd8f986637273d806c189df9df2b536615140c4
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_268.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4924512eb9af4308475b91b4bab3975c23f61775249e76866bbab4a74523056d
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_269.pt b/CIFAR2_32_bs256_ckpts/md_2/step_269.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a9bb99dbb6b53cf4192c213c48014c9a5706e6ae
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_269.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be2891b438e6001d2d3a03374435609bc74b87dd8aed7db126e39d01c88c0276
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_270.pt b/CIFAR2_32_bs256_ckpts/md_2/step_270.pt
new file mode 100644
index 0000000000000000000000000000000000000000..11645c21b0b952f98cde21ac6e63a8c1da931dd6
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_270.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d085a620432abddc3118b6dfea68d20ae0db2922729aeef641f95f07ff815f21
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_271.pt b/CIFAR2_32_bs256_ckpts/md_2/step_271.pt
new file mode 100644
index 0000000000000000000000000000000000000000..35b7251b047eededf314258fda7164c45f22d4a7
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_271.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bafe47dbc8c395bd3050883946c5aed217ef377390c6b598ca662b38ecd6504
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_272.pt b/CIFAR2_32_bs256_ckpts/md_2/step_272.pt
new file mode 100644
index 0000000000000000000000000000000000000000..15ff257d62c25a0684020ab8a62f8a57c92c9881
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_272.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c311aefbd0f4ea035db7bcbe9011c6734a155c3c4e098295606744b6f6fcf3b
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_273.pt b/CIFAR2_32_bs256_ckpts/md_2/step_273.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f0a5af6a531ebfbd0f557c322652ce16ff3a734a
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_273.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:777de6d4c741d6d994483c7cf05c12ad7cf095b53dd0163a59c12b849509f8a9
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_274.pt b/CIFAR2_32_bs256_ckpts/md_2/step_274.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f2f091f7f9d81a196851ad01a3a12b73e08a3fa2
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_274.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc2489a0f6daba4efeadb67f1ffacfadd43fae939ab73ef3f4905848d7832411
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_275.pt b/CIFAR2_32_bs256_ckpts/md_2/step_275.pt
new file mode 100644
index 0000000000000000000000000000000000000000..df83a567d740d7841e520bc2da0d36edbd0b5ed5
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_275.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd3ff0e2e04c4d0943612dd6018e83da558ee05afdd28508a90824e278686e7f
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_276.pt b/CIFAR2_32_bs256_ckpts/md_2/step_276.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0588f116854ec7cac722211adc28e799fb682c25
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_276.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a865fa4415e6df33a6af35458ecd6e504c18ba830be4b5b4a17e452ce5cf8e0c
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_277.pt b/CIFAR2_32_bs256_ckpts/md_2/step_277.pt
new file mode 100644
index 0000000000000000000000000000000000000000..57752fef5882f17f4764cf6066f4042b1f275105
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_277.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ee7732b1a904ce035ebfc2f6d9a6315df27578313a773d4f106eae5e69e477e
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_278.pt b/CIFAR2_32_bs256_ckpts/md_2/step_278.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4038e0521b073afdcc023f38c2a176a0e1cc4af3
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_278.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8dff86709088f59018311fab5d5e7e5ee8b9fc707efdad6a859f2d2dd93e5ef
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_279.pt b/CIFAR2_32_bs256_ckpts/md_2/step_279.pt
new file mode 100644
index 0000000000000000000000000000000000000000..171a6c739594a3cbb20d87ee8b7fd2a104f3c16e
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_279.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6eaa8e8d9ff5b7060617a3b4ec7495b0355a006cb9349dbe1c52184f04ab915c
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_280.pt b/CIFAR2_32_bs256_ckpts/md_2/step_280.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fdf3f42011ec0a3553a885a942815392f365ba27
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_280.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9f666945685c70115dec8a5259113b06aadc408ad6507698493eb33fd1b5f22
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_281.pt b/CIFAR2_32_bs256_ckpts/md_2/step_281.pt
new file mode 100644
index 0000000000000000000000000000000000000000..32c5e3044bf01eb7bd19bd06cc20faecdd0e4019
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_281.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:373cef78b921b17df2dccfee2a3dd00dec86c6221da4656b9029542a9e1afbbd
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_282.pt b/CIFAR2_32_bs256_ckpts/md_2/step_282.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ee5abf5e7dfff83c60126c3a6574383c1ea19669
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_282.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c7aeef1bad5db6e086bc36b6cd0b0db898da04f708130679407b08f233f4d11
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_283.pt b/CIFAR2_32_bs256_ckpts/md_2/step_283.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ab90d2394c77d481b3e28667dd4daae9857ae2d9
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_283.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7ed243fa6bf91e8259a968f1bde37ad6ec65bad0c5985924fb02df3e67548a6
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_284.pt b/CIFAR2_32_bs256_ckpts/md_2/step_284.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d9514b542cb2f91d900fc5e6d353c8e6a26ebf04
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_284.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71edee89fabfd4e8538a5bc149673d96c495abcdf1946a954f775dc78b60456e
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_285.pt b/CIFAR2_32_bs256_ckpts/md_2/step_285.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e95c3c90b152ee44f6cbf63271fb6d5f767babf1
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_285.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8235b4c23273d93ca5f5f7c43f0a705ba6f7f1fb26b34690a72bc46b4feb7ae
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_286.pt b/CIFAR2_32_bs256_ckpts/md_2/step_286.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5a19553bd8d7dd2a0386d12a245fb4cd8b8d79c8
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_286.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c44848ada92f8492b403725e83b7d32359f95bbf131214a062bd1fa3a1ddef3
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_287.pt b/CIFAR2_32_bs256_ckpts/md_2/step_287.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dfba4aec88c68d9a21b6a87e5e3a8633d056f214
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_287.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c95fcc9602d69ad37c159139c598dd93e684d0ee033aa3a4add10ad472dd6743
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_288.pt b/CIFAR2_32_bs256_ckpts/md_2/step_288.pt
new file mode 100644
index 0000000000000000000000000000000000000000..592deb449b7e2f8a652791b2e983a53075385885
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_288.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40fc15753309fa186123378b2b0714a82f924998531911273dd631c437593cbe
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_289.pt b/CIFAR2_32_bs256_ckpts/md_2/step_289.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ad19f5f806534d74cf70ec4ea716eb293ff2d2e1
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_289.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f21e37b2585b13a66c73cd911ee88b75d5df758657819cddd09876523ba8d0d
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_290.pt b/CIFAR2_32_bs256_ckpts/md_2/step_290.pt
new file mode 100644
index 0000000000000000000000000000000000000000..05a7590f401b68c4aef4faa86d6aed3433bc0731
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_290.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8dc3517398ff09f092a9ed81a448d0e306a928d7f9a4fb199f11d5b205cac323
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_291.pt b/CIFAR2_32_bs256_ckpts/md_2/step_291.pt
new file mode 100644
index 0000000000000000000000000000000000000000..608faa7ac9aa7d773bcdab3f8160753c6f4a25cf
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_291.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8306065c20b6f17571c67048fe9f7b385f188339e1640f4c5a9032e240923e32
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_292.pt b/CIFAR2_32_bs256_ckpts/md_2/step_292.pt
new file mode 100644
index 0000000000000000000000000000000000000000..60d949a952983da1f9839a6e88c8a816dfd46558
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_292.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:867fb8c055af1ef1daecee7c222ca0ac147bde75937468eba696d0967dbd17ea
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_293.pt b/CIFAR2_32_bs256_ckpts/md_2/step_293.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b5db76b8976c0e2d7242af45c4522449300ca02c
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_293.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:93813b9882b17b5776be7d39896edc6766f78e55a7159f597c8d60984141e3dc
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_294.pt b/CIFAR2_32_bs256_ckpts/md_2/step_294.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9acfd1983f0bb3d70433541cb936bc5a3c3626fd
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_294.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3147f9b73145c1dceaa423c3da04f8a9658229ea80e68606baed4d7b5731127c
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_295.pt b/CIFAR2_32_bs256_ckpts/md_2/step_295.pt
new file mode 100644
index 0000000000000000000000000000000000000000..11b26077971b17ab2880ac629791583fb31c07b1
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_295.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6983de1242c30ad31c6d6be73d8dcaa5be402e441e53c629b84de5e267d88c9
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_296.pt b/CIFAR2_32_bs256_ckpts/md_2/step_296.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c255dbd1a5cd9e07f287030e2d7b965b0d631a3e
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_296.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42587b52df4e8f90f9d5f5fa244529289a80d59464d490fa58b213046aae4db8
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_297.pt b/CIFAR2_32_bs256_ckpts/md_2/step_297.pt
new file mode 100644
index 0000000000000000000000000000000000000000..faa1a120efefb8e9e972aa65768ee9c865b2b77e
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_297.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02e8b64b77980e3942862f83e98d6d18c4a20acac2d74f755ef8f8d9afa6d9bb
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_298.pt b/CIFAR2_32_bs256_ckpts/md_2/step_298.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d5f8f994a8f27f4ae37346457987bb9f3188ede7
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_298.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:913e61b36a51b772c0ab0c09fbde8c9e375fa5a42d36190d01b46f4aa166092c
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_299.pt b/CIFAR2_32_bs256_ckpts/md_2/step_299.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c0cc084029599900ae74f03a0a38931715a36f1e
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_299.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b0cc799afb7678e5637d5e99c3a4b7cf768146207c82029e94a768f146d588c
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_300.pt b/CIFAR2_32_bs256_ckpts/md_2/step_300.pt
new file mode 100644
index 0000000000000000000000000000000000000000..16acae52d8df8048f727e42633c7fbc9cd262197
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_300.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4944a3bfae3441e63a2dda9fc4db09372c5bcd01b08a051148a075beffb54d2a
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_301.pt b/CIFAR2_32_bs256_ckpts/md_2/step_301.pt
new file mode 100644
index 0000000000000000000000000000000000000000..112053b519a29cfb2b9e666d7bbccae8b8326722
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_301.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4d9cc56c8fc4d56a71ff501f0273d6b38be8d5b61977d4113ec7d68e191aafd
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_302.pt b/CIFAR2_32_bs256_ckpts/md_2/step_302.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5ce5e22a1254a6e74bdb89a73c120a6067620424
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_302.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:999459eb94fc6736d672fd7622268dc802025a016af3b2e5418fa55c1c53a770
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_303.pt b/CIFAR2_32_bs256_ckpts/md_2/step_303.pt
new file mode 100644
index 0000000000000000000000000000000000000000..58c6d3f1ab0fef0aa36311f24d2f7465c71f3e82
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_303.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7df86357ec2d9d6bbcecbb29ea397bca93eb7ea3326f6002c669d48b4bb59ea
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_304.pt b/CIFAR2_32_bs256_ckpts/md_2/step_304.pt
new file mode 100644
index 0000000000000000000000000000000000000000..608ac7175b1e05d068ce13e623a44ab2da9d76a0
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_304.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55d36caeeb1d2c8491c0da86e4e686cb4fec0a9373bd936b747a7899eeecd796
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_305.pt b/CIFAR2_32_bs256_ckpts/md_2/step_305.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fe50622cfccb3b1c666602583b3db728dac9406f
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_305.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de7a6c1c8f907759bb56cddcc58898667379287ed42143babb7d7f61c4560ed9
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_306.pt b/CIFAR2_32_bs256_ckpts/md_2/step_306.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f9e1190cc8a7110be87345bb61c3574d85b44486
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_306.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8ea60fc29c977466a04cc0215dc80b46df03ab0ad96781a197951823285c3e8
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_307.pt b/CIFAR2_32_bs256_ckpts/md_2/step_307.pt
new file mode 100644
index 0000000000000000000000000000000000000000..add890157e9412adcad619e0176629f0f9f543c3
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_307.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:faba52387e9736c3f4e6ab35e4d861e515bbe103e7c7583405ff2ad3a75dd272
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_308.pt b/CIFAR2_32_bs256_ckpts/md_2/step_308.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b588b65f55f55461e7db5bcc47dd32d6e261a21a
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_308.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb125e7b9c8e6e228066e858848aaf755302933010d0112d3a4b040b710457ed
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_309.pt b/CIFAR2_32_bs256_ckpts/md_2/step_309.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a225e76e3499554687c270bf115832bc219923da
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_309.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c677375548a183ba8258a45ec637bc1563e84124f29f4e7a349a215fa4f6241
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_310.pt b/CIFAR2_32_bs256_ckpts/md_2/step_310.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f3c5f2b768a91123f93b6eea6ce2840308c77a99
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_310.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67a341b693c90a5bd3d211893f7e85fd1d90263489bb0f930d44181da5f39283
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_311.pt b/CIFAR2_32_bs256_ckpts/md_2/step_311.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ada64900ba13b11ddb152d50e640f040fa7b3f1e
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_311.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d17744d3c7862bd714369015a7081fee73295d8a0f124a7203171dcd65d85598
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_312.pt b/CIFAR2_32_bs256_ckpts/md_2/step_312.pt
new file mode 100644
index 0000000000000000000000000000000000000000..897d138165866a3e99a95cce8334d7b94d5abf44
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_312.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42447e51c131602491b05f789ad942fb3d16d3ee1e486344535161397391c065
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_313.pt b/CIFAR2_32_bs256_ckpts/md_2/step_313.pt
new file mode 100644
index 0000000000000000000000000000000000000000..20ca3d294ed62c5c26026660fc8a59bf508e860f
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_313.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5f0574264480702d81827e6c034f9836d2357f1cd6b65051a3cefc6c8022164
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_314.pt b/CIFAR2_32_bs256_ckpts/md_2/step_314.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2710a5276555495aa44b083fb843d2ab4fe404cf
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_314.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6dee599c8a00203c15f8dfa2590f1fdf3067ea28e932b9fea0258983d163151
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_315.pt b/CIFAR2_32_bs256_ckpts/md_2/step_315.pt
new file mode 100644
index 0000000000000000000000000000000000000000..76a1c1d52c1fb6e59ec43b57e30e77ed210304b7
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_315.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c23522a0dcf0d3273a1904cf68d8a100b72a866b3fd31378a478882ed0edf4ee
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_316.pt b/CIFAR2_32_bs256_ckpts/md_2/step_316.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ee542e82a477f8084a78e0e296b396b19427a5f8
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_316.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0507185b12e22955c8827cb65a4cb0c7be2a4da9e3645ba9d9071a003409eb30
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_317.pt b/CIFAR2_32_bs256_ckpts/md_2/step_317.pt
new file mode 100644
index 0000000000000000000000000000000000000000..308c9b23926329fd94176c11c9815ad55915eca6
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_317.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b940c67dcfaaf312f777df41d0eca6db2c04aee5fefe00046655f9d4de00b3f6
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_318.pt b/CIFAR2_32_bs256_ckpts/md_2/step_318.pt
new file mode 100644
index 0000000000000000000000000000000000000000..394931cf00316dec6e692043e6fa37b46fc797f1
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_318.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d673d7d0acf55306166857be3343ac399a68fb89602e7a6a548ac4348106f972
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_319.pt b/CIFAR2_32_bs256_ckpts/md_2/step_319.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fb456560ade9c1bf5d0092996938d2f419871d97
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_319.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2cac19bb8504ac41e8aba0f0a051e4a987cdb7d266b56cd89a3d8cd12cfe025d
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_320.pt b/CIFAR2_32_bs256_ckpts/md_2/step_320.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5987d45e7032ba64df752af6936ac45e43995731
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_320.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f0649494f9a0f6fb41ee060b97f1b0887848b225509c1a06677fc05e1cbb223
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_321.pt b/CIFAR2_32_bs256_ckpts/md_2/step_321.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f450fd9fbc19f189f73c6e03a7a48413e19a6d5d
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_321.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ebbd23b616ce58ad91b79953d63d63ec1d32f508d3559caadfcf2efc7b18f16
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_322.pt b/CIFAR2_32_bs256_ckpts/md_2/step_322.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2c46275e6467b9348d50c5658f2063cbea20b354
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_322.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17016edddb2988734a8d211a68afab5c022c12ba8edcf4a68b0e6a46be272694
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_323.pt b/CIFAR2_32_bs256_ckpts/md_2/step_323.pt
new file mode 100644
index 0000000000000000000000000000000000000000..654d38c13fd18f27a17186773c3f66718a8a6eb7
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_323.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee8a84849aca25fea07c37fff02a3a10921450f153a40498822b21ae65d0cd77
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_324.pt b/CIFAR2_32_bs256_ckpts/md_2/step_324.pt
new file mode 100644
index 0000000000000000000000000000000000000000..44bf92cf2f9c4ee2295008f958009f90410ce804
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_324.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3ca10723f7815c7bf10096966bac3bc594c56a711dfb36d13d7363832d5f365
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_325.pt b/CIFAR2_32_bs256_ckpts/md_2/step_325.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d2fd64a5df1a8988e90759b7564e2b5342ed93ee
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_325.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96346466eaa3222db8e66015898cd55306c5474ddd7e3c2327a82f1eb2057039
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_326.pt b/CIFAR2_32_bs256_ckpts/md_2/step_326.pt
new file mode 100644
index 0000000000000000000000000000000000000000..43fa1533f88ad9f1e9130d32fb9ff7633ca9a658
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_326.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a95a63246630ce8cd89d43f49140bc919941720efdb25817322b6f8aae935ca
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_327.pt b/CIFAR2_32_bs256_ckpts/md_2/step_327.pt
new file mode 100644
index 0000000000000000000000000000000000000000..43f7e0e57470f5966f2ece2f2674da2941a84124
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_327.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81f9a68a3d27dcbce908af7396fa80a62693ea9b0f574bfed7f76dce53d1f0df
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_328.pt b/CIFAR2_32_bs256_ckpts/md_2/step_328.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c78971dc2b2c810fec64ada41dfbfe241fdf9ad7
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_328.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd20f9a551656bc9eea6b4ba18da38b74c01634949a0b6aae474df090b86966b
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_329.pt b/CIFAR2_32_bs256_ckpts/md_2/step_329.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6d2b36ac57adf90f8acfa9d6a0194918dfac4e0e
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_329.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08642550daf6c200120c7557cd0d631b13217d035da73eeae4e57f9cd2faaf7b
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_330.pt b/CIFAR2_32_bs256_ckpts/md_2/step_330.pt
new file mode 100644
index 0000000000000000000000000000000000000000..79f3a3f785ba0c2a8aae56eb40a9854a0a60c77c
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_330.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04d9e04834051bc6b277804ae24842b679891ee661b616d5ab4bb4b4db926d51
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_331.pt b/CIFAR2_32_bs256_ckpts/md_2/step_331.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b1f6f15c00b18f2a374443e6ac0a41a83e53d89b
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_331.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2dcd5cb17ce49c8c6fe441db280433645ba7c55a0120e1db652ceaf9057e8c90
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_332.pt b/CIFAR2_32_bs256_ckpts/md_2/step_332.pt
new file mode 100644
index 0000000000000000000000000000000000000000..24cf3056b07af62b466e167af8e4097715723328
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_332.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7132c034d193e482534c42186396f0e4279c5eb2ef9a2a8a53f8102877bc60d9
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_333.pt b/CIFAR2_32_bs256_ckpts/md_2/step_333.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fa36ec5ae4679689009516aa63ae458275b1370b
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_333.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:434ee60e36ef32c91e3d77cf28b6e8a981f99362ee5970aaa7504677d36f4b84
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_334.pt b/CIFAR2_32_bs256_ckpts/md_2/step_334.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ad87c7693e656038d90306c7ce3f46463ad94925
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_334.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:361aacbab0a20b90bcf14a2007ef32540a7b842d17927622b241b9555d7117a4
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_335.pt b/CIFAR2_32_bs256_ckpts/md_2/step_335.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4e83b6527678e32c390cce916d528eace0c8bdad
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_335.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0503be45335b926966a7e68a18d1454f94c43edbfa51880a8528969f17c222ac
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_336.pt b/CIFAR2_32_bs256_ckpts/md_2/step_336.pt
new file mode 100644
index 0000000000000000000000000000000000000000..759a132b71c166121d6f7f8a6d0ee7578c30e7ba
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_336.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7b16df4832e7a73d9345e0bece4961acc9a75347525b5a763b32a6b84637a65
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_337.pt b/CIFAR2_32_bs256_ckpts/md_2/step_337.pt
new file mode 100644
index 0000000000000000000000000000000000000000..59afbbc85c055f93c0f0cc38d330216469363ba5
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_337.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33e27ccfe836feef61aada8eb1fd0dfbb1f6a63e9f6fc8a5a59f43c5a5ccf91c
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_338.pt b/CIFAR2_32_bs256_ckpts/md_2/step_338.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f825b939ea7de701fbf38450bbf3bc4cd2110826
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_338.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24f3933e5b44d244eb67b76b527b1271976ae34d1d32e15dfff27fee95275b11
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_339.pt b/CIFAR2_32_bs256_ckpts/md_2/step_339.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0445abc8eab63f202dacd79218117932be4a30da
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_339.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b674ff82ccb16b8dbf6ca2d03a678955c17001f6273ce6fffe5313e71494e4c
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_340.pt b/CIFAR2_32_bs256_ckpts/md_2/step_340.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4af513d84122b99466d54ca9c804d2c7a83e048a
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_340.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68e57e1eee91df3099796afb3848b58166c50a9d0eccdd23b2a58d6c4da2c9c8
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_341.pt b/CIFAR2_32_bs256_ckpts/md_2/step_341.pt
new file mode 100644
index 0000000000000000000000000000000000000000..51ccc16b8f38b32c6609ef45afcf52d37d62bd9c
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_341.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6133cb4227e5456af2960ebe524a96f980cb859aeb1deac2d5b7ca6bedaedc8
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_342.pt b/CIFAR2_32_bs256_ckpts/md_2/step_342.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cffed165c14ad61c0bcb6b04f5984eb6f46cfe7b
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_342.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:821bcf49d239f434ea41f9854193b0366d63ce07252f6ec75d00e853552258f4
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_343.pt b/CIFAR2_32_bs256_ckpts/md_2/step_343.pt
new file mode 100644
index 0000000000000000000000000000000000000000..65c42efc4daf9dfbbab10bdc199465219ef6eb72
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_343.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0484a0047065f409431ccc92c3961b13ff93bb3d00e8e498614963080a65fc67
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_344.pt b/CIFAR2_32_bs256_ckpts/md_2/step_344.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c9e9cbccd66e6667444f22636e57a720d1d12b2c
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_344.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:432c286d42999d798fd491edc86d519e25ee919dac870057c5437b4bd9ecb77d
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_345.pt b/CIFAR2_32_bs256_ckpts/md_2/step_345.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0e6cb854daa14f3aca3376ab4da1b5ad9898b030
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_345.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa48d97aa6773613689eca2979105973c032882de2740c9498417415f2c76b02
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_346.pt b/CIFAR2_32_bs256_ckpts/md_2/step_346.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1d8f63fb1c06e8e1f2a0cbfec1f04f6572a55588
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_346.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68b7f52dff31b14c224da5e6b24c4100c3df396390e7fe66f150d0fa991a7654
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_347.pt b/CIFAR2_32_bs256_ckpts/md_2/step_347.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bef2bc5ab4ca917af079b36ce2b5b03b0330aa67
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_347.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4935d5c420638a30c1dae1c450fee63d4a43558f6547612dc8e20a1dfc4ec9bc
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_348.pt b/CIFAR2_32_bs256_ckpts/md_2/step_348.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6f1d3cdb9ffbee28b1cbc2bc8955f6e2ea60d9b0
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_348.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e423ba48734652025ea4cc40025a2db7fb0c92968d357a48e3d940f4390b56b
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_349.pt b/CIFAR2_32_bs256_ckpts/md_2/step_349.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5e437c5c37a7924e91846fda6fc5bbbc749bbda6
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_349.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a13bd689633aa69453c60f9cec2e1052ac95b947ab0c3a150c67dbebf3ef3c4a
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_350.pt b/CIFAR2_32_bs256_ckpts/md_2/step_350.pt
new file mode 100644
index 0000000000000000000000000000000000000000..597ecc1ceda2149e5a9f7656677d68af3dabe5bd
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_350.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:daea0ad1a1c4b2a0d370a7fc8dba7ae012d7160a39522ec01f043d11ab620e8d
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_351.pt b/CIFAR2_32_bs256_ckpts/md_2/step_351.pt
new file mode 100644
index 0000000000000000000000000000000000000000..849f375e6da9af012526b12d251808f830e719dc
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_351.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6196a7f2c24609ad0442d7bc25ebb3b2108a7f726c158d765e91254f6ca974f
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_352.pt b/CIFAR2_32_bs256_ckpts/md_2/step_352.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3218fb0ff19f71f63d5b8c5e0df600870c541d6a
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_352.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:881d64a929c429cdca75486cfad61499995afe5fed1d53b358751951433302ee
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_353.pt b/CIFAR2_32_bs256_ckpts/md_2/step_353.pt
new file mode 100644
index 0000000000000000000000000000000000000000..333f6264d5dc2929f182c9f4de0800b45d3a0c44
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_353.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f10d68abd50a972100cd6cd0795745bd259c91cb69ee72eab5c5633c20e66b6b
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_355.pt b/CIFAR2_32_bs256_ckpts/md_2/step_355.pt
new file mode 100644
index 0000000000000000000000000000000000000000..69b623b212be23f0dfe8ee75862d5495ae4419b3
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_355.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2bc5b3f504223c12ee1b179646611df87287a8b27c9f501e84c5663f07b43c18
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_356.pt b/CIFAR2_32_bs256_ckpts/md_2/step_356.pt
new file mode 100644
index 0000000000000000000000000000000000000000..58ed84f76654867c75678627d3a054dffdfb5504
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_356.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e790a711af0b453771ff20b3ad58ca2952ebfecf6567788e6b6f3e03bf5a722
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_357.pt b/CIFAR2_32_bs256_ckpts/md_2/step_357.pt
new file mode 100644
index 0000000000000000000000000000000000000000..34868d1a834a864abb2ce35f40a9c3187c1ae359
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_357.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:483ebdfd00f4bfebd1fa6624325d869471c1035cac7f77699a67a0b2ec5e5993
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_358.pt b/CIFAR2_32_bs256_ckpts/md_2/step_358.pt
new file mode 100644
index 0000000000000000000000000000000000000000..307cde22f8f2e3c25bb29f348029552cc3eb556f
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_358.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7af4532f62c36f1fba1c800a4835a1faf593ea64486bd15083178cb5d3395bcd
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_359.pt b/CIFAR2_32_bs256_ckpts/md_2/step_359.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1880c5d2ae686516044c04fd522a6957da2c5111
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_359.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24a0afbfd3d98c8b82addc2048a7370380e15d2e984f50243ab58d34c9da5b36
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_361.pt b/CIFAR2_32_bs256_ckpts/md_2/step_361.pt
new file mode 100644
index 0000000000000000000000000000000000000000..594d19414d7e88b2f4be64bf8ee0aac5b1cf289a
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_361.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:663d91b3604d5f36d2d7f393a40325bc59cbf3a00c94c17b7f3d153cbeaf8913
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_362.pt b/CIFAR2_32_bs256_ckpts/md_2/step_362.pt
new file mode 100644
index 0000000000000000000000000000000000000000..da47fa75c8a92097167e73157cfc9ca4257a6860
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_362.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1440b50e554a45a5966d85b11974685ca87d3eae20622f30a3840016f89ba14
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_363.pt b/CIFAR2_32_bs256_ckpts/md_2/step_363.pt
new file mode 100644
index 0000000000000000000000000000000000000000..55a17e295906dd1fa400802d8b5300fa80a0f3b1
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_363.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d54014d48291d2dfa6ac1cfbb94911e7c79db3bc3f36b63bdf5e200b0e9c127
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_366.pt b/CIFAR2_32_bs256_ckpts/md_2/step_366.pt
new file mode 100644
index 0000000000000000000000000000000000000000..011c93926878344462411522cf70e170047d3e08
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_366.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eef24b9605fc0ea2179c549a3f44fa15d92f10f8f0bd0e5d8848ce3f4b894bb1
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_369.pt b/CIFAR2_32_bs256_ckpts/md_2/step_369.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cea0c06e5db9825273781fb62a339292fdfffefe
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_369.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb4d073e897490857eb18a19d5ea05781c60da6c83b5571bc8837159e4b61938
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_370.pt b/CIFAR2_32_bs256_ckpts/md_2/step_370.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0f40efb1d89c9fc5904070818071aa6345ddf1e0
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_370.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b906f06b3c1d71a57861443b311a56286de3422ff45e8ba121dc4bdd9692fa2d
+size 9126712
diff --git a/CIFAR2_32_bs256_ckpts/md_2/step_376.pt b/CIFAR2_32_bs256_ckpts/md_2/step_376.pt
new file mode 100644
index 0000000000000000000000000000000000000000..eb9987944a4205de18ec2730255e28d39b285437
--- /dev/null
+++ b/CIFAR2_32_bs256_ckpts/md_2/step_376.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e83b5fc28b80f8540142c6b925619a267710c803f644305e9dc8e5e7d05218bd
+size 9126712