diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_1047.pt b/CIFAR2_32_bs128_ckpts/md_0/step_1047.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ab608aa5272463a9d4097c10a56b944f2ecf03ec
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_1047.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fed827fdd82c29ef232ddbcd8d052e2a6a2da5001456bd597059dd309cbd1523
+size 9126765
diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_291.pt b/CIFAR2_32_bs128_ckpts/md_0/step_291.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b986529299950650c22838f22305c342deed0ce6
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_291.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52bf56b8ace7705204dcd627cdfb31fc66f04697baad0536bdc74727e0a5692d
+size 9126712
diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_702.pt b/CIFAR2_32_bs128_ckpts/md_0/step_702.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c5271f96f05bd340b535addf5b6b40e5138fd40b
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_702.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71bea278edfd220eaf5977d7d41da65fd67559bfe9e664b0124101ea1f39bb32
+size 9126712
diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_785.pt b/CIFAR2_32_bs128_ckpts/md_0/step_785.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f584ea53d9b610e8c9cc386cfc5e8168463354d9
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_785.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e344a532684d2cd89b8f2d6dca7a86048b062ffcdd325f9e7e79c4cf8dc9e11d
+size 9126712
diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_828.pt b/CIFAR2_32_bs128_ckpts/md_0/step_828.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2cf95e41ea2641bb13e18c24f912c362d0717d42
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_828.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d541903b41bcde0fbac7d1bf6a6673d95b0337813a34ded54d8d1575ba6519e
+size 9126712
diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_913.pt b/CIFAR2_32_bs128_ckpts/md_0/step_913.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f849cca3970abaa8139548b09ff5916e7eb11874
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_913.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5c6a6fccc79a360b0a196c66341092cdb98ac15f138cc325768b879c8176c9c
+size 9126712
diff --git a/CIFAR2_32_bs2048_ckpts/md_82/step_106.pt b/CIFAR2_32_bs2048_ckpts/md_82/step_106.pt
new file mode 100644
index 0000000000000000000000000000000000000000..94e663d957c5088b2040a22659ce1fb3a13b5195
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_82/step_106.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ae6ce39a7cc9eff2be84c8ca0bf8e595b326ab50cbc4315f9f1643915f7cffa
+size 9126712
diff --git a/CIFAR2_32_bs2048_ckpts/md_82/step_97.pt b/CIFAR2_32_bs2048_ckpts/md_82/step_97.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6ac702ec503bac706741e6a63febd0f029da7af8
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_82/step_97.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4dd3b6c0d8bc7d9e43a6390d79b4afbde8766bef8eee07ace34b77b2127e0793
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_83/step_17.pt b/CIFAR2_32_bs2048_ckpts/md_83/step_17.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b9cea52a1992a42481c14ed37715dcc4f9e68b4a
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_83/step_17.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78fa06a2c929d5468ad9e2844ddcdcabaf5487ca9030c1d629810504007ca4dd
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_83/step_18.pt b/CIFAR2_32_bs2048_ckpts/md_83/step_18.pt
new file mode 100644
index 0000000000000000000000000000000000000000..89a3381b35b0486978bc7d9d8da82904558363f7
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_83/step_18.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:616b60e2b785063b23a7cb6a8c9e6629d8fbabef8cb2a5d1da1d5c32e90a2ab0
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_83/step_2.pt b/CIFAR2_32_bs2048_ckpts/md_83/step_2.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5240c0d601403a494c65fdff5da6e72dd095eaee
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_83/step_2.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e34b0bd217a8bb78b0e30b4c1b7a03427fd60b1d3f987274f81338c2ba67084d
+size 9123982
diff --git a/CIFAR2_32_bs2048_ckpts/md_83/step_22.pt b/CIFAR2_32_bs2048_ckpts/md_83/step_22.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c917a1c0bdf0cc561d5f6f93f6f9163e7e1e0586
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_83/step_22.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98337b326d9dc199ccf8a551c182bcee1d929258be5e2830f9aa167a4e6e1ca3
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_83/step_23.pt b/CIFAR2_32_bs2048_ckpts/md_83/step_23.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5320a29d955d9f44c4a5ab7658a88fd23a404ea7
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_83/step_23.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:725e345743d7e0a335f9cbcd380d2c24a499118cf9888a61b3f0e5e5d3a4704a
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_83/step_25.pt b/CIFAR2_32_bs2048_ckpts/md_83/step_25.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3cfcee28189da3e9417f80e52d8e2edf4ae8ea77
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_83/step_25.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7c8e164adf72b48a134f909fb1252b61fee9e0f1e31dc3c8f5a5109479612e0
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_83/step_5.pt b/CIFAR2_32_bs2048_ckpts/md_83/step_5.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1d6a490fba78b4ff5740b941ac133b4698f44745
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_83/step_5.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be591222edc7d3bdc5ba8f3d487beb0af3737404fafc0921f023fc4a8e08b195
+size 9123982
diff --git a/CIFAR2_32_bs2048_ckpts/md_83/step_6.pt b/CIFAR2_32_bs2048_ckpts/md_83/step_6.pt
new file mode 100644
index 0000000000000000000000000000000000000000..46900389cf0e110b2ddd9cd0ab70f4abcc74c079
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_83/step_6.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97266c4c2b9f91fee48580647a3fcc04ea87a8b43edcfb4c425df37ee76ad60e
+size 9123982
diff --git a/CIFAR2_32_bs512_ckpts/md_10/step_75.pt b/CIFAR2_32_bs512_ckpts/md_10/step_75.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9080f2f36bc32fa44d6add1c4f4bb081da4007c0
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_10/step_75.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a588038d22cc1b9c951fb4076f6bb8b05673084f81dd4f796a3c18ab3de382f
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_12/step_407.pt b/CIFAR2_32_bs512_ckpts/md_12/step_407.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b78c779dbf832d7d5484b853457139ec7bca88dc
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_12/step_407.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5629eef598027be9bdaef1e92deff6de431bf805f9911e7a0d60e9d142a7a2c
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_14/step_452.pt b/CIFAR2_32_bs512_ckpts/md_14/step_452.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2a0a99bf0679d036dbbc73f8b7506a7e4a6a82ab
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_14/step_452.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abac780f06044c0dcf490f9a877d6a65747062d250948fcecce1d4cca653a94b
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_16/step_200.pt b/CIFAR2_32_bs512_ckpts/md_16/step_200.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2fbbd5e5b38b3030d404b4577d47cc1c7290d00d
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_16/step_200.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e68f7c4acbe5e547cff86a02cff5922cd840410213e3c839ebeb7908217b84c0
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_16/step_263.pt b/CIFAR2_32_bs512_ckpts/md_16/step_263.pt
new file mode 100644
index 0000000000000000000000000000000000000000..efd527420cb07f9b450266fcc6f2f39bd36f3031
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_16/step_263.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:111dc5b6e30f866cbb87c49f771defeb151d713b03886fc5f5914dd2ad2c307d
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_18/step_121.pt b/CIFAR2_32_bs512_ckpts/md_18/step_121.pt
new file mode 100644
index 0000000000000000000000000000000000000000..409ac9c2f891afd81ba938dbe1855c382e7ced01
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_18/step_121.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:968545d716c66b6bba8ea0c2f35b442c0f395ff48795997423883d24d21810e2
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_19/step_376.pt b/CIFAR2_32_bs512_ckpts/md_19/step_376.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c6b78e4e5f493205faabfdeb774da47abce28df8
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_19/step_376.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21aae73a1e897f034ac82b824251a679bea1798714a8ff6310366a98da1b3409
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3580.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3580.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a6d6c927e7d5ebb655482ff5a09c9c6bed039e38
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3580.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0794da9cf79a0312eadfd52198017cee432d7b201215ccf5602665568d40f5db
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3590.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3590.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f2c1648fab0381487d0000d14044ff113768ac02
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3590.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c90386d070df2d90cb2b586fadff65f1aaea3603c9751330a3bb99d177fbd39a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3592.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3592.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d2bb649623016e7621c068097dc6869be016c59f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3592.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b28d1f16b965a288e280badab64cf834a647ec0897c28a2a02d50b17301dd9e2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3597.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3597.pt
new file mode 100644
index 0000000000000000000000000000000000000000..60ad67367f756ab3392706797fd17fbc7d9c890d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3597.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a618eb6bcfbf170be24802b8cb5602a688ad126c9abdf1e5c73b597a8f6c927
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3599.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3599.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a6b49c68c02950950abe7999a4c9b6f81fe72118
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3599.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:498f5214126209da4625a7fa680f734f2d4769d593b607a0464de9c78e139068
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3601.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3601.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f511656da29db3d4454955145095e96132cfc233
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3601.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72109732760c9dca790edf77ce74d114b53aee1663d2e6a0d092c86cb5544d18
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3602.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3602.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ef55608b7f377a4c109bf29bc0c24eba3d44cabb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3602.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:999b8e6a3083a0e3c76a4bcb842d4a65d9bc7b8915726e99d4282f5252454481
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3603.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3603.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d61f6af2617700b40036ef295febcce892f7f67b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3603.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e495a6507fad9a76c09bf959a048f3625904fb240d8326fd1aff91d0e161aa04
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3604.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3604.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3df777d459919cd27884444074e742d31334d43a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3604.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cb259225b6638b8fdfe3213548f18ec03f9990c131f87c538517f5c6aae3ee5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3605.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3605.pt
new file mode 100644
index 0000000000000000000000000000000000000000..aa8eafc8ffe005facc09bba3ecd973a9fb198213
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3605.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c46d777b317a4a9e73cc00d7dd7d06f88e6fb0593047a6e7f145d2d35e22d2e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3606.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3606.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fe2cc453aa52e11a63b4fd6c2c47cce80b6d5837
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3606.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57d74d3ef5fc34f78c6c07c09094dc7cf788aabb47ff55cc8f9a668edf74a06a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3607.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3607.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a3bc952fed49c760b7457d5ea128ae8200024be4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3607.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:131520e24373dd9b2218f434f6a77c400e1929ad34713183d79baf41f5f7becf
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3608.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3608.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7172155a95c5f152fde9709d589ac66f84b67c17
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3608.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef14002423180459a31878871c5b557f6de2faa0780ea9fd9c9b81c4eff11a5e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3609.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3609.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d5e4a1931ac6b4977f500d0cabfe5632b071fdfe
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3609.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:784a1de9fffc9b94695472a4492afe7b54514553836d2ffdf914badfeb2408a4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3610.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3610.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7ab5ccfebb8532a2de82d7d8fbf323e929926606
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3610.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11543dc1d53cada47b5fd0b985edcd437d8515bffabb1e80b75bc358a5c735da
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3612.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3612.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c42d23b9f7dd499cb872e9b65fb79aa5c49dbd8c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3612.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a1bf822dcb3096c414e02d15d1bfa1ecc6754807b9d9d47b6722b6689ed2399
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3613.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3613.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8b40882614dc1922d7ad25fe6ef0088ad432e845
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3613.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ee02e1ad9526225c03dde370909c772925d8f933c029ec31fbb0fc15083b520
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3614.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3614.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5448ec9170c1059954045dff2746bcdde16d2984
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3614.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:550131223e11d9051a8d7ba7ac5408dcd5a51b7544b75db3745ec80c31ba7b4d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3615.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3615.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2e5c01839298de3a9e7b47d2837450032f37a747
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3615.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37f7e12d71ef5bdb8a8ddccc46d7a1a0030c60f70d8c7992a7abdedefa0d818b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3617.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3617.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fdd2a3dad066d6806e147e45b7f687c28f725a69
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3617.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a32030a053bfe0a512cdc6d042160f7b343ceacda7ce6e9b515f5ffcc75f87a3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3618.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3618.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ddfec9723d8eb562dbc7f03e756c3b0d12d48d09
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3618.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:478400945dcaf3bc85f4bb5a31281ef028f698978c0478047d8cce4cf7006a3f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3619.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3619.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c27b92690d3101f973ff1b3468787e9db4ee3d1a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3619.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35eb8c67f0fed019dbabc72538066eefbf330efb1378cb8cfd8cf91c14aab824
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3620.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3620.pt
new file mode 100644
index 0000000000000000000000000000000000000000..917c59d2d4eeaca8d9d2056ad69ac63685cdec38
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3620.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48bce866cc7d5426a6fd7c817207e43088cba7d4dca5824241e3f8b298be8cc7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3621.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3621.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6de7b5d46510c55e271d547deaf1b06ea0179a47
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3621.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66c166cc0d54c06c326c39e400ed7f305a1254cbeb497af96b0c55d79c8115df
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3624.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3624.pt
new file mode 100644
index 0000000000000000000000000000000000000000..191efb46095a54d3bfe2e8d6814433e4f20ed4ce
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3624.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e951f5af5babd66fc15f5bccf29def2d32b76bfd1d0128f42b7958e8d1972daa
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_3626.pt b/CIFAR2_32_bs64_ckpts/md_11/step_3626.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8b7149eab29d2d29d7b60cb38df8ad98fae1464f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_3626.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ac87b36f565cfb11daad774566f46dc9a9d5a328bf29612fa4d0d3f71fe07f1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3708.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3708.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ff04d2b1ef4d2cab8a34fddea8cc4f4845c913ad
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3708.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:161f0e3dad278a875f701eea5e23d5373ce2469f0e6b1e0ce08e0f8868565bb5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3709.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3709.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0c9a21b039a406ccae067257ec6002dddae97713
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3709.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3917afbf742df70a592bfdaaf3de651c8c576715f151171a2fdce79569f2c2a8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3710.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3710.pt
new file mode 100644
index 0000000000000000000000000000000000000000..220c77b01663d467e7f7a718ac7263c2d9960f81
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3710.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfc8dd47b71d09deeccf02b26a3616fa4d76b160e71d1cd1487c06807a8fd276
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3711.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3711.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2c8f45d46815deef59a63bd40d777be9add5828b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3711.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44a00fbaa4cfd56aaac91f3e3b65374a53e1e9844010c19b232048c416cb8448
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3712.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3712.pt
new file mode 100644
index 0000000000000000000000000000000000000000..76d12e32c33f7af4f34e04b59ebb4357856aa905
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3712.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8e47748d541716e7a9829c8907c21631cade4d1d9288610f72d8e150598687d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3713.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3713.pt
new file mode 100644
index 0000000000000000000000000000000000000000..683b1d3c8144cae039a28eb1b1919dfc77fe7e21
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3713.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88c3774957ff19dbb4f2517fcfb26a50d40e17f186f49a5e46a5c9f8e60ee613
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3714.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3714.pt
new file mode 100644
index 0000000000000000000000000000000000000000..271687f4f9594d8a31d0445792be043f2847b5b9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3714.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1cb1fb5a5d32c574f9eff46ea79efc03e21e27c00fc0fe522247d4fcddab325
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3715.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3715.pt
new file mode 100644
index 0000000000000000000000000000000000000000..aa800a5c1a60d6874fa25cb47d8699b1374ae4c0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3715.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33a1c8c3e7e21976e112a8db3bf8f5213b5b381aa26981ffc3b880b38e8b4544
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3716.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3716.pt
new file mode 100644
index 0000000000000000000000000000000000000000..65ca249354cea3f4b9f0d76546c047141e9e8ef5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3716.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8b41526749427d1b8dae463d86eafe47e0aeef63df9b9b6035a6230140d80cc
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3722.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3722.pt
new file mode 100644
index 0000000000000000000000000000000000000000..eb048b0e53f0b3bcfc006dd51339ec66456d39bb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3722.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54b4c78c39c09fc9178d14b2faf62b87919f8075b4bf997f4f54923e4e98bfe8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3723.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3723.pt
new file mode 100644
index 0000000000000000000000000000000000000000..34b98d6a22e36f6be5a8b3ab9f9f3c8e4044b51c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3723.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91c8e00b804cdc3b38d017850f064ad9a90ae778af5ab20cf76077f1701a6c23
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3724.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3724.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0126a94098f9c6a273db15de4c784e5215e5f990
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3724.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16692997d1ff097c69ec4b12c7ac4ad43419bdef8bc56a3b3227837e4862ccc8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3725.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3725.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ad2979d0677e6a6c8dda6d6377a2365b94b3ba53
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3725.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:817d129168cb4f1a8b118e7294bf846e59086fb3ab3851acc1b59053d109596a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3726.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3726.pt
new file mode 100644
index 0000000000000000000000000000000000000000..730c5d5db86256205441fbcef5d3ee4b80f8d397
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3726.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad5ba63ce3e48951f67cd71d235405038d13cdf469e33a6242b8a556d260a7c7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3727.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3727.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5ae286936d735c7a10a527d5a214fdee2e85231e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3727.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0270987ca6c07b6a1dadd863d9e524fe2c7fc45cc0189154a126ce2dabd737c7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3728.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3728.pt
new file mode 100644
index 0000000000000000000000000000000000000000..71ab632a8be12164caebb23b7d451f4ec894bc0a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3728.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30b77f9b40b689e747455d17401a4783d62c89847408bca0361b5cbe8c7b10c8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3729.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3729.pt
new file mode 100644
index 0000000000000000000000000000000000000000..78491ff17cdc7f1e16951b50dc0620d238360dc4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3729.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0d18c297fdb6632b352c02f67577281a63ac48e7a435965e115a088e9e26288
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3730.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3730.pt
new file mode 100644
index 0000000000000000000000000000000000000000..888e5fc800e5b9ec115803d4b5d7d6adedc83738
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3730.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:adf15c6bd540f087ff19e4986385ffd3a07c1f73ec122f4462ca6383c08f2433
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3732.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3732.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7aa183a70b831c7b14d59b33c86f7700983110e3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3732.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d13b5be79b68e97fcb224b821cb33bd0c78afb87af538c145cf89cc248228ff0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3733.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3733.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5f3cc7b62ca245b30dca9918f9c09a95299742ce
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3733.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ac6a84ca7217f566300ac99f072e9091b30b19f1bb2196f20d2edf5de7be5bd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3734.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3734.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d41cdb463ccbfee8f677890562b504ea02ba885c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3734.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfc3508ec589d4265559aa3b437c7b15af4dae2dca9e2153706150c2ceb7093f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3735.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3735.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0445534d4d2bc2c1bb6e6d23ebd253dc0e999b79
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3735.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc29366fb9487a4801c015b14c91d9e869546d248f4c4b2d1b77bc45d7a3c6b1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3736.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3736.pt
new file mode 100644
index 0000000000000000000000000000000000000000..10fcdbebf5cbcaad6e003af141fc06f4eec94135
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3736.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6428f05036cc172277d683cd118e275b8949fc734080ce03eef23e3b974eeefa
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3737.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3737.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fd92329ee65ba6cb26d92fbb98c4e498c73e41ae
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3737.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a983a4d414a3497cfaf2c4991a8373c40667fc2a98ebebec2b163e1e7459f0a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3738.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3738.pt
new file mode 100644
index 0000000000000000000000000000000000000000..16a94c605843cd2a1a6b2cbcea35b110ec08c377
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3738.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ba2c2231ef244abbd37da7c6971a61ace13df774e929a8ec46813c297566a6f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3739.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3739.pt
new file mode 100644
index 0000000000000000000000000000000000000000..51b44ba71a0d3d4c0ab15dfc936eaad38dc645e4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3739.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d4f73c08d5e9bb54b0c9fd6ebdd40895592a6cd91393134d091bf0c45498aba
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3740.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3740.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f1212a11e5233d5eaf4e894e57d7f55d6037f437
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3740.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acf112ae5d3dd38e34d801de46730c0e6ded1f79ff5c90e9c1d11b0c1a4bd162
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3741.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3741.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9c236956b8194389ddb918770d429855101bed0d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3741.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9767898ba903d4941b20ae82d9070742b5b55ed2d8a218cf732e3d57cb9bd8ed
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3743.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3743.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cf5eb631a6e6910138d514b999f2762151bd695d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3743.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f9ab38fdbf65c99fbf52a30d024e857f84e883de53343803ad8fc11ce84965e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3744.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3744.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7a1fd8ef985633f75fea3b2bfc7b3e1722b42cf9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3744.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9ab52417e4543c9a3638ac81cd3be83f949bbe39ce074a8114a160a6f30faf4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3745.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3745.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ff126477092a1b85faccef122939cc392c3ef118
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3745.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed8088f1d8d321f0b6cfc67e5ac18f4dc42eb646da70c209960bd1732c340003
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3746.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3746.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5807e5a4c49dbb4a1874cf6d3467c1642ce21b61
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3746.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:068703e7d8455567e6794d46225207061ab2e3a2ddbc95ee30cc5ea6441444c2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3747.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3747.pt
new file mode 100644
index 0000000000000000000000000000000000000000..691b6c210c7331bc4b7226bcf38db25741021948
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3747.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c540e817538b6bf1e5feb866b82b3272db5ef3ff32423def6fcc2d9470bf1c7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3748.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3748.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8e37b433fe5ffef36157ef359c055b813f4e5dda
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3748.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a21b8ed4856bb9e3bda4873a1c1016510e45704d8cecf3c73166ecbd0a91aba8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3749.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3749.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ff27e66758c2ba86607da0ef55fff428a76532c8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3749.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30bb05dd3c1229db5beaf7adeac6236a8456e6f8ff6f4b0d1b67aa5079806c07
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3750.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3750.pt
new file mode 100644
index 0000000000000000000000000000000000000000..82a4d9b9ab9fcc9776b232794526ef9d327eeaec
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3750.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6dc069f4a917d8d082d7c3f2f2242c61ea793c0a000948c2180fe81f6802d066
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3753.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3753.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f69a042823698ef57c05aa7f253db960c9eea0c6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3753.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:603cf14f47c725d0702f88599627acce05552df26bd45c3c86078865141861ba
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3758.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3758.pt
new file mode 100644
index 0000000000000000000000000000000000000000..96d1c62dd0110b33af386e40168437a1dc8569f5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3758.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54d188bdc4ddba84aeb091d56fd873e48177d88a6b6b41a7d015f47a7a41e078
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3760.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3760.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b24162f6f56fc667c2bd972e226af8b2b1f34821
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3760.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8444fcda417ab8f01c586f63336767e53598924bd7b786f55de73005d4b05c4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_12/step_3761.pt b/CIFAR2_32_bs64_ckpts/md_12/step_3761.pt
new file mode 100644
index 0000000000000000000000000000000000000000..24b9f8ac9333cb3bf21028f3ce482247d14879d5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_12/step_3761.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4ad9f72f7920151c0bc86a6777af84962522f4821b92db8a9e759e3215e4581
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_0.pt b/CIFAR2_32_bs64_ckpts/md_13/step_0.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5632a70294a9997817102db0eefe7617051a975b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_0.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e2a7bcbd55ba03cb35e02bb2fa08824619e1c2ba9c0e0c364695fea4835c244
+size 9123982
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1153.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1153.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dfb29ea7d8768228475b5ac770e1b8142449bac6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1153.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b6210668400558a16a9a450b56df562d8edca5a8fa1b47833e55ff9b7abf249
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1154.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1154.pt
new file mode 100644
index 0000000000000000000000000000000000000000..730413e809c8cce8de65c7c71e59b59740e7deba
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1154.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28d7a85c5dd9c8b6dbb1339d331be9ebadfb3432ffdf171d336d256d3ec19685
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1155.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1155.pt
new file mode 100644
index 0000000000000000000000000000000000000000..db4b8c96649a29607d697f3409eddc8e60eb3afb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1155.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80791ca3e75cd0736aeab1b72a0b7a25252c7230bcc7de412f8cee19a61ba93f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1156.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1156.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fc32c853eaa0d5a046ce847142d93ad55eb03168
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1156.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3f930e612147e53420f23720f6a12e600fa4d480324d991c47aa63cb4dc07ea
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1158.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1158.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f7daac5b4d6b5807b4ab503ad4993b2bf0343498
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1158.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9820ed03f94a8157c757dbc220af7a1397fec5c94677eeff5fc220df01477389
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1159.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1159.pt
new file mode 100644
index 0000000000000000000000000000000000000000..491c38d488f62dde8c6b4b7869c0c6b18a8893f9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1159.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:144a53f8c49cd6c57e77031c0f1b9821cb43272345291d665880eb691421a4a0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1161.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1161.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dfc55adf090c021194ac302a8034022fcdd602d9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1161.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1dccc7f7af2beda66b631b6546823b4185f8d14c4a0d7a9edfe5b95bed006e22
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1163.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1163.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d9c4100094de38f57665460e359ab7031ae813f5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1163.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8bd47de859b21c0aef9763068463c39edddad819e9a42f6e69df5d9a7979927b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1164.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1164.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6a4b96cb486224d467a19f2a1372238a1839cddf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1164.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d5438e90674119faf372011528f02ed83865d860266ec5f0745f6657cb4541f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1165.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1165.pt
new file mode 100644
index 0000000000000000000000000000000000000000..460edb4491cef92c23840f93eb9fc04445ef82c3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1165.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0290d5cb9b40c9ad22fbe9f6f92aa64e485eda878a824e6a6f91980d2767e1f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1167.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1167.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c2831845c91dd58da44182bbc02004b1d5893ac4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1167.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e5c1216873ae818f07b5405433f9811b53c4ab1019f759c012929936c9a4e90
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1168.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1168.pt
new file mode 100644
index 0000000000000000000000000000000000000000..99d58f4a768818e3364acae5567c3afc2ff373d7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1168.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd155b066c119cbc11d8758e0d259d27e51038f2e3cc3977f0b10af268cebd27
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1169.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1169.pt
new file mode 100644
index 0000000000000000000000000000000000000000..295ed837b743a1c550fe87fa7465cbea3c823c63
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1169.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d1f841c57833938a4063128bef01d0533c6e3fa361e12cc3d46b03ba8211819
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1170.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1170.pt
new file mode 100644
index 0000000000000000000000000000000000000000..775f038d96928e3138acb606521de36b4ae3f29a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1170.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39f7fda760490df329513f18046c2018ce2abe27164ca53d4c09da73a3fa2066
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1171.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1171.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9674aab080c5974e597c5b121f85a4c835f683f3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1171.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74aa5e7aee0613fbe70ff333c6706739f7f1cc3191aec96073349e044ae5ad02
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_14/step_1177.pt b/CIFAR2_32_bs64_ckpts/md_14/step_1177.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1472d0c311c06eebf7a8a8a6e95db75d37e9c88a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_14/step_1177.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0396afa4879cd09510d16a151e784ed032412ac7c46c23b690d770362438773e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_15/step_1886.pt b/CIFAR2_32_bs64_ckpts/md_15/step_1886.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d0454a381dd5a3a40f921dfe2fc067c5c4d95f9c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_15/step_1886.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3508b430ee6344b8e43020d27418dfc27447cb7282a8e1b576e023137d6b7732
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_15/step_1887.pt b/CIFAR2_32_bs64_ckpts/md_15/step_1887.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ba1d2b3a1cbf2f866bef13246552f3030ee1a703
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_15/step_1887.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2d7e3e9e17c970926fe612ebea1fdbf603238d8e74a16753278a7447db7e062
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3222.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3222.pt
new file mode 100644
index 0000000000000000000000000000000000000000..590be2307716ee21c27840b9bdff763df023ca2e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3222.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f425cdcf756eac9c01c8cd4b626a26301dd2b387c253a5e4ee02002ebc8c1ea
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3226.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3226.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fff582cba26a8c1e919cf0428e376d83bb9e252a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3226.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c94d2059c080dca6c8f21cd8254008a4015a2381bb4c9e220a9a557df2d89039
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3227.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3227.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0ccf7a4bfece0ebfd2d11f76986ca37d6492cece
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3227.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:097d3e309afefd5bd00dae8024b8c42437ca86a2e0398f5b4faf1fc7444edf94
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3229.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3229.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f1e256042fe1fcec6f286411a0055fa0b388525e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3229.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3baf9061c2189e04fd9788228154aa2bb7e1666bed3ece8e6261cd2a7a64633
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3233.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3233.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cf97646476293378250a7c7ad538675c5246ad6c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3233.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:801b4a636c21dab1a16c54948fe1c9c8fe27d38c34bf36ca2de7ebf3d8548595
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2548.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2548.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c85ada7bcae1c34d06d9ae81a924614d4bed9d97
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2548.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ff8d39a61bd6eed4aac7454fc001be8a1a57ecc1d9dad32ac83933bf381493e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_2566.pt b/CIFAR2_32_bs64_ckpts/md_4/step_2566.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cf9ce270754f3d25bacf8e56c7e13d990c70ded5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_2566.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6be6d1635f0bfeb1195ba7e75e67410fae40b5d8d1e1a96eaa17436774580e6c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_589.pt b/CIFAR2_32_bs64_ckpts/md_7/step_589.pt
new file mode 100644
index 0000000000000000000000000000000000000000..07b5bd3881963314e3711551621c393ed8f83678
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_589.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fda555e168dc5dd0f8882ef8450ed781681076573d3043e31797c334327c273
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_595.pt b/CIFAR2_32_bs64_ckpts/md_7/step_595.pt
new file mode 100644
index 0000000000000000000000000000000000000000..af35b15fdf40292492b96b9005a7f3179e267ec9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_595.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:944bd5aabe6fc620d25293263bfe88c0d1d42be9c6223012b78446903da291db
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_599.pt b/CIFAR2_32_bs64_ckpts/md_7/step_599.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5cd1bbf7bb240306df19609ca51e85c76b13b79f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_599.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abb7791517bc9b7c70ba4e080cb3ef7124a5476a89c141db5d6b13aae1247fa0
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_600.pt b/CIFAR2_32_bs64_ckpts/md_7/step_600.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a5646c5bc9331dde3c3f35e93d2ec60f927ab37a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_600.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fc5a1c9f798303b17ae22140f4be995c2d98b5534fe6ccd0e9dac208f1c6dd1
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_601.pt b/CIFAR2_32_bs64_ckpts/md_7/step_601.pt
new file mode 100644
index 0000000000000000000000000000000000000000..54741513fc46fe01dfba57c2157b919bda340704
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_601.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2bf25a71f99d41519f7ac2ccfe95bc1dd1131330309929c11f0118821ff144ca
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_602.pt b/CIFAR2_32_bs64_ckpts/md_7/step_602.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d127dde65a69225bf160392caa225a8920272b05
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_602.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7054e96b5f8dc74289c7fed88ba5e3e0391b12664631cdd7c33217a15a1f1f18
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_603.pt b/CIFAR2_32_bs64_ckpts/md_7/step_603.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e9c133d6b84fcfe52803aa4d30b04aa755c873f1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_603.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb77b32d3383c1edef2921179db531751364fa62ed91a8a916bd84d41742bbdf
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_604.pt b/CIFAR2_32_bs64_ckpts/md_7/step_604.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4d2c5e4d45e440e7a55faba810a450219810327c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_604.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cbb0d9022364eabd87a4632f8164b1e8ae6f4e190b390680a1e547d8401c7cac
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_605.pt b/CIFAR2_32_bs64_ckpts/md_7/step_605.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2d49abfee29e9989d43cebc8083babaefbd7a96c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_605.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7555e6dbee9cae24fe8f2f69b4be465f6eb9c67ff1941f84320e3b7c7d2de001
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_606.pt b/CIFAR2_32_bs64_ckpts/md_7/step_606.pt
new file mode 100644
index 0000000000000000000000000000000000000000..829c8b767ca76ea847ceffc6fc7067f8ddd741db
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_606.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d79003089b86afaee2c490ce864de231823576893782617517f1dc1e437c62a8
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_607.pt b/CIFAR2_32_bs64_ckpts/md_7/step_607.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5ad522b4d369eb9effc60b204b2b875f1d2567b4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_607.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9e250bc74b99f730e12ae84ed8183365456a946b27e9a5d5a0c7dfd7ae4c252
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_608.pt b/CIFAR2_32_bs64_ckpts/md_7/step_608.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bbfb71dc41f0fd83401e2a93ceb4566cd9308a4b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_608.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c2933755cb5788c09b329488c0183bff2606a3a14b157a7696e0d652ee6ebd7
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_611.pt b/CIFAR2_32_bs64_ckpts/md_7/step_611.pt
new file mode 100644
index 0000000000000000000000000000000000000000..23c1a4a30bdea79cd1d27c62e72d63f178944148
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_611.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a619f463812e13a58e8875659e31dca7ea90a05d81ddd131871e28d9c0dce2d
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_483.pt b/CIFAR2_32_bs64_ckpts/md_8/step_483.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e6d1c3e192b2744eea82ca638f0b4393caa92237
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_483.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5bde6652748186c435925b704859b1f49e3ff16100720321609c94c7d7b8317
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_484.pt b/CIFAR2_32_bs64_ckpts/md_8/step_484.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f52e6c9f7f32be3bef67d48b0e50ff5b976b08ec
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_484.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f06753a36eb391862620d25d91c5b461013b4d935c1b01ab810b89b0584bb7f3
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_485.pt b/CIFAR2_32_bs64_ckpts/md_8/step_485.pt
new file mode 100644
index 0000000000000000000000000000000000000000..46b484943708f24d99307cb895a4551b69f24ed0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_485.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e1dcffc902083c5aa8b048a4b3fdbb47e129bf20ce6603ac02ed124efa668f2
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_486.pt b/CIFAR2_32_bs64_ckpts/md_8/step_486.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a64db02b7536ef7d0b0835bda983fdec89424935
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_486.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55d75bd55218b2a0eb1f207b86ca43d81d2c2ae05031c42379d6d555b7f1ea8a
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_487.pt b/CIFAR2_32_bs64_ckpts/md_8/step_487.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1d30c54d3ca4194676ae60ce2534d60b1c3ecce8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_487.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e431c275d66f8bdd9ee6f3c602840bd3fbfaeca79996e235f193c27149dcda0
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_488.pt b/CIFAR2_32_bs64_ckpts/md_8/step_488.pt
new file mode 100644
index 0000000000000000000000000000000000000000..07c098d384fe3b3a21c4316b838d8739485ffb87
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_488.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c162227ad041a2cade34c36bfe6b5964b54afa17ab159e85736b92bd0192b983
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_489.pt b/CIFAR2_32_bs64_ckpts/md_8/step_489.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0f5fc27d494c0c28b02e1b3800dd4eebfda7b9a4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_489.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:615d7a7403343fecca2c77f9ba662f112c823d872b053130b2fcdced31561f6b
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_501.pt b/CIFAR2_32_bs64_ckpts/md_8/step_501.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c64d7146366f91896bacbdadfddf9b5986cfe2f5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_501.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b5d1a372a75e54da83ec04397be94666139b725edd2cde5202faef8d4a1e4a2
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_502.pt b/CIFAR2_32_bs64_ckpts/md_8/step_502.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1fc100c5be8728baa74b5dcbcdac4afcdabf418f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_502.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbe0b31b1eacd47a57c51d9ce4d7173aee0bc02e45212fee649958e268aa9720
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_504.pt b/CIFAR2_32_bs64_ckpts/md_8/step_504.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7a70b44bb18ff5ab2c25d07869b9324e5e1a652b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_504.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73e6f678b81d78092587da9e3d6b99052ce28d6fbd29326f44fb9b262ea46331
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_506.pt b/CIFAR2_32_bs64_ckpts/md_8/step_506.pt
new file mode 100644
index 0000000000000000000000000000000000000000..87b3df9512a0e81b4de2c2d0cb18f85d18251b3f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_506.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2a89cbab141b95fc47f351ec98875f02cf345b651a1d16feb03033a95f51079
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_508.pt b/CIFAR2_32_bs64_ckpts/md_8/step_508.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a3e61fccf7594490d4a85fe5326e05776655200d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_508.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f49f3bd626ca1392d90be35f03ce548b70f0ed9700facdd8d955ea6c98487270
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_510.pt b/CIFAR2_32_bs64_ckpts/md_8/step_510.pt
new file mode 100644
index 0000000000000000000000000000000000000000..583f2af1da37bdf0e97613e0c39477b57385a3d6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_510.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34b17e73b309a9ae1413e370b3b15277a7862d065b3f46d65f16aaafa3e5a9ae
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_512.pt b/CIFAR2_32_bs64_ckpts/md_8/step_512.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ee83bae8af399d6280201644234414f57e8dd83b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_512.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de03cd5da35935fb059e42a28de77042aae059e6428a343a5d0d28f255a0ef70
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_584.pt b/CIFAR2_32_bs64_ckpts/md_9/step_584.pt
new file mode 100644
index 0000000000000000000000000000000000000000..62aff7f89c64c732e0bdfac01fd6f2e5a5536966
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_584.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a785cf32db5ebe178f1004d114a5812eb0803568dc4e074d16b7fd09eda6cf00
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_585.pt b/CIFAR2_32_bs64_ckpts/md_9/step_585.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a2d3cfaf0fb395173e979e02c9ce5ef2153e1209
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_585.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae84e6050b083c1d70537e61491d79f00016860543f1d3f3d3d877f3ec9d8b6c
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_591.pt b/CIFAR2_32_bs64_ckpts/md_9/step_591.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9e975c45049617cbd9ba3ce9a57cfa744a77499a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_591.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:039125f3e9f067b2fae36c44d031aae532cc872533b4afbf41895fcbbdf80ea0
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_592.pt b/CIFAR2_32_bs64_ckpts/md_9/step_592.pt
new file mode 100644
index 0000000000000000000000000000000000000000..718f1b89dc2eb957ea8d8f756c6fce9b78971c81
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_592.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:727e38d4c5cdc0e0ad865e67ded98b6c18d5bf23a6dad3add5ab27fe8cb5ebc1
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_593.pt b/CIFAR2_32_bs64_ckpts/md_9/step_593.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cfea5ff8addaee54de7d744e89c157c4fc5c8f33
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_593.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9de8e8de281a101372d6fb5ab66a163b9454a41740700b400eec0bbc58288ad6
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_594.pt b/CIFAR2_32_bs64_ckpts/md_9/step_594.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ec1732cc2ff7530fed4c9ea10383f6650f911598
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_594.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71fea8c636120a74498d8dea0b22a3dde812170f17fb5e5a9c6451dbe1a027f8
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_597.pt b/CIFAR2_32_bs64_ckpts/md_9/step_597.pt
new file mode 100644
index 0000000000000000000000000000000000000000..97415ae40029b6f8901e7ebe397fb8730f462ef3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_597.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b6fe274d54f9d33f5a917d36fc019e33622f8d227d3092d09f176d9e85ad072
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_604.pt b/CIFAR2_32_bs64_ckpts/md_9/step_604.pt
new file mode 100644
index 0000000000000000000000000000000000000000..148c5b09b695f82f54233fc75effaa3da10f5fde
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_604.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d949cb8b4d72e991b371477123619952c776812b1e8dd191a4b09fa33bf097b
+size 9126712