diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_735.pt b/CIFAR2_32_bs64_ckpts/md_10/step_735.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0fd4263845c04fec482f017de33932a1d3ffdad0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_735.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b89d22089b34ca9191b21ce09f2e74cde854e6a774daec3091afbc7c8f31cabc
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_742.pt b/CIFAR2_32_bs64_ckpts/md_10/step_742.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8c8f72090bb2f729ed081cb9c3d2360a0d31cbae
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_742.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0510e2c5385447f707ef60841861f9b91062fdf98936563341f4a661f5f4c7cd
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_744.pt b/CIFAR2_32_bs64_ckpts/md_10/step_744.pt
new file mode 100644
index 0000000000000000000000000000000000000000..06e7a28c0c8ea0adc5e580b90197e596659d4512
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_744.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:552cfeb364d40c19f7c21a90f60e084a0d1a337728d963398bf10d9253d18746
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_745.pt b/CIFAR2_32_bs64_ckpts/md_10/step_745.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6be127d154bac90fad297fe74da9cb6fec50b36c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_745.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3b9e3266a17c3c16c7fc75e144466c99e07cb940b57ec32d760b2af092b92ef
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_747.pt b/CIFAR2_32_bs64_ckpts/md_10/step_747.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f5c58fa3673d4c383ec7c6cf864dae5a2ed3863c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_747.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15078fff26b4d2bfe1c4dd3a13aaff878425eaba438b7d4d9db213bdff59965c
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_748.pt b/CIFAR2_32_bs64_ckpts/md_10/step_748.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c87a5fac6d19fa47563015f9c7c0684125d815be
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_748.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:959e542111f986ec18dc4475055d7cd4a92c95fac66acf0e272df24b448dca32
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_10/step_752.pt b/CIFAR2_32_bs64_ckpts/md_10/step_752.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4c2b2afa0cf3577e3f82f11677bb82300291075d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_10/step_752.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1c8dabf5988aca542b4d156ec9640b7c1400fb6e94b967ce00cff98353ce758
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1084.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1084.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fcf2165d0d6455f0539e11e62d6ac930db9465d5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1084.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14b123fe8983a52d7d811dfa9cc492d4e3723c453d5312365a4a090a1fb62c07
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1089.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1089.pt
new file mode 100644
index 0000000000000000000000000000000000000000..41cff707239dd0d52725395b2dec817d7f12f10d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1089.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0acf85102f7bd2ab3c8f8c33766594d3b6d0692f70aae28c995c05c3e986cd0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1091.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1091.pt
new file mode 100644
index 0000000000000000000000000000000000000000..97433f14a1177d0f1799d7985ffac88c9719d1ee
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1091.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9c345e480011d5da057f86c770e8af1c026b5356706c3cbb8a8c5b88c4893c0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1092.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1092.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d304879e24f277eae8418d6890fe6a519aa87eac
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1092.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96d3a49d789e9ece3854d087fbd6ae924f82daca2bbf55e240dc1845aa4498ea
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1093.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1093.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9ef74e869838f7aad91f8fec608d0f2692fed3e6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1093.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23197be6c586e99db57615b62e0f9cb0af572e70970a5ccea2a0543f4a855681
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1094.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1094.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3d7e0f817fe5654b0e5f976d5f610aa875e666a9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1094.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c8f6ac5f60063c33d36273f5ad0fa437e6ee69add0d3bb00a885765087fc2e5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1096.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1096.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c4db112191d647fa1600afc0bd7f26617f3c00ec
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1096.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87e7dba8d04ae1b6e53e2961c220db0ac431688a2d8f52d5876cb4170dfdf4d6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1097.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1097.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d314e5dc28414d7a075270f111a3b5821a4032ac
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1097.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e20256735853c7b6b66f6a10f92a96e93169fbdca84fe8325673ae01f3539005
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1098.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1098.pt
new file mode 100644
index 0000000000000000000000000000000000000000..03a285761aeb74ca6dba38c5bb1b9ce6d689d9b4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1098.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:351b30a86e6f01c6580e356a98b4dcb33ba800c3f4335fc0d7977ed0c0d2677b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1099.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1099.pt
new file mode 100644
index 0000000000000000000000000000000000000000..352908b74d2ada29f44d25390cd986475c5c7159
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1099.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85235fb54ec1f2ecc378c11753d11c2d06b3fb268f3f6538ad779cf43bad2c36
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_11/step_1101.pt b/CIFAR2_32_bs64_ckpts/md_11/step_1101.pt
new file mode 100644
index 0000000000000000000000000000000000000000..034e8044afc7947b8050017542592789897f5c34
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_11/step_1101.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e2c4e64f7ed2b7815d1bbed55f31ceff34b2d9916a865df799d43b83dd37a3e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_1979.pt b/CIFAR2_32_bs64_ckpts/md_13/step_1979.pt
new file mode 100644
index 0000000000000000000000000000000000000000..12b8e19cbe98ee1bec271b3d8e8931e9ce5e7443
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_1979.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c45ccefee7e3dc129d84cf286a4e1c491cbf37dda85bac751fd6576d01ee0f60
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_1980.pt b/CIFAR2_32_bs64_ckpts/md_13/step_1980.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7eb59bddbcaa2efbaa0c6c82f01fac380f7228f9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_1980.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e900be8a1467bdef3db77402ed2811faee5974600bfa57ac2f9c44a696a2e127
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_1982.pt b/CIFAR2_32_bs64_ckpts/md_13/step_1982.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b1852a90e1baeae28303f70334a8da33e4e87426
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_1982.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d03001e96bc79d2093a12d37a228cb7f9ebabf1d99b2252b0e6fd43bd5531b6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_1983.pt b/CIFAR2_32_bs64_ckpts/md_13/step_1983.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c9ae6227a6b4e10f9448f8d833b1781d7289a6d0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_1983.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f74efc0a7e2eb03a7af323318a469ffac6ad9b727ba83dc834ed0ca9ffebcf6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_1985.pt b/CIFAR2_32_bs64_ckpts/md_13/step_1985.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2812a02947b12a54c0885c138c916aeb9cc66655
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_1985.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:410ff6742f45431ee9579311de8d97d98e2db822972bfe80317668ba109c9a6e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_1986.pt b/CIFAR2_32_bs64_ckpts/md_13/step_1986.pt
new file mode 100644
index 0000000000000000000000000000000000000000..575b77038a45ffe2e196359d5ce9da4bbd73e9d3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_1986.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1657c8cdfb2997d260c424472af3248625e825c9736d35c1fee5a44ddc0a5409
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_1987.pt b/CIFAR2_32_bs64_ckpts/md_13/step_1987.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b08598d535e33590c3ae82998cc1a1a7e2ce782b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_1987.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67c29021d6bb4722a631efaf350c30bb6258340da399cd398c3b12676931a80c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_1988.pt b/CIFAR2_32_bs64_ckpts/md_13/step_1988.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c5f5d303c49b2b97c80717e180d5fd236bc308fe
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_1988.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea7c4d28a746f0a95bcdfa2a6271106ed1e656a523f22aea486ac4e7f990b4a9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_1989.pt b/CIFAR2_32_bs64_ckpts/md_13/step_1989.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c09a092b9428b39e7de2fb36a3cd002192264b4a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_1989.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d58b832bb1655221a493f2d6fe43bcbf350d54fa51cf81c0240b16839e78d24
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_1991.pt b/CIFAR2_32_bs64_ckpts/md_13/step_1991.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6afe08b4cb1149a739b3c24e0d9bd886631b3161
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_1991.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81cf554e5a344355a91e8d4ed976801e0c13ff8b20f3f380b52757c4c1059be0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_1992.pt b/CIFAR2_32_bs64_ckpts/md_13/step_1992.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7068108543f8c0b23bd82db40f4c9c6e5b216630
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_1992.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3eaa16e418d9a9e10e59fde65f696732fde02ea4472ab35236f0aec6d4013d9c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_1993.pt b/CIFAR2_32_bs64_ckpts/md_13/step_1993.pt
new file mode 100644
index 0000000000000000000000000000000000000000..585a7e56797e7106749c682b95b68cd1234a39a4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_1993.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee417973360be7f7bc711dc04b522eb6ce1c48d51c620c7e6f3a423fe0b16d19
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2329.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2329.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a1f4a2f94215f640242057e820be485288e65e39
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2329.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35fecc722c9f14ffa7830d06b89ea2457f2f9d2be41ee0913f5144352f7a1eb2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2330.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2330.pt
new file mode 100644
index 0000000000000000000000000000000000000000..72a0c8f19f0e101826e7604bfdc8890f177809df
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2330.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44a356e28920b901e3c7d1c08ad227670a5ba49ce0f117da5a2569e74d5931bd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_2331.pt b/CIFAR2_32_bs64_ckpts/md_3/step_2331.pt
new file mode 100644
index 0000000000000000000000000000000000000000..26c4949e83be80176c042655edaa55242e602c4b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_2331.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c97c55b5c1c18d9eb89a192c522d1b44dc68f717b3a2664dd6c04419c485a431
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3599.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3599.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e2b92f4f88c813ce7763db22f8a781d2ab86a699
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3599.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d12305ccfd2a0fc7b1e047e73d7ed9782fff4f60f9791299ead7e41728c48a58
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3624.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3624.pt
new file mode 100644
index 0000000000000000000000000000000000000000..75d291204b611c175c276569bbe007259933e6d5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3624.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f13cd030580a33564a8ca5c191e1b09bf0e51258a8483433fac3a29a1400c0ce
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3628.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3628.pt
new file mode 100644
index 0000000000000000000000000000000000000000..761639c0f03192d1907db98d386137c0d5ec55c0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3628.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96a3302c2c489a2701bbb94e24cbdd0673885642e93efa68ee8bda6c276f3521
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3630.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3630.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2272679c98044dd0cd41d6ade5cdb1a9f2010114
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3630.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0396647205e944b8822017ea353772cbb978a5493d6362857ef7318d73b5cdbb
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_65.pt b/CIFAR2_32_bs64_ckpts/md_4/step_65.pt
new file mode 100644
index 0000000000000000000000000000000000000000..94e70de05c9bb1b053fcb5f7ebeb6231b8ef1079
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_65.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d1cdd7b8347a5f601fcb741ebc1e39608773f7091813753c6a8666f91000519
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_87.pt b/CIFAR2_32_bs64_ckpts/md_4/step_87.pt
new file mode 100644
index 0000000000000000000000000000000000000000..33671ae0863cfa1c18953a618bee1ded8b2f0ba4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_87.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce0154cee4aa682e30557123bb5c6d9cdd69d4fc435765675338d0a8a6cff564
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_376.pt b/CIFAR2_32_bs64_ckpts/md_5/step_376.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4257824ef740acdc86646a2a81e16b95bb37cb09
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_376.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a13077ad42dd76c72fe676e8c5ea5883ba5c42159451710d7a09e5c17dc4813c
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_378.pt b/CIFAR2_32_bs64_ckpts/md_5/step_378.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2df9eaa60822fdc69255ef31198569f2ce607440
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_378.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c17911e4888d6e540ff489838ad4ecef21acc85353ed54f1a5123a505af635cd
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_379.pt b/CIFAR2_32_bs64_ckpts/md_5/step_379.pt
new file mode 100644
index 0000000000000000000000000000000000000000..de102fcde7ee582a0e3c36b587801bc25ec902b0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_379.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e42da9572df0afafc5bab8e94adb910812c581e18787da397074d3354b8823a8
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_380.pt b/CIFAR2_32_bs64_ckpts/md_5/step_380.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1748e8db47f27da010f11db6362d5d98d42fdaa0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_380.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:947ba31485d76894072e410208dd0be588a32b44b384acd24bfada98038c6a59
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_381.pt b/CIFAR2_32_bs64_ckpts/md_5/step_381.pt
new file mode 100644
index 0000000000000000000000000000000000000000..915d4671313549e3faf6edf699987b89b70c83b7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_381.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1a64e0cb38a96ef580a008bbc26273de61b1e5b21badb3f7fa89d4c2c96f3d5
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_382.pt b/CIFAR2_32_bs64_ckpts/md_5/step_382.pt
new file mode 100644
index 0000000000000000000000000000000000000000..15b457f46b2e7a8b65d3ce82c0367ba2557ac3cb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_382.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43ff1accc8f51d28d36770c6763c22a4aa2dcfa75535aeb4d7f9bc570f69f271
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_383.pt b/CIFAR2_32_bs64_ckpts/md_5/step_383.pt
new file mode 100644
index 0000000000000000000000000000000000000000..96ee158cae942241445630b476d03185749df538
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_383.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec3d759dfcab4c927f61ba8c17694bdd90666df46847c935f358efe0388454e8
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_384.pt b/CIFAR2_32_bs64_ckpts/md_5/step_384.pt
new file mode 100644
index 0000000000000000000000000000000000000000..aa347905038021c90801008ea779b037f3b35e46
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_384.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b335e86928ee8141c32311c5eb0e52f1ead2c078017585c3c0af03ddcc9ab51c
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_385.pt b/CIFAR2_32_bs64_ckpts/md_5/step_385.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b6e387cdb20e55c6bbe26aff1015f58ce85b264c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_385.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2aca247a513bd88afc76beaf7ef5b663a075d4779acaedfee811f67efff2e5e3
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_387.pt b/CIFAR2_32_bs64_ckpts/md_5/step_387.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e05391db4811fce7ffc0ed46c873f3d4a60c3e33
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_387.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9b69f730876ce6aec8f246238742ad2a0085ae6ec85512030bdad29423940ea
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_393.pt b/CIFAR2_32_bs64_ckpts/md_5/step_393.pt
new file mode 100644
index 0000000000000000000000000000000000000000..35605f8cf72ab8b459ee816b425b5acfa0dc13f6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_393.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ddf57c4cf456e51d4545b798aa90a17ef37985f0b94cec47cb35d4eb4b7bd17
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_394.pt b/CIFAR2_32_bs64_ckpts/md_5/step_394.pt
new file mode 100644
index 0000000000000000000000000000000000000000..68c032a9eb8f5c10a8c3d5ddf64aac8cdc6956ea
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_394.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b15b11800b51bb7dbcb9f76951d617d4cdc38d935ce90ab5d31d74ebf70b60a
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_395.pt b/CIFAR2_32_bs64_ckpts/md_5/step_395.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38be7ccdbd7047777521d51b3a9dfc4f1da57c9e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_395.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcb7dd160923757ea6a915897b41f0079d42a8605156c507f5aa68d7b5457c3e
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_396.pt b/CIFAR2_32_bs64_ckpts/md_5/step_396.pt
new file mode 100644
index 0000000000000000000000000000000000000000..648cfbaeb8a56fc1fa12252e3a7f9f455ecb963d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_396.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1dddaaad29c27b0461626e090de0a0bc72b4aa35fb232225a7dad53cf44e2232
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_397.pt b/CIFAR2_32_bs64_ckpts/md_5/step_397.pt
new file mode 100644
index 0000000000000000000000000000000000000000..13827d765c3b0a13562fabdd7979de4ea95e7130
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_397.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7798f1c8fc3fa8a890682ae405de0e7afdf5b77e624d91053f8dc043fc460652
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_398.pt b/CIFAR2_32_bs64_ckpts/md_5/step_398.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0c8a2b2b3e148292a39dfd06c91f7eb87a458857
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_398.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffa4a4a736a46d03668f5a39aea1ba4377251cd4ed6afce954ad08cea6770563
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_399.pt b/CIFAR2_32_bs64_ckpts/md_5/step_399.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0e7baeccbb2a00cb5685b4cd6539fa3486a64a18
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_399.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3d25ea011d8fd328ab00281500f96856509433ba12a3c211a276fc261bd8116
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_5/step_401.pt b/CIFAR2_32_bs64_ckpts/md_5/step_401.pt
new file mode 100644
index 0000000000000000000000000000000000000000..306309123da6e28e874ff408dfeaae2419ddc5af
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_5/step_401.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c240c56746c925d5d78777fd5e6bd9367d027c3106e384cbb72b950510cd3484
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_497.pt b/CIFAR2_32_bs64_ckpts/md_6/step_497.pt
new file mode 100644
index 0000000000000000000000000000000000000000..91b2c26bcd4c3d86d9cb1e5f27225f16c90800ff
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_497.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77e411702ab6e760e6627c7524839cc51817296b5ae30969afc805dfb959b972
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_501.pt b/CIFAR2_32_bs64_ckpts/md_6/step_501.pt
new file mode 100644
index 0000000000000000000000000000000000000000..64698849f6536458ae4912c01e834fbd15213b25
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_501.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:342ee2b1bc166f657c71e0f26cad87c33f76993e998353a0eec02996f8f1c1f5
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_519.pt b/CIFAR2_32_bs64_ckpts/md_6/step_519.pt
new file mode 100644
index 0000000000000000000000000000000000000000..27298beeb0b91a1b200af9a545fae036e9c2628a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_519.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5270b051870c59a6b38dcd63161a60a8000b2a590425f1b0bf5a5b0a0487d986
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_520.pt b/CIFAR2_32_bs64_ckpts/md_6/step_520.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5eff37effc50db6514264565d9829a6c23b14780
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_520.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0eaeb9f6782c944d0d4d95ef08f07cb75588e99ae8c92fe81ec239c4dfc4cff6
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_522.pt b/CIFAR2_32_bs64_ckpts/md_6/step_522.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2b53e88ba057ffb62a8a004b336b49aa9504d79e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_522.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19235497067feec9e3116dfd54b76075e237f523340c49ad101d6853138c9484
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3105.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3105.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d862b11e9b6f26ab2b459e31243b2700f2a73d68
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3105.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52feb4bc026338b53f43c9bf7e0ce0fc9a5b2adc16cb8134123b00084b22b52c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3106.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3106.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ba70429fa5bb821399522a7c8e5e0f306c7aa02c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3106.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a9c56a93889c9ab0492949e051d8c42ec412cfdf4b008511bafb9b505b8e9d4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3107.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3107.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cb93dd86608de78c88ab6d0bd06e4fa3fb46e292
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3107.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66fd0587607378d1ea5c7606b8af895ad72b685b0b0c2b6ef0a7762f3a3acda7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3108.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3108.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5ca1d9b892f1a6255a11107393d85c31ad467357
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3108.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b43b6ecbb6d34ba41e074732a8644fa86ba65abe8879ffd499dcdc785b8a12b9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3111.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3111.pt
new file mode 100644
index 0000000000000000000000000000000000000000..78c28f2f0280d8a36e5d168e0b99dd565a2528c0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3111.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f371b828cd4552a601326755291c95fc8554a34cb979c7e8a8e659f86633f640
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3112.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3112.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6831edee0f973af8f832369b7e45a852c6511f67
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3112.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd966d072bac4dc1c88ab2b1c84b29c6a417e187b04d68417f7ec8e87fc74e68
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3113.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3113.pt
new file mode 100644
index 0000000000000000000000000000000000000000..55244b2dd45c1ba8183002bc6766a7f8d49b7023
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3113.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9fb7b7c5ebde888a19f524c7202bdb71eae780eb32c3ac1e9a1618b58dbbafa7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3114.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3114.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c6e24a211e7ce3f027a14a049b26842efb9f0d2f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3114.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ba1189fae6762aa66f08e7e95732c457124fcb58f602f21d5a425c683ddb94b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3115.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3115.pt
new file mode 100644
index 0000000000000000000000000000000000000000..70f989449bff81454d18a41d671ada2693c8a56f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3115.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:532bc5ed48daa0914f7cf55963d98b14bb47de4b23abe4a59f508cee8229dd75
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3117.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3117.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e3c8b9bcf95f64d337cf6d5db98ae9c700db2aa1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3117.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8dc9dc72392202fe56873b37e48b8c7216c85c818e6d3c8d6bc48097714546bd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3118.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3118.pt
new file mode 100644
index 0000000000000000000000000000000000000000..263fdab4a2c951cfc78a05c158e793ddaaadd480
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3118.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a4dd3138f1c150cd4b57cc682e057ed1dbf0b5a62d3567820366fb7856bb7d9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3119.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3119.pt
new file mode 100644
index 0000000000000000000000000000000000000000..72b3f26d51fc6c294f13090384156281a641c54c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3119.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d019671cd872c11564e0dc9da0760a3197c3b72c735ab9155798dcdcff208cd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3120.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3120.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d39ff34046ef9e63bf02eadee267b83f750a9571
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3120.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2bd7640710fd93c439e91adf16d5a3fbf50ef6c9bb8dec3eda4acfa96dad61d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3121.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3121.pt
new file mode 100644
index 0000000000000000000000000000000000000000..86740e0a273d0b7a9061e286168a0daaf17138e8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3121.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41f6c95a089419ac3462fc74f874a52c8958447b3c0aeba14be468b21b15ee01
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3122.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3122.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e4a0bea67e20d004656553be4bc69cf46ea49c44
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3122.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d24f3295f31e73ecb4f11aae4d0d8e84d544d70cbaa6041b4f6250c006b9fb8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3123.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3123.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a6611604db940d298a068228c30a43936000b3a0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3123.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3185783ad653c40423aabfcb211a15299f167feba3b09bbd369d8742fdb47425
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3124.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3124.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1fe8b3806dbdcd072bc6e5d405c462c3683791d7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3124.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3247f203988f54cead207665cad73b1d887b918c53cf5198b3910c24d2ff452
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3125.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3125.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ba1526697d29ccce46e429eab24275348b58f375
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3125.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d92f91490541cc009a84e648b110a6d880d5cfdd5965dcda4f7aad300a4152e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3126.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3126.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e8a68601385caa3a0accb2de07680e381f3675cc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3126.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:074c8d9b39e54aba414bca5c36d2de736dd95293f69e8be42f40a2059174ce77
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3127.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3127.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0254d825c906b51a06fe63a9d40ec50c78b22326
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3127.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:706f84acf9c6cb09e72861ccbc4f66e886e2b2b9f68d4d2a922ffefeed196a44
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3128.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3128.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0ce960570b599281dbde4ee897ed735e7ca5c58a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3128.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22acc7a2010aa30cf9d414d4156c61601e3c90afb67caff088d8f33e62bf4b28
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3129.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3129.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1166c0a9651a3909e24b5ef27268e772d6500c62
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3129.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18b7d66a32f3dba7b9720eb195f1c67efb0886336e13bd24a8b0c008a1c13978
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3130.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3130.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9be6b3063871906ce49184d31daaffeba64d0feb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3130.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4da6f181fea7ede50247340ecc19786d5d94bd4e444ff677a78141b88e280b0d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3131.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3131.pt
new file mode 100644
index 0000000000000000000000000000000000000000..45261d7cb07126e6c74cc54afbb91afbf4f452a7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3131.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:686335e83bf1584bddf1371d358b2e9fbe12a820861f5d1742517f3c40fd0526
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3133.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3133.pt
new file mode 100644
index 0000000000000000000000000000000000000000..91e1191ac6716466c01e1118f8faca2a76a1ac67
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3133.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:333e9f5b2589a8b54e285f4a8b4078605f20dcc510f69bdb48d60f9b0ce68923
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3134.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3134.pt
new file mode 100644
index 0000000000000000000000000000000000000000..77393166226e71d98d312cb7405197e586d7d511
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3134.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c7f16abcb5a1c2021b1623d0aa9e91e705e352b33cecd4429b6b581406822b5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3135.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3135.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f9aacf6da5ebd0481153ab5bc9f816e414c6a299
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3135.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a068ebc1c534c2954a5e241d886c9d71edc5c0bb2f7efb852284350852143045
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3136.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3136.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6f3b30f99b052f274db7a6dfbad3fe0c5e2e5244
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3136.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0782f536771ebe0c043edf61730229b40fabec63eeefee0684ec0f7b67862955
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3137.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3137.pt
new file mode 100644
index 0000000000000000000000000000000000000000..99f1a2e3c1f76c120596f1f27f1773a6bb42faac
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3137.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d306160048f572bb388091252e09325daccc980655c6d4f552a74f786a84f396
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3138.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3138.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d6766435c7cac115df16a56d02b6f17ddd084fa7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3138.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fab495ea6cbc0ccde5494a9f98543b4bda90cc28c3c9401e255a1563c0bc57cc
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_7/step_3142.pt b/CIFAR2_32_bs64_ckpts/md_7/step_3142.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2c206d56af04fc5f5d9468cf9f4b30630a50d999
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_7/step_3142.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:703052a824cab4c55f5eabf23ab1ca35c0fa8be1b53e5ad5cdac8e325c476b78
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1114.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1114.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e57b984fc0aeafd5ff9e1f58ba51cd385505360a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1114.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:981551b00b80aabe5f9cd58db9a4f5c6e7ed61e5c6fccd58cd9f63795287f0f5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1117.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1117.pt
new file mode 100644
index 0000000000000000000000000000000000000000..713bf3aa72b55a042c2853c563ff35630183d6d5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1117.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d312cd8757ccb8e9434efdf5520c7056f19ed23ba9d12be774f445886ee40b71
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1118.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1118.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a4da2675eb03ac33116c85aeb23ceb0286d1f4bd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1118.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8203d1e18be822459dc49ea6abf057bf243c2cd032e9fc5f0920fd020bccffcd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1119.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1119.pt
new file mode 100644
index 0000000000000000000000000000000000000000..17eb729521694b88efe88d9c6bf90be503f5d38d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1119.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:092210b28bc98d9cd5204858b786effac128f15491980eb21512dfc52b254b60
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1120.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1120.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c6bb97359e227571c4a632de8148796b3e30769b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1120.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c78a739a0842ed107b78801c0a53d8d6d7a632bd44788595e988aa67901f9f50
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1122.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1122.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b4956e02d9046201da9c3f7e51312e778a6218c0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1122.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:534bf9a93c2d25c9c5231733477a855f4a155f3e615676a898faf3cbd8e1be66
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1123.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1123.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d55c290ea5e4e8758bf57da3a2f3ff58b521cf6c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1123.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36c98e4650b75a24fbc65c03fd085b64888d57e23900a9553bc764d7ca5ac4d8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1124.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1124.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a04073df45e73dbad584c284b2c67fd75bc7ebdd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1124.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cced79b95cf7961d58082bc4faf6a4e2fef27643fb6a338f2ac30a5f5f505b6b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1125.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1125.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8384d474f5b9634bb2f9a55a0f96f4a9d2b65189
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1125.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39b0e16566863351ed45a30c59704861987ab5e26b64655f34dbb0c56c8d7eb3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1126.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1126.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cf19f786781a4fb76a4dfc91317164747830094c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1126.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:364b5c6ee7ea0a71382c90b37c1332b8b043533005b3e500dc885d10e4f8ec7e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1127.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1127.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5faf7bd540afda2c77be0618c1e5f2c21a91fb24
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1127.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95f91135b31b459f8ff7dd30f554e785621b01ac6e0bcbf558973d7eb2bdbb5d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1128.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1128.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7b6cfa585ad793193813aa9c4a87df089910d798
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1128.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df6ef0ce628c94f914950e8b95112b45485c386ab5bce50761ef4df7e67ad0f8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1129.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1129.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cd680910fb7b377fec13e47bc984351c2965302e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1129.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db442f7c7e75b44a5ab2c5d99aa495d0cd6dc693e4f5a1248135bd00d390924f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1130.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1130.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3537e2572e1e820c87b24ca5b40d05a1efdcf10a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1130.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6d7776f4484c736b2ebf288d2b6b2d0953d01ae1212cbd2e9c028bc44d80ff2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1131.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1131.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6863940fa0b461e4c00361bd2644729eb517c5ce
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1131.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc7e66e6d2147e2eaaf053bac4139859639a93a27f7305013ce83f9a552a7ce4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1138.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1138.pt
new file mode 100644
index 0000000000000000000000000000000000000000..834db375c0fd4357a0848cd42dabb6127310ada6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1138.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ce54301243257ff2fe3560fd0b5049e150cf7da7dc344d86d2f9e1db049a3c6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1139.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1139.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e74e19d00bcc1d06c155ab4d11b3bb9532c7d453
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1139.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03c0940eb239352054bb3556f51c18f45923472ba8996538aebcea3c0570b737
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1140.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1140.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2215b07c1e7d63ab8e186fd919cd38e6c5123ce7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1140.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:705ddccb311b4a0cbf7342ac70efc799ebba346f2984da3cca5ab6656b84df83
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1142.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1142.pt
new file mode 100644
index 0000000000000000000000000000000000000000..33e6b1cdbffa3108284dff7f6838662c508bea76
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1142.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:915c42391ff023830748e1498d0ed83180b66c4c6300ebec56b5dfa2d10a3cf0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1143.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1143.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d5d746ff9d37133bbb75204f6b67a4d3860e20a5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1143.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:798a6c0a3ae1319ab7cc654ddc93300470e446011d0aff91939e3c6d3497c5b2
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1144.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1144.pt
new file mode 100644
index 0000000000000000000000000000000000000000..44c1e4cfb3f7bbbbb9b014488f1a50323830adcd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1144.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0ac83e822ed1680d456298f5f505f52bbf8e9673a916282820a0bfcdc872672
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1145.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1145.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dfa288e98cc3a1fbce930d7e3364c8929b47d816
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1145.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81c84ce302b931644f6f8900757885ac4edb45e0b534504d981b819fafa2226c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1146.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1146.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1f97fc2f51ecc9f644d5d1355f8445040c199a00
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1146.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0277e782355807e217d857256db4f888398e9968b97ee7b6acbdcc676ce09e7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_1147.pt b/CIFAR2_32_bs64_ckpts/md_8/step_1147.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ca3746d4a6aed211a520772f06f248af7a7c683f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_1147.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:480fe66ee21a6623b6c0dabf8e7d506767dd359cece00e1b6e0d534e1ce7dcca
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3011.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3011.pt
new file mode 100644
index 0000000000000000000000000000000000000000..829946f5ea6b104c16cd5b1c8cdff3306dcea59d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3011.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59d8f1c4c8f6dde2a7d669c850aa2c274a3c14a23bd9c92da17fd09dbb1d9439
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3012.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3012.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d3785682b454256f6f57461b0c584b0e96757742
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3012.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9469c55075061cb00551700e61987e78f45f3c77b88d67ffd47665a14747573
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3013.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3013.pt
new file mode 100644
index 0000000000000000000000000000000000000000..48f7bf3f18f7b2fceb78cc1881b15a90e3de93d8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3013.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe2c4912bde4ac3a902abf623a31f0ddc88f5cba5aedccad54c1f787ae77d498
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3014.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3014.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ebf4243dd6b999492e39cc14687f14e6875fabaf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3014.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75a0027b3c0bcaded435d44ba253f3f13245dec0d6d8d68bac2222a44fd83e0f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3015.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3015.pt
new file mode 100644
index 0000000000000000000000000000000000000000..baf3b0957ac1604f989a6754336c625a2d898f31
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3015.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74446d2da239c8260b9d942e3d8c653b05c2316356c508b9eb79461212ebd973
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3016.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3016.pt
new file mode 100644
index 0000000000000000000000000000000000000000..88a6977edf284dd718a4d9b713406ce90e28f508
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3016.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d58da13608e6b77a3a4316319127a95740f5dde03c562a351820021a2b5d9fe
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3021.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3021.pt
new file mode 100644
index 0000000000000000000000000000000000000000..18fb652342e383b1ad6284f58481970747eb16f5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3021.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:954ac7514a872fc85a73594c952129239d267a6ec9f2c09cf3d5bb644e6bfbc6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3022.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3022.pt
new file mode 100644
index 0000000000000000000000000000000000000000..603a6abc54711c427faa5038b6a729335df80a31
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3022.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d986ddad577892dea9c0e01627d19f5a85a53d031bf9b311041ffb7c7862b6c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3025.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3025.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e848c437acaf9587311ceb30ba8f438ee00c9396
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3025.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94022d5505d74928a117c360ae4d30de1e26ba1fdb786d5fbfb3ccbd53b8268b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3026.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3026.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c3fc5407ee7a945bca2e8b7dd49a050dbf014db4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3026.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad789cd837b0be8f5f54d6e69579d2c260c278dbea8b48f15df2a384cb61957a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3027.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3027.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3e79a489022d15631b5bd2ac34226a19763d2925
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3027.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f66c918d46dc245fb9e3100cb115239a232c393078d1cbf2ff04374e71ec4d2f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3028.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3028.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a88603c0987343ec86b5e60758e621c6e24dab75
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3028.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d78a67ed56a495b9160b68444825385ac54a36b483bc136f8d9ba25dcc33667
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3029.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3029.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0cd3cd306f7e8ed51bdbff833ba9ee45876d1697
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3029.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4d638e05f25db000bc4b74e7878605e94e3f818cc2c64926369c2f36cf52893
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3030.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3030.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b6d3c77ba2c97df7313098908610a60d2615ed6f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3030.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17ad5b0d1dd2ad265df8f05d915e097380c31ddffd725a2d048e0f9c9470c709
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3031.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3031.pt
new file mode 100644
index 0000000000000000000000000000000000000000..890e400d7af6524da58eb6067589c06965e38ce9
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3031.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37af4f2be4c4ad675d062c98c61833702052a7d812bad43b1b462aa90f6de084
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3033.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3033.pt
new file mode 100644
index 0000000000000000000000000000000000000000..212ad757708679c3a224b457d4d9968f583f859b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3033.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:648dee2602e371782525444fb9e2ef11c028d048ba3358dbc862d6470759cbfd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3034.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3034.pt
new file mode 100644
index 0000000000000000000000000000000000000000..558bba4814e22a598e4188f22b1dd4a04a5e264a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3034.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06391d320ce4d5919b34adc50d0f9671aaf57a429460bde7b1966006b51547a6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3035.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3035.pt
new file mode 100644
index 0000000000000000000000000000000000000000..193d461bdb991821632d340af8e1a6a80595a371
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3035.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdf19abeedfe9471b1055d3102d30c6ddb7183da98c13b31dc40d08b0aa206bd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3036.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3036.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fe24c81aa8ed47a4bc2c8872c04d9b207e5b9a0f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3036.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ddc5b7e882397dec3ddfd764c4625c4a68b1ded9c35b184cda66aadf23f881af
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3037.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3037.pt
new file mode 100644
index 0000000000000000000000000000000000000000..81c6c83e901cd6d53b58c8918f38b881634b8467
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3037.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15e689050c35c6483b955bab653af240d5a2674c732f12aca7cbc59c149e1d0a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_3040.pt b/CIFAR2_32_bs64_ckpts/md_8/step_3040.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cfa819fd930fc236174ec92e2498529a0eca3251
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_3040.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ac69c4f8c75174f567e5ddf707845889ccedf1c97e46c7c17931a22216d585c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1863.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1863.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0af9881222b65fde6bbb46b130670936966d868c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1863.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1105859b4035d84a00fc9ac68157944d8ebbcb70bc671598288e2da40430e529
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1864.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1864.pt
new file mode 100644
index 0000000000000000000000000000000000000000..024996044a7a4a16fe111451a782b1e9f9127c76
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1864.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6acebd33ecc166107869c0d132ea1150853aa6b678753c2e3675e1c0aed422d6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1866.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1866.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bae0827318e2753b9186b89e8ec66b2bbd5e62ac
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1866.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cd5aa162ed0ff65d402f7c21f5b53ff8509709ccfad8ad0aca2dd1374239cfe
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1867.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1867.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c52709776091ea78e95abf8e920521f14fcf2237
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1867.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65154a61c1b06dd1a43c1c6ae9adfbfe1b6a06ea68c2e72f5cccb72a8a5b7b18
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1868.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1868.pt
new file mode 100644
index 0000000000000000000000000000000000000000..029dec44e12af61f23f6f5b3157804a3f209c604
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1868.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d23bb6e1be7e513dcc8b904e6fa30d42580e0748d1b2d07764a561113c621a58
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1869.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1869.pt
new file mode 100644
index 0000000000000000000000000000000000000000..78a06a0bf79c5c0c088a98df0e84274772ce1e90
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1869.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:335b7175308556db1be961720e93e85f022af74f4ef71c389724adcf2f2d3e41
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1871.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1871.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fc5e75d77d225ee0e723f80c19f95898fa36360e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1871.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f06a891adb7243f8f4d20828ad71a903169be027150720ae326120a5def9b279
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1872.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1872.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3e41dd0964401dafb9b082d6069867b68d6cf52d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1872.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:351f9971a6d6ae49f7588a059e85bd1a6a0fcee1f30280f46695e6c34196e609
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1873.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1873.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6734d0fcfb8ef5b8b88992fa215175fbca27d310
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1873.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7588aad2da2fd949c45b816a5ff7f1d8462b874b495c6681a1e9ff1e99743657
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1874.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1874.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3ac2198b6feb9561e1e9ca4932ec374f15211933
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1874.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e5db016adfac32ccb1b89bc5b9671454a4164618e98d28f1aba1b79697235d9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1876.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1876.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b14309f0fe04bbebcec21c0b8ab250ff74410950
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1876.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d3ad37810e5b06023f9b0dfccde592cfd79607cda44545394ad4893ada8e6ca
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1883.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1883.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d291fa08f75402ccf29d6ab9ef2deae0dc5b0654
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1883.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e388772a7c14459bad0d3101b986470680e082d11266d9a1376c4ddafc6cf65e
+size 9126765