diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_1056.pt b/CIFAR2_32_bs128_ckpts/md_0/step_1056.pt
new file mode 100644
index 0000000000000000000000000000000000000000..93b87ed6aba9be435de638390495dbbabd098750
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_1056.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6341ccda1d97f44d12e5655482f8a74e9933a0ba84f18a2c5492fb8ed42d1f12
+size 9126765
diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_157.pt b/CIFAR2_32_bs128_ckpts/md_0/step_157.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d7594be24d1370515e9a8caee00c7cb6c10f1659
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_157.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f6253742cb04ae6183e4384fc69102a02f62a48b8c9f4aebb72c8bdc3893894
+size 9126712
diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_327.pt b/CIFAR2_32_bs128_ckpts/md_0/step_327.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bfac09dede6de30fa5591e8ab59c28e778bb06e0
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_327.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1f8b3ef73c93ff96bc5cd0c6c3b6c8eaf7d4e962ad0e8f391c3353fbf3e659b
+size 9126712
diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_332.pt b/CIFAR2_32_bs128_ckpts/md_0/step_332.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7a8d7f828e7583d3eb56233d760cf59bb1107558
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_332.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c426159192af4dcc0976fbab2a95929a408e6a38de4fade7c4f015413e8bc601
+size 9126712
diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_344.pt b/CIFAR2_32_bs128_ckpts/md_0/step_344.pt
new file mode 100644
index 0000000000000000000000000000000000000000..11482a371fc6f2b3286c5d484fcdcb6332f60963
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_344.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b402d26f1d52c4b371c37cc8421e749932767f3220237715aa25be56530d394
+size 9126712
diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_496.pt b/CIFAR2_32_bs128_ckpts/md_0/step_496.pt
new file mode 100644
index 0000000000000000000000000000000000000000..937481717c14fe68955a84ccab5ccb1fb81f8558
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_496.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b5ac205bb6555d2b8bfa1f68d729b30c9d48ac6125f61bcd04b2bfaa01fd4e1
+size 9126712
diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_701.pt b/CIFAR2_32_bs128_ckpts/md_0/step_701.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9148580774ee9e1eb7e4e8546e598c7c84b90fc3
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_701.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f81a4f5df64181f992779530737f252b0840b6a68db05b3a429af1a199af84fb
+size 9126712
diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_883.pt b/CIFAR2_32_bs128_ckpts/md_0/step_883.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3ba3cd6fa2003801e1681a671461708b6313663e
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_883.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44bacd0e39070bb5f997de6f59436e74d41a68e6cf88804c1a2eefc30b704295
+size 9126712
diff --git a/CIFAR2_32_bs128_ckpts/md_0/step_956.pt b/CIFAR2_32_bs128_ckpts/md_0/step_956.pt
new file mode 100644
index 0000000000000000000000000000000000000000..435993244a88ee1de7868c3512f636ea252d637f
--- /dev/null
+++ b/CIFAR2_32_bs128_ckpts/md_0/step_956.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:457e5b6dcc8e59657d003b950bdee5ab15511cc083f2e716f66a46c2a254984c
+size 9126712
diff --git a/CIFAR2_32_bs2048_ckpts/md_85/step_21.pt b/CIFAR2_32_bs2048_ckpts/md_85/step_21.pt
new file mode 100644
index 0000000000000000000000000000000000000000..150f976e6596856daeaa075926c51a9152dd4e49
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_85/step_21.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f13ce661b0df6ed9e39c7e977f3bd85a990c6952205ba9a20dbd909f4b5ad025
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_85/step_26.pt b/CIFAR2_32_bs2048_ckpts/md_85/step_26.pt
new file mode 100644
index 0000000000000000000000000000000000000000..587f850a7d06ccf246e883ead9e28336a70eb790
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_85/step_26.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cb172531c95c9d78dd548630dc574cfed46247472f6eb748eabc55d2dc1902e
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_85/step_27.pt b/CIFAR2_32_bs2048_ckpts/md_85/step_27.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8b09d4f9039296e47620804e6f8d30e98ecb102a
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_85/step_27.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:caf02ff62b3c1addc20cd5f87fa8c780dfd843637ab9dd6867e286c8e4f93031
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_85/step_31.pt b/CIFAR2_32_bs2048_ckpts/md_85/step_31.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f10d515e604747ac380df2adc36dcb7ff9ac933a
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_85/step_31.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12dd27119455140858311687dd978256d2de69fa7d7f3842270a1bfae5857f1f
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_85/step_32.pt b/CIFAR2_32_bs2048_ckpts/md_85/step_32.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0b78f6b9756e969591f9b0edc27544ffe103f7d9
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_85/step_32.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eacd7bb15a1a3efce52de7d3991e37a6bf113ab84e021163e366fe200e442a36
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_85/step_34.pt b/CIFAR2_32_bs2048_ckpts/md_85/step_34.pt
new file mode 100644
index 0000000000000000000000000000000000000000..73f0e678c3a4fbd68abcc44292f6128e69e1f826
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_85/step_34.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:734719cba99788ed009c5bfda57a21897031b53888bcf777517c7b416d7630ed
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_85/step_35.pt b/CIFAR2_32_bs2048_ckpts/md_85/step_35.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5ffe2291275a338fec1f673622c172a807d4b567
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_85/step_35.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e89ca001f4e6908bbc1a398bcf16abf861e8412f18aed54101097ed49c41639
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_85/step_36.pt b/CIFAR2_32_bs2048_ckpts/md_85/step_36.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3ecb0b432f12e5950b189242741e88c29f4c2fa7
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_85/step_36.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b22bc2976e1e3fe0933314bce4424f205eee029d597bfa963e1bf9838970c5e8
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_85/step_37.pt b/CIFAR2_32_bs2048_ckpts/md_85/step_37.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2b0ed12abcd445ff944cc394752f97acd59943ad
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_85/step_37.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1aa7ef8dff2fdd28f78b659466be0d5e946d40f5f6baf73be5a0c30737d0bcb6
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_85/step_39.pt b/CIFAR2_32_bs2048_ckpts/md_85/step_39.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5fad634dca7d81bb2f647023dc8c08446d522d38
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_85/step_39.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0fbd2ce31d0a27c5ad9b6e25d447ebfb2bd8ffa236f1ab343eb1e4c9e63722e4
+size 9126211
diff --git a/CIFAR2_32_bs2048_ckpts/md_85/step_45.pt b/CIFAR2_32_bs2048_ckpts/md_85/step_45.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d6ce125d008ef7402193d631d0424528c82e2f6d
--- /dev/null
+++ b/CIFAR2_32_bs2048_ckpts/md_85/step_45.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8b1942cc3ebc3e531134798045ae21e0d79247d0f2d81daf0496015fbdd0718
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_11/step_91.pt b/CIFAR2_32_bs512_ckpts/md_11/step_91.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7e737d2d5d3487e5cfb826882bfad98b41f0257e
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_11/step_91.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1504c933e458d3902746d4311a6fd8ed5dfe2d15adb725ab27fd4463d132b6a
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_12/step_303.pt b/CIFAR2_32_bs512_ckpts/md_12/step_303.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ac22a43d346b773f23450a329a994a794d613801
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_12/step_303.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23c57b4b9191f59b78e72fa3e1dea9eecefc310b945d3e2b1a0d3c8c583dc794
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_12/step_62.pt b/CIFAR2_32_bs512_ckpts/md_12/step_62.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c214a973aa7596c71605ba6742b2ec1ab573bca0
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_12/step_62.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b57ca658b2a916e231ebce787d4c89ef7c8c1acfae128bf9e8786077c544a48
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_12/step_98.pt b/CIFAR2_32_bs512_ckpts/md_12/step_98.pt
new file mode 100644
index 0000000000000000000000000000000000000000..16e10953d47c35b6217144a9825c698cb18ac334
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_12/step_98.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:073020ff45df686b73b991eedc8d4289e4d5ff5f586a22f38ac57704063cd784
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_13/step_104.pt b/CIFAR2_32_bs512_ckpts/md_13/step_104.pt
new file mode 100644
index 0000000000000000000000000000000000000000..45ee98b5e71314d7ab148decd184563aee6c9a4d
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_13/step_104.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:360fb8d4d5c54a5aed84ceeb7cbbd86f0c29a49eca369db8474d97f8840f7ff9
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_13/step_298.pt b/CIFAR2_32_bs512_ckpts/md_13/step_298.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c3d7ebce391c22ff4a282ac0f570efbf574f679d
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_13/step_298.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9eeb38169e425c5008b3e05c026b455e5a7eae4980b29c7478e9fddbb7c31606
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_13/step_337.pt b/CIFAR2_32_bs512_ckpts/md_13/step_337.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9506bd58fe392e6f81e1bc299e7da70d9e40ab62
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_13/step_337.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:565526ed47308f71402fe63475f39cbb36973b4a34bd8222debef6e574b9bc99
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_14/step_15.pt b/CIFAR2_32_bs512_ckpts/md_14/step_15.pt
new file mode 100644
index 0000000000000000000000000000000000000000..519b6ab417974625f2817177fc5e23406a01dd7e
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_14/step_15.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4df587bee1cdf003fe118b22f100a71d4bd8e7cb087bd62c6e119fe3574b2766
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_14/step_223.pt b/CIFAR2_32_bs512_ckpts/md_14/step_223.pt
new file mode 100644
index 0000000000000000000000000000000000000000..63a826e00fe5dc98e3dee4af402b9bf0b362b7e0
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_14/step_223.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18332c2f40c0dd076fae93c527eb5ad67f3de9f75a7e7e10df555e5edded3e4d
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_14/step_349.pt b/CIFAR2_32_bs512_ckpts/md_14/step_349.pt
new file mode 100644
index 0000000000000000000000000000000000000000..db9f230024dc26eeb7de593dfeab71b12ecb4513
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_14/step_349.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06d93bb47843622b7c6e01dce671b623f6d7c0bca227f76d955e6d1e85f8903a
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_14/step_53.pt b/CIFAR2_32_bs512_ckpts/md_14/step_53.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8f83e5732f56665be23abac64a964fca9ab8e185
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_14/step_53.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72358d7e2df84193fbe97d4b0b89a474611942124f246034356040a88b2ffd62
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_15/step_206.pt b/CIFAR2_32_bs512_ckpts/md_15/step_206.pt
new file mode 100644
index 0000000000000000000000000000000000000000..40a62f7f1920e83745a0912e09dae8017d41f3fe
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_15/step_206.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:013340967606809aade734e19e51ba5bdd485033fe656c455e3cff5d0fe6d369
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_16/step_153.pt b/CIFAR2_32_bs512_ckpts/md_16/step_153.pt
new file mode 100644
index 0000000000000000000000000000000000000000..34c235e23202bcc3aa82b2256694c5cafa9a4618
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_16/step_153.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd52b091b5743db53a262595fb7ad99d7fe28a9c1273301ae448991191848d0c
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_16/step_380.pt b/CIFAR2_32_bs512_ckpts/md_16/step_380.pt
new file mode 100644
index 0000000000000000000000000000000000000000..969e993e16832f224488d55d9fca6acbe4859c3d
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_16/step_380.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46383e95f29a41c4773a947a64a82c8ab67ae010474d8cbe4d8ff6d1fe4eaefe
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_16/step_470.pt b/CIFAR2_32_bs512_ckpts/md_16/step_470.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cc1324f2a3be702e89a80fe27efd84571c9013dd
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_16/step_470.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a669442b17622819777b86dfa273c6c79f016a9f32a396802b36461ddbeed9c
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_17/step_46.pt b/CIFAR2_32_bs512_ckpts/md_17/step_46.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3d48cdbe8e85164504ef7a6d42f68b58aeba65c0
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_17/step_46.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1004672cc7129cb9ac3326d75db70fa19c6b397066c782d4bc27bd3b627c2620
+size 9126211
diff --git a/CIFAR2_32_bs512_ckpts/md_19/final.pt b/CIFAR2_32_bs512_ckpts/md_19/final.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1fca89034d1bbb316c666b3e3b94b693beb412e9
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_19/final.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbb298e9d9ba610a0f166fb99554bf496b788edad056707cae67513bd125c238
+size 9123929
diff --git a/CIFAR2_32_bs512_ckpts/md_19/step_408.pt b/CIFAR2_32_bs512_ckpts/md_19/step_408.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b58e0e3ce933a1f6b628bb9c35b0f0d285d2ccf7
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_19/step_408.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a06dcb2895f5682984db993fffe85d855786b362e1f84e13e6a693a96c6c2d8
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_19/step_424.pt b/CIFAR2_32_bs512_ckpts/md_19/step_424.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bac0778e9e9d099179c508ece6f364a0d8aa1ec6
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_19/step_424.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3df7c98a148c0817416cb3610c507c6f8ea5b8a2e6b1071e5f079162a95d1ec8
+size 9126712
diff --git a/CIFAR2_32_bs512_ckpts/md_19/step_91.pt b/CIFAR2_32_bs512_ckpts/md_19/step_91.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3c43b0e531ca20baee490495696e697779fdae60
--- /dev/null
+++ b/CIFAR2_32_bs512_ckpts/md_19/step_91.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87946d66c1ad669c3176c462d1d2069246e5876ba4ebfd68075f4afe1af22594
+size 9126211
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_514.pt b/CIFAR2_32_bs64_ckpts/md_13/step_514.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0b50b0f9ca73d581d87dff4f2f8c3e95a1a014d7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_514.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:008113f24f530f88f446f74d6e5914bbac11dd40146e72244e1afd15e8afb0fe
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_515.pt b/CIFAR2_32_bs64_ckpts/md_13/step_515.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4bb18d5a5bf2c78d8ec85a3623361c6dd694b052
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_515.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18c982e98010db53ed7ae22917fea677fd5258801f426ba51ca4227d74d4a43d
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_516.pt b/CIFAR2_32_bs64_ckpts/md_13/step_516.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c619e87f25143231500415946b24f35f1449b02f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_516.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bab0b39b07d640fd2d548dba8be79cc0511cc7f583bc74a480b6347db77efe04
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_517.pt b/CIFAR2_32_bs64_ckpts/md_13/step_517.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c20cb6e192eb22b0111b6ed26ddf92e609a8b0a0
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_517.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ce4eb2c3a4a7e055fd14a1f2f1efede05377edbc9fbf38cbec507b6f7fb90f3
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_518.pt b/CIFAR2_32_bs64_ckpts/md_13/step_518.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0a7328341e34da34b53815cc4fc8981441b21af5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_518.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:292a11ea98454d73c9a8ddc6c3de7b5b10f1094c005951c0d6ead3112ea9279c
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_519.pt b/CIFAR2_32_bs64_ckpts/md_13/step_519.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2ad1948f63331fa7cf7337ba7c7aec72c9a78ddb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_519.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af809afac49a0b78207d4578b3b705fe06c63e0bb8083a618ceaa8324d6b63cb
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_520.pt b/CIFAR2_32_bs64_ckpts/md_13/step_520.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d539d55f6cb6135b100ea5156220d4f7d85d6122
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_520.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2033a1ea2f4a420de434954d0bd1e606fc5edc3b7f5b8796cb536f35d9d09bc1
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_521.pt b/CIFAR2_32_bs64_ckpts/md_13/step_521.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a3b6873dedacb34540db30941da4a84890afb717
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_521.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a90c7d2e6845ba10a566c9cc213bb4194b4753a2261dec7df07178cd5fe183d
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_522.pt b/CIFAR2_32_bs64_ckpts/md_13/step_522.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a1baf23434236774714d70ed1dccef8999e8ee41
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_522.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df1e8188a46943fb715185f2f74583a7976da4a7ac114eba93bbfb1a13cd8781
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_528.pt b/CIFAR2_32_bs64_ckpts/md_13/step_528.pt
new file mode 100644
index 0000000000000000000000000000000000000000..015a6772645aa40b6649ddda1d88e9fa6f53746d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_528.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9af55e8fd76a276935e2b0ee4dfceff79627706783b61e075390859739e3f42
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_529.pt b/CIFAR2_32_bs64_ckpts/md_13/step_529.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3c9f89f73832421ef0f4389ddc280e257f713cc8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_529.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10ecce7dd658a2d6dd386ca463cdf79b84afddc257d7f1d48cb2b2882b54d74f
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_530.pt b/CIFAR2_32_bs64_ckpts/md_13/step_530.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38bd3fe59681a83b0e6aea6466bede864604b6f4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_530.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0e5bd9df1e9b8fcba9e597de3a03544ae80452ce2917c72167d44340aeddbac
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_531.pt b/CIFAR2_32_bs64_ckpts/md_13/step_531.pt
new file mode 100644
index 0000000000000000000000000000000000000000..05f74f4e2cb8e35710da8551b778c90c40a654d6
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_531.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cec31375ebad9899306e9146c631dbce283dc6d6922cfa0ca3fa2699f0d2344
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_532.pt b/CIFAR2_32_bs64_ckpts/md_13/step_532.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a0da287b58f086887b8a82815f2d355611a35e9c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_532.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a21f5f1d290ecf2524870c4036d97bf8a4351bb7dc5eb1e7bd045d64a7e02523
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_533.pt b/CIFAR2_32_bs64_ckpts/md_13/step_533.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5706f0b6791d27f8e9472ac7961df71551903b33
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_533.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f05d899a47cc2497a9b8a59e75774b53a62252f8beb4214879f8c63ab7e004c7
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_13/step_535.pt b/CIFAR2_32_bs64_ckpts/md_13/step_535.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c46d3be44ee0df4124ac5f321b25a7ce1e9bc7b7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_13/step_535.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aee26eb6dcbaeb48c3dad9325870b2719b5f923a1e65e46a00638b2553984c1b
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2478.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2478.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a31c69a3caa8fa5a190ec9bf39239be3b7867052
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2478.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:badccff9f3699418ef7c0ef30cf900227f6ba6ecb4a5202bdb47032200e2ba59
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2479.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2479.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e9364c98b17ff85ba830091a97f51f30830211c5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2479.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d923d602f80ddcb05c556bebcaa70268d1a387229c0d201ef4ae3e358b107823
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2481.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2481.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6d97e7839444e70d47afa82cc197022311b793ae
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2481.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00306b9fea2c71d831c1ad1fbd6fb9d0bd53a47ba47e8cc8f4ff26919873d092
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2482.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2482.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3b5c911f8fa72a949f9011512e6c85778ba9ca27
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2482.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a718bb2290df856e1e27cc30e464b68fec3a5c96fb38569a2aa3e1d1fa8011f4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2484.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2484.pt
new file mode 100644
index 0000000000000000000000000000000000000000..58e6d5642ecd214523e1f19e47291311fb1091cd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2484.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce8798d1e406f6089f49f8359d4aa8caa7754e67b85fdbb7f711e4a83bd81768
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2485.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2485.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e4fe0466da91152330f7c6ee78c4cf2f77238684
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2485.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7912c9e2e14648138749a3c2be65f6686d03ed53572f6960966cfabb070927ca
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2486.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2486.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5573309cad655e17b965f526ae6bec0fc29c8fd5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2486.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bef7581563e7ed59e4a0d9646a340ed4d6d2bfea1fe79bacc5951757b06b8917
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2487.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2487.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f825642cd9850c0347ebf4de89519f159e3f7219
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2487.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d07da99ae68e7508d7f10b08cdb037b48f2269882fe88eed33e1e80d93a2522
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2489.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2489.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6f845962ec3145c6fda76819615f9325e2a3f93b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2489.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df1a51a820816d4984c9c4b600b17c393f2e8db4d5ba618b33a159ae69b44d36
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2490.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2490.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ede8b1a61847c1215e12eaa020288b1faa8ccdf8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2490.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d7b234244cea9acf09eea6cbb86955f211c8a3b6b834a32556831dad93608f1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2491.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2491.pt
new file mode 100644
index 0000000000000000000000000000000000000000..96026c305aed525967cb6c7e2913907471e81c93
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2491.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ac2df8fbfef97ad3120f6bf171efb71549eb3106d0f5936ba22fa90f7243dc5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2492.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2492.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9409626de79e7b6525fc2b9ec48e2fd37985b86e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2492.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05073cc360356c60f1996dc80f63ad7d4b0bdc0b5c4f5e9c9cdeecd9b134c8d4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2493.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2493.pt
new file mode 100644
index 0000000000000000000000000000000000000000..16b8d3278bb1815f3aac32ebf19ef2503b1e62fc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2493.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcb27d72b42675ae53098ac4e5b381202506a315f600d463976725cc62f09b4c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2494.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2494.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dfb6a69bfe7eec32e537a27b4924020ed74c2848
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2494.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ad61bcc1eab40c8b18fc9a2ad9c9e972408147b5c5efaf06eb222a9b3fafab8
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2496.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2496.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7db85d7c11aa389dc190d8b06e42d9ac87f01a89
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2496.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e7baa0c2ee61635ecc01d7320021c9bf16b203899ca2a823a3f6757edf5a6f3
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_16/step_2497.pt b/CIFAR2_32_bs64_ckpts/md_16/step_2497.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c472a92179ec31256eeb406b8581815349517044
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_16/step_2497.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdd4b995fe8121c6a2515d1af6e8a9dde2a01cafc96c616a259767f86af93247
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3478.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3478.pt
new file mode 100644
index 0000000000000000000000000000000000000000..23d1570c17142d4b8c197986f4675ec1cb7af0d3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3478.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ede6b0817c341a7b0ce72a419afcf8879aadd1b9c22e42db9f10ff05c13945ab
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3500.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3500.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c785e29281efc93c6aca7abbd3772b64eab3e09d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3500.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9206d60302004dcb7f9e57c23c23ad3dd1e1005a53a4f87b868bb0ec3a17c7bd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3502.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3502.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4672773597336604bfc2cf980045cba0f900a413
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3502.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50d03f55c16d2046576bc02222b80c9d4420ac15b25e72902804e60e0e9c5260
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3506.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3506.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7c98a9d5cd75ccf024647fb382c60e36f92ea8cb
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3506.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10eaeb66ba146507d7d6591b56ff1845e1ccad0122e1a6e04749c2611978b0b5
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3507.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3507.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a380fe2c443ba05fa77f1270ac140714045a7711
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3507.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4b916767b9a8e91087dc76172e6e028c69cc4890ae53a1e07774c646a3ff8b9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3508.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3508.pt
new file mode 100644
index 0000000000000000000000000000000000000000..936fb1b2b766bfadb4d9c1862d6d66724fbc8a71
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3508.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1304ce452ca8ba132f92fc41317b087f7793cfef4324208507536c92348f4b9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3509.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3509.pt
new file mode 100644
index 0000000000000000000000000000000000000000..49218a9d4d127f94096d4e72b75217554434e8e3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3509.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9200d0cd63e55a13387151ace705442252ed6990e23a89f22ae0d001ef19286
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3510.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3510.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f4766dfc4ab2095eee2eaa27207fd5428419446d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3510.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2af6f70b42376c31f27b0dd0f97ab54a74793da7d9dc739b475323cc8936f6f1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3511.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3511.pt
new file mode 100644
index 0000000000000000000000000000000000000000..05590fe7262590a70287f33a98af95a1660d6df8
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3511.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36ed968bcd3c596019030b8111230c279ba1fe9e47ae7e02f2100dd6e116cb9f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3512.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3512.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a2efcf8eaea2195297d4e60f3f8bef0ad903227e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3512.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:637578a63c1bf787425bcb7e4537cb13f29a6ae1edaec9304d305cda190bbc6b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3513.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3513.pt
new file mode 100644
index 0000000000000000000000000000000000000000..37acb5346c166de81c9500ab749d1b3109fa14ee
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3513.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42b081766f2e947c2500978665d33f9c06aefdf9c7ccccd60b4f6924ea6dd55e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3532.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3532.pt
new file mode 100644
index 0000000000000000000000000000000000000000..419c5ad2d8a952b1e28f534a79e72a8d53a6b98b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3532.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff735b33b0844f4e098fd1862a0aaa9d719cd8674c0b58bf78e7884529a44bd4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_17/step_3535.pt b/CIFAR2_32_bs64_ckpts/md_17/step_3535.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0d3876059a30a235aea93e64fa36d3aa33717c78
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_17/step_3535.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:597728531b9cef850db3c3ee154f556d82e3931ec524c1478736726c912d64e4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3211.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3211.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7a59d052073ecdb46516bf4e376522319afd1f40
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3211.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7bd832949e23805688245cc46d6378e3e8657eca49999e301216cf3545be0f6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3214.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3214.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9b70042e96a3b06d50804641afb0f8fb8072d464
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3214.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03b3a4de168604623e11cc40415f15d6236aac9ead22b20257974f4238c4da60
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3219.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3219.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e4d4ffaf124aa85ff7b5e1c0ff42d4979a62916b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3219.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:339358a3108efab51a8e00eb986a4826e8760948dca2dc2dbf756aee0f139102
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3220.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3220.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4a7ae0099f8874d6036679349ca5d6b89b0ae6dc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3220.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cf7bf0e9c5ed2f74b09e3fdb11812c7a01be7d99b233b0a1fb96581de29ae57
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3226.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3226.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cca7d492cc1579916e80f18de704665b8b92c676
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3226.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81a3d6773770d8cffb7780665f854ef950548636f4de3f469f8dd4156a17d1b7
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_3/step_3227.pt b/CIFAR2_32_bs64_ckpts/md_3/step_3227.pt
new file mode 100644
index 0000000000000000000000000000000000000000..569f4c6e0596bcc37260e3c2dd2582b76f25e34b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_3/step_3227.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0848394d3c18ade288408f27f020d7d8a8cd4e8df33de10be46389ec6ad108b6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1369.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1369.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5a410ee0b2079b17a0886b305dddaa64a21e5847
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1369.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e99516ae0d31b4e8d9a2b6eeb30446c1a27b379d022d0a229d27c9d77c250254
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1383.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1383.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3596a61a35a02922c5e9349d891e3b7e4a2727ff
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1383.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70ccfaddaf2e7922e96f41f380b7d86b09209191a76d209c3a90313e48a89007
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1384.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1384.pt
new file mode 100644
index 0000000000000000000000000000000000000000..52f118c893fcb7b9b61771d46a9e051627bd683e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1384.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92bc50fd73fd7bb24ecd9b5cd3ec2b2daea6b570561b614d759f6764e53b8114
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1386.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1386.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1c03e92964bae4a38091c82d2679baa77134954b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1386.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c6962b658be96d580e0f10641040a91cc819de5205764ef973995b12ec8b656
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1387.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1387.pt
new file mode 100644
index 0000000000000000000000000000000000000000..17eacbb48b4288c0429d7c4d1c8f249ea5a5e4a1
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1387.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9b63c30925a8c262d5acf01e8811f051a558d90a0344cb5d530d2f40909f83a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1389.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1389.pt
new file mode 100644
index 0000000000000000000000000000000000000000..92d2c46981e5993d8784d82eec1e9fbd8e6a3d7f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1389.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7cabc2916647311a5a66e0d6233178bfa86e0ee7d065528aa7f0daeb598564ae
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1390.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1390.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a5aa857974cb4ab031efd59a9825f375e6c7075c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1390.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2db78475566265b4ed7e8b470a525b99677be5b1c35480c75bcad44b19abcd80
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_1391.pt b/CIFAR2_32_bs64_ckpts/md_4/step_1391.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d567a350bca02e38acd8149cc3d522dbe50316bf
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_1391.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8650d2206d1105b6f3f47e3c174c3201a03343736cd2006bbdb88512f61c4eda
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3050.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3050.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b3975001c768e9bcf518baaabe33ee730ccd9992
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3050.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:092e84aabdc92107f4f648ad22847cddea1a8c925b56771811f1bb5166cc837e
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3051.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3051.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4aa7ca8195b49d732c08ccc5c320b3667e84b72d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3051.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f757a68eab0b89966702244a4c854292851e8bea009bf3d76dba312b7d69424
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3052.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3052.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d6664b5b35b780bb3af2ec4480480442bf25855d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3052.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7de8fd9d3c3236ba494ae85a49e53d3817d4f5a9b311026b8697ab53b403d52b
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3053.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3053.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0ddbb3014f7df70c704974e83e4334ed980d08ff
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3053.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8cd0576e574c5f3e5b75df70089f0a01b0db54b7a7a85d80d2228eb7ee1c4664
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3054.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3054.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c62a2db18a62bfab7f51359c60f9c357a9edbec4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3054.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf84575dc406e84c3d0b004811c292f7ccd58c685cbf4ff4cefa9c8e430a4d72
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3056.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3056.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6829c2bd030a1fe807a627b80f74558a8fb7bf04
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3056.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b47598a0997c80864175b2198731853659185a8f43bb6f14527d5cb22ebc87f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_4/step_3062.pt b/CIFAR2_32_bs64_ckpts/md_4/step_3062.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8c7d47aca02f9a58e02c051f6f51c9aa39b4fba3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_4/step_3062.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4cd754fcd284fcaee56a3d12b851d8c37a225726297f7ac14a85034ec741066f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_192.pt b/CIFAR2_32_bs64_ckpts/md_6/step_192.pt
new file mode 100644
index 0000000000000000000000000000000000000000..536c45c3ab73a19c57933445e166f4436701553e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_192.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4fb69aa0f2e1fdb8ead1817f6717690580e01f6a92409721312e93c3e4313d16
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_193.pt b/CIFAR2_32_bs64_ckpts/md_6/step_193.pt
new file mode 100644
index 0000000000000000000000000000000000000000..141e7882b729530fe522ad6c5394c4c1b4ba7068
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_193.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:064c6ca995cdbc1ec54272d58d1fea4c3169d430711221b4265233ebeb9948f7
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_195.pt b/CIFAR2_32_bs64_ckpts/md_6/step_195.pt
new file mode 100644
index 0000000000000000000000000000000000000000..be6299488be0a42b2addab3e9dcce881c6d87df4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_195.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67d432aaadb3bd57d19feead0696be0886092ff4b31fd29e61c09391a14eee8f
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_197.pt b/CIFAR2_32_bs64_ckpts/md_6/step_197.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ff821d2eb6e43bc2365adab0dca46d12f705b660
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_197.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2e5b8f8ad40c465b7e309867cf917aefd042ee4750fed99d3fe86314ebb4e1e
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_199.pt b/CIFAR2_32_bs64_ckpts/md_6/step_199.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c80901d4f14002f5d4a49af49c25b993703a40af
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_199.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdc4024758ba91227fe010bc7db970e081023011c3d27bf7e63e1b15c0e8c286
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_203.pt b/CIFAR2_32_bs64_ckpts/md_6/step_203.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2cbfb580c8241064d4de5444cd7741a8c4231d32
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_203.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0e6bc6cb7ac01e1fea24f984035eaf9b97321cdaebeaaa4c8aa26c2bbd191d2
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_206.pt b/CIFAR2_32_bs64_ckpts/md_6/step_206.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c639eea2ed526d70997e785e2363103335794b22
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_206.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:315ab2df464e9da0a7abc3f750b369ee90b162d310d3a1e351964875778f8c87
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_207.pt b/CIFAR2_32_bs64_ckpts/md_6/step_207.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4005221691614a700b2893d080f3fac30918797c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_207.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad4869e735cd4becb549aaba6987795a90d6ee5f206cc8bbe02a210fefaba360
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_208.pt b/CIFAR2_32_bs64_ckpts/md_6/step_208.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ef044b23399da05d9bcbb4cd76f9c36866a10c5e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_208.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91a7c96620ed3de4e3b3c318154869615c045ae7e47990e11b9170c5516e0fe3
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_209.pt b/CIFAR2_32_bs64_ckpts/md_6/step_209.pt
new file mode 100644
index 0000000000000000000000000000000000000000..412819fc58fea7fe92191f532695d0c54aff29a5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_209.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e30b33f57db6f14bbc4e88a2bcfcd14e973c55d91f3ef0b3dde859cdd807f5e9
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_211.pt b/CIFAR2_32_bs64_ckpts/md_6/step_211.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7b2a6d32d12b9c764460637612b4cef19d67e958
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_211.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d3bb31c3af919f1fe8dbaaa67df612544d13c6635d1eed1b9227ac98e3813bf
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_6/step_225.pt b/CIFAR2_32_bs64_ckpts/md_6/step_225.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9f07e232616c75b72a03ef5c1fb928f97d95cacc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_6/step_225.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:221bf9913a61a6d7025aaac881874b867cdd9dc5978ad187e93bcf8b32644398
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2480.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2480.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ebb2ec00b57e910feb019c9c6620aa22c08d718b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2480.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2c0b1a4bff618b0a40221a24b83ea95a99bb2e1939bd36129be77ead1340a0a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2481.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2481.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f31dd14a468537fcab2103c465ebd05324a4266c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2481.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc3c6cd0784e3052fe4ad8dda1f2f9ded3742b2dd491b76f897b42391324cb78
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2485.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2485.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ccdc751cd845397b7bb374efbdaa2096a8ac988c
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2485.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0db3c08fc23f6cf11cbb8caad0b46dc4135eb2d3d98b9c986c66d40dc71199f6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2486.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2486.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8c6fe7a159a3772598cc168489e67e438d74a4b3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2486.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02b6b7ed1f9b33a49dec70a27ca6243944021693796e386278e2f8036e84a4cc
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2487.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2487.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a148b7d06692de6e45dd76ba6bef37d60c5b48af
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2487.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00b48941dde83426dba625cd78e061062382249d069d21589242b9ca9725bd3a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2488.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2488.pt
new file mode 100644
index 0000000000000000000000000000000000000000..518b0275467e25fc70a323d851cf4f0c2b684b5d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2488.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0500d5f0272129b7624b078acadf498872d3676ca5dceedbb9f955839bcb48a0
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2489.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2489.pt
new file mode 100644
index 0000000000000000000000000000000000000000..74652e2bc5d35450cda1abab83f8e6121e9e1285
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2489.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c5f09e66465e226e1c58d8066a16485853923973ad48dccb418d759216bb6ff
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2490.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2490.pt
new file mode 100644
index 0000000000000000000000000000000000000000..03d4eec6c655d5e1d6b4326056107025a0a75acd
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2490.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63c0cf9fd3464b8c80292a7506886acddba3f6ab6ef6ddaa7e4a6df7a875fdf1
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2491.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2491.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6319f06cfc79b03c04f0c0feb182e735d050ea92
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2491.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3835f789def5075c86aa975135d8c99c99015fe138b4bde2e3a7637c157f0028
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2492.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2492.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8b01b9abdb26b36e31dd2778fffa27532f7470fc
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2492.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b5c23ae7737dceb267c9746c63dba5d0fbfba74b7c57fd0dea9933455d788a6
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2493.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2493.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fb3a15079eac58828dfcaf6345d009cb307fd6e2
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2493.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:936d9d2bc96f546f565faf85e0fdb3c6371035fced5b725e7e85879c3ffc76c9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2497.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2497.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fc06efd986068cc7c1c4d94ae19bd62f9fd8f99e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2497.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6278552ff92fa633d79d0d789de80a5312b54738d6f12b80612115e088940890
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2499.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2499.pt
new file mode 100644
index 0000000000000000000000000000000000000000..97cbf4d6bb673d21217bd57b86d7728f5d1e91b4
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2499.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2c0f1cafc8c4df591112e629351fb82cc3726a17107c7969662c7fde098be0f
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2501.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2501.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b724b83a9075dbe19af36b309559e8b677ec3089
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2501.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:349fab1d1a8186007c3f80f8697c688503a7c053bc2592ed969aaae2037ba245
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2505.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2505.pt
new file mode 100644
index 0000000000000000000000000000000000000000..665a4e9467a96c763845f28aae6944952d007464
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2505.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0445435f81b2c8e89c82a60d7c3058a38a1263b133cf3dfd67b483c3213e3a8a
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_2506.pt b/CIFAR2_32_bs64_ckpts/md_8/step_2506.pt
new file mode 100644
index 0000000000000000000000000000000000000000..68cc346606ad518b4e6b70407242d60b6b852ba3
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_2506.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0522fe2c38c9991ae1b1c450a0b9750c70a5ed43bd282aabc610bc40624fa20
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_635.pt b/CIFAR2_32_bs64_ckpts/md_8/step_635.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3ebeea924305ec618066304af352ba615ac0def5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_635.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7ecd80b2fcfe8a406f15b79216998a6e040a3b8f8928b5f0690e676bd96f296
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_641.pt b/CIFAR2_32_bs64_ckpts/md_8/step_641.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b32c8e620fabd90716c937a327a77d5440b6d93e
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_641.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2248a2bb36bf2d61230bfbdf098600bc6b7321962853eb27457947a42d38e60f
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_8/step_649.pt b/CIFAR2_32_bs64_ckpts/md_8/step_649.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e2d8b397ddc7a0c8fda841634ee1b869f5d25fd7
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_8/step_649.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13d750c5a032f7b330b3f8cf665452f054c0e825bbf0a019f16d6212f7ed7942
+size 9126712
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1297.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1297.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2a8fbaa92606ec2b0f864953249c4cbe0b2c1a8f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1297.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:493179b39c5980f00d833e978808a96079cc4145aacbe404d64b656d8e238d18
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1298.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1298.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7313fec5f8794d8667d8307697dad092da9dc282
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1298.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f30b250c5189c061539aac4f3863b8202d7cd047150e744df23a753f6e4fab6d
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1299.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1299.pt
new file mode 100644
index 0000000000000000000000000000000000000000..90bde5720feb923a652d8e18912b0bf32ee07529
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1299.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e913bf24d842eeeb9d2e90bb60a5f79c6cca7054a171322def630cc0ffb3ee9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1300.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1300.pt
new file mode 100644
index 0000000000000000000000000000000000000000..01382af4ee16d55030fd02e77ce57eaf3e7f8b52
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1300.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a59b507ccd54d785c45e1306cfc2b343d316cb3808fa28da01f0ed6ddbd9ecd
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1301.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1301.pt
new file mode 100644
index 0000000000000000000000000000000000000000..88f53f8ce7bef73d8eff5e93aa0b4cb3a591dd9d
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1301.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e020c74155059935a5ae16185d8b3c2aec487e2c5ff980dabb0bc6da184024b4
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1304.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1304.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e14240c6d3329aad5cd551539d19002c9fb2277f
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1304.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3883eb85a60af72d3946de7d25a3bbe771dc24ad76eff0f5d0c6fbaceae55571
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1305.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1305.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2a70696d0e9c0c862bb34cae46b6bcc146c5cb8b
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1305.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a13244cd069fdb78b8978b9297734d0d2a5a5e1dda7079778747304e0c6949c
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1306.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1306.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8509a62f8f75bea7a8c6aa4187ca533dc8894ac5
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1306.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f10f2c419eec75253124bd2cbc1d2432d0ca5ab8d556f58491e1617674b3f2ef
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_1308.pt b/CIFAR2_32_bs64_ckpts/md_9/step_1308.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4ac803c482353a8840aa1aff9210cca19d96177a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_1308.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:957c3268331b82f1884284a6b364e7a18abef6a9b258da7b4b71938277903ac9
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3546.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3546.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c8caf8566a042882db4caedff818d03aa154084a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3546.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59d8a74e414c4ca6b3283f6112165bf939fd795d6c34ca53bf4dcc9c900c3d29
+size 9126765
diff --git a/CIFAR2_32_bs64_ckpts/md_9/step_3549.pt b/CIFAR2_32_bs64_ckpts/md_9/step_3549.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bbb51e2189ddd338103ae467a336428796b01a0a
--- /dev/null
+++ b/CIFAR2_32_bs64_ckpts/md_9/step_3549.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:599ea6064f6da230bb2987fa8e38d5a593499bc58402eee120479f8d39d78168
+size 9126765