diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt10000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cf6889ba23fc389583678460126ceacfb1fd344d
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc52d7b1e5790a5cea79a15b18f9d67b2cd8c78725b9f1a30f809b7bd5c0e42e
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt100000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..122b5763db1c4d853134e46bf10f8945f92fe643
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0989588f3afcfa98f8508c74c9842e09948c71ef997afb1a62e59c3a7963fbe
+size 968136
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt15000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..13153e33a3ae2fbd1b7f77172a256b26cf07fd2b
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6cbab7c7e358d17702b06c7d721b02564f83a85bdd9d662ebb252312c1abc991
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt20000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..50c0544a27d2e6d6b59efc8b1696f6f3a33c4d08
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df1e1c22cb526b0c14c8b1dc28b441b23428b5e5f8e7c20b066fed613da79598
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt25000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..01fa8f41d137af4ec51a56e47133965b94b61bb3
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9306913b184b2ebb1589ecb8f3f1890eac9c5cbea09f6a0ad0866ed551f305ed
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt30000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4d5016884311b20f26e0403ca1f212100a2be631
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:136e057b913935e1ba7744f388a73f52f01a0913371744a7535b6d959db28209
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt35000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..62c3523b4a0d03b32ea5b819f451d1bb7c7117aa
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e30debb9a4905578da6e0ceba8604186df919210e77bea0671405a0284898152
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt40000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..15a38f5d4e830be2a0f56f15e93132f444b5ba45
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54a7a183bfdf437681d818a438f3b954b834fad85fc2125a1d6d06393e49f1f3
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt45000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1ed09c6ee5f476bd558a04f3c434986d3b218992
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40c7e0608f77531e8c8c6815ff02c72e23cf4c215cc39173a802aff438dd73d9
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt5000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c4ea56805f4eea0267d84c0e30e69ab076096d40
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfd4535f7844fe58b653afa93f1d1f429e9ecfa0600997ddf1f14bf243801e61
+size 968066
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt50000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8440f39d8ed7fd3dc84c2bdeaf9fe010d63f449f
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f4ebb1b9f6e30fa231b893af0d1831e897ecc68375de7d33ba7b11217bfc126
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt55000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..674650b460583e95bfd90c42615c6bb3efb0fccb
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cc3b851eb04f00133500b246d7659b66b28295f347b2a76c5f8854138cbf360
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt60000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0436afa18a1e0cfa2dec38b16a16ea9e59bdb45b
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb6be94cdd8bbfc1e4db13f769314308416c80fe16277f194b5c0adaf9e3a668
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt65000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..829300b4077ba20823db1bb1b5d9528782e27c68
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be3c5c3cc002c5c1e33228598690e284db652ed43dc0b2e6ff73a4155b604410
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt70000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a5744ee7df65b9c62b78e6f25f23319106fae2fd
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab69b0763e3f4d7a3a49b62f7c85abc516f3c070c6f0b79831010152d1d77402
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt75000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a5a39f95f1d006cf6ad775105d8e59a15559aa83
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a24c8cb55e054955fef845896f1b106b0ed2fee5f8338da5b124a2e7a870b9c6
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt80000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c7b6b2c7219f0086150152a6defbb5608a520dfe
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34871196aa9c57d21ff85c04051cd18fda986a9ca5a5e8197b761d7c52eebc6e
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt85000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..410ede0fe63a0f87a21eb50fa3775ddaf4cd13cc
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0008bcf63f8e85bf6da5e8bab2216e099afaafa7a432ee0af69fb862bceca7a0
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt90000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fe8796a44fa28594c0f647fec9254fdfd7fc0536
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bf7fd5ec4504e46d965dfb56925dd1bee2761b493aaff22c7650f7e0ab3b551
+size 968101
diff --git a/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt95000.pt b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8d41c72595a0a9410ac19625c8f7928d76ff207c
--- /dev/null
+++ b/checkpoints/k32_N1024/seed10/std0p01_iseed10__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:896cba5acdb27c1b218d6e77011a18aff36f2a2944f3cba698e9b1ed74ef6c27
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt10000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d0d136ecf114e1343fc4a89207486876c05d260b
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5019309b72bf65b5507bc8aff1ad7a79ac954e038d816518cfbff27d9ce151a
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt100000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8cfdd6a0a8b9dab6226057d9decf4d56b72e3a27
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12f7be6451cb8974d4ec8fd576aeebe734db3a612a0e2c6af4b483f21a62aa6a
+size 968136
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt15000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..89812244741c1d181c0806779f09b6cbad1974fe
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9468acca67fb6cf7e564577ab3a0f17c3862812fe8f4c2b95c5386d860ba5bcf
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt20000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..decd37e3b95c554a05c9327164d10256bc719afc
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a34a7d5b90ba82667a063b538a7a2f4267338414066dad6c374709d68552a4a7
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt25000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8133b18ee86119f8345912bbb29d299447057f7f
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7cb43f2a777a47fad57a273107d36c7d121204bdedba008a611ac9ded3304337
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt30000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..95dc1c43a1878cd8ed37a0029594fd05a48722cf
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa0fd65a40f2769a3eb9e3d30d1a2ae11238aac5a5ef4e1099bd2b1c37dc1f24
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt35000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..451df283b997001968ce911c636713dd8e8f6619
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d862e79d7bdade03c550c6b06376a748fc1122059aa13af1ed7e66b445500f24
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt40000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..03b2f483d739f93e019dadaa828b72e77668dec9
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a6c149bbc136c7aaf6aad980f44b4943f003a0ebd8477a98403e910a9477946
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt45000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..607712c6cf38a14fbb8647875df49893cc9f85b7
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f95579aebeecaa0408f64d362a662221849242d8cc2a3d3ad5046513ed95c53
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt5000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dff9729e77a34b3727a8acb30bc7aab308ab4fb0
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:465dc7757cb441b27c441ae12387ac3075a1b169afcd12370615ca405145684f
+size 968066
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt50000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..61fd5b79777e1fdbe58bb10dc7b86b05cd175be3
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58e351f35025b90c5c35a864cce72c6b8a096b793eea427999ef7493f7edb662
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt55000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ac5d09174fd09750370426cedaea3bef3b9e7f71
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:698f8e073dea43726ea49a82f3f4a05c935bda2166247845814ea2a1eacf1d24
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt60000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4decda397d211d5c53ce80dd0694c744810c7ac8
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95626c4ab2bd0f92664bc64523a4b3474ff247caf22a5958063b4ed604d4b285
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt65000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..041584b2fb933a74abf37fb6b16cf4e215d1c5f0
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09655c3cf13664ee1e1f25710893621024e34bd31cd1fd3908901cd97b0ad478
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt70000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b99ad5675761ddf6e52d30247c6996cab3849155
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62a7a85794988d0530ff4782307ed172ebb03e528f435257131569877a961af7
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt75000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9c03432af0f81a3728e0014caa8ec9b64744f58f
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e430d4fb75c37bdc63df1286048a0a2f0b7c0822f29e5fdc19cf393651936776
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt80000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3e80a3bbfe284fa7cd97360bbc1af252c2949698
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b52bffd740bdca0550b85b2ac628c9e746fd0e786f6612b07700eeb253b1cf89
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt85000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c438a471ba20428e49b1046312bacaac4338d9ee
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:132b1573d6c3fde1bcacea9737c992dd1e165e1c16fbfbcc4472575d035fd00c
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt90000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cf1c13ffe67b33b1b1728d1ee3e41b38ff918754
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd40446a4459c083aa0b57c4e91a914d3094fc00f5de0312a9da28894869005f
+size 968101
diff --git a/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt95000.pt b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2084905d43ba0e75d971790d1a2d75f42588edef
--- /dev/null
+++ b/checkpoints/k32_N1024/seed11/std0p01_iseed11__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b586cc4ce543ff85eb21282debf8b78b3ec73653c80a2114f9aa2b77f1a4f9ae
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt10000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dae9b58ea5a025e1766b7529daceab2ed21ef75d
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e2d4b04857a9a2bda8959bff8c2cca937e04d72742330ad52fa05cc224493b1
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt100000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7d6cece28ca91a82b2c0e4272d20fe4809615141
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c4e7c91e0ccc77fe237128a72758c68b1b71082bb1b74de07399422b910d6e2
+size 968136
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt15000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0982405c4a9dd28df6dac6f859a41893c8869ac6
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:674bd5854145882a79b5efe9f8ecd2730123adcf95531f4e22c8707d1b278fd5
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt20000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9ffde24e655d798c7d8e89f158d8b6eb10564a7f
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:817da0d76fc7a6f2199d9f84a0d52b74bb1e7246c98330d96fab454b3a7d31f9
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt25000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..66c2cfe41f667200b0059258e0be1deaeed95212
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:faa8f4d66bdadb1cf9c8d09d833ceaa60313e22dc5d4fb3bbcf3de890aef4d36
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt30000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f6ce7793717323355919d4b3403a689876fb189c
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:064584546fe81d90c7ef330deca40c8f347fec44b455ee35d9159f2462fbbdf0
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt35000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9851c6232d94e82d88a3fd36990f6ff28e476f09
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22bf3c6bed6829a5e3ad7d161c6efd845b1d59d7eeb60f943d9738afe169e11e
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt40000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c3927d3a79165972555348696ab1a70ca98d5fe8
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b96a36dd3ae1f1e96744407d50903612fd5f53621dea82e4b09e5136ea678eb2
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt45000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e378d22ad841e55d35278ab914e4676632989f71
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f026f6fccbc0282ac9f34f27680a96583c8bf7598bf27670b4f7f55585c2f9fd
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt5000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..684787d958f666ccbb1afdd136ee1a9704c79213
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e051d06c53741521c6b42c09082d5f210006093099487d87b220622cfce4e494
+size 968066
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt50000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7361c081178eae249c1fa813c928e430e845ae0b
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6f8c92895c916a29f4aa4052e0de7bf777d07279d88357b2a19e240ff9f37bc
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt55000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..34689d1a1646182bc57dc0858afe24226557871f
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9e41d0733bbf7435d8a32e50f96e9422824d898f6fa917485936a88f0482bb7
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt60000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fd2e0d3e7876e666bb22f8268ceb341008b83aaa
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66a845cf373db651d6b1ca70a354b832109a03eeebb175f6fc1082254239af5b
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt65000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..da43e033ce6773951d4df63da0ab7c0d37c66e5c
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f68e494086cce1437e11a22da2b779d7dd4aaf29f2ae1fe448f912e2fb8e64d7
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt70000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..468c0cb98a0c4c62fca253f8beb3452986f238b4
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba4432d987fb32b016e7a4773adb6d2b55f0207a70edf098f7be27f3c48851bf
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt75000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..89b7fa37920fc275778d84c80291a2c784a0fca4
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5270ae87ee3af660ddcdf9611d0b002036e61d89ba18bbb172287cd8322b180
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt80000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4e1e8892cfa13a97006cfa4343ef5fb58aea1ebc
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79a8e9be667cb0f8e8f8204adaba8504ebb4896e937bd6661b97a091cf550409
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt85000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..458b34070229d0d50a45dcc249a1b727814e4acf
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd90297c9c4c6f64ff21ba06cb0d9dcc22df58846fc1c75e063eec3a58a37988
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt90000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..694c02c93a6f9422ac1823069af747212dbfc212
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65868947cd7fb8ec371a9195b1b2ff8abd1fa0d3f379f526c6aad54a26464b0e
+size 968101
diff --git a/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt95000.pt b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3a00a5a5e6f7033d33b41af87855e6e9ef4f3990
--- /dev/null
+++ b/checkpoints/k32_N1024/seed12/std0p01_iseed12__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7154a718b19554e505c52be136222a61fd51c79dcf11deaac551360f5a6d8098
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt10000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f9a5584b7906918dc98960b28bc440bb28b6c68e
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:545752c6c96ce2c23833311d4e0f5d91c8043979d2f76bb809fbb6a038b2dbad
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt100000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..73ed85412b04433ef58a1b1ca07687b5949687a6
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:804731fa6d632c1276c8941dbe31f6939439d4c606eb69deb5e286c399db2d26
+size 968136
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt15000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7f3f270715f317cb7bae01e95c4a08d60e625090
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c7a2801dd240a75e5af0e588e1ad15b62b038519629480dd0cb19367f8a0095
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt20000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ff0dc4b40e1a8fa7fb6160960337eefcb3ebf60e
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4058a34f5f2dc629b15835ce809f357ca4ff1c74894ccffa10c3da6cf3e47c41
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt25000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7ccadef28902bfe2bcdba65eb87f13e76dc74fb8
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb45612aab6a3e3649ebec87442cdeab8aaeed1790de0f01a8aa617298d75d58
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt30000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e005a2b41e97cdb29350839325b1a349f6203c8c
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73fcaa88c826c4fe4dbc8a7962af6199b2a3e904bf4e90279c13eafe2ca4ab1d
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt35000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..782292a5f6cc5e841cd36a6f60b4fe890721faec
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d353bb9614cc796ed552dba6fa692ad75812c9a25e12267b1aa206f08e4f8df1
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt40000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2ec328be8a20ff2912f5007f7338b0628a513c95
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29885abe525359c937f158f550b419c9b1040579847612570181c95e1e64bcc5
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt45000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4fc35ce7c1f89744a4035a3c871aba949ba8049e
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fd375fe7d625359eda5c2102014a4cdfdae63857d95a4db5a724b9440670034
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt5000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c8d94883de107bb97efa72e56663aad9454b0c53
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f1fd2f0c334e1440e363a91af3ecb734a4bc1644805350fb8c5e35929b27f2b
+size 968066
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt50000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..847c72a93f65ddd630eaebf12aa0f7c9ce498ad3
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0698fe4c061084fd26a91cf4ce739167b46e4eb9eb492e9d2e9a20860e6078bc
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt55000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..579d17636166e2e07174da4f6d221d9b79674564
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ccee3ee7fe8c52df91a4cc8466cddb0a5ac0e78e3f0c16dffac1969a754f13c
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt60000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..30ae4dde8a8c1edbf8ae8c7e99b374ad2f377c84
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9cbe2d5614ec6b50ec8e16440d307dca4cc17e8390b3991afd98bf3917b9181b
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt65000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d6ab0dbb63e9b73696ca2b10bd42dc0034e5f97b
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30deb00c58ddb6f86af394b38575d6b8ea8f7f5181c7b7cdab089be708f9f985
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt70000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..54caae894d1f796862bc1857278138259d540ef8
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ed2751ac9941c466fcaa0039229ad5ea7042cde64aac95062057bcf89521faf
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt75000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..25939a86dfec62ba72544aae3dd4dcd73af79f85
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f250462625fa57fea3bc9422e1fd811b0da8f658b1daeac6762f41d11ca1061
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt80000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1bb11685c225247e6b6edd2eaecdc40168742f0a
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83b8bf517be2f88864001b6319faf844028762cb201cf4752ea63551f78170c9
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt85000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f9c6a33cb3314b683578b556dd83b5ecb02a2cfe
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:064fd477c877fd514c1a157500df6198d044d1565b9fdf200ebf9368910869a8
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt90000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7a74b76f487b40b3558649d5522598667709aba7
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f930b3f259b47eb28c444264ba8e8460ea5a3cec0f0e985b3fad77b7431a1f8
+size 968101
diff --git a/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt95000.pt b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2fab0a4b211b168af55cd56889634065a3ebfd73
--- /dev/null
+++ b/checkpoints/k32_N1024/seed13/std0p01_iseed13__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6508777f2c3761086f92136ea7049830020dd311ad8d2ee6727e35fe28835a4
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt10000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d8439670cc2c067394c26da4bfb954b5b52687c6
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5705a68c26830e4ce210e1f54755ef1c349454480d6f37474d64dc4d20e0c3d5
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt100000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a319ce007f2c437730b0d6f783ea1ee426076837
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86514339d5f4dd64d44f17d7244c4cd60dbdc1c9d830c082412353b033bd4414
+size 968136
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt15000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..05d194cb3dcfcf120c1b32b858a7aa826802bcc2
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a16e7996856469f94695acad1f562e70a5dcee3b19519c9d415c78aaaaa4103d
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt20000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..08ca0406b41a4d1580ffb03d460477a991ead080
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f84e60fad9e1d4dfcfe9f43a2ba4548b6d7cdb079fe2e475b3fcd96bc620643
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt25000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a35047d3844afa44a10065e83f4e6fc73b75c0a6
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be78107e254bda5d0808d23e2c014970227f319039554889e4a5abb8fa3629fb
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt30000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9b382f9bd562c3a5215cd41951e4dc9f2828e5c0
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de493a6b15b3296a2ec3925835a6f8c8ae4882ecc8c60706122d3bb649f86218
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt35000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..eca87dc279734c0c0e06379222b7aa379baf95a3
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4523b37c1359001871ca809a8fd0f48adb33e086adcbce51aeb62165d0d3c24e
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt40000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6d3c11ac555b106f66d7a40b974389e3c5e47efe
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c054e296249b4045acec81926c449a1ea9eb4505a26cf76971427cd277490b3d
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt45000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..58e59873a36474150b2e419914804feea18bcf5c
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:424794c5e3b6acbb4a3f203f23f9fbd9bb5045d72cea28aa7ad1e0eccee650e2
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt5000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..de0e69a0c4d1518239a880678457d650049f6c5e
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33312f837f5266e57b789d13ac263fb9daac6b89ff3115e0dd7add1ac07727a9
+size 968066
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt50000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f209b728f121fc2f54b1e0c0b17c5461d15f82ab
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9eb6843abf153f362b83e1bec84502d7d2e849cbaba5c1da15747e7200371aad
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt55000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..78e13cdc6236c9fe24e872fe0966b73fee9d623f
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40803cd086383aa3bbed2273dbe3ef6b21aa1fd3c37647cb9ec5334cbf79a76c
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt60000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a161930a7b483a3d59dfa0bdcd519ef6be0cb44e
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44c3af024fba1d041e42f7367c84063415995a6e2caf9706b43a6ff46b6476b5
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt65000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9e1a640ffd5dd887949ff5640735568e5244a8a1
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:646d179a1a7a2b28dafdcadf8cecb9a893784a4907d00ab7306323a5223e7fa5
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt70000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ed6ec3b6238fadf87c2fb7c50ebbc7fa7690edd6
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89a824565ba61b485f6dc14562bae6362da986e5a60745349ec1f85ca74c4e6d
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt75000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a3d51e28806a330aee53ff7963659bd9063cad18
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7383760e929a855e0291c9960202c5ec3953d272180be45abe67461974015314
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt80000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1ee6a727462cafc3ae65524f82ffc6601d7af120
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0050197ace28af964dab56f9f7a1ad2c3a5ca8e7214a1c668d12b8866c0ad54
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt85000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5505552b4fef431f985be27e91873e81a8391472
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6cdfbdf810056ae1943d411ee35c7761f7cce5432d667a069c104ca81308cad
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt90000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2682c74c4e1c6a888ee22dadc006fba08db9e3be
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:815b84ea4f60d50afa770252ecbfe834c2f4f0aa90cd93e0d77fb212fbaedbfd
+size 968101
diff --git a/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt95000.pt b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e244f85b37a88ef5ad84eeb03107e38a93fcaf09
--- /dev/null
+++ b/checkpoints/k32_N1024/seed14/std0p01_iseed14__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b994a8640a03ebd2addb05330c970cff99f11782d54248eab6dfc3bc2e3c0fa
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt10000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e3f016eb0941ccaa9cf14e65581f22f19d991cb9
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a8127d36e5d129974a16afc18a28819f294826ffea86269c4ade911148a6976
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt100000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a7a4b0741795eb182a4d86eef87131b30baf624d
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14e78c4cc6e3127f67c9e1b5ad10a7a50310794743d86fba56cc32679e66bda4
+size 968136
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt15000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..944a5207c465180acd6a28a64a3177604943ba8f
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa08b8411229b7dadb8fe059034d182c2887331d8880c57aeda4e8b68a235172
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt20000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..715f8713ed3ce4d9a215ea836a20bee3181d2b3c
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34d62dead4c3076ba7d7ca8ed5e75532f53b5c2711d2648c10aa2ae1d6c0692e
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt25000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ca6fcc2db6942297dee63f4fbdaa703313269952
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea426881e535994a7a31b20497a194697a86980c0035fa998013692c7e62954e
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt30000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a4fe2959e3e26c61299125a39ee22fa2cc6dc9a0
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9308cd1d14e625102efda80e39bd4f6c0896554a6fd47593d888a9894c4f5e9f
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt35000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e494289a7c6da3d1a0b13200582b9fed99150f05
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c0f54e8e83b4dbabe6bf1be0cea4b2f8a44e5f827e138805515df4b06fdbbcf
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt40000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..19c65f40543678de7d4c4281832f4be2616bbb2a
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e24c27e58ce451609ab5f939d8e947c8de1dcc90384afcb04d5efb6afae86db
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt45000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a9c49371405cc400f6d3ec26885a17885719bb99
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65c30dcdf788dcd8086c842d31f493d2a7034ce1227e64ac61710f1f70638230
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt5000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..311897d98687f28d9ca3e77368909f028cfc89b1
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de3ea2a3772422b6c3d0f095e02657047ff50e08f74329b9fb29e9c6917c013b
+size 968066
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt50000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9661f06a2bac49fe36aae47b641d1d41b3d0910d
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8510359ac786e92abd10c02451eb968c4ea0fa58f4ab875861b372096adf411
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt55000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b1693b76ec4e165644df125f85c8f89478177b44
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be87e37f5570aafecc7a420d998fbf03beb774854d440c04db06e97055cd0333
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt60000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..304650e90fa75f7e5899cdcde82bf57dca709270
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:178c83d55dc5e883e3624292b0b15ba8fd435330f9d4f38140ead70943299e77
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt65000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4d9c1eba5aeda6c6177ccb84022cc32477280593
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:121c4665eb0830dbe37b4e22958d1c4c6fff7a03b5aa4a8dc87f5b8049d808ad
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt70000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4d246e7240cbee7efd872e495e480af1c02f2871
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5a0b5c2ac584d893cf88e9a4627b56d718175690eff37b696593926e548e1a8
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt75000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..77e05eb68508a134b15ceb035b8a6e602e370de6
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a507daf576d271a6fcecc0255f8fbbc8a0798b9eeea7b8e7b745c3a17d47ca0
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt80000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f1feff01a877876c9474582c3109ac5fd98009d8
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8dc39e6376fcde0fb0a1b879c01a5fcdd54d1ab317c0261f7a5c4709a46c704
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt85000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5efe43641ba5215336cd47761ec4842c50f9f0fa
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:090bd65e0e58c9da7f9680aac9e9085763c5f44af0d43d2724cad86c572acc84
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt90000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ef3d409829f8360c6100b6dc36eb24bc843c744f
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69e4a15e181cd39c216ca51c60a885babfa3ea4c4028a996eed4197b04c37e21
+size 968101
diff --git a/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt95000.pt b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..753e556e3ee28da129927f82328b4672ae9511da
--- /dev/null
+++ b/checkpoints/k32_N1024/seed15/std0p01_iseed15__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:083db9396f04bf7da6db721001ed34d3608c619b884fcde68731f12afda3093d
+size 968101
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt10000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4906fe1dbc6a717b5c937b9e85e371110b2d1bb8
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3202d3f2f451bb76110565fe012d986fcca68d10bdbd70edf5c2cb916f298738
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt100000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..106fbfde2c36809ed7756345b62b4f8d29cc94b5
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6c390df88990162338b537db4a86f3e75670d0173ada9097fb8dcba56bee2e4
+size 968101
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt15000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d421e858fc40fdaffc466cd3e23e288b360a47f6
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d92790abb406b4f4d198ae4308b6d0bdd0f276413077919c5dc37ea86e80de07
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt20000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..51f82a2a9156b92236d3b09976d30e203f93a3f9
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:009e3b4d683880fa6cfbc2391227d2c3f09641adbf533cd6eab3d6a20f55f941
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt25000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c1ca54e918d51d208f5c129492d36a99f054eeb8
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:010c7cfbba2c814a4d29bc89e65172f1800e9145def88f08a95f662eb80e53ae
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt30000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..599eb7e9dffaa1c65d5462326d62b2eab22bf575
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:967bc7d8de539667f662614c2823b9d77b78e8e91ed897097ae2ea5b4db9f894
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt35000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8974ef2090b1f050e4b6df90fd8740004f71a24f
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af2559682a1856ae841fa7ca5c56f74a5a3cc59491af4d3e5075750956f1f80c
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt40000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9dff5229a597fadac17ac87348743e4d6dae2b93
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ce0171569d0c405440235943f0b5fdbf89abf71164f03b65da437706595256d
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt45000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0b01a924ce68e635574ecf7bee63d9cb65cc243a
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69b09a7256c874be8cc267797a648a5e2648399212f29a1c4231f64aeb0132e0
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt5000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b40c4b074233c0a90f53dd1350e60e9d3e1b32d1
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d33cec4e933535edad83f6ca3b293cf50c45bea9313839643e260792af98a127
+size 968031
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt50000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..94f033b70c957343c8059aaf1c783bd918643e5f
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d13fa498b27f8758235487490c3b84a382a6cd4dc64cc5b08f0f22b9d8e4864f
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt55000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cd98fd0ccb314319be8fc08b0fbdd4a10afb72a6
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74aec1e01b747b6f2d3c8f8c08f50b1c03e5037ef9fc2bcdbc6ef8c827cea251
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt60000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3595bd35a7052fadf35a6c4a20718c945bf25f69
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25ceea3f4ae83fe0831ff65fa745c09b004d8f1b91d314243a87125c166b755e
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt65000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f6ff7fdb095deca765cf532544248348bf03b5e5
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d962abf525de5e17dc2feb420ed047eb8e0881742a42968eabf6d236b3f86bdc
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt70000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..038825599fe37766c7fee38b93a7e7586027cde4
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0d9178af3ba99807294bb7fb8d646cc46499ed8b5c6c26961c27ec1b81c8803
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt75000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c6c7aa172919e08302917e29d840b4d64bd7843e
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6361656e1c80d7cef4ccb02026a44b9c52bd6e7c60c43c72475335e18cfa8a6a
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt80000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6dead06cbfc24a9a0b252748d8034814c7c1b977
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7304bf8a95b1f74cdc18de293a163c2a58ccfd11a98ac6b6d46d6b12315ab983
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt85000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a4fcfee92a8c9b85f26fe673d7c747cd9b1f1811
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1221f2565e59e5e7d625d7069614dc6d18f26a612aaf32001ee7100a3b03284e
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt90000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ab7613ede95a5da624d7a85264ecf4269340577c
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e180f1f61b3b26659dff32a436acfcd5127b6831fd248df284e80316c455daa0
+size 968066
diff --git a/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt95000.pt b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0386f1603911143b4d28d6169bfc4d1e45c4b3f9
--- /dev/null
+++ b/checkpoints/k32_N1024/seed6/std0p01_iseed6__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae3376ad43f01ac188316fad557ed0047205427a440b267773fab8d162ff80b3
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt10000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..09994bd319bf4efb714d899790c8d869ca06602b
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b283c4d6830a54e2bf77c5e128a37d3fdc03646a714a523879c8510d7a08bf36
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt100000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..36acc1d2074e303641ccf2fc57c961476729cdff
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d96fe9658540da6246d1b7740f34aa257daa0079d651af0fadfb533d1d16dd1
+size 968101
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt15000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..60b7ccb68047b01cc3be83a89c49ecad5653cd3f
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08ce38462dded2ebd786a760e0b51d435fc495b09905167b0d99b9b65b54e9c3
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt20000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8eaaf18113f2a931e9306a936052820127aeb6db
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:618f495628d409051ee4cdad6c0e2b7854a625e69771e1f01e6be9c9d25a5566
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt25000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ba6a9ab0d96751223bbdb6e9f58d2552c67c7b7b
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:332663b748b66ad499b01c98e1ca1900c23471f620681cdd29f6eee69074dd30
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt30000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3c751a299fee22efaaa23895608ae92caf0cd858
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c92f05dfa25d9eee79e1a8753fc01811dccb30ed5aeb62a146972098bdda6fa9
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt35000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..44e8e2a6f2a3295ac2e7f7eda3803a3253525aa2
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:506d2c37b61b01f047cf5aaf545b4a7a43bc714c24aa7cc91b64b7f588ac5cf2
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt40000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4d482462d34918f5d876c6bb54d49465bb4c5b78
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07393a8e1db6a49f11d5aaf5f2c470e51c9af6b4c72d700b09084e1c8129de69
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt45000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..58eb1cb4c3172fd98c1e3df7c9e1830690c9d3bc
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f050563e60b8e3004a428a161f76413bd1e7c41c8bb2e0820b310d1717f0d74
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt5000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..247a31e76af310009e07e5d7510d85ae83a167af
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1332e020ba726a5df327b436fb8d07fa43c272424da57bc67e2e0abc09a3ea2
+size 968031
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt50000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2e99e4bed1a18662501e912c34f993bd0859eccf
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:884b4868278c9a5e7e49f38780e6a4b5e9ee2f932828a7ee17d262e95a35168b
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt55000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1db0427525456bb1d8a06f4b413fd686ba6557f7
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e17b296ad5a7243729f32781c717cfd7cff3619652643949e1a5379f03e95f6
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt60000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ef46ffa534614486ae470887df3d4597240342ea
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75cb718edcf124623d31d80fdb2dacf22e85a65a6fd6c6e40a0707b0be1dfdc2
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt65000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7d325cb8154cfb552cf4f59acd3d0c70a2409fc1
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1193400c262e7f4ff573a671980e35b78c394be4f20fcb5a34e2daaefc7d91c3
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt70000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d2824c26e4ddaabadd9e0f4259763e982bec8677
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c42028111cf0ac3a4479dc252ebb2279a9b33204d437fac19c258e4df939401
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt75000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4b2079d077f14b6101d52f05d804f3f1d91e29e0
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c3ab2b708b55c2fbd29df11972f7b62a1cff8f80b4ddd87d0d50766dcc98c4e
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt80000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d97fc213f44b02da6cf978dccf265920bbd3a4f8
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3794c52776aa0b157b8264b1d5bbc67025dec358601d905b7d9f31eabab6664
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt85000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4dba63fece12f7077f914b8392faadab9375d4e5
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef81b6d8d2574a861174ba7bb12c0235a2871fb27bbad1e6928474fa193e5c04
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt90000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9c0c1021bf23b869bfe667e31d5dce91ea53c9b5
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7a1e8c8757e86501ed974ad284954b5e9a085db54d349f85c7c21eb526b3aca
+size 968066
diff --git a/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt95000.pt b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..aa9534ce39569fcb0d1f33051284fc110e52027f
--- /dev/null
+++ b/checkpoints/k32_N1024/seed7/std0p01_iseed7__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c88f7425606fb6d3dd8ad3052ad850aa1dc06f318cb8608cff98e0848a1087c9
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt10000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..221ad931221b9e4cd23193aa48408ff5daa2bdde
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e0c2f047b1e735fb89b37134fa95c69c6e53a26f033db1039bc8da5657fbb98
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt100000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..707a432a6d823297519129e1a6c584eac05344bd
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a43bf384c9066b7121cabae7512a648d8909bd705846b9ddafe4a3f00377a8cf
+size 968101
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt15000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0979d0049b98d5c6b6267c6059ddd57524ec933e
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc1397bfa820ba3259e01981820cbbb7f62a35c77ef876ac1b0b2b38d614f178
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt20000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6edcde5b0c78d909bf4270b7301ad1552d1b6f9d
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a7270b3ce9da39c76088fa8bdb48797a7477b738b4e9b16f7d244287cf63a49
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt25000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2a527df416b9e378a2ee60af6d86627e53429ae0
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c440104990c82603896a7b203367d062897d46f77d237239c1d67c33b499b3f1
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt30000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..19dff59c02c31f461de7d752d114ae8599c1f620
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8f32aa592d08ca922dd662e4cf74e5b1514e08a6e4f0e12595f3e99c08806cf
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt35000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..41d725bbc2f749303b9ea725e3802741ccd80900
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22cbc48add560b4d8de99a7d68f2ea71837f5c1b7f41dc020ca1c1f8fa3ea8be
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt40000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f5ddb83d522a8005483e90b28ce72749b199f10b
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdd894f5c97a148df1c382f2a12eec3271fa5a87b96ac6132ec9ba3f504e4f77
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt45000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e8ebe4a465a19422092b5d134aa54b396335c50a
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f171c9bf17d0f9d4a6b0aeb0b66792b3a0ef3ffc56286e0df9595eeeaee9346
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt5000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d3bd3b97af0a4b9e6b68481bc53aa9f051563531
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b379d434baff103ee7ad8690cc5fb4f6f6a378006e1102162e17f47e79a0720
+size 968031
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt50000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c2d89fbd8f3346b8147c2c717b09fdc7a2a145fc
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85111486cd095e53950030ac4e8a052f0dbbd6359ccb21ca801629bc2e0efb58
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt55000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4d9250cc6a23029edaeef694e7f2142a3d89bd60
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d53a83e972a63aba2edcae7303639964f1e8cb303b36f416d066831ab2013b2f
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt60000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7e0fccdad2e37f8064881b55ac34691284561636
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4be6103364c191027caa3b7c1c9eeacb17e245cd26b0b992eb5fb5d7606f5c7
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt65000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..31a4703d1b92a33c0582077f829a94fcb9e46465
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f591a8c79662d70ab0dab1a0f6cb43464a90592878ae97bc4200848dd0d02de
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt70000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..10ca27a36b4f9f3e0d68c4a8bcc1da5cec684ffa
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41fd3b836a498c51899d9c66de9d8b227f9d99fdd408be88cfddf8f79610b5ae
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt75000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0a7da6d0212a022b289eea347fe8792c4cc2a4fc
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d79deb098ef30632d45118e725a01271954d0df062a30340e916778a74fa94a2
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt80000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..432ac5ee1a52662f491d8f7a1bc1aff2291495cb
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3bd7c3782ea79a421c5fb8efab7a4bcbc92837e5fac1209f081d8ea442c9c178
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt85000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..97e8808862fb377a6abb235e5328f5216c3679ac
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b30aabf378b43cf00c12d0b63ffcc68925306d078a42e9c047c512da311a502f
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt90000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..85b4c890d0b6a78b747fc22f187ad2627dd74ad2
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23f1ce8db879906e1d5980a3b31dba99d747a9ec28962a1920266c93e5fd0bb8
+size 968066
diff --git a/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt95000.pt b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..04467eb35b41ade308130b956aeb48970901644f
--- /dev/null
+++ b/checkpoints/k32_N1024/seed8/std0p01_iseed8__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:daec006e55ee4a3f9c0fe7b7a989f11f7a320960657d5216a4a92f488c7e8c49
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt10000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8c6c70c3efca051c7f15e0d136782fa1214daa78
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:82a1438ad4eff522319320bd3c85b8372a2e386e23d19da21560b1811886a7a6
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt100000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..787182471e5bb366f4ba8736763ac65239e904bf
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:254326bee845001e266da1b89d305d21515cac42205b387a22cf46f3e5b8c222
+size 968101
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt15000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..de43e57946278c395c35de6ef7c09b87f3d4fa94
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:089171ccf3d9ba2b81cc7cca22aa0de940508fa6db1d7d094a95fd268771866f
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt20000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..493df67fe46588f6b0e33416c1da45e03d174df5
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c832e2a2dfb400845f6d79cc8d3845b424d716338532afb33cbf3d9c52b2678f
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt25000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fcf4b5e292e7167e43491583b18677d42328cac7
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09b998875d22bcb45bb45a73038380edf8f2f404dd656214756aede55d8ae8ae
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt30000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b60ae557bef18396b6563e904ff683a533dc1299
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c083808d8ecf1fd1298b388ebd1bedd77edf48c71418e442845f7fb8f2e1fe7e
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt35000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b2daf0ecdd6200546ac9c772e83c29c97f95b8af
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d3e1080191a57566180fce0feb83807273580738d14fe1f85fa1431f401e846
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt40000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..228f20861ad4087120966a159772252a9c079b57
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3a6ce5b3b0f9b493f8689b3b8b521dd4b360a58f95ff446f612176a4c4c5bd5
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt45000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5882372af77dee4475537fa99e3d122429ab22a3
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b921f0d8254c07413e5854b47e6e27b4d40b2a4608c046e491458ad8695659f
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt5000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..89adbc5dfad8fadc5e69928aebe09b118e20a1c4
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8910a0f81e0cd4f492f5cf1c0c07e80f7a08551b006e99730796c0882e15f10
+size 968031
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt50000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3a97d59c64dc57587ee195ef97b448bcfe5edfd1
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0873066bb5e400e75d86bf2f28cf9c177c35e1a95ab10deca26bf5dc1132e2ea
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt55000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5b9f097f27d5e14814d88c77b2f0303865a00ef8
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a506e73268a6daec6b53cecf0023e241f2d4844977f286d27669b896a6401c1
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt60000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b3b3ccaf6fe4e6eeb885bd45bd6fa80b17c4302a
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a6ddb58344fe6c9748336e2b786a461cea7fbdf18ec0b30581b672857d498ad
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt65000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..160d6d06590a26233996f1d4093cda9e97ce29ab
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78159a54dd1499ea59ed1a58d0855955f1fc62421bfbdf02be13770a3f5d7774
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt70000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cb770f1f21f99f1ceaca4d5a8bf0dad437c94881
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db39d3ba4583db82b4e8e1ea434f070ad21adecd4e69ed622521ffbac59883fd
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt75000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..709dd68bc0f3a9421754d1d5945dba09f49a6a50
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f959d0200d0ce47e0a954e92663392dc551dab27933cf21bae484f265b30e5de
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt80000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ca922a1a60d2ffce1f26a66cb8ce27465bbe9280
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5dd5a4dcd8bac1b7d90d6e38fe9af026230a57db85b734ffeb9a00133abc2db4
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt85000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4ad036639c1caf339f5824031935fba8eab46055
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0179fd98551bdc8706769f8d75167669705a18917b9656be3b11f1f76f1ec13e
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt90000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..10ac75545a646334279b9249d9d13a0b0a254155
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5069b232cdfec4d127cb0a2441c013ef601b7acc7236471ba95ad83d09eea87
+size 968066
diff --git a/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt95000.pt b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7def3d49fa6b45fc853c8f2e3cb3218642754033
--- /dev/null
+++ b/checkpoints/k32_N1024/seed9/std0p01_iseed9__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e103ac368b420825684856239bd0c5b1f2c7c2e2230577f25220918d74f6245
+size 968066