diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt10000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..df16a89fd051d6724b3d0215133e923334de6442
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60d1bf692b24eb3748fd71b3360e696fa011a4ead2c24a24a7c9ef8d32741fde
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt100000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e3833bdd3008d37d03bdd479281517edcb0147ab
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7fd1a9229f9f6938db7a2f40cb2b5e13ea7aaf59bad670cf5092be9cb1d9cbd
+size 656840
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt15000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0fc6f4f2ba166c77ce14985469e903d9070f7b31
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30b5be0483bf8e1aa98d367bb662a96d36c825ea7fbf9c64f6a1562e1d318852
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt20000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0a200126f4d27cd078f0ae405ec6cffa1a383de9
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7db606bc487fa6a58b840b7416556c39279e5e4eb4419682bcc01fd17a5a264
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt25000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..354bb22387dc79b1a6525195e4d401226162c205
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f1e0a1c38a497e2924ca4d921ccf362a1d7ef357d7703f032ee6511590e475c
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt30000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..818a00c2f76655fa0d7fa76b52f768100be9050d
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:93cbe13226cbebb0c1f7cfbefe83c0cbde23c9ef13b1fd0134192f36f54ceb3a
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt35000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5655dc938f421e27638f0bdab8b14ec79827c501
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b87db4cacaa276b30e564768a1a3e33e25cf07e61b113d6ecc81882384ef61b
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt40000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d5a4812ed7e0062fe0072d35d062d483db761dc6
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db1ccbb34b902e7be243254a7c87b8d69f01466a7ee82fb0b2e7639f978f2f1e
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt45000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7dcf83adf1271512d8a8b0dd58d78b34f8f6f57d
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f543d232314b61bed9d0c0b331e872fba819ab4d8de26a2673beadc6caf646c
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt5000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..673713a7374bbc74a8083f8f8b94182936ff5a4c
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1a54b4f607984f7562a99dc807494e09487ff2ade992f23296b3d3d839d61e2
+size 656770
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt50000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f8e435356de9730756f29f1ee83e28bf426b1958
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98f30d22ac889ede95ee4ca478977f63b0a8974533bd4454d0b0d0794da4dd97
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt55000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..da9e973d07c775c9fc0605ef26d3469b3fa3a49a
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb895f17b0d6c76373c51248e86f7564ad902fd0eae1ac6a193f7881d6ec8e1f
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt60000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b3768f8073bfc886cc1110f3b3d4784e465fe59c
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba2d1c5efba87b78d62c20854e6e20d1a11055b537f50f20cec92063180b691e
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt65000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7eefe8068ae612d49b46271f308e64b0b254645c
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c4167d7d947bf6808c4e5848e9ebb9187573d6a4051b2215b3fbc500bf2f990
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt70000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b6cad34d8055f8d21d8830bdb55b292e4069b380
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9ab4d1add0c083b3322fdd675812417dfd53432c50a1b20589be1819bb3525c
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt75000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b45272ac462de47cc38d021fd57ed2394b85de85
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:212ca624c8be272628af11e998ab532ea4d02ef2df64ed5ba2c9f0d615ef8dfe
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt80000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4ec72a019220e90adc25cd64515a04987efaaaf0
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a88a42dd45a22eb33979ba87040c41cd2f7b17fbcf6b10be70fcfaf8786f8c2
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt85000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6c084d20fc8f95eedcc00f5ee4d74876ccffb894
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a0a05aef473be72c20f9d6de0ed97d396f7fccca42eac55b40b9f5eba04594f
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt90000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..925d1e61d638a64810f84033daa3ae66df059b2c
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b98193152c2cde50685907e4121f4898ed4827c4db978e36374e5a89fdedfcc3
+size 656805
diff --git a/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt95000.pt b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6e934935043bb7c54bcf46cd88aed288a755ab3b
--- /dev/null
+++ b/checkpoints/k16_N512/seed16/std0p01_iseed16__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0821f8f91eade739e27ecbbefd696b32d2311639ceaa5bc8c012feafee483d4b
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt10000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..19c4bc6df563fe00f3d14dc401b68cf68a8e2a03
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de56aeef4675810c5e25b648e39a440c727d6dc85149fb5fc44ee325a2ce6303
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt100000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..51551e1c8a5b746cf6e2b069fbfc2dcd946eee49
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65b046a1c795cba40173dddb8e75ac7e4b4fc438f89f5c0259a48c6a1d454d75
+size 656840
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt15000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..27496680794d74a497ba183ee49e33c7a87a01fc
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f3556b53bf07cef2d5c29830c222d4b6d42f523af1b3677441ee121aec42c8c
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt20000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ae8fa974290a9363e414c7dc6a2f2fe4d4d7f536
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae89e015f490315a1ac92bdc3e6b4ff2717aad07fb8083b255a8ecd680f3bbe1
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt25000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5f55ddb40af05be8c42dfb19fd6cd267c927b683
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d988ddf929b0c1eb26beaf870502699f58307661fe30cdace68a00f4161e8fe0
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt30000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6773494ea40a528a9d1a315329d8af9c702241f7
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75e2bb247960d3701acc6204576e7efc41f3bfbfa9e2b87a7084419c676da7f4
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt35000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..721337e68f997644daba90f77ef839df0c2af6c2
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c69be47274b9f5a856b618131e6955e4172d3777739aca3b9b73eeab8b210135
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt40000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..538c854921ebc9648b149fd5262ba6c0dc843ab9
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3423a097e2d37b79b7bb8b86b772ab9ee246fd7f51bda41493da5773c332c39
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt45000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2b82453b45b18d04d63b77d39d78fd554d3bb7fb
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12fb5913f0fc03b6f94e4ee39c57f6fe577046f30b5ca8b5e3cc11eb1342bdc4
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt5000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4fa68827f50d2714ab6d2384f046083baba0b8a4
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:518124401c150a2c07eeb048e870d590cffffb175318851bb3b9886c2c72a5dd
+size 656770
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt50000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c2c9cc060a5e3c28d1c9f9a588154f162f06e25a
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bc2e0406641a7b35ce29577ac4642235674bd07230f9ca08d3dbd228767a518
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt55000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8638c6834e690f8a32d086658725b286df1d975a
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ca1dd7c088d932397f901b1985fa1248ec6f1c7190e43717bf1a908819efa2e
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt60000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0b2ce30df859a5dd2273c654fde399379c5f9efb
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27130c838e6a08c070b0d7a2277771582c04543d4ea1a2e8a41a90f026053398
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt65000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6e4a392c3d927dd71d29e9a529be6dd4d9914394
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ece679c82d66a1efd6e524973cbdfdc45afd5b8b642e1077624d32a03cc621d0
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt70000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f526221a15a6d921a3470e9e9b7f0e7bd578b184
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e315ca6e999b0d31b2b1fdc2f8d6104531321766db03f45129c5303faa38e47
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt75000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9d46eb15104db75f6de56894b4f7c10e087d326c
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b48c55180264ff52d986fd33d00b6fb9a75b4e77428ea8daca35127a64b495f2
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt80000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d3b4457b058e07194c54abe96c88a5c975486442
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0a1852d46f0a1aebd2177ada5a92b1dfc0e82f68c89811d3fe500ab7c5ae3f2
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt85000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a695d10a340dbcc757d950aa16b40fd547b83f8d
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1228586c4e5a0a63be50fbec97b716a4a819b432e4d32577224a0fd0cdab696
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt90000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..346d23338e0a515a1f40690ea14be13166d8e616
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:724a9d2774140070f2c45e59ab84461da78606ae3f9500c95539e8036a02ede5
+size 656805
diff --git a/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt95000.pt b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e5bfa509feafe7275a4d30b133144e38cce5c99f
--- /dev/null
+++ b/checkpoints/k16_N512/seed17/std0p01_iseed17__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:788697d988d16e0966786f6abc123df8a083028df6f2329912d0e643d0e1cc52
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt10000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d920cd9e7a33359dba6f8d3f72a4da56e2cdb285
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b97d49b4b9c8d782a22e595e46b74f2fe4a35296abb35cf1e0dcc3d18a12fbad
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt100000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0ae0f5622e3552be4583bba65c55dfd7d98fc694
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:598fcbd3abff061971922438783f6a68115465c95bfe1824238f754b1a125976
+size 656840
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt15000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5db0880e2c3a9c15115a80219dffe1b180ad29cd
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f38fe39ff11c41db44ee5f7c1cf7ddd44fcf9859a8a27100305fead755153ab
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt20000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..86164fd7508a1a94ab5a0b11897b4d46e15561c5
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e4c9011a6353457fb95798f4236fbec6f922a4f9cc6cb8d3e71249e686a3ab8
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt25000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..064db7a72aff3d2457d1e22ab5ab8ec7548b9355
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef48bb69e21ecc6870e68e9dfcf23ad2f332b732879e6f1fc49fcdecdb9a26fe
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt30000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..70d74afd5a8ce87f088dea0be47a7fa9c4687084
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08980b83e03f5e1b7135d2ce0475224cd0aaa53fbb57636a7f7bfa59e26cd4ae
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt35000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f543280422341fd79ec37240fc3c7980dfa89283
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8d4149da31fc5dc9add0f3f205945d7d007f9d88ecc84290f402b17fcecce0c
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt40000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0a3120501c5ed55406e1d0b2cd0338a9b60cf973
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4dc8bf0c33c02897fda031b751e06dd0906c61fc9b9a11d0e66f65d5fcccd077
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt45000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..89b7036bd664484eb1e8d43853ae18d9d7599c64
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61468ce766e2042f791d277dcfc6e36e55069be7df77f7818c99e6412551cc60
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt5000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..59f70a2e8d6047fbe4c8f46e37cf693518353076
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:452c6d859cfdb7802c2598c1342d88d5ea3dd0c688cbc644f34b7c3bc14ba6e3
+size 656770
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt50000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5395d0fa3f6aead1b0a63f6f32fef902624edfdc
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:210b04ad593378b74510128a79b2f4a6d6d3b1a220c286baab9f7172f6c44767
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt55000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5f9ebd1f2046c5aa1d7128b733774c7b4a21722f
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62de1f7039f6a183b0986b599569256b0e35c5074aac18b0f0332db0380158d0
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt60000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fadb13f4ebc76397c2a33b8aac5df143fee096d7
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77de5f0ee6ccb69daa540b44d8b1457ca9e76469fc019c9c0b6832edd9141aed
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt65000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ceadf207b054d5ba7d3f24c8e154117488603dba
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33f61c25673bb9f5ec8b41e466f05c6ff3f23e46350b933376ef6a6e73880b13
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt70000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b74bacb1f170bded91640229f905dc6bab7f59d9
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a5d6347e0418e25619ad59850960f5e067f98a6795f3d6448bed1d178b5aff1
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt75000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1f26ad2e173d339038e18d388bfdd28730828793
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85e9b2e250696d54378234ecd72363c16d5520e9f4604d00e5cfc42afb9ed090
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt80000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cb9503d97599cad62ac3b4129776e2251a2e04c3
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfba13e8c92987025fd37d082ffdf02aba9e0a9542c9f986ff62af1e58b01b56
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt85000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8714481c59275e3322d2a47e2a44a9d4a64b28bc
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c83329dea3a2197e0eb36290a103075fc1151a78d4d99575e95920d5e907a30
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt90000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..880d5795683a129eff2290226b418693a6dd9545
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1511c99076e28f8868abb86058fa531d3a8e3e8a197fb02b6a80bb74cb6bbdd3
+size 656805
diff --git a/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt95000.pt b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c223de01b1c8132f401be70e644dca58602f42b1
--- /dev/null
+++ b/checkpoints/k16_N512/seed18/std0p01_iseed18__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fad96de1f14bfc11b9b2392e01a5d1262e6fd0b7aca661ce4e40126b47062629
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt10000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b9f88dc69c9ff0c3f894c581f45d6cbcaa7d774d
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a984012969a0b0d66e2b8fef15e01f3ded8400940544e8703221e819de20ee5
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt100000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..94720ad7cbbfdfcf175299b9bad8c5f12f6dca91
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d880026d4ed31ec018eb9937ff73ab8a0205a832ae090bc8dabf24bb5511a6e
+size 656840
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt15000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..22603913fff89ded29d5b9a57f9f093fc82c454b
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19929412d4a3deb5743a3f9388e003d5ca54340acfb5fa9d02af382cc0428687
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt20000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..730c2666325f3e7510cdcdd51d8e803712573b63
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0cc6a1013842e6a3c14e306c049fcfc93e639d48f4fd27bd8bb2a467939fcdd
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt25000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dca3f2726a01114858a7a99e35ef48d616cdd018
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3bb620271520c2376a20c0a96981b7622f1838e81e24af64dc1ae5530cc07e47
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt30000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..aa0e1bcfbf28dd379548bf3a7239a5d7c3f91166
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79ffe48fe955166523a2f4b6bc8df9adf97baeeb41c30c32d26f324c16245fe7
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt35000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ccd70adccdaf7635cfdec2d67dae49ba69f8ff30
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bac024878e90749cd915cebb0b01d40f093b4a870290e353d37880a8dda4482f
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt40000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..21a31a3ad2f00ed57284b06513694a6ac0d300b3
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d44b5fa2b91610e34ba89bff36211e211c9abd1c22f29a5ea5084226e45e5acd
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt45000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a8557d4019a4bc3ea8483c97502e27e358363d6c
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc2a32ed1ebe96a8676adb649dc83010cb2ed29863c33880ea5dc66a9f1ab193
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt5000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..73d5fcc339bf8db68c001bcfd92a54207e744ca8
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdd3d44fe5c8839d398540ddb7473b0869f5af18c6309d31cfc9cb93dd175966
+size 656770
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt50000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8558473989cd98cef3f9fa6c2939ce96eaa214aa
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e953b8e5efc821e9de86f99733f9ef070aedcb774959ee7bbbb27a899056b0d8
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt55000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9d6fa16ede359c52d67d0959116e7216cccca471
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50c0890e30649c003ac0fc3b3b63aa0f4f291406a87f34fcbdec35ab92426006
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt60000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..92f71516d0365d8c2723e72ce62b1fa8298938e5
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd09c0c9d57a26942c101cbd5b80e2a7a52fb303c9115d09efd850d028e7652a
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt65000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b39854c9da1b978411790eb0da105fb1d6cdc5c6
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4447a11031c4559d0968b6a20fdb5861a4ecca2193330bcee504ad377e150ba9
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt70000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e516c2412c64be3a786b6b7dbc2c8455075542c9
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac690d2dde06a1fbc01800bc78241f49b7a9c60f7560efc85d961cd771cb55d8
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt75000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..eaf0e953c1f2cfd1a6363f9d7dc49e795fb6649c
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4af79c8f22be27b30d59d5b22a710b1566bbbeedd426739915a38fdf44d8ecde
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt80000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fdf5a69239e350ecbda3c201cfd53b34232f436a
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0236417a3a75e0022a3cd916c591b7b2a5712679703c00735e3491c67bddaf0
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt85000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f91ffe0f003d11f2ee4ee9aae1d08cade61d3b9d
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:917be290c603268c9aa2b50a633d1b3e0f83c020a508b2873d6e75b40cf57d62
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt90000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c050ff5b782c460acd83e8f5ed4f2b948d0f72ed
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:429ca957326ba246e185fe428b8344bfb1b1db251a6168ee594dc58f9fe1d2d8
+size 656805
diff --git a/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt95000.pt b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a255356a88586ae94451f96a777df87b30b5f741
--- /dev/null
+++ b/checkpoints/k16_N512/seed19/std0p01_iseed19__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48e87c0c4e80d3819bf724c163c7e8661e53ec89a328d0b752ed5dc0355ac226
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt10000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ff879438b48b65a70d62a243cae9f7b98e586b38
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63241e302b545a259b54970ddc95497db1b6f6c0e9a9c93211f15d766675bbbf
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt100000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2b07e55075791ce08cb1f3cc5854480e820ce29a
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:832a6700d51f8ac95c7c67047491b7fbfa2a2963c1ce821b1ae0d94ac1864ca8
+size 656840
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt15000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e12494badb2d9fc35df8b7951d191a204fc68c70
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae4cf75a7d5d09ad8b4b35b7e2aad6d40ebc0f339672bc688bf98a6e82071acf
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt20000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5771535a9c1acf61255d6e23d255f5a14f18e06c
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6213a5159bdecd901c96f4b5b4309593ce9252314d4615d3a5cbe67617b6c29b
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt25000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fc6668510fd89599eb9321a9fc0d35ce0447b65e
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9375aa7de28f5cc2de9f2391bb5f803e3857dcf03012785b3d8de02bf6357341
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt30000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e15c678032e21925d8d7e71ef9953cb891018595
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ab98ac6dc6e5611e9e0a13e8e8628e25c760497d29c7d41ca1f063003b005f1
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt35000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b5422a172d73780744f1b734b153e8d80f452989
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b34ea12c5d82606487a9f5444aa56230076786f24a615372e65030b960b9036c
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt40000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4caa3b43a46d7becd590f203b7047f420158bdab
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a99013878fb3e5f118ad905d33609d57f3b9e62625e1c8e86e1ebd5b39c0f636
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt45000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..414160b24ebd64aa20b654d339df8ca45ddf6aed
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7ab86156c34ca8ad05b081b51c2150965d0bbfe86806e7eac150c64e7935efa
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt5000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bd66a06a98601bfd57c6ad54d0c23ffd61753661
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffa67838f1cbf471f07e2e90197555962ae87700506c975ac2ff2bbba375764e
+size 656770
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt50000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..21e76996d25acf2c70755502567611be68f3eb8a
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8722c67e584a3ff7ba2e538776739b35d45c43f460a7d5395bffa09814cd9db4
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt55000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..618bdffec9e0a96299684291cf86aa2e406999ad
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fff7b0a6b40f41281494734a81022aeeb2e8c59f56c78341951ec652b6095cc3
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt60000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9aad6680dfb68563ebd6867aa0ffa0a0d294be63
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a054297697f1feebfb928492572c2e9ee5236295667411caa77e1885a1530ea
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt65000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e2d66280457667884a0fd20418e50527c0e908ec
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e881ba344f9cc08a10f3e15716b81eaa0ddb9dfb3711865ab3be9f255a0ecb2a
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt70000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8d6091e5f543914db5d6b20ed975e9bd11138ed9
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b5e16afae1e6495cc7d5b0aeb7c060ba67bfb2b9bf62804dd95beb5c89488fe
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt75000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..50183294f0d7711f745194716ae274883e7d772e
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11624051733ebc1b7c5d216f68973b643bfa9c97e592fa2a8116a151d59852f6
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt80000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1be0dc0bf22ec79e4d27b7a11eefa79bbaa2eaf2
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca7c81c4f80ddac605b6f55f8dd86c6aa2a2f915ff9a8219acb789bfaf6cbdbc
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt85000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..50f39247f7f1fe37638e8d5ca954180133daa801
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0acd2da1428a9bf5196e2aa7c19a5893d033e81f1a075cf58087196804db9762
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt90000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..36821001a80d3483bd028af3631a2d51de8624bb
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2c7d7b7f6c3cfe6542f105dd1536e8be5e482b7d2d1650a1e8e7acab91f7194
+size 656805
diff --git a/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt95000.pt b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5170b0ae0cc8f2e3a743700ebedc5fb3cdc174c3
--- /dev/null
+++ b/checkpoints/k16_N512/seed20/std0p01_iseed20__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11d20e0be5c6440d9ba9699286d41a77deb80de860aabae639f5f2fbe07ea088
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt10000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cf2ab1903c5b61d2969c859faedaffa503e15ceb
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2157ed67738413c3021a7120d3b623c7f648d425f44dd51b647910bcef338cd
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt100000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..919b3c41c4852f7c79fab0bd0d67def162df0a90
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff9a54d4f878f47c6c2c509129a3d59662ae001fddb80c4af80e108397427bd7
+size 656840
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt15000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..aa942bef2d9a7126852e79faa6f9750a028bb9ee
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42690cc8129cac2e78d6060394bffd2a252ad7a784a6712e9195b84d79173a96
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt20000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2c363603fa9ab1847cf65d942da70b2a14b22228
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce5d2e25ed13d00c40c31d1c206539229c71536a60cba145de5769b7da3136ba
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt25000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8e1d1366d8d8fb7e74b6a525c4e9e52532de51a5
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9c8774356a814903b815ee14868aa9fc2704e9e7e5f98577f0c5543025dad51
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt30000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b1629c39c3cf1f04d58f7cf9362678a413f5f27e
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e305745a2aa90fd1b94f7e0a17da54b3a80e50fbf34d3b7540b5c67b6f659045
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt35000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..90afa3741df0b96f07bebbae7d3663043d6f22f1
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ea1dc16e98f66d873b50c8523f0951327ac5981b92b36b6b227ded4beb28b31
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt40000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..458392256673eb622ee9e65ef39fa740f1c47e2c
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56678193e440892fdb1f0d4bfbb0fded4941e7c81585a480d75be00e5a0d3375
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt45000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c4b7d2f207a939e55011f8733e49ba4b7cf9c2ab
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:565a824ec25c9262f8e9b951c14c5f10b0fe110905aa86fd2c4de516aecaed85
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt5000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..64780b5eedbdf141951b9eb1d77f25e151f79e97
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a156be73079007590ae897fc55c2cab5613f53497392ce810a9cf5389cf95544
+size 656770
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt50000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..42b674055b9f3339382b698a19c30278d3310e1f
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8fb577503ab483963a168473bc5dbb0a2135423b72f00ed540d3833c5ade784
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt55000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2adcce5f2332ced1aa31684b94239cd06d2b433d
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47e2691b9aedbba25c7e2d36ad17fc36caeb3f595701ee9f85210bf300796028
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt60000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ec8245c1655c95dccbc7b917b18f64ccd0ff067b
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abf987aa3f9d61632b2d378936773b59fb2b00481f8896ca7b65e5c97ea24e51
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt65000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dfb0918f4e8999f9182998d56d9fc0cf009b5e01
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19106c272869e562e63b637b47e3167d5231db39ce60dcb6c2ff4c20da3acacf
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt70000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8d6d83eb599fd2207ae1ad80218bcdcbb177c41a
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a61457025dce0accac0560de911763ff646c4a5ef26de485a1c385d8bdb2e7b7
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt75000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..891ecc7d4681cda994d55d9d5919dbe315f3c411
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:277ea19edc8f73ac430a242cfef594d3295b3e1c0788a8e537715536e004d847
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt80000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4f2d2734d59c948cfe2f9d236ec1e6c8c3d080a9
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9226db68de361212f2dd2baccd33b25708ed00e0938c75ed8a0be44518c43d62
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt85000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1e4277cddda992206683208236d074661e174371
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23f24ea56d8a664b75a40c2682714ced72c4e4ec0657453e5ee539f58e53038b
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt90000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..da580060f60573ca51384cdc021e93fe34a4d378
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ed02b60c3daaec118cfa598c9aecb652173061523f77373429460c682339d9f
+size 656805
diff --git a/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt95000.pt b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..88a5d76557648d9ffe2447b242ba8b5031d9bcfb
--- /dev/null
+++ b/checkpoints/k16_N512/seed21/std0p01_iseed21__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ad36141b776f7f2d8b378c7bb46660858801c8f1a1167243b9f4fa128c8f430
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt10000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..390517f1239a513bd303dec0d8f846703e8fce44
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9c4dfc47ba16f9a0e35b20c6ed21b89615bec97bf9618e498bba1018eb455f6
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt100000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6a260494590e9b56a973047b2270f30d6d8492de
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6308c7ce38db93e6a58d9bb2dfc5d057c36448f5aa6527a43e50c1f3c844beec
+size 656840
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt15000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1ba2782a3abb3af1c015169b649a2e5bea4fecc5
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c2292458416b761aba3d269bfcc7ee72353bcb8061d5468e3d628c35704589b
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt20000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b4f85729234b514e676710b0c7a548979d885fa9
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0867529dad8d1510e533443a2cd4795b3d69515a7d1a9e2e5a01cb588f11583
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt25000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..21df362ec7f9ec7b4b7a7019303c2d137f861cc0
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b80b239a838398274f0f7813f9c94ba7cab17eeb4ea222ade866f3d311395fd
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt30000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..26d910b28ded9d3582c02b4c8b93b3cf8bc7e0a3
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3bd5423e32a7d2c496468ca28b88928e4d45b070a984ce362ebf29ad51c5080
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt35000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..64c8afa5e1789e0fff078b1cf6a67b71bfe139d1
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ccc34fa023c36a45cdedf6b26ec90fb5d21aea9d8b21fe490f88b2488f52e687
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt40000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..98cabe18836b81975b5eedc563b06bfde96247a4
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7da1f14ae2a9a14e933829c5c8630629f718cbc7364089ce1e96d2cb7fbff8f
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt45000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6f0ae6afd000dc88d55971e46ae1c00f1ce64ac2
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc89bc7d93e7384be36f446051d4b5449d7dfc6304d751f1630c659644b82ff2
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt5000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c734ed5266cfc5fe1975f1fd1c554178b4e37d80
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7a42bf5689a94b27069a17a051df970ca496a8903f7bc5bc55d8198c5f4283a
+size 656770
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt50000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3eeb444405dfbfcf98c03499ab3ad3bf179f80b8
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:107a8953499bd9349e2d20703cd24dc0f229737d75df70206c4a220fd627dddc
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt55000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e02af27a723418366134e9002ff4547658e4b088
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9da562ef3be28f7892ea67b24f5281a5a788da0e8636cc42afe826b9900fbd8
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt60000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..127b130ab4cd53c3dd05824cd4a73f5ee3fd6cb0
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:927cd24739096a2d06eb7a47aca6ee618385cef9260a515fcabca490c2692134
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt65000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..97e261a8ae9612138d702377e33d54fa744b8c2d
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:539ab014f681531bc5e5f8e5636555f0e36d9b1027666c08d0dbfa485141084a
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt70000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..63bc3d694fbc8127b90977e2515d7f63de8f642b
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:feb89c64a0343afbe1257b5f27e700ef4e29e602be5cf47506c7e26bc27f2fc3
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt75000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4e81d5044146f02b9c345c528e5d42ea629c2059
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7aebd36e8c340c7dc037a7a9120219c643e3e13c1015008a580f018782320054
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt80000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c48dbd59e8c4789b4dfb0d79ac53a9a2f99f06d4
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17fa20901ad37205c58e6c8b36af8379320ef319f764a8116e5f225f20f4ef5c
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt85000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..793818bf2d71bda3db89522f4c566a06558201ca
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:897df41b3c259f5fe1a9d883436b28f6b499662cbda40218f1b882f6ebca7d38
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt90000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3ab8b14c11be4e9c90139aaa8a829b874a8d1ebc
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13b7425c3970da129deb109c321950066d05b288c6bb9bd168af7ec35adcc716
+size 656805
diff --git a/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt95000.pt b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..85c5b5f2db7965df11c2925089c2c7beee47b14c
--- /dev/null
+++ b/checkpoints/k16_N512/seed22/std0p01_iseed22__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db9fd9e0ab39198122d80402f33853efcc64d9ec7b8dcf651a1446a4fbe76f32
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt10000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d6082e46538ed5261b53d4e66d1cd9d20c2778ff
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e45c2b82967403984853080213d6e0df0e2e8fe7e0269034745077ec22b375b
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt100000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e0b15a66bc8f90dedc0e1aa2045f635b8bcb0240
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0657b31385601b76e0c85a12a76b99cfed63b1cbb520536c4c89993144ab06b2
+size 656840
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt15000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a02c6907f1e1e6a09d3bd1c8e5750a6b8b7b2533
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebf2e8992d237d86906f30d77806625de89a69012ff76c9db124baf4b2de5d46
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt20000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bc730e79eefeb454956474e520576c655899c2bc
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:883a76f99160e33cb00cdf0aa120360a37f189902ef2a8d4508974be8e655f77
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt25000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..40da565e4b735fdb5c042fe67177a25a1e3fe026
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6ac96bf99cdb4288a1fe70335598516af33f476bbe87927259dd2349145817e
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt30000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..48c03bf98f413e1a058fc9eea525f86a1f90afa3
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1edf374ad0c4db5a7c759f1bcdba970de8ad4b4de4d4cb42f2738a94b01f99b1
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt35000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d9d180a643112d5f1562ac386ebcd15d34df0952
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1a1ddcf1400a44c34c9ad3b007011a3c2f5e6cad4ee0012659f8a220ed30628
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt40000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e79492a7a10f407116d3b01aa888fe27ca4f7b4f
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:712d603f069a58a511db6405578438a2045186c79152dc214d0373593f0f0084
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt45000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5c2b26c9c914fbf575577d9aefab00d25133ae30
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:262e6c15d440bfc958dd425c77abc8f1ce806b4f1c567b2d4f901c0268f70570
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt5000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dacd05dc15745d70c07021fcd8f1a59ac9b3c8b3
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0544bba2c5eb691b89752fdd0cebaa429b08fb6e13fb4733f506e8a7673ea3a
+size 656770
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt50000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3b47cedd5f8bfc4bfe6b716401a4b176845061e5
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f974edac32453024d425e00c0e9773a468869d37a1b19389b9da843ad28de63
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt55000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..835edd045c7f1f94d01aea6851618037435b457e
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74eca3886cd8d652ed7c15e4de75ccfc778e522591c2d998e509be3ad1e0fa40
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt60000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e775639a698e5bb285066e31d2d7d4defae31b80
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3df37554b575f4d84d674f6f6f2fa6f33c80bab863aa17194eade52f5520b90
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt65000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..22ed83651f1f79e680ca2e465e26b0b6d0d6ae7e
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c78c1e554c0ac2d204a3d1fa7eeae000aee1170717d6efb587af547a9c69bd4
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt70000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8a1173d8852d268ac0786b55f088d66fec174520
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca7695a633a73f2d28f059c366bcd1d0d861540adeeb8dc1b7b4e0ef615f193b
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt75000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a9f43e80e639210840f65f94524440063ef82807
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a22834894c0b612f671ce1bccd052cf577f42d33b30917751c0e90129ff0ab66
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt80000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b1a6502e84427b3b3f394a12225a18398feaff2f
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b63742588f62210bd8dd85ea1f4e56d57e46d487941b96d054e549126bc2f04
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt85000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..210318bf79dad6a0dde313a97525e1759ddf92f9
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebae8cc2948020ff29262c5947b9305237922334edb62c5bd0d0e5e54292bccd
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt90000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..27c68c0bd9fc7b23c87ea76f0203d422099e364c
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2e05ecddb002c69f56029dced31718d94316f2aff516a06976f126809554611
+size 656805
diff --git a/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt95000.pt b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..803faff0f1a9974fb3bba11b97fd41985e70fd1d
--- /dev/null
+++ b/checkpoints/k16_N512/seed23/std0p01_iseed23__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13ebba90da2c543fc49750659e1c8ced6e36c9bf2a199b0576cdfbb8faaf59e5
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt10000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a508c9ce21c6eb9fd8ea2605ea4492fef6f216e5
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5848a4c2d05219343d3eeac90ca605a640a13ebe409e7a35281613392162c585
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt100000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d53ea3948cfd009cec5b4347aae2c17190a799c9
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fda98597f77d5e90ff3f92eb8cccec8881cfe5a617959903da072606235f16ae
+size 656840
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt15000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..caeba67f6cac0968b1b036ddbbbd0abfe2b2cdce
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a878621391eebe81858d76dd19cfa734d3d5ff53f57b2d1ca552491b8c4c86f5
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt20000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1c1949f8a4847e885f3e6c1293cfd9ced80c3efe
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:732f303146ddfa02cecafc4729fe2186e129e32a94be410a826ed7c7807331d5
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt25000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..430e8d55dd1d3cec8dd79eb2df672149e4cb04f2
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2540ccda9dbe84adec660e95f9db830e2801c8cdb9cc60b9ec181495d130a13
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt30000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2557a233076873335f312797edcccefd3ffc0cf2
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f4d2457a9506d6e215c2534e3bc4b0a0a65846c5d7f6e428dc30639ebca9cfd
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt35000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..06f99c59e5ce19f39ec37b2da6e0ac6db5f302fc
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5657b66215c698e7d125345d95f40fdc89ddba28f4385da0b75306108221870
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt40000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..280974b21a363022ad65553cca874be30ee612ee
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:376d4faf691fcb009d1f92c595c2f6ab6908f743e320d62c71a19c263b97bb76
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt45000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..10632a34c8cefc44762651f0740f8a4b3129fcff
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9016efed330f14d6db668b4c9f6f73d43d97a337613b28a1c634df14e87dddd3
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt5000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..46035ba9221fe0e5b94051918567b29e15902917
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ff3f7951d98d8fff9747833ed02f68234216a746bd13c66f6c89586874ac599
+size 656770
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt50000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b74f5e644e1d13b686b51bca7c8e6d843f11a459
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad6470db444cc87f95fa146c9a0527a0bd5df90a69cbfe547ccc89d604473897
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt55000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fad6a7276d83cab8757fc107c5566d8b051fc71d
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d994c5e0d688132b1a236de974b00e6fba9f174ccef1a20a66e48a8ad7c91c71
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt60000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bfd526f5cc3e39be5325314e8368865f4018eff5
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:415616af9b135f95c2986a99f16e4a0e8adacbf37a9ae3a7f846abc51a5ce396
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt65000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7eeb5f28326738b5451479e646581424517144c5
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b78d872311c34bfb7ff6f2dfc6aeb3aee27d313014ffa99c4e12ecc635c31d6f
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt70000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..01234b98a0128481e6689cd0620442f68dae825b
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:109e833203ec1333fbd839ae170fe149c178df4341678153faac2da26eba3574
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt75000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6c554d262da91304247e2bb1af140920486d3277
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f716441d840dffef1fb6d56253a176dec7d870b6e5e7ede492485da5a840e051
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt80000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7ba06692a2b94f4cfdfc4ca356efff134e355b22
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f092812cc7b52a728c29cb5ffb9c5b1da1aaad2c0e4d8dcdfc9dc9685f77d55
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt85000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ce9fe70ed91eda2d13225ddb8dba6a5569429461
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e10914fe1ac3e24d0277ad89519a72eed89d1b0198014bdcb25fc42f76a388e0
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt90000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b803b763d4478bc42645f0d772d8be39ef20fa2f
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63a4b618b9226fe99bc0e57d4e8484902991fd2cbfcff2105f6b548d701c32b1
+size 656805
diff --git a/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt95000.pt b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..91e1cedd3cf094f9a5eba1d5706823d790079f01
--- /dev/null
+++ b/checkpoints/k16_N512/seed24/std0p01_iseed24__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4c18ac5dbbc22aae6d79f78f91d3e0849db5232fb9eafe40edf2017608b04bb
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt10000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f04db7ee88ced99265dc8503c5574695f96ee433
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffca07009f0467e56901a3f35ee6ce0d5f6e013292e6407b5b1ae5b00f42c29e
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt100000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt100000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7a421ed6f9d1c06c6669348ada69252e783903ba
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt100000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ee3464e05251f03b7d1daec86ea01d1544df2d2e9d020ff7986cdd60be1d67d
+size 656840
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt15000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9a181467885e106fde4d989d75c37abb92078181
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2300504edf302f08d558dd3e99c0389c74ed76c491dbe86a0f8637b598a33be8
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt20000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..72812b4c69952c546ffc24b893fb354619514548
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71eec1730b211150be034fe684678553cea6c20276922004d630b9c2476dafa5
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt25000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ca5a62fbc812277397862870a1a029dec3e4566b
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d85c03a0fa48061f06be4a1d402d162029ba1e7dea17b0c91ae2f33064a3f49
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt30000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f1e2ff01e01777469b20c7eeaa245ae50735e224
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d65738c2b16d957b178bdd158eb612ea690f82c2b56136f15ebdf1e10dab6f17
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt35000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..95c056723e043b8f75e14dbda639b19662664ca1
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cca2105ab10483f90d9de5cb31e48195ece7a551db9b861b829aee27c4a14727
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt40000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b3ced88e60c80fa47b3e217005fe06c8d6a37966
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0e9c88908aa885883c79f408c98c3c903fce54674c107c8c9c65fee465a8ff1
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt45000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bb3023bd0a90777648ac4b91467f88bd452c6bf2
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58a57315ce03bbb440d3cb28cb00c985a6c3d65d6e0f96d511bb7ec69cfe8d51
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt5000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a0a625fc265c1d26619211c3c5662be8a4a8c935
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d22c27be3a4cc1373f8a2176f174d20bc6781d342ee2fdbf669459f9e7722ab0
+size 656770
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt50000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e00954d7868e5c16cf7be4f220cca4ffabe4ddf8
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ee5dd5b77f6f192a9855109d7be06689e5f802f09887a90c876eac354f25fb8
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt55000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt55000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bca70b964087c9acecb45814f5b65d42aacd2564
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt55000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e65321648df9334d3a326b573c919b50659fd3b8f17a11d67c8d86e806098824
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt60000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt60000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..40ad3777fa4883c75375f3239203f15375bd06e0
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt60000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a4b4428aff8d9f81a5dccea808f12ffa66f0cf1889e816442513502d75b6d43
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt65000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt65000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8af6442d911c562c7505700014399f22815f4afa
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt65000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9c53c2a70e2145412d96606e200e75353a26fe771d6b4ebf351108a86c5a5dd
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt70000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt70000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b5ce7c188f19c4eae7c218a2473aa3b4a6762b87
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt70000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d908ae057f3394be2c4fe52b690b85de42bd900e4c1d48f2368b2ec4d114a8a
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt75000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt75000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6a191515b540ad30cfac62ad9e43e53c6d1e72c5
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt75000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5848811f1e860c0bfff8062a3148a9da05d78d07a6b364136dba19d184e3ad84
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt80000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt80000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5130e11699614642b7c85693d72c6ffa96094ed2
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt80000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3570609f46b1ab4ebc8d8b290138092ea2b00a7cd6bc9b5fbd6d26e074d8bf63
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt85000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt85000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..627a43accc23346943a5dab243b2dab7abc67c99
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt85000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f0add3c4bd3de1f98e154b4bfc9b3625d38dfa997a083d357d87e4a70b26e34
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt90000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt90000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0e125db582b8b06809bb80d9414c479e54fbacb4
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt90000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22643553205c62b4c4845ab03418ecb3324b6f7cff2adbfaec440f23babfa39f
+size 656805
diff --git a/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt95000.pt b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt95000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..24ff942b677fb84dd1bde6e9421e2356d494d4c7
--- /dev/null
+++ b/checkpoints/k16_N512/seed25/std0p01_iseed25__ckpt95000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70fbcd87b0837fd30f91ac01f70aa33f71eac3ddb3e9256f62451a840573c6e1
+size 656805