diff --git a/pykt/synth_l/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done b/pykt/synth_l/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f9eacfc1a561b2598b10f7e703ffa4e7aab331c8 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 80.7, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.786977874430978, "n_train_users": 576, "n_train_chunks": 576, "n_dev_chunks": 144, "batch_size": 64, "seq_len": 200, "n_val_users": 144, "score_s": 1.8, "flip_max_diff": 0.0, "peak_gb": 3.94} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sakt-ics0/train_info.json.done b/pykt/synth_l/coldstart/pykt-sakt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1410f965c0d789576a8ed10acd302941fda45986 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sakt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.7, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6634888038409037, "n_train_users": 576, "n_train_chunks": 576, "n_dev_chunks": 144, "batch_size": 64, "seq_len": 200, "n_val_users": 144, "score_s": 0.3, "flip_max_diff": 0.0, "peak_gb": 0.42} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sakt-ics1/train_info.json.done b/pykt/synth_l/coldstart/pykt-sakt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..76023dff76024c603ca95c3691106ce39ac373ab --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sakt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.0, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6691309279530404, "n_train_users": 576, "n_train_chunks": 576, "n_dev_chunks": 144, "batch_size": 64, "seq_len": 200, "n_val_users": 144, "score_s": 0.4, "flip_max_diff": 0.0, "peak_gb": 0.42} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sakt-ics2/train_info.json.done b/pykt/synth_l/coldstart/pykt-sakt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8dc3cc339413088f60ecb5192b1bff8699e9db04 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sakt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.3, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6688039285002056, "n_train_users": 576, "n_train_chunks": 576, "n_dev_chunks": 144, "batch_size": 64, "seq_len": 200, "n_val_users": 144, "score_s": 0.4, "flip_max_diff": 0.0, "peak_gb": 0.42} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..deb3c569410d2777adec17a0ba79a56ac2c30943 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.5, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.6901313365753021, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 5.2, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..65c648febafbeb2dda9bc96b2224f775269992ff --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.7, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.6709392704967927, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 5.4, "flip_max_diff": 0.0, "peak_gb": 0.83} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..400a1ed62f96daba89d24ecf6e5f2bdded27da48 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.7, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6447804935232402, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 5.0, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s3/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c13fd75f05112daa8f8467db776fd75d739c19ed --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.0, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.6671442786069652, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 5.8, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8dbac42604fa3e55f027492e2d912d4b41e0fc55 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.3, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.6790700201832014, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 3.3, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ec7da600f75a141829c5ab13488c3160e99f676f --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.1, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.616703003875969, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 9.9, "flip_max_diff": 0.0, "peak_gb": 0.54} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fd8e82cda5a810199108cd8128c5457fe1cd57fe --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.2, "epochs": 51, "best_epoch": 41, "dev_auc_pykt": 0.6296175220660346, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 3.6, "flip_max_diff": 0.0, "peak_gb": 0.54} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a515f09dc1a1ebd3c549777a2157f6a20b8b6b2c --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.9, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.6833062456466218, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9ef29110a61b1bf8d39e4e6a2f8ca1c645ead9d6 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.2, "epochs": 79, "best_epoch": 69, "dev_auc_pykt": 0.697738937439312, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 5.5, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f6ca0363df5e25ca0c6865080561e65d219e4586 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5173893902707462, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 5.4, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c78c181026135b5c4317412be06b23027c1efec5 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.9, "epochs": 99, "best_epoch": 89, "dev_auc_pykt": 0.8872938737397043, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 5.2, "flip_max_diff": 0.0, "peak_gb": 0.89} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dea3ed0f54f9a2d9ce25ebe814d242e8e36f21ea --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.7, "epochs": 110, "best_epoch": 100, "dev_auc_pykt": 0.8775622532122024, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 5.6, "flip_max_diff": 0.0, "peak_gb": 0.83} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s2/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fb8bdae7ab1d75a5365f9b371f91e16df7a4c3ed --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 29.7, "epochs": 106, "best_epoch": 96, "dev_auc_pykt": 0.8971468041428066, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 5.3, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..897bd6b7d5e017d942b8193d62a0740fa42f44d8 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 33.0, "epochs": 118, "best_epoch": 108, "dev_auc_pykt": 0.8883298461373387, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 5.3, "flip_max_diff": 0.0, "peak_gb": 0.83} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5b2a4610647281a9118d9ffe2a929e21d81f58f4 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 28.9, "epochs": 105, "best_epoch": 95, "dev_auc_pykt": 0.8857295821462489, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 3.2, "flip_max_diff": 0.0, "peak_gb": 0.87} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..01734bbc8f75315cacc79caa91b3987ee0f89006 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.1, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6293253968253969, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 10.4, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8a482bc56775e78bc7a148aad483db471ce6a8c8 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.0, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.7052023121387283, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 5.4, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a303163fb6f967163b57b5005aa5788ee114cc04 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6234824957651044, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 4.8, "flip_max_diff": 0.0, "peak_gb": 0.54} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fbf163cdd3e44e3bad498d0c1a8d30cf57fbdcee --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.1, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6509009009009009, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 5.7, "flip_max_diff": 0.0, "peak_gb": 0.58} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ab67c370ef61f8465ad93058671e1870914e095f --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.4, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.6560242743213125, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 4.4, "flip_max_diff": 0.0, "peak_gb": 0.54} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1c5a35a99ae9a7012e3252cd24268c490b8db1a3 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.6, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.6807116720348825, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 5.2, "flip_max_diff": 0.0, "peak_gb": 0.65} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f9fd56315ef5296a60cd6d96ce6bf0c8e31b13ba --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.7, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.686303125772177, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 5.4, "flip_max_diff": 0.0, "peak_gb": 0.64} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..586db063a3d6c65005b88e3024d86d1ee1e432fa --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.5, "epochs": 71, "best_epoch": 61, "dev_auc_pykt": 0.6543416583689114, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 5.2, "flip_max_diff": 0.0, "peak_gb": 0.64} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..491a39c9e1d262f20c9122d07fc3b578c81a1eda --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.7, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.6711451247165534, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 5.4, "flip_max_diff": 0.0, "peak_gb": 0.66} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..13f32d73c7b22b72b7bb5ea2d8490524781fbefd --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.2, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6499282684630738, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 3.2, "flip_max_diff": 0.0, "peak_gb": 0.66} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..83ceeb5f0626a8968c3434eadd927784cafe45c9 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.9, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.6845878136200716, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 3.4, "flip_max_diff": 0.0, "peak_gb": 0.54} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..51a1e2f874c092f577b16460cc67f3e009d8e659 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.9, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6778120434994319, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 5.8, "flip_max_diff": 0.0, "peak_gb": 0.56} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0626d284a77ef021f0561b83739a5cf86851d742 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.8, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.8013513513513514, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c89d503c5064dcc8a9474576b032a8ba42b19df6 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.7238542890716804, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 3.8, "flip_max_diff": 0.0, "peak_gb": 0.54} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e2cb1b5d0c6b15a87bc03b538d2b479c71f921f7 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.4, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6112877583465819, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 7.6, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ffaed77c9d271f70f2aa023aefa9376420df11ae --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 53.0, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.9129355032244789, "n_train_users": 576, "n_train_chunks": 576, "n_dev_chunks": 144, "batch_size": 64, "seq_len": 200, "n_val_users": 144, "score_s": 6.6, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a34f1cbf69f142ba2207348444f2a3de840ce04 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 55.2, "epochs": 74, "best_epoch": 64, "dev_auc_pykt": 0.905525076553942, "n_train_users": 576, "n_train_chunks": 576, "n_dev_chunks": 144, "batch_size": 64, "seq_len": 200, "n_val_users": 144, "score_s": 6.2, "flip_max_diff": 0.0, "peak_gb": 0.83} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a1d95dc630931d4aac0b491a36d3856a22d49e29 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 49.0, "epochs": 68, "best_epoch": 58, "dev_auc_pykt": 0.9099469143250556, "n_train_users": 576, "n_train_chunks": 576, "n_dev_chunks": 144, "batch_size": 64, "seq_len": 200, "n_val_users": 144, "score_s": 6.1, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s3/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e72c6d20387c3838163d2d2c2c1525271be89bb0 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 45.9, "epochs": 62, "best_epoch": 52, "dev_auc_pykt": 0.9098601832751702, "n_train_users": 576, "n_train_chunks": 576, "n_dev_chunks": 144, "batch_size": 64, "seq_len": 200, "n_val_users": 144, "score_s": 6.2, "flip_max_diff": 0.0, "peak_gb": 0.83} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s4/train_info.json.done b/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d153ff381c27d977e3b9100475b983210a7d354f --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-sparsekt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 45.2, "epochs": 64, "best_epoch": 54, "dev_auc_pykt": 0.9132797981686174, "n_train_users": 576, "n_train_chunks": 576, "n_dev_chunks": 144, "batch_size": 64, "seq_len": 200, "n_val_users": 144, "score_s": 6.2, "flip_max_diff": 0.0, "peak_gb": 0.83} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN128-s0/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1af0d43f56b50b7d65928ebe6eeca41b840b2d7c --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.9, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.6911076112584733, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 8.4, "flip_max_diff": 0.0, "peak_gb": 2.94} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN128-s1/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..56718e60f71bfc9d6a95902cc0bbb4e3574f4d57 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.7, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.663482698880929, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 9.1, "flip_max_diff": 0.0, "peak_gb": 2.94} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN128-s2/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0f5efd09104c270f82fd74e212626a610bbfc807 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.8, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6456850907527891, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 9.5, "flip_max_diff": 0.0, "peak_gb": 2.92} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN128-s3/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..af31f876149396f3113539eb70ead78d49175af7 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.0, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.6634257285003553, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 7.7, "flip_max_diff": 0.0, "peak_gb": 2.97} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN128-s4/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..625c5c202e2a68cc7bf4908a3b04992d20e1b595 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.6, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6627961496662009, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 9.6, "flip_max_diff": 0.0, "peak_gb": 2.97} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN16-s0/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ce8cd20cdc15d949ba78d791bb39c7084119e430 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.6, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.612281976744186, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 14.4, "flip_max_diff": 0.0, "peak_gb": 0.72} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN16-s1/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d293e65557b551282abc5117f5139a28218e3621 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6282009371254222, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 8.0, "flip_max_diff": 0.0, "peak_gb": 0.72} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN16-s2/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..03ddf139041a7d932d0e5bd46012fc6bafbc1c51 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.4, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6404690039470629, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 9.8, "flip_max_diff": 0.0, "peak_gb": 0.72} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN16-s3/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e162d620a54f1438782706aaf8fce1520a389688 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.2, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6643085032598142, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 9.8, "flip_max_diff": 0.0, "peak_gb": 0.72} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN16-s4/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8257c27eca1547eb3dc99d0086fed7dda4685b3f --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN16-s4/train_info.json.done @@ 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a/pykt/synth_l/coldstart/pykt-stablekt-csN256-s1/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e68bac25b3e11f72e6b9ff4b918f10ce6aaf3af3 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 81.5, "epochs": 119, "best_epoch": 109, "dev_auc_pykt": 0.8282037751931361, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 11.0, "flip_max_diff": 0.0, "peak_gb": 2.95} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN256-s2/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6e20a4692304b2d6ca68bad0a76cc4797ce515de --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN256-s2/train_info.json.done @@ -0,0 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a/pykt/synth_l/coldstart/pykt-stablekt-csN256-s4/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..17b813f576c7d93d8490cbf4ba11590f1c77f2fa --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 76.9, "epochs": 118, "best_epoch": 108, "dev_auc_pykt": 0.8380555555555554, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 10.8, "flip_max_diff": 0.0, "peak_gb": 2.92} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN32-s0/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7a7b9eaa9693c242139947959bbfeaa569f11286 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN32-s0/train_info.json.done @@ -0,0 +1 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a/pykt/synth_l/coldstart/pykt-stablekt-csN32-s2/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..221c1024664104a70a3b9c02849dad408c716451 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.7, "epochs": 56, "best_epoch": 46, "dev_auc_pykt": 0.6359754376058724, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 9.6, "flip_max_diff": 0.0, "peak_gb": 1.28} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN32-s3/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9563941c491687e4e231381e1a3f8ee968818462 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/synth_l/coldstart/pykt-stablekt-csN64-s0/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..372ed6517d4c7a984728e2bb4d66923c5e1c7dce --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.0, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6753507599494585, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 9.7, "flip_max_diff": 0.0, "peak_gb": 2.37} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN64-s1/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..34520a76e2d2dc9abc10b03045f9dcceddab92a9 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/synth_l/coldstart/pykt-stablekt-csN64-s3/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9c86abe373acfcf03f39310a05b5bc14a5522027 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.1, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6690192743764172, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 7.9, "flip_max_diff": 0.0, "peak_gb": 2.38} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN64-s4/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5cf60b29c46e9222c099643b0b581ac3dd93655f --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/synth_l/coldstart/pykt-stablekt-csN8-s1/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..71cc4efab4bd2e0f3e3adb58af9e5a15f1a82456 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.7, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6718065249147865, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 9.5, "flip_max_diff": 0.0, "peak_gb": 0.52} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csN8-s2/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..05408ba9c7ecb1a1a6c57b09e30fcd5bfd5b3b61 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.7, 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b/pykt/synth_l/coldstart/pykt-stablekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4230f4a93cf05727715a68c0ff4cb77eab8ab41a --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.5, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6518282988871226, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 10.6, "flip_max_diff": 0.0, "peak_gb": 0.54} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csNall-s0/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..78a509b09dbd674813e08e22fb386a8c09b3c746 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 102.0, "epochs": 59, "best_epoch": 49, "dev_auc_pykt": 0.9061561814684946, "n_train_users": 576, "n_train_chunks": 576, "n_dev_chunks": 144, "batch_size": 64, "seq_len": 200, "n_val_users": 144, "score_s": 10.7, "flip_max_diff": 0.0, "peak_gb": 2.92} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csNall-s1/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..605530e1a9556eef4cba9757f4a2e7976ea7f394 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 110.8, "epochs": 60, "best_epoch": 50, "dev_auc_pykt": 0.89395282078774, "n_train_users": 576, "n_train_chunks": 576, "n_dev_chunks": 144, "batch_size": 64, "seq_len": 200, "n_val_users": 144, "score_s": 10.7, "flip_max_diff": 0.0, "peak_gb": 2.92} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csNall-s2/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..514b717985fd16349412dedd089e93cc1b922814 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 94.1, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.8994819890993617, "n_train_users": 576, "n_train_chunks": 576, "n_dev_chunks": 144, "batch_size": 64, "seq_len": 200, "n_val_users": 144, "score_s": 10.3, "flip_max_diff": 0.0, "peak_gb": 2.94} \ No newline at end of file diff --git a/pykt/synth_l/coldstart/pykt-stablekt-csNall-s3/train_info.json.done b/pykt/synth_l/coldstart/pykt-stablekt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..25da26d84e0ecaae85f155ab47676e367c1c8e82 --- /dev/null +++ b/pykt/synth_l/coldstart/pykt-stablekt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 102.3, "epochs": 58, "best_epoch": 48, 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No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN128-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..82a2a1585d31702ca0a3738311c2c14a8d817099 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.7, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6515186105896877, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 40.7, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN128-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..77f63e7d9da068db4be125510ff6edee8ab7a462 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN128-s1/train_info.json.done @@ 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a/pykt/synth_s/coldstart/pykt-akt-csN128-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ba688abbb45fa743b2a0880757e741f3c464d1f1 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.6, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6847836512397935, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 45.8, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN128-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0c0c3e22082221705f81005d309e40e7b532cae7 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 35.5, "epochs": 51, "best_epoch": 41, "dev_auc_pykt": 0.7257066090155107, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 45.0, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN16-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0b925e17e0ba632e1e78dac51c1795b3cb8086b0 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.1, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.42940603700097374, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 83.3, "flip_max_diff": 0.0, "peak_gb": 1.92} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN16-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8d1f977940ca8b667e6f5dfc83117837b7830e2a --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5844239433597939, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 38.2, "flip_max_diff": 0.0, "peak_gb": 1.92} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN16-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..41d6ee6283ee76c5c250e1ffb0c78a6be84c338a --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.3, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.6621386276558691, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 38.7, "flip_max_diff": 0.0, "peak_gb": 1.92} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN16-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..75436377fa55337d0157e30476518224efc76f80 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.5, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5942164179104478, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 38.2, "flip_max_diff": 0.0, "peak_gb": 1.93} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN16-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..32d13e589e98e4d36642ceec825d33afb41bc21d --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.0, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.569735327963176, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 39.3, "flip_max_diff": 0.0, "peak_gb": 1.92} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN256-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..10d80ca608000163488720bae034312dad8064dd --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.8, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6741151882569638, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 48.5, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN256-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..31f2dd26f171a4e2dcdd888cc859f305d164467c --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 63.7, "epochs": 49, "best_epoch": 39, "dev_auc_pykt": 0.6199891064479721, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 46.8, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN256-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a0ad395a9aed5bbc87630e30cf285ad81c2ebae4 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 38.2, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7018738529894716, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 44.1, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN256-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6741a42b6f501272fbe6be6516eb6b9e7dc02c55 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 62.8, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.6970142280637772, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 48.3, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN256-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6b143065256e0ca3f8533edeb0ec6c9e37b9e657 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.0, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6578977098590946, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 43.3, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN32-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..eed36bc12c74dca456b65c4d2779a0cc610a7c39 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN32-s0/train_info.json.done @@ -0,0 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b/pykt/synth_s/coldstart/pykt-akt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..41f17e4be92d244d7d49876d84d0597ae0d7fe51 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.0, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6122024329200861, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 38.5, "flip_max_diff": 0.0, "peak_gb": 3.75} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN32-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a6d770af2667cd2cea23f7a275fb96bdd906500a --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.9, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.6859753061834113, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 43.0, "flip_max_diff": 0.0, "peak_gb": 3.78} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN32-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d7c974d4d1d34e9aa09f3e9a7c7c89202930c2c6 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6142800944138473, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 29.2, "flip_max_diff": 0.0, "peak_gb": 3.76} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN64-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a3b63b04a0be22d49aa5389faff6d3441608832 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.7, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6690257838382868, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 46.7, "flip_max_diff": 0.0, "peak_gb": 7.28} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN64-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e546c92836464063fc419403ac7930f542c8769b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.7, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6154429283084253, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 39.4, "flip_max_diff": 0.0, "peak_gb": 7.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN64-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a400c84c981ca01a59e3a0ee7252ce31bb226e5 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 27.1, "epochs": 69, "best_epoch": 59, "dev_auc_pykt": 0.6471390158139185, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 37.8, "flip_max_diff": 0.0, "peak_gb": 7.28} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN64-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f398bea85a5533c2b50df23b2d1fda29405c888b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.4, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.613868194842407, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 39.0, "flip_max_diff": 0.0, "peak_gb": 7.28} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN64-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..aee827e902097ff52573aa00384ea5084de8fb09 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.7, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6677712800519817, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 25.1, "flip_max_diff": 0.0, "peak_gb": 7.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN8-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..245645e7f3c6aa640e94acdd1e04d36e7eff8efe --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.0, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.41379310344827586, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 80.3, "flip_max_diff": 0.0, "peak_gb": 0.93} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN8-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0ed6b709c4202544a2524d8105f2852e6a885d07 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.3, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.5814106789716545, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 39.6, "flip_max_diff": 0.0, "peak_gb": 0.93} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN8-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..49c4b16164d76ae27322bcbb545cb93c3487e5c9 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.4, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6206993006993007, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 41.4, "flip_max_diff": 0.0, "peak_gb": 0.93} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN8-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2c86b11fbcc2f0d6f3d7717ba701661b660ade46 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.3, "epochs": 58, "best_epoch": 48, "dev_auc_pykt": 0.6263513513513513, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 43.8, "flip_max_diff": 0.0, "peak_gb": 0.96} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csN8-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..55bbd26c916d0634a61334f316c04663667bac47 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.1, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6226299694189603, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 25.2, "flip_max_diff": 0.0, "peak_gb": 0.93} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csNall-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..64d0a8743010f0ebaecba68f1701bee946fccba5 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 473.8, "epochs": 61, "best_epoch": 51, "dev_auc_pykt": 0.7072412582123602, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 55.5, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csNall-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..732ce1f3fc963c1da337482754ad5a0e92d0f5a8 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 480.7, "epochs": 66, "best_epoch": 56, "dev_auc_pykt": 0.6936562927113441, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 53.2, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csNall-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ded8de9a5cc909f87d5e30373d4a6853e4b11769 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 409.2, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.707222542304135, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 54.9, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csNall-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..98fdb7b24cdae102262495024abbfb8615019321 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 536.6, "epochs": 70, "best_epoch": 60, "dev_auc_pykt": 0.7104224197279745, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 55.4, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-akt-csNall-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-akt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f273e0e2b4fed2595f9f8f6ed58ecc1f6475747e --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-akt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 512.7, "epochs": 65, "best_epoch": 55, "dev_auc_pykt": 0.709028118661894, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 50.3, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN128-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..473586063f0096e5425b5dfa0c0260ce1eb5f47f --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.3, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6522552973804813, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 4.8, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN128-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..227b9b9a57d2bbf95598749965fc1f528c221857 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.7, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.6607837317831995, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 4.8, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN128-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e7a72977bd9c7da3a7e9e4c8adf1cfdf4f4f9c36 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.3, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6671960557235859, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 4.9, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN128-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..57f7150020e41b30b51a18d93f5de217a6b1d29c --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.6, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6626838005321145, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 5.0, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN128-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5897a136eb9d8e8b10938abbe0c4472930464b51 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.9, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.70869608327274, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 3.8, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN16-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..52a73fccae8b83429992489ede31bdf32baa322f --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.4, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.49050632911392406, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 3.8, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN16-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..980441f2f145601e35dadf09cbf98fb28f676600 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.4, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.5867839519416435, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 4.6, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN16-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..546ba724c38da6ecb36ce49a1bb833f27630739b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.4, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5812144432834088, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN16-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ac31d28e2fc1a6201cd2d42a8a05673d05bcf297 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.3, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6448227611940299, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 3.8, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN16-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8959b5779e12049fb451fb4d67977571bd4ca396 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.4, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.5386075949367088, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 3.9, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN256-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f08956cc7fa8db9e38b199c838a9330fd4b77b22 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.0, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.6815113456415971, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 4.3, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN256-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..23f804353a4da0fac77b735020765d90e19d671b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.3, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6160352166994987, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 5.1, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN256-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8ddf9a5903dddd42c0b78195ea594aab1c49fafa --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.5, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.7040388750781619, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 4.7, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN256-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..576f496af5adb8b91425958a2c7fc2fedebf0fc5 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.9, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6980672096643092, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 4.7, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN256-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8799560909506a1eda16f2d9a7f5e302eb33275e --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.6, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6699778859373215, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 3.8, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN32-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..35c36b7595fca4cd781a337257e006c37635bdda --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.4, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6497029129027583, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 3.7, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN32-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bf56653f132b963d94e3499d3259788e16f023eb --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.5, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6593942580098717, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 5.6, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN32-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..20a7ba3f6b442e1168d0304e3aa63ec608d89124 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.4, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.5940428380187417, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 9.1, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN32-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bc8d3c891f9f68426012b0955c9116b4a6323b68 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.9, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6736781838096186, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 3.9, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN32-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3c2209b9ad528e199d5ab717f5d4c1cd2a4c6206 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.0, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6124536360570978, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 3.8, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN64-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cf7dc5adcc0bf00d65930a78d43fbad5f293952b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.0, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6429538579728238, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 3.8, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN64-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..865436c2ca1f7a7a1f0fccf7705794a0bf78f605 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.7, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6255793805501407, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 5.4, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN64-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6e9b99022ec11ab5e188148f5fe8618af51c9dfe --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.0, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.6557699178277957, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN64-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b11d19cdcbd74943314d074603a0ac9fe0d75322 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.9, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6154942693409742, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN64-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5ced9fdceb92fb7dd61e1f06484ebea57eada859 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.5, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.666812865497076, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN8-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a8cd73f8290660789ac87fe6aa5fdce81800d49e --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.5, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.49513704686118476, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 3.9, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN8-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..58774b0a1079acdbf85f155f4af697bd1a8b32ca --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.3, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.5570204350692156, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN8-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b4f3abe25cb6f865fe1fa0c6d90a82ecaaa1dfdd --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.7, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.5675524475524475, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 4.2, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN8-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..00cabc23dbfdd635ec232b668b4496c5fb98e584 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.0, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5351351351351351, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 5.1, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csN8-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ddf1af7d74bc4c4a25f6359d692c619889085ea8 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.9, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6203873598369012, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 5.3, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csNall-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9b832c1570786765dfb74e45c86d26e973aba5db --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.5, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6979552856081637, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 4.3, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csNall-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0465eda1905a22df4ef254e10cf03d593dd612db --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.6, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6810167223081117, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 3.8, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csNall-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0d2f62a3f1e6602d239c9dd2b854d1dfbd23fea2 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.0, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6917267978082118, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 4.7, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csNall-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f080d19d50ae4ddb847fb9f4c36bc6de06764062 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.7, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6962602452976333, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 4.9, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atdkt-csNall-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atdkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dc34f146c13e271e8af7512894337bc4dcf05602 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atdkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.1, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6968186334687962, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 3.9, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN128-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..373e76f4c5dbb69f50a09ee0ff6625ac4eb7bb80 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.8, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.5940359021189522, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 3.4, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN128-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c66d192cbe2e6ca60c3f92fc0e7e1f7f20e9de97 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6468939331914196, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 4.4, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN128-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..74b2cfe7af5ce0896da75caffeaec1f0cc5142a6 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.4, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6349614155020107, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 3.5, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN128-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3d0fdeef498f7f619ab9b946e75c12c3f43c4afa --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.4, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.6401252304022552, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 3.9, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN128-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b7b0fea528855d3e28b7676d3937b524ea94c87b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.5, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6730137375135606, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 5.6, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN16-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..91b6680a3e2f0c3a0300051983548141102645a1 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.3, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6222005842259006, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 2.9, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN16-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..db5be0ee7a8b867e152323d29d3ac56c0e238a29 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.9, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6041621969534435, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 3.4, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN16-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1adf7f079e65c699a19a61f4bfb0eaeece2f1b0c --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.3, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.5527690700104494, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 3.1, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN16-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d4d6d23c58b7090ea7b5fd2a6530f08ddc0f40da --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.4, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.515625, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 3.0, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN16-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d0802fa4256e02f73ca641fb1136a935b582cc1d --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.4, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.5834292289988492, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 2.9, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN256-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ee24853c923d933c26b3cd00a502bac589af16e8 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.4, "epochs": 65, "best_epoch": 55, "dev_auc_pykt": 0.6541544881666451, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 3.1, "flip_max_diff": 0.0, "peak_gb": 1.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN256-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0187e9afc8e17bd0cfc996973a1eeb479e27afe7 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.4, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.5773794422235915, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 3.6, "flip_max_diff": 0.0, "peak_gb": 1.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN256-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..afeff901cddca4098d8eb239a70ddaf5dc63c925 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.2, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6599155088532691, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 3.7, "flip_max_diff": 0.0, "peak_gb": 1.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN256-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fb6ee05e1a832e0f9a5951e8e5c42be10ccd57ed --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.8, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6354055677519468, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 3.5, "flip_max_diff": 0.0, "peak_gb": 1.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN256-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..69fe9638c099a05082144301e1ceaec475c53e01 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.5, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6231400462674626, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 2.9, "flip_max_diff": 0.0, "peak_gb": 1.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN32-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fbd537b3e9c32df16b1f1cb2434c4977f66caff0 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.2, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.5919520796096807, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 2.9, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN32-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..664fbfcc811aef42e1ce7dd3b2f37b4aca6de5a1 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.9, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6509243844738456, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 4.2, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN32-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dba58b1615b64317f38ecfe160118731eb968ab9 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.8, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6044322216401838, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 6.4, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN32-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4a76cf978715ce1310b816436d3ffe0467780e40 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.4, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.6415911580205118, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 3.1, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN32-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c8cdfe31d7846b0e6fd8b15395ca7ad769ba7f15 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.0, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.5303192087220412, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 3.1, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN64-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2776a8a4eeaf697b75307b1ffba6a595cfea0809 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.2, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6065587938733374, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 2.9, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN64-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0197864f5a032fba7e8238c37360c274b6cc6bf6 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.3, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6056313623565086, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 4.3, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN64-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0de17d073b18ef799ad49ed279b5aeb40e46d9c2 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.8, "epochs": 81, "best_epoch": 71, "dev_auc_pykt": 0.6143453489028037, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 3.0, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN64-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3906a676615c1ceef693355b8fec3e29acbc0f9a --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.7, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.5459598853868195, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 3.3, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN64-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..edc8d5bf5ceb2bf5c9b154972dc6ab64c77c1743 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.8, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.582285575048733, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 2.9, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN8-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e8fb66c90771c7e74388e2c5480217864139aab9 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.8, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.5030946065428824, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 3.1, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN8-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f2ad68e00d2bd8c2a4de7be295a829271a27b9e5 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.45616348055372447, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 3.6, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN8-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a4d4c983e9031f63bc7d24353ed3a9d53ffe6c69 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.5, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5507692307692308, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 3.2, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN8-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2c193a360612a25ff3bd0cc80e6b30870a4f49e9 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.9, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5101351351351351, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 3.7, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csN8-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0f2d3eaa7c75ecbf7dc727ab13a37c1618bae3ac --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.8, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6281345565749236, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 3.9, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csNall-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d7e45b1a083a5d473b31aa372e4314c9fe68ef72 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 80.0, "epochs": 77, "best_epoch": 67, "dev_auc_pykt": 0.6852784977773505, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 3.3, "flip_max_diff": 0.0, "peak_gb": 1.4} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csNall-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0b6bad6d2fe5edd9da023a58edbafee0e22f5819 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 68.7, "epochs": 77, "best_epoch": 67, "dev_auc_pykt": 0.6717204484177665, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 3.3, "flip_max_diff": 0.0, "peak_gb": 1.4} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csNall-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..eacaf46c1a080c8fb1fda42b1c6b9c334f95f4e8 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 186.8, "epochs": 73, "best_epoch": 63, "dev_auc_pykt": 0.6766153791366221, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 3.2, "flip_max_diff": 0.0, "peak_gb": 1.4} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csNall-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6aa217e4ce5ac96c113039ccf733e325cc732cc2 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 70.2, "epochs": 75, "best_epoch": 65, "dev_auc_pykt": 0.6843567107756772, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 3.3, "flip_max_diff": 0.0, "peak_gb": 1.4} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-atktfix-csNall-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-atktfix-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b3c9f0b9d7c3accfe1d07dd8966c25f1d0e76082 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-atktfix-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 87.9, "epochs": 101, "best_epoch": 91, "dev_auc_pykt": 0.6918058753408776, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 3.0, "flip_max_diff": 0.0, "peak_gb": 1.4} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-deep_irt-csNall-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-deep_irt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4452d97b5ec3e16deb6b0869d067bc83bfd2242c --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-deep_irt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 118.1, "epochs": 41, "best_epoch": 31, "dev_auc_pykt": 0.6957844078457063, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 18.5, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-deep_irt-ics0/train_info.json.done b/pykt/synth_s/coldstart/pykt-deep_irt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..54dae6e8e598bc450eefd34ea3a5e697afcf8629 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-deep_irt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 34.6, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6866562183383992, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 0.6, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-deep_irt-ics1/train_info.json.done b/pykt/synth_s/coldstart/pykt-deep_irt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..662a258705c8fc888c34ebff74419558d7b9deb1 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-deep_irt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 116.2, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.6772595817410563, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 0.7, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-deep_irt-ics2/train_info.json.done b/pykt/synth_s/coldstart/pykt-deep_irt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2f5cbe1a8aa76569e2bf3dbf9d25a7a786303414 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-deep_irt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 105.1, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.6879674245267305, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 0.5, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN128-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e933f4afafa9a328b1ec5e8e6a44c83e1aecd9a8 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 35.5, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.660388446383576, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 47.5, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN128-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..75aee32f361b386ed9bb98b6818b5fba46fbd5b9 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.3, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6473247912231865, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 59.2, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN128-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..71a0f2b73d9533b237638aa2f2c2492a183908b8 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 31.6, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6552187454322626, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 48.7, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN128-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b1922904eca27c217c3b51d46f37c601d92c03ba --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.4, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.656507769038941, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 54.0, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN128-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5dcc87c126e8427166584d65aafd0658c2495363 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 27.8, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.7024698750675599, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 50.2, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN16-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0ddc35ff48596220e1ff880535232672d2a2af9a --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.7, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.5511197663096398, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 47.6, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN16-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8ce779371d82de8b07da4704fca6f30e5dc2335c --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.0, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6266895515983695, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 49.4, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN16-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..588672e052467c733b0f7220c235dc0baa56b08c --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.1, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6225473122024847, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 49.5, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN16-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a001d4fe1da51e866cc335b920c2a82b16711db --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.1, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.5781250000000001, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 54.8, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN16-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a2b94216cb9a707d76f218e9a948af7bcf8b7d4a --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.7, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5753739930955121, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 46.9, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN256-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ddb2a9a3070791ea7701b91cb04e792c6c3ee358 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 44.1, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6663144504949947, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 47.3, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN256-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4d845b3f1b6c191df2160a9c4accc94cdef573a7 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 38.7, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6204610412581797, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 58.2, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN256-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d433cd14d774ed1e2ae2aa061456d103d882daf0 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 49.2, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6720903424890827, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 52.4, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN256-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..68f933d392d809e07bfaf4cf4d40c59204030e38 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 47.3, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6806837765748243, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 50.9, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN256-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..91dd1ab246f9258a212fcdbad2f7e45a277f1fda --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 37.7, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6615044978392874, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 48.8, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN32-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..90353b6c7990a7955a203d2235f71e7f7394ab25 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.7, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6854258248393799, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 50.3, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN32-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0593ed197656a77761955c596f8debc01f11b54f --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.1, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.612809953561728, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 61.5, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN32-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6d2de4e00272f60a27c7deb7d4a389c01bf6723b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.4, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6115476398347012, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 48.9, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN32-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a61b2bd7faa34ac4ac8db974c3e7807757e464a --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.6, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6390271831126157, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 50.4, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN32-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..15045149b6a6cc6a4174afc4f3fe5212870aaa36 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.0, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6171181297066426, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 48.1, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN64-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..82b174022d9de2a0df83364cd2fd99bf7731ac56 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.0, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.6508186488692562, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 47.2, "flip_max_diff": 0.0, "peak_gb": 0.2} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN64-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1f855d908f32f98bc5b960ebe966f1b638f12cdc --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 38.7, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.6363656053714534, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 53.0, "flip_max_diff": 0.0, "peak_gb": 0.2} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN64-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d47a336cf92476729a1bdda726bc25ecc4acf2bf --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.1, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.6309302194392734, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 52.8, "flip_max_diff": 0.0, "peak_gb": 0.2} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN64-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f793ab8fac3bf61197363a372c4055d20a366038 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 28.8, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.6398137535816619, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 50.6, "flip_max_diff": 0.0, "peak_gb": 0.2} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN64-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e612bffcf61a254127b359ab257a602cb393f2ba --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.9, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6517056530214425, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 48.7, "flip_max_diff": 0.0, "peak_gb": 0.2} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN8-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f88be7f9dd3caf5b43a4821132711939ee32be05 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 42.6, "epochs": 66, "best_epoch": 56, "dev_auc_pykt": 0.5340406719717065, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 48.8, "flip_max_diff": 0.0, "peak_gb": 0.11} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN8-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bc4b2540ae13d6ef6512fa6717d1f51a101befad --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.8, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.5912986156888596, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 50.7, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN8-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4efdf95bb5e3a2807aa75b41d92cdabb8df528db --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.1, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6050349650349651, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 52.0, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN8-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..915145e25762a670d56789758de11f0df032c0a4 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.0, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6054054054054054, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 55.2, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csN8-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..19751646c0c040fd3bff472eb256995cadd58926 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.2, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.5737003058103975, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 52.1, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csNall-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f1b28ec9c0f21981d7330e6a53d182612c6e2621 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 148.7, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7084860595081229, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 49.9, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csNall-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c1b68d66fe67ce86ce9b039f0326629f55fdacea --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 157.3, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6933268281388871, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 48.9, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csNall-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3da2e3cdbd99b32b74b246f9cae973eac54587f7 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 148.5, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7019203681706789, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 48.7, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csNall-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b0d471c8d1a25690af82aa0b05321d62399a82b0 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 167.3, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.711283873110813, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 50.8, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dimkt-csNall-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dimkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b470ff7f919d8a49fea55dc6dce627291cd4728b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dimkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 161.5, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7056345436590996, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 49.0, "flip_max_diff": 0.0, "peak_gb": 0.25} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dkvmn-csNall-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dkvmn-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1ef3bb285bc68d353020e1ac2c1a7eeb507edb0c --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dkvmn-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 87.9, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.6984940880103017, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 15.3, "flip_max_diff": 0.0, "peak_gb": 2.63} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dkvmn-ics0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dkvmn-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..58749949bd6c373e3a8ca042742d966a83e5cdba --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dkvmn-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 71.6, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.6923580044094353, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 0.5, "flip_max_diff": 0.0, "peak_gb": 2.65} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dkvmn-ics1/train_info.json.done b/pykt/synth_s/coldstart/pykt-dkvmn-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..235badf9992b52b6ed08502932505d3e3679b7dc --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dkvmn-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 102.8, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.6783202759403195, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 0.9, "flip_max_diff": 0.0, "peak_gb": 2.63} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dkvmn-ics2/train_info.json.done b/pykt/synth_s/coldstart/pykt-dkvmn-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f9a8dcf386b89002388f67e495b1ad7205bb709a --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dkvmn-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 97.3, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.6901019878258696, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 0.6, "flip_max_diff": 0.0, "peak_gb": 2.63} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2a33489aa5456abb02f7777c7673cde2934c8e3c --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 69.1, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6297012666362268, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 65.0, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6922c86bf2bbbf971697f64a07cf563ca30601a6 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7046881743843783, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 38.0, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1c8af29993a4cee65f1be3c2d7d60c739d89a0c0 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.0, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.39897760467380716, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 58.3, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN16-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ff4330cc36aea684063de517ab5016eb671b523e --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.4, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.716823406478579, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 49.7, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN16-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3aa5cce1973f564d02d4204a51ad6d58b2f34274 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.6, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6205408515535099, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 46.2, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..44964f42120250d2cc50beb001d9ea5924b183c2 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 87.2, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6840798672624719, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 69.9, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN256-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..37e7fe04e6ac6cd779d9dd4a736fddf85dd63c23 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 69.5, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6687568907291846, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 16, "seq_len": 200, "n_val_users": 51, "score_s": 61.1, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN32-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2a2c42cb6031b5dd7995c5fbaf259059e883603e --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.0, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6337858074489154, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 60.2, "flip_max_diff": 0.0, "peak_gb": 12.31} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN32-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..214ea23157df468230316f0c1ac39dc64717de22 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.3, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.644927536231884, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 63.1, "flip_max_diff": 0.0, "peak_gb": 12.33} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..89f353fd66d3c411f0baf2d4656b2a97c96eccbb --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 27.8, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.5774137349668428, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 45.4, "flip_max_diff": 0.0, "peak_gb": 12.3} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c08621242b687f0a88706c717698121357e43d11 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 26.4, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6681615211024151, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 58.5, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..89c3fbb654db61cc2a97bb264d95daac55c664da --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.8, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6681145521896917, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 60.8, "flip_max_diff": 0.0, "peak_gb": 15.19} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..939c3894fdf997a20a985fbd801c093ecc15c072 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.7, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6458333333333334, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 46.1, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7c8bbf3c499e63c4d1073e8aa5f51ac61bd0e4ab --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.5, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.4986737400530504, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 63.4, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..32dafaad5ad00f9a1ab2fc775f30e8deccec1588 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.8, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6296503496503496, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 50.8, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9f0cf1db9e48fde8d2bc6c24efb2c93ebda2eab5 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.600203873598369, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 46.1, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-csNall-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f93d30a38c300809b106b57523c6c4e5b42be516 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1237.1, "epochs": 29, "best_epoch": 19, 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b/pykt/synth_s/coldstart/pykt-dtransformer-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7999237f5106f1c8d373f65e6ae20962dc692314 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 937.8, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6916127068280493, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 8, "seq_len": 200, "n_val_users": 288, "score_s": 5.1, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-dtransformer-ics2/train_info.json.done b/pykt/synth_s/coldstart/pykt-dtransformer-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b474763474d5ca92c4f4fa5f32b58289a2876ed4 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-dtransformer-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 898.2, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6989346484847618, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 8, "seq_len": 200, "n_val_users": 288, "score_s": 3.8, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN128-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2c8300e259186fd118d4c0cc5eb8299a2a6e44b3 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6421879491992627, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 16.8, "flip_max_diff": 0.0, "peak_gb": 4.65} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN128-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..23944b06ae328ec6ae1aafa0abc605865d2cbd20 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.8, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6660901424594727, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 19.5, "flip_max_diff": 0.0, "peak_gb": 4.63} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN128-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0b953fe1e3f29682cdff623e9b2681ec9659fb77 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.3, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6708343171537046, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 15.9, "flip_max_diff": 0.0, "peak_gb": 4.63} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN128-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..644b847024626b121bd53432c95610d5e5082fa0 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.2, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6782677503565501, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 16.1, "flip_max_diff": 0.0, "peak_gb": 4.63} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN128-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a0e64122065107a49af9d98201a335f35370ee52 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.1, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7184334646296937, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 11.7, "flip_max_diff": 0.0, "peak_gb": 4.63} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN16-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8b0126ac1b31fd50db5ed0e0c0ee5784ee5efb2b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.2, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.5155793573515093, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 23.9, "flip_max_diff": 0.0, "peak_gb": 1.23} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN16-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a4e6734171cac69feecd25678b615f08eb80da52 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.0, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.608560394765072, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 13.8, "flip_max_diff": 0.0, "peak_gb": 1.18} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN16-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3cc3cef379356e2f916424d61526f82e55f0091d --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.5, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6854754440961338, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 14.7, "flip_max_diff": 0.0, "peak_gb": 1.19} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN16-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0a3da00dee3fdd2458364417dd35d53c77595cf2 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.0, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6154384328358209, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 13.4, "flip_max_diff": 0.0, "peak_gb": 1.23} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN16-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b90b37044022eee5928717676e98b9b29f879be3 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.9, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.605638665132336, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 18.1, "flip_max_diff": 0.0, "peak_gb": 1.18} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN256-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..82ad845ea55eb68b02a9ca8b358662e086e91fdc --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.4, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.6764188310856858, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 19.6, "flip_max_diff": 0.0, "peak_gb": 9.05} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN256-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..eaa4e27899cff0ee91fa22747d2994f96b869110 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.7, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6096218548952326, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 19.2, "flip_max_diff": 0.0, "peak_gb": 9.05} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN256-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8f893095f8ea25266825c7904bc1b8a9894d5f2a --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.2, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6979479632143238, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 19.4, "flip_max_diff": 0.0, "peak_gb": 9.06} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN256-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e24624288b1bfcd74a0de57aa9c7ce11a82de2da --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.4, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6863390088266913, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 19.5, "flip_max_diff": 0.0, "peak_gb": 9.05} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN256-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ac32ac3900193115f6a4e5715f4715cf4b0886f9 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.8, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.6636886743207473, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 16.8, "flip_max_diff": 0.0, "peak_gb": 9.05} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN32-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..331ecb009b9ed0cbd9270e3bb729d6fb09607903 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.4, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7025264479976813, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 14.6, "flip_max_diff": 0.0, "peak_gb": 1.37} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN32-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dbe7d9bc9b263601f728ab58d30df0f4511a9bf3 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.8, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6654107888664973, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 14.3, "flip_max_diff": 0.0, "peak_gb": 1.37} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN32-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..392ce309e548754a591f05d69733b5016ef5eb18 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.6, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6281066294162156, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 18.8, "flip_max_diff": 0.0, "peak_gb": 1.37} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN32-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bc03680fd36a02db4dba708be3f70e6d5d7c44be --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.2, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6898835009459325, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 14.1, "flip_max_diff": 0.0, "peak_gb": 1.37} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN32-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0b7b91d8c9fb7853f35ffe8f695853b335c3a590 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 47.5, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.618242104080027, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 11.5, "flip_max_diff": 0.0, "peak_gb": 1.4} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN64-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2e813d62c775092a9e94eac759b40841fd6e12e6 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.3, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6586546310078264, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 14.9, "flip_max_diff": 0.0, "peak_gb": 2.44} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN64-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1ae5836d8106c03692400ffd1227189d7cbae39e --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.608945202512454, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 17.1, "flip_max_diff": 0.0, "peak_gb": 2.44} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN64-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5c30cb908864ca23e7ca8c9fb37008479f87ed7d --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.9, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6466031101333183, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 19.1, "flip_max_diff": 0.0, "peak_gb": 2.45} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN64-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..248d95c6b2fbeb5a6e012dd29e0bd5f69963777b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.1, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6127435530085961, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 15.6, "flip_max_diff": 0.0, "peak_gb": 2.44} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN64-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0b94a97a58d497027664084174dcd4f5e95cdef1 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.4, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6555555555555556, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 13.7, "flip_max_diff": 0.0, "peak_gb": 2.46} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN8-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e52612edd7ae766ba3b54a960769b11b3b5c9b50 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.8, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.4916003536693192, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 27.0, "flip_max_diff": 0.0, "peak_gb": 1.19} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN8-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..59fc0a15cfdb489168f426079f56c8d067291d96 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5616348055372445, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 19.7, "flip_max_diff": 0.0, "peak_gb": 1.2} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN8-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..43617c2a3991426a4cd017f38a9feb87af743d13 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.4, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6598601398601398, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 17.8, "flip_max_diff": 0.0, "peak_gb": 1.18} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN8-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e171804664305fd0fe8037c9e251dbf056671f8b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.7, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.5939189189189189, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 13.5, "flip_max_diff": 0.0, "peak_gb": 1.23} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csN8-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b89126547b6e365f4ad554ae980648c1a6b6b138 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.4, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.598980632008155, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 18.5, "flip_max_diff": 0.0, "peak_gb": 1.18} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csNall-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..630bde661dba41db365ecbe344feb130bc324960 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 75.6, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6954855244556664, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 22.3, "flip_max_diff": 0.0, "peak_gb": 11.26} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csNall-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e554071fc50950a0bcf928794de8d2e431a22163 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 159.0, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.6943925896051324, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 21.0, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csNall-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..96d4f21197b6112821269819b116c1a8545c1ec3 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 129.0, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.7057280364760387, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 15.5, "flip_max_diff": 0.0, "peak_gb": 11.27} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csNall-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..aff2649d8c9bab08e8edc015a72201e5c5b49655 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 62.9, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6911800395919976, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 18.0, "flip_max_diff": 0.0, "peak_gb": 11.26} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-csNall-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..df2905b49e5a9043fe7859e39f6b668056b1472a --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 146.9, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.7079822946755298, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 22.0, "flip_max_diff": 0.0, "peak_gb": 11.23} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-extrakt-ics0/train_info.json.done b/pykt/synth_s/coldstart/pykt-extrakt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9df704916aa5cbcbfac39f2e870fb30652f74b54 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-extrakt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 116.4, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6880514804251038, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 1.0, "flip_max_diff": 0.0, "peak_gb": 11.27} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN128-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..91c6c7255ea8e473c2776ada486bbc61e61b370c --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 23.3, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.6504003686604771, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 41.9, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN128-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a07fa0da2defabec73ea1be769224b8cb4a3b336 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.5, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.6754257409530047, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 39.0, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN128-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b330a6193b998c7b5b60fdb5d0a27f31986d20c5 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.4, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6706038220952938, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 36.0, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN128-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f0cb1f2f7f4547876060f9d71df0044efb224dbd --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.4, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6887182128291311, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 36.1, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN128-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..30a545cfd710d726701097d5f0a2e3f18db5a6f9 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.720282371422239, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 23.4, "flip_max_diff": 0.0, "peak_gb": 8.16} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN16-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8b4bf679236616814eb2b185997ba2872c414351 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.9, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.48758519961051605, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 81.8, "flip_max_diff": 0.0, "peak_gb": 1.96} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN16-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2bd975e727160583a1879589c87448dc0a30e502 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.7, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.5603947650718729, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 37.2, "flip_max_diff": 0.0, "peak_gb": 1.97} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN16-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8a342f889263be0457e65d89167ce3fb0730ae64 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.6, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6884941367699988, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 40.9, "flip_max_diff": 0.0, "peak_gb": 1.97} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN16-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1b522d5dac5efa4b7aecee161f6c8a08df1febfb --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.7, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.5855876865671641, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 38.3, "flip_max_diff": 0.0, "peak_gb": 1.97} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN16-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e30c1655c4ea2a0cbdd44e82dddc2ecd278b48f2 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.2, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.595512082853855, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 25.9, "flip_max_diff": 0.0, "peak_gb": 1.98} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN256-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e534f36776c82946cfd4bc5804c251db9d721b03 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 62.7, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.6913896428187842, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 46.4, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN256-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d8856474852a6019d18d038a88e347f5bc8238db --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.8, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.6144310467253747, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 44.8, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN256-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..74f1ca2cd59b0d9b6b9dd4b05baf9593e460d575 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.5, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.7000793057694947, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 43.4, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN256-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7e82a7062c3ca20b2b69c50e7b4807bd936bc562 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 65.4, "epochs": 59, "best_epoch": 49, "dev_auc_pykt": 0.7060983545598216, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 43.7, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN256-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1bd32e50b8cffc57cf76974989df9065c4575ac0 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.3, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.657521996742854, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 37.4, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN32-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ba214acd7f397be2b0c2e9f29fcc8092bb43685e --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.9, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6784937925704073, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 34.3, "flip_max_diff": 0.0, "peak_gb": 3.54} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN32-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..369909623dedbd6f3a7161a840d793538d913715 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.6, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6487046934781975, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 35.7, "flip_max_diff": 0.0, "peak_gb": 3.54} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN32-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e01cd59359c1e6ae683764fc2bdb0cb26ee603b6 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.7, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.6488271928292881, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 34.6, "flip_max_diff": 0.0, "peak_gb": 3.54} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN32-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7268b10b3f88cb07acc60991d861aa6f80d63392 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.6, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6903813601513492, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 35.8, "flip_max_diff": 0.0, "peak_gb": 3.54} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN32-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f47127a9545101e867ce16955cffa5cc298c23dc --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.9, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.5981229627964482, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 24.1, "flip_max_diff": 0.0, "peak_gb": 3.54} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN64-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..598945e81ace4cc53fd9001510eee1ac137fe3ba --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.5, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6758726652902483, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 35.2, "flip_max_diff": 0.0, "peak_gb": 6.56} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN64-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c5b55e8940e5f0a85b17263ae9ef439c853e89b9 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.6, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6313406974225688, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 40.0, "flip_max_diff": 0.0, "peak_gb": 6.56} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN64-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6bd567b4a5c96f59e564430e5e42d50f78b9337d --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.3, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6550083676501007, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 38.2, "flip_max_diff": 0.0, "peak_gb": 6.57} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN64-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4e0ecb7a4d2503d6b7762cd31aa723e80f90df58 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.1, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6049212034383954, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 42.8, "flip_max_diff": 0.0, "peak_gb": 6.58} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN64-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..562e0247cbefa49c9c852460f6f840d6f3f2bf63 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.3, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6678281351526966, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 23.3, "flip_max_diff": 0.0, "peak_gb": 6.56} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN8-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d4dd5dd7e2ee7b9721b5755483d8f2efbcf2ba2b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.4, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.4633068081343944, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 72.6, "flip_max_diff": 0.0, "peak_gb": 1.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN8-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..34d7263069d9d631e5a7eed2c4e4f4eb57717afa --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.9, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.5708635464733025, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 41.3, "flip_max_diff": 0.0, "peak_gb": 1.14} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN8-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3533f22f8e351bb74274c2d535fd53827e0c245e --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.6, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6304895104895105, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 40.5, "flip_max_diff": 0.0, "peak_gb": 1.12} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN8-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..00af2301c1925fdf48547af929e19fd8443c3257 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.1, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.5047297297297297, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 40.0, "flip_max_diff": 0.0, "peak_gb": 1.14} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csN8-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..348524cfbd315bded3cd63fa5537600df3a05383 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.0, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6511722731906218, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 37.4, "flip_max_diff": 0.0, "peak_gb": 1.12} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csNall-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..527600384dfad2a7879e864a25bda11f9d55626c --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 201.1, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.7150122878626644, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 50.1, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csNall-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9d3d8062885a14956ad446a8b5ac8aec3f2fd653 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 254.6, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.7001241439059547, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 52.3, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csNall-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1aebe19c67d62ea0c3f69331178083ea49ee4008 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 214.9, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.710863960313542, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 51.4, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csNall-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..792f1a3e952ee384d17ec42ad4aa0e16519aeb79 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 211.6, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.7154217440342878, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 49.9, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-csNall-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9d5e88b917031314d5a3767f99c2ad06f5904e71 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 315.0, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.7156846759714787, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 47.2, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-folibikt-ics0/train_info.json.done b/pykt/synth_s/coldstart/pykt-folibikt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..30c5ab1c6fcc7f9c4815b884587e261cef67a97d --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-folibikt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 240.7, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.7071665587496611, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 64, "seq_len": 200, "n_val_users": 288, "score_s": 2.8, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN128-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f42d4a8709dc1184fa31a9f044d4e8f3344b5560 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 169.9, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.6501826391355081, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 64.9, "flip_max_diff": 0.0, "peak_gb": 0.43} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN128-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..226e8d8d3f978214f51d003d8beafdf09d46e3b9 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 206.6, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.65313983952841, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 90.7, "flip_max_diff": 0.0, "peak_gb": 0.43} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN128-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..25f087e177d311d30b5e2be5a0b8451c3ba66e97 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 338.5, "epochs": 56, "best_epoch": 46, "dev_auc_pykt": 0.6765357904481348, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 194.2, "flip_max_diff": 0.0, "peak_gb": 0.43} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN128-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..111da76352ed6cf45b3948eca5722979e92ab24f --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 454.4, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.6800577986471947, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 192.7, "flip_max_diff": 0.0, "peak_gb": 0.43} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN128-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..938f5a64ae75d497442a246f5c55d3ed7a367baf --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 166.8, "epochs": 56, "best_epoch": 46, "dev_auc_pykt": 0.717463323210682, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 68.7, "flip_max_diff": 0.0, "peak_gb": 0.43} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN16-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e8b4a3ca55b0107e0bc5b71cc3b70cb1a6501582 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 31.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5053554040895814, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 75.9, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN16-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fb9950024f7b83b49cc205704b57788535003ac7 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 116.9, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.602874919545162, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 134.2, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN16-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..704e89a1ad6b74027489c44c579ef7ec0fc52b2e --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 89.8, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.6639962846859399, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 76.2, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN16-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..77d33e32e05d6ffa21c308cf0f5af9eae1960989 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 43.7, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6110074626865671, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 73.8, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN16-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bc63dc2202f644a8d685738849cd4d208043b905 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 58.6, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.5966052934407365, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 67.3, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN256-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6de1695794974981ae7e28a86a319b210dc83d91 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 262.0, "epochs": 69, "best_epoch": 59, "dev_auc_pykt": 0.6875018872136165, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 81.4, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN256-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6924ffdf74ae3701051406d6ce873c0c155aeb9a --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 617.4, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.6232306273185169, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 301.2, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN256-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f646c42f126bef6e6550abd97116561d847ded93 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 491.6, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.7047772829640023, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 176.4, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN256-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..18341e38e0591633f51def7ac2cfba221d5b9a28 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 643.3, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.7000267764421338, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 330.0, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN256-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6951324b0885140dd6eb51c19adea4694b0a0cc2 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 194.2, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.6684356371856915, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 69.4, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN32-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f41364baa3963e21a8f2f099d8f4d4ee854cc1a7 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 90.9, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.662963141877204, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 67.5, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN32-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fec74d1b66c009f11ca7ffeaa6254ed70e73c211 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 204.7, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.5886854172142878, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 157.5, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN32-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2bc73a64ed9e9c3aee974f954a018533118445cc --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 42.5, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.5926604970607066, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 72.7, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN32-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..da32446711b56da0ad43be0152f9dd33daa698d6 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 68.6, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6550831424873046, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 77.6, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN32-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fa716cc52a75da9bf3e38b4f49a1d87feb16b856 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 93.6, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.6090536135776106, "n_train_users": 26, "n_train_chunks": 26, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 69.0, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN64-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e151b154549d05240e300f6cc2cc87489855f801 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 107.5, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.6553800355308013, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 70.2, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN64-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f15dae6c66cf6d1ad6bf7a0a40b6e4d9f84dbe3e --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 286.2, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.6121182586094867, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 254.7, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN64-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..03d3f86847bb84b7a098c2d410b26e39171e040b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 195.3, "epochs": 69, "best_epoch": 59, "dev_auc_pykt": 0.6702487730580471, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 81.9, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN64-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..96e2642ae3baf0b049a43dfac7c2ad0dc7a18c6f --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 142.1, "epochs": 49, "best_epoch": 39, "dev_auc_pykt": 0.6436389684813754, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 81.1, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN64-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..172f8dfa402206c27456ca494fb85dabb5d076ab --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 77.7, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6507309941520467, "n_train_users": 51, "n_train_chunks": 51, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 68.8, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN8-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fa430c54cf7d7c7b7924ba619e19d6923a70fdd1 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 51.6, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5181255526083113, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 95.0, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN8-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c280b4eda332586a79da7313ec59faf2bfa9bb8b --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 59.6, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6031641397495057, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 135.9, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN8-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a3bedf1f07e415c9783793470466b10bba4e1733 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 43.6, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6276923076923075, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 67.4, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN8-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..95128ced74791a62a16216feddd520b7a5c9d95f --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 81.3, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.595945945945946, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 227.5, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csN8-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c32349928db6926c97e097daabf23667eae332f1 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 77.6, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.5920489296636087, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 79.8, "flip_max_diff": 0.0, "peak_gb": 0.29} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csNall-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..186a94bda8b4575224eec7425f8ae17216c859b3 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1386.1, "epochs": 56, "best_epoch": 46, "dev_auc_pykt": 0.7108666094233866, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 137.4, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csNall-s1/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f7a17f33ed9b4501d91daaff2a5984edf1e0fb83 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 574.9, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.6929170083574198, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 79.6, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csNall-s2/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..34cc58e76b70ea1ba82e4989f3598ffdeae5f337 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 388.4, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6967813763616197, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 78.0, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csNall-s3/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b8ee58158f0ced1c3c9fb84a16d13da829691c00 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 536.7, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.7049937223603155, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 79.3, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-iekt-csNall-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-iekt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9852136d13e519da9582e96c9610389ff592f697 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-iekt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 850.2, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.7103132072770453, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 70.4, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-kqn-csNall-s4/train_info.json.done b/pykt/synth_s/coldstart/pykt-kqn-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..429370c8a5008b1d1328720c4ee23477c0121643 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-kqn-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 31.9, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.6961093770673921, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 5.4, "flip_max_diff": 0.0, "peak_gb": 0.79} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-kqn-ics0/train_info.json.done b/pykt/synth_s/coldstart/pykt-kqn-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e20b0aa0129894c89271dcf637e0ce901cb4dae1 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-kqn-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.7, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.6905817551586113, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 0.2, "flip_max_diff": 0.0, "peak_gb": 0.79} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-kqn-ics1/train_info.json.done b/pykt/synth_s/coldstart/pykt-kqn-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7d9787a8e929cb3be6c82c3e5a32ba532a0b203e --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-kqn-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.9, "epochs": 50, "best_epoch": 40, "dev_auc_pykt": 0.6759301322681994, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 0.2, "flip_max_diff": 0.0, "peak_gb": 0.79} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-kqn-ics2/train_info.json.done b/pykt/synth_s/coldstart/pykt-kqn-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a8cbe18af6a41b2392fbc9387ee60b2a9c275224 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-kqn-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.1, "epochs": 61, "best_epoch": 51, "dev_auc_pykt": 0.686688318012474, "n_train_users": 1152, "n_train_chunks": 1152, "n_dev_chunks": 288, "batch_size": 256, "seq_len": 200, "n_val_users": 288, "score_s": 0.2, "flip_max_diff": 0.0, "peak_gb": 0.79} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-lefokt_akt-csN128-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-lefokt_akt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cbf507622ef683af067443373fb5a1449d8d5cd3 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-lefokt_akt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.2, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.6545689378181389, "n_train_users": 102, "n_train_chunks": 102, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 7.8, "flip_max_diff": 0.0, "peak_gb": 1.49} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-lefokt_akt-csN16-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-lefokt_akt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..447dc0af48419dd5d285bb3115b169c3f957781a --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-lefokt_akt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.4819863680623174, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 7.9, "flip_max_diff": 0.0, "peak_gb": 0.88} \ No newline at end of file diff --git a/pykt/synth_s/coldstart/pykt-lefokt_akt-csN256-s0/train_info.json.done b/pykt/synth_s/coldstart/pykt-lefokt_akt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9efe45347dca6c632cb66110f81cfdc40afafd03 --- /dev/null +++ b/pykt/synth_s/coldstart/pykt-lefokt_akt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 35.8, "epochs": 144, "best_epoch": 134, "dev_auc_pykt": 0.6791322142682141, "n_train_users": 205, "n_train_chunks": 205, "n_dev_chunks": 51, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 7.9, "flip_max_diff": 0.0, "peak_gb": 2.92} \ No newline at end of file