diff --git a/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6fa85ee37e5aefa3d0bdc50416c1e4e6e5a668f7 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.6, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7193431568431568, "n_train_users": 6, "n_train_chunks": 11, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 130.7, "flip_max_diff": 0.0, "peak_gb": 0.54} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..403b1bcf2a68656c09acf1393f259960da3638d8 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.8, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6116300366300367, "n_train_users": 6, "n_train_chunks": 10, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 4.6, "flip_max_diff": 0.0, "peak_gb": 0.54} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..99d4aa91508724ab90809d550bf9b89de88f2d18 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.7, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.7202182759896412, "n_train_users": 6, "n_train_chunks": 9, "n_dev_chunks": 5, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 7.6, "flip_max_diff": 0.0, "peak_gb": 0.59} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..552b5b1fe3dee56493082e9a0bea083a64cb2d5b --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.9, "epochs": 77, "best_epoch": 67, "dev_auc_pykt": 0.6924448974391642, "n_train_users": 6, "n_train_chunks": 10, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 6.2, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9fa07e6ce3c4908e8b73877cf5b7bcf046f46857 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.4, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.7439374372219831, "n_train_users": 6, "n_train_chunks": 11, "n_dev_chunks": 5, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 7.0, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e4b2478dcaed5bbfa026b584dc4db8a9be6c732e --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 90.3, "epochs": 63, "best_epoch": 53, "dev_auc_pykt": 0.7913628748991568, "n_train_users": 655, "n_train_chunks": 1144, "n_dev_chunks": 291, "batch_size": 64, "seq_len": 200, "n_val_users": 164, "score_s": 7.2, "flip_max_diff": 0.0, "peak_gb": 0.83} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7461172d17549495ece9bd7de4bbcd146eab91e4 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 99.3, "epochs": 70, "best_epoch": 60, "dev_auc_pykt": 0.7870684831773451, "n_train_users": 655, "n_train_chunks": 1154, "n_dev_chunks": 281, "batch_size": 64, "seq_len": 200, "n_val_users": 164, "score_s": 8.6, "flip_max_diff": 0.0, "peak_gb": 0.88} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..01ca28b5db0100db94301eb8006ae1057c08536a --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done @@ 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a/pykt/dbe_kt22/coldstart/pykt-sparsekt-csNall-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b47f06d04286828b603d69cf592339f5cb838647 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-sparsekt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 84.7, "epochs": 58, "best_epoch": 48, "dev_auc_pykt": 0.7903939001171476, "n_train_users": 655, "n_train_chunks": 1143, "n_dev_chunks": 292, "batch_size": 64, "seq_len": 200, "n_val_users": 164, "score_s": 7.9, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-stablekt-csN128-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4f974b3aeec2aeca260130558b96ff61a6a23078 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN128-s0/train_info.json.done @@ 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a/pykt/dbe_kt22/coldstart/pykt-stablekt-csN128-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8b4298cfdcb587ff5d40420a2cdf7d110aa8a213 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 41.0, "epochs": 76, "best_epoch": 66, "dev_auc_pykt": 0.7868452961414554, "n_train_users": 102, "n_train_chunks": 180, "n_dev_chunks": 48, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 12.0, "flip_max_diff": 0.0, "peak_gb": 2.92} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-stablekt-csN128-s3/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..45454b97d742ad614deff2640797bbabf3a5232a --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN128-s3/train_info.json.done @@ 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a/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a72380873815704cb158d790f93b193e6ad0bd4a --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.3, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7008169934640524, "n_train_users": 13, "n_train_chunks": 24, "n_dev_chunks": 5, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 17.5, "flip_max_diff": 0.0, "peak_gb": 1.19} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5b3270a952741be83e461e086acc9b3156ddad3a --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.1, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.6171694764862466, "n_train_users": 13, "n_train_chunks": 21, "n_dev_chunks": 5, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 8.0, "flip_max_diff": 0.0, "peak_gb": 1.06} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7970fd64ce96f32c90906f4d8571e45aeca041ce --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.7, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.7443750000000001, "n_train_users": 13, "n_train_chunks": 22, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 11.2, "flip_max_diff": 0.0, "peak_gb": 1.11} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s3/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..28cfec47edf75a15bd73b5f16d43d647e0f4751b --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.6, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7320574162679426, "n_train_users": 13, "n_train_chunks": 23, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 11.0, "flip_max_diff": 0.0, "peak_gb": 1.15} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..627d9b70e97732579b3147a9e0941c4db86159a7 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.3, "epochs": 100, "best_epoch": 90, "dev_auc_pykt": 0.6744213791457886, "n_train_users": 13, "n_train_chunks": 25, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 10.3, "flip_max_diff": 0.0, "peak_gb": 1.24} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-stablekt-csN256-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..85416f277eb42fe1b341a2a7c99172b74abb2f76 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 49.3, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.7712472727389844, "n_train_users": 205, "n_train_chunks": 361, "n_dev_chunks": 92, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 12.3, "flip_max_diff": 0.0, "peak_gb": 2.97} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-stablekt-csN256-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..009608025062c3f77bb4619fe42776e455593f54 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 52.6, "epochs": 48, "best_epoch": 38, "dev_auc_pykt": 0.7688287007825758, "n_train_users": 205, "n_train_chunks": 351, "n_dev_chunks": 90, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 11.0, "flip_max_diff": 0.0, "peak_gb": 2.92} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-stablekt-csN256-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d32507073c34d0f9dfd1598b742b315d72b5cc98 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN256-s2/train_info.json.done @@ 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a/pykt/dbe_kt22/coldstart/pykt-stablekt-csN256-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fd2fe6d11bdc7420f017c2ab89a0550e81e377ba --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 58.5, "epochs": 50, "best_epoch": 40, "dev_auc_pykt": 0.7708705053924607, "n_train_users": 205, "n_train_chunks": 357, "n_dev_chunks": 91, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 10.5, "flip_max_diff": 0.0, "peak_gb": 2.92} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-stablekt-csN32-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7e1ee842fe6f53bc83cb5f25801de77577785a6b --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-stablekt-csN32-s0/train_info.json.done @@ -0,0 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b/pykt/junyi/coldstart/pykt-akt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 41.5, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6831498083095284, "n_train_users": 102, "n_train_chunks": 209, "n_dev_chunks": 67, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 38.8, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN128-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9f594d54b1b8afbb6921a326abfa87e430abe1bd --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 29.3, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7423311739085244, "n_train_users": 102, "n_train_chunks": 227, "n_dev_chunks": 58, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 45.9, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN128-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1567b93d4a645b1436514254a53c857b95c7a968 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 29.5, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6390637467167319, "n_train_users": 102, "n_train_chunks": 215, "n_dev_chunks": 84, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 48.5, "flip_max_diff": 0.0, "peak_gb": 9.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN128-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..056ed1f933f25ab4f94aee3e76d2f035ce9f63e6 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 28.0, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6519917076756414, "n_train_users": 102, "n_train_chunks": 238, "n_dev_chunks": 73, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 32.7, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN16-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4e89c81b9bbf89d3eeb3142565dead07bebae48b --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 24.4, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.6409108948356937, "n_train_users": 13, "n_train_chunks": 44, "n_dev_chunks": 10, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 94.9, "flip_max_diff": 0.0, "peak_gb": 6.31} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN16-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a073b88353b7205841b7b2183aa5da52dbb779cb --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.8, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.5555298390542658, "n_train_users": 13, "n_train_chunks": 43, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 44.3, "flip_max_diff": 0.0, "peak_gb": 6.17} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN16-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4a5caa14b043f9d39ffbf33bab6061b23ebf4dc8 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.5, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.5817687747035573, "n_train_users": 13, "n_train_chunks": 16, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 57.3, "flip_max_diff": 0.0, "peak_gb": 2.37} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN16-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cc25222813f731778e45422e7ddfacc3fa7d22ed --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.2, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.6637952769140264, "n_train_users": 13, "n_train_chunks": 20, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 50.6, "flip_max_diff": 0.0, "peak_gb": 2.94} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN16-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..24ce45430dc10899dc9e895f47882af52675a3fe --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 38.7, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6882411067193676, "n_train_users": 13, "n_train_chunks": 27, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 43.4, "flip_max_diff": 0.0, "peak_gb": 3.91} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN256-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..48b75f63401bdb7fad38320ba9339da988a366b4 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 80.6, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.6942977819979241, "n_train_users": 205, "n_train_chunks": 430, "n_dev_chunks": 101, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 54.3, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN256-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..63f4024a330f05b8b720e3d6897a37e67842e27f --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 54.6, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7319536933770087, "n_train_users": 205, "n_train_chunks": 462, "n_dev_chunks": 85, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 59.4, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN256-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..61b698522dc061fafef8e0bf663de45b842da1f4 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 78.2, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.7104250298625285, "n_train_users": 205, "n_train_chunks": 461, "n_dev_chunks": 92, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 55.3, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN256-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ee796319082bf2103691cc492b232bf494f7fd0f --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 90.8, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.7117968682115839, "n_train_users": 205, "n_train_chunks": 485, "n_dev_chunks": 104, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 57.8, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN256-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d0ac7c1cedc3c513fb52a22cdb788f06e111deba --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 81.2, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.7019636110298129, "n_train_users": 205, "n_train_chunks": 465, "n_dev_chunks": 117, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 65.0, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN32-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0b543712bb527be08d790c8369be240c6775e892 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.0, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.6346704170233581, "n_train_users": 26, "n_train_chunks": 68, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 34.3, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN32-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..04bc302bc8eed75a2dd9bfc86247276aa0c5f541 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.7, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.6737101449275363, "n_train_users": 26, "n_train_chunks": 67, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 52.5, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN32-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6826e5352c24b662499450a9c28ac300061ea4d4 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.2, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7060548652756548, "n_train_users": 26, "n_train_chunks": 33, "n_dev_chunks": 27, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 60.4, "flip_max_diff": 0.0, "peak_gb": 4.76} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN32-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0b5ee788432747433001b2096b09677b2320208b --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.6, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6622787434673937, "n_train_users": 26, "n_train_chunks": 39, "n_dev_chunks": 19, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 52.6, "flip_max_diff": 0.0, "peak_gb": 5.62} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN32-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2d02abfaac3939b941ea836fc10c410f178e6c50 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.0, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.6089287142971438, "n_train_users": 26, "n_train_chunks": 62, "n_dev_chunks": 12, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 30.6, "flip_max_diff": 0.0, "peak_gb": 8.86} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN64-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c38c87a60df407485001e6ed005d7f288d5cec8f --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.0, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.6702327242322365, "n_train_users": 51, "n_train_chunks": 110, "n_dev_chunks": 45, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 55.2, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN64-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1c9504b7849d734106e30ebd7e1380d8bd5ff1d5 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 29.5, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.6848719298647195, "n_train_users": 51, "n_train_chunks": 120, "n_dev_chunks": 16, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 57.5, "flip_max_diff": 0.0, "peak_gb": 9.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN64-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3c7b59d167c73dd3407c27a2b806ffbed7dd61af --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.7, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.7201516041210698, "n_train_users": 51, "n_train_chunks": 120, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 59.6, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN64-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e2e87e8b23671e70dc6e0a396d61a5d7a2ca89d5 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.5, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6864525121125639, "n_train_users": 51, "n_train_chunks": 119, "n_dev_chunks": 32, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 60.6, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN64-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4c1126f90460fff79da4c8ae10feb5b89ff62b96 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.8, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.7173560646028693, "n_train_users": 51, "n_train_chunks": 111, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 40.5, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN8-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..38486aa8fdebb87b6789ddf697adb2805647ba1b --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.732620320855615, "n_train_users": 6, "n_train_chunks": 10, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 100.8, "flip_max_diff": 0.0, "peak_gb": 1.52} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN8-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7fa0a311f936a722398151cae29e8920afddad0c --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.3, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5776038121170864, "n_train_users": 6, "n_train_chunks": 31, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 42.7, "flip_max_diff": 0.0, "peak_gb": 4.48} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN8-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..04d25ad5c597159c32ebbc8b0cb6d8c59b713162 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.8, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.598961625282167, "n_train_users": 6, "n_train_chunks": 7, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 52.6, "flip_max_diff": 0.0, "peak_gb": 1.1} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN8-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8b5b216b3cae9383fe16f066ba39fdd441bb9a61 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.4, "epochs": 49, "best_epoch": 39, "dev_auc_pykt": 0.7390891840607211, "n_train_users": 6, "n_train_chunks": 11, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 34.4, "flip_max_diff": 0.0, "peak_gb": 1.67} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csN8-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8a84694da47dfc9ec35261739d7f8087615309b7 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.7, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.6267737617135207, "n_train_users": 6, "n_train_chunks": 19, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 31.1, "flip_max_diff": 0.0, "peak_gb": 2.79} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csNall-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..531c56440e8f4dbc78a01b4bed26ec2066a32fa5 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1838.3, "epochs": 48, "best_epoch": 38, "dev_auc_pykt": 0.7848237202068578, "n_train_users": 2880, "n_train_chunks": 5992, "n_dev_chunks": 1507, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 68.7, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csNall-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..834599244497aaa674f50797720cbd7bd0c95aad --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1720.9, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.7877807799891996, "n_train_users": 2880, "n_train_chunks": 5956, "n_dev_chunks": 1543, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 67.3, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csNall-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..80d225ada712c73484631ddb95e1a55f18815db5 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1745.7, "epochs": 49, "best_epoch": 39, "dev_auc_pykt": 0.7810462656703054, "n_train_users": 2880, "n_train_chunks": 6001, "n_dev_chunks": 1498, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 67.8, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csNall-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fdd2aaee3cd926cf577053a4cbe9f42db4156804 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1812.9, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.7769625686303258, "n_train_users": 2880, "n_train_chunks": 6006, "n_dev_chunks": 1493, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 67.1, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-csNall-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..01f1c1dcb8a49d01a08c306e8f606b3298bbc5c1 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1910.5, "epochs": 49, "best_epoch": 39, "dev_auc_pykt": 0.7900798402497048, "n_train_users": 2880, "n_train_chunks": 5974, "n_dev_chunks": 1525, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 74.4, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-akt-ics0/train_info.json.done b/pykt/junyi/coldstart/pykt-akt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3c46ce65ea57792b8ba61e1b3395dd2a8cda0631 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-akt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2129.7, "epochs": 58, "best_epoch": 48, "dev_auc_pykt": 0.7825406743510724, "n_train_users": 2880, "n_train_chunks": 5200, "n_dev_chunks": 1304, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 3.0, "flip_max_diff": 0.0, "peak_gb": 9.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN128-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..68ef19f42977b44d6462091ad58d3e76e460beed --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.8, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.6681484497973466, "n_train_users": 102, "n_train_chunks": 223, "n_dev_chunks": 79, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 5.1, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN128-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..de81de69539cc95c0e6c3c5b2dd5257641089bef --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.0, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6147214857954134, "n_train_users": 102, "n_train_chunks": 209, "n_dev_chunks": 67, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 6.3, "flip_max_diff": 0.0, "peak_gb": 1.38} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN128-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..471ffde557e6dfa6fb2d147d46a46cc08a920ed8 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.1, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.6906231854743352, "n_train_users": 102, "n_train_chunks": 227, "n_dev_chunks": 58, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 6.9, "flip_max_diff": 0.0, "peak_gb": 1.5} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN128-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..db8dcba3cbc21a6218fb2216b1f089b00d0c2dec --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.7, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.6103316990885745, "n_train_users": 102, "n_train_chunks": 215, "n_dev_chunks": 84, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 5.3, "flip_max_diff": 0.0, "peak_gb": 1.42} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN128-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7b07601f06a9c8cd170c331b8c659a2144b88aad --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.6, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.6251578171136323, "n_train_users": 102, "n_train_chunks": 238, "n_dev_chunks": 73, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 5.2, "flip_max_diff": 0.0, "peak_gb": 1.57} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN16-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1ab0585fe80169ae37913b6983b49d08b6a846f0 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.5, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.5812774862828163, "n_train_users": 13, "n_train_chunks": 44, "n_dev_chunks": 10, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 5.1, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN16-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..32e80cd24aa23b5dd9c369537f47fa95b3caa045 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.7, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.5934556025800151, "n_train_users": 13, "n_train_chunks": 43, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 6.0, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN16-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2b9c798158f86a03ec3cb0baa3fa984863669255 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5479249011857708, "n_train_users": 13, "n_train_chunks": 16, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 8.3, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN16-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..daf47709231cbb3f105f271b0f57f2da59056a48 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.4, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.741827044289436, "n_train_users": 13, "n_train_chunks": 20, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 6.2, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN16-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d9ae395192a2ea8573e06470d319abacd030f622 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.2, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.46656785243741766, "n_train_users": 13, "n_train_chunks": 27, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 5.7, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN256-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f53ebd66da8c88413128b7b82b728152e2ac6c02 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.6, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6733422524861713, "n_train_users": 205, "n_train_chunks": 430, "n_dev_chunks": 101, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 6.3, "flip_max_diff": 0.0, "peak_gb": 1.69} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN256-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a4c06219f156ea2fe09efc3a6e640b1bdebc322d --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.1, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6372718649445738, "n_train_users": 205, "n_train_chunks": 462, "n_dev_chunks": 85, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 6.1, "flip_max_diff": 0.0, "peak_gb": 1.69} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN256-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..50f8bd5e324a3008902acf356f6d564258f2dd1d --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.4, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6400724078890714, "n_train_users": 205, "n_train_chunks": 461, "n_dev_chunks": 92, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 7.1, "flip_max_diff": 0.0, "peak_gb": 1.69} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN256-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..daa8e594b314b1077efbab1c7ea07948e474464d --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.6, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6635744263530394, "n_train_users": 205, "n_train_chunks": 485, "n_dev_chunks": 104, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 5.5, "flip_max_diff": 0.0, "peak_gb": 1.69} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN256-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f18f5bfc6b5b28b3d27e2fc62f0c9ffc55c35c30 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.7, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.6518992243997803, "n_train_users": 205, "n_train_chunks": 465, "n_dev_chunks": 117, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 5.1, "flip_max_diff": 0.0, "peak_gb": 1.69} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN32-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5d1c87c1ec307dbb0e56d7aae525b5281c87dafd --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.5462639109697933, "n_train_users": 26, "n_train_chunks": 68, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 5.0, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN32-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..147e93b1ce3993fd1dbc91b5a2f8025323f23982 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.5, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.6505953177257524, "n_train_users": 26, "n_train_chunks": 67, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 8.0, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN32-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c2f2266f17f7c0c3c5fbd0de558f5c5a5f975683 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.0, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.5812193783561321, "n_train_users": 26, "n_train_chunks": 33, "n_dev_chunks": 27, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 8.4, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN32-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..de30573f0c022b4c8cc3bd7599c9d3384b3d6810 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.4, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.5468012951601908, "n_train_users": 26, "n_train_chunks": 39, "n_dev_chunks": 19, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 5.6, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN32-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fb26b6abf4ea665070e63a24592ebe9e2a65049d --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.8, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.552642160090756, "n_train_users": 26, "n_train_chunks": 62, "n_dev_chunks": 12, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 5.0, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN64-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cda67e15bc9cc46f373f6534d53f26b274e6f351 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.7, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.5793552083272848, "n_train_users": 51, "n_train_chunks": 110, "n_dev_chunks": 45, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 5.0, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN64-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0b5fc19e30dd23580eadf527d97d6f5ef45b95e1 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.4, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6347902884916184, "n_train_users": 51, "n_train_chunks": 120, "n_dev_chunks": 16, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 5.3, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN64-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5ae1c0b6ac6dd77c0ace21c75847a578c0f71b41 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.4, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6296303018440423, "n_train_users": 51, "n_train_chunks": 120, "n_dev_chunks": 30, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 5.2, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN64-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5dafd035d5cf7cfe9528dc210a4632c2796e735f --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.4, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.6036088501662272, "n_train_users": 51, "n_train_chunks": 119, "n_dev_chunks": 32, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 5.5, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN64-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..03a3e751bc7a776749fa7d77bc67b5466f5871d8 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.4, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.6918640316609138, "n_train_users": 51, "n_train_chunks": 111, "n_dev_chunks": 30, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 5.3, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN8-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..33dc4ae88faef5e4cc3cfb9f4ecaff0bf6097228 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.8, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.9144385026737967, "n_train_users": 6, "n_train_chunks": 10, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 7.0, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN8-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..51d8987d30c2d76d03526ddf33ce2de176171870 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.5, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.5867413729905221, "n_train_users": 6, "n_train_chunks": 31, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 6.3, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN8-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ddfc109359e7f6f0fbb5036574f9cfbf79652489 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.7, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.6079006772009029, "n_train_users": 6, "n_train_chunks": 7, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 5.2, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN8-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..704529a247bdb01e80744c53d23318a29d8b1610 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.7, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6973434535104365, "n_train_users": 6, "n_train_chunks": 11, "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": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csN8-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..11e9df04f48b08f9a4cb9cf0a47560b573f86b4e --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.0, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6211512717536815, "n_train_users": 6, "n_train_chunks": 19, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 5.4, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csNall-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3fb2a5e6517e655ce6acc5cada838fa9a364bde1 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 46.6, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7358168369871122, "n_train_users": 2880, "n_train_chunks": 5992, "n_dev_chunks": 1507, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 6.6, "flip_max_diff": 0.0, "peak_gb": 1.69} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csNall-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3313c4ac9aae32b4cd9146e2aaa5d519d1585c7a --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.6, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7402744113281485, "n_train_users": 2880, "n_train_chunks": 5956, "n_dev_chunks": 1543, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 5.6, "flip_max_diff": 0.0, "peak_gb": 1.69} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csNall-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c0529767ce3135be60987fb87d1fce74b3a10487 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 31.9, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7308442127358001, "n_train_users": 2880, "n_train_chunks": 6001, "n_dev_chunks": 1498, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 6.0, "flip_max_diff": 0.0, "peak_gb": 1.69} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csNall-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..11789d66aea733e72277acd2b09612c2ad5645f2 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 53.8, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7232274134396692, "n_train_users": 2880, "n_train_chunks": 6006, "n_dev_chunks": 1493, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 7.3, "flip_max_diff": 0.0, "peak_gb": 1.69} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atdkt-csNall-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atdkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f9da0385ac955db61b42ef64d4c865d3b118c7e8 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atdkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 53.7, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7334748019033953, "n_train_users": 2880, "n_train_chunks": 5974, "n_dev_chunks": 1525, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 7.0, "flip_max_diff": 0.0, "peak_gb": 1.69} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN128-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c92b7a32134f4c412b7c30a1eda8b9147ecd29cd --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.6, "epochs": 83, "best_epoch": 73, "dev_auc_pykt": 0.5830331923808897, "n_train_users": 102, "n_train_chunks": 223, "n_dev_chunks": 79, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 4.3, "flip_max_diff": 0.0, "peak_gb": 2.31} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN128-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..28fd09d11c040a56db865bb412f9e89c01948d62 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.3, "epochs": 73, "best_epoch": 63, "dev_auc_pykt": 0.5509137794565235, "n_train_users": 102, "n_train_chunks": 209, "n_dev_chunks": 67, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 5.2, "flip_max_diff": 0.0, "peak_gb": 2.17} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN128-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..80982d548e913bf9be32aad48eff675b08dc287e --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 74.9, "epochs": 64, "best_epoch": 54, "dev_auc_pykt": 0.6075929349819199, "n_train_users": 102, "n_train_chunks": 227, "n_dev_chunks": 58, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 6.1, "flip_max_diff": 0.0, "peak_gb": 2.36} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN128-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..be8e142be66d6c438c880268814234ace2d8c608 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.0, "epochs": 58, "best_epoch": 48, "dev_auc_pykt": 0.5552643580573946, "n_train_users": 102, "n_train_chunks": 215, "n_dev_chunks": 84, "batch_size": 128, "seq_len": 200, "n_val_users": 26, "score_s": 6.5, "flip_max_diff": 0.0, "peak_gb": 1.33} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN128-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b759caa3b4ce21a4557e4ee59f10be4161caedaa --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.8, "epochs": 66, "best_epoch": 56, "dev_auc_pykt": 0.5727547077177488, "n_train_users": 102, "n_train_chunks": 238, "n_dev_chunks": 73, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 4.7, "flip_max_diff": 0.0, "peak_gb": 2.47} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN16-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..20f505bb87c14fa33b3b4850d70df72731734354 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5629698337325045, "n_train_users": 13, "n_train_chunks": 44, "n_dev_chunks": 10, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN16-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d7cc300283d912c8c76241b27b9eafc0d298d135 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.7, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.467821026715771, "n_train_users": 13, "n_train_chunks": 43, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 4.8, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN16-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..986ded25ca88558117b3c4bb714e0cdad0794c49 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.6, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.5746047430830039, "n_train_users": 13, "n_train_chunks": 16, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 9.1, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN16-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dcacc22d9a6685ded8bd7e00bc3cc32c85aa1f04 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.1, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.6485418942768301, "n_train_users": 13, "n_train_chunks": 20, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 4.3, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN16-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ce461d8f9bd582b24bcbd22c1a8f5a290db8f427 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5279973649538867, "n_train_users": 13, "n_train_chunks": 27, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 5.2, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN256-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c3ef4b4557ff691a67d881a4808c550dfdc0f3ce --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 31.9, "epochs": 68, "best_epoch": 58, "dev_auc_pykt": 0.6144719974283676, "n_train_users": 205, "n_train_chunks": 430, "n_dev_chunks": 101, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 5.0, "flip_max_diff": 0.0, "peak_gb": 2.66} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN256-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..87c6b08e40a2d8a180673d65e61ac07b3fee1cd5 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 26.9, "epochs": 62, "best_epoch": 52, "dev_auc_pykt": 0.6318356716838318, "n_train_users": 205, "n_train_chunks": 462, "n_dev_chunks": 85, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 4.6, "flip_max_diff": 0.0, "peak_gb": 2.66} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN256-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a2b8b0d44a7674d18cca5129f894c06e2088fa0c --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 44.8, "epochs": 70, "best_epoch": 60, "dev_auc_pykt": 0.5846460144756842, "n_train_users": 205, "n_train_chunks": 461, "n_dev_chunks": 92, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 5.6, "flip_max_diff": 0.0, "peak_gb": 2.66} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN256-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7047d045fb8859cb4811abb567dca3487e36d031 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 23.8, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.5833855242216069, "n_train_users": 205, "n_train_chunks": 485, "n_dev_chunks": 104, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 4.4, "flip_max_diff": 0.0, "peak_gb": 2.66} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN256-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..20004028f930a0c98465ce7a129515f118b7ee95 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.8, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.5836075464121898, "n_train_users": 205, "n_train_chunks": 465, "n_dev_chunks": 117, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 2.66} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN32-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cc3497498928dead552ecf68492a10f24bdce9ee --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.8, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.540393787452611, "n_train_users": 26, "n_train_chunks": 68, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 4.2, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN32-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1f29babf6636c95b321e62209b54b866a2918363 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.4, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6059308807134893, "n_train_users": 26, "n_train_chunks": 67, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 6.4, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN32-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ecb12288de21a298c58e83dbb75ab24502422927 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.0, "epochs": 59, "best_epoch": 49, "dev_auc_pykt": 0.5321293719541672, "n_train_users": 26, "n_train_chunks": 33, "n_dev_chunks": 27, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 4.8, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN32-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fefbb6fff944314fea45a861c51b290525d7d146 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.0, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.4880373778686662, "n_train_users": 26, "n_train_chunks": 39, "n_dev_chunks": 19, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 4.6, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN32-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4b5c1f4b60605718a5ae97ffde3204afca35e438 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.9, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.5252502251462168, "n_train_users": 26, "n_train_chunks": 62, "n_dev_chunks": 12, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN64-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7d45d4b500f9f308e5796fbc12c8ea8e28e40305 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.4, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5186264063809485, "n_train_users": 51, "n_train_chunks": 110, "n_dev_chunks": 45, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN64-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f3c53b6b048056163804a03dbc75df6ee528d067 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.7, "epochs": 62, "best_epoch": 52, "dev_auc_pykt": 0.5782002273750391, "n_train_users": 51, "n_train_chunks": 120, "n_dev_chunks": 16, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 4.4, "flip_max_diff": 0.0, "peak_gb": 1.25} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN64-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..02d0b15096ad7f1790f3f6016bf636a626fd29a3 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.0, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.5812154427421603, "n_train_users": 51, "n_train_chunks": 120, "n_dev_chunks": 30, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 4.6, "flip_max_diff": 0.0, "peak_gb": 1.25} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN64-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..27496c08658a1769c3c8fc6dd7006c66cd198bf4 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 23.9, "epochs": 111, "best_epoch": 101, "dev_auc_pykt": 0.5405771795072917, "n_train_users": 51, "n_train_chunks": 119, "n_dev_chunks": 32, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 4.9, "flip_max_diff": 0.0, "peak_gb": 1.24} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN64-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..94574b3f16ef04cda8b50e80d00bc6b873b462bc --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.0, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.6220285016299244, "n_train_users": 51, "n_train_chunks": 111, "n_dev_chunks": 30, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN8-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5bec98634c7f8b0505a883c960f3360dcf758178 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.4, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.43315508021390375, "n_train_users": 6, "n_train_chunks": 10, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 4.3, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN8-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..81026cae7892a3c809b645cbe5d7488d93f75e73 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.4, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.5348484055087186, "n_train_users": 6, "n_train_chunks": 31, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 5.3, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN8-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0964b324ed0653da4eb7db5054bb91f0cfbe4e1f --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.0, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.5834085778781039, "n_train_users": 6, "n_train_chunks": 7, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN8-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c09fe54c4b69bb420254c97f7d4c8ffb56ac5f34 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.4, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.34155597722960157, "n_train_users": 6, "n_train_chunks": 11, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 6.2, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csN8-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..65c47544b22d9f599731d26db4614eb7cb1ffdc0 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.2, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.619277108433735, "n_train_users": 6, "n_train_chunks": 19, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 4.3, "flip_max_diff": 0.0, "peak_gb": 1.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csNall-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5eda2c7acad5382dab3df7f3e4feef68062c11b8 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 241.7, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.7181090876738261, "n_train_users": 2880, "n_train_chunks": 5992, "n_dev_chunks": 1507, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 4.8, "flip_max_diff": 0.0, "peak_gb": 2.66} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csNall-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..531c97e4f47da37d32b158ea476736bf02288d0b --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 205.8, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.7207647674756353, "n_train_users": 2880, "n_train_chunks": 5956, "n_dev_chunks": 1543, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 4.2, "flip_max_diff": 0.0, "peak_gb": 2.66} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csNall-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fc6911c181d75db604bbef189da731edc041e44f --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 450.4, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.7129248823583074, "n_train_users": 2880, "n_train_chunks": 6001, "n_dev_chunks": 1498, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 4.7, "flip_max_diff": 0.0, "peak_gb": 2.66} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csNall-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..da0c6408d0ea9cf3a6e820be3f5eb638a36f4caa --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 275.8, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.7071982822321643, "n_train_users": 2880, "n_train_chunks": 6006, "n_dev_chunks": 1493, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 5.8, "flip_max_diff": 0.0, "peak_gb": 2.66} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-atktfix-csNall-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-atktfix-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..561188f8b9deb8c38362255d069266ecece405a4 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-atktfix-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 203.0, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7196205132650236, "n_train_users": 2880, "n_train_chunks": 5974, "n_dev_chunks": 1525, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 11.6, "flip_max_diff": 0.0, "peak_gb": 0.34} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-deep_irt-csNall-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-deep_irt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..50b4d8a02506e46d1f6033123d51b9095ac6afcf --- /dev/null +++ b/pykt/junyi/coldstart/pykt-deep_irt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 273.2, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.741982517972451, "n_train_users": 2880, "n_train_chunks": 5974, "n_dev_chunks": 1525, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 14.8, "flip_max_diff": 0.0, "peak_gb": 2.65} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-deep_irt-ics0/train_info.json.done b/pykt/junyi/coldstart/pykt-deep_irt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..60b33c1b0da8ce49caee2f914d7c7ab508a4d226 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-deep_irt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 214.2, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.740672399430453, "n_train_users": 2880, "n_train_chunks": 5200, "n_dev_chunks": 1304, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 0.8, "flip_max_diff": 0.0, "peak_gb": 2.65} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-deep_irt-ics1/train_info.json.done b/pykt/junyi/coldstart/pykt-deep_irt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6fff1fa587e5981cbfa60334f52c9f438e21d49e --- /dev/null +++ b/pykt/junyi/coldstart/pykt-deep_irt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 180.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7429180292464698, "n_train_users": 2880, "n_train_chunks": 5208, "n_dev_chunks": 1337, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 0.5, "flip_max_diff": 0.0, "peak_gb": 2.65} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-deep_irt-ics2/train_info.json.done b/pykt/junyi/coldstart/pykt-deep_irt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ae4668ff691d35c663f48fc9b08e969d0a4b6d3a --- /dev/null +++ b/pykt/junyi/coldstart/pykt-deep_irt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 203.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7331059718668347, "n_train_users": 2880, "n_train_chunks": 5209, "n_dev_chunks": 1301, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 0.5, "flip_max_diff": 0.0, "peak_gb": 2.65} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN128-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a6099dc7fd790ae7f436d51850694c993f292923 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 67.3, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.73259799485551, "n_train_users": 102, "n_train_chunks": 223, "n_dev_chunks": 79, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 62.6, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN128-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..250a27f15b50037ff488208f039e3d06e360e814 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 56.1, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6685367649286116, "n_train_users": 102, "n_train_chunks": 209, "n_dev_chunks": 67, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 76.0, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN128-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f8aacda3003a622d524fd842c7c87bdec9ee9468 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 59.0, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.7346804256860139, "n_train_users": 102, "n_train_chunks": 227, "n_dev_chunks": 58, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 65.8, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN128-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..85b5222c940f07969ff550998db46f971abde83b --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 37.4, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6271441817209421, "n_train_users": 102, "n_train_chunks": 215, "n_dev_chunks": 84, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 66.9, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN128-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..db9ba76306ac743e5173930522787cf2100c3c68 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 41.5, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6397740154140807, "n_train_users": 102, "n_train_chunks": 238, "n_dev_chunks": 73, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 63.5, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN16-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a73e90541797ebee905affc4a740b4a8e6999ba --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.6, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6173401815421391, "n_train_users": 13, "n_train_chunks": 44, "n_dev_chunks": 10, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 60.3, "flip_max_diff": 0.0, "peak_gb": 0.23} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN16-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9ead91636a7785420156dad39af8723e45c5535c --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.7, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.5889601603353206, "n_train_users": 13, "n_train_chunks": 43, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 62.2, "flip_max_diff": 0.0, "peak_gb": 0.22} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN16-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ad43c9e89d2a42439cfba71b846841f73597e4da --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.7, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.5580533596837944, "n_train_users": 13, "n_train_chunks": 16, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 70.2, "flip_max_diff": 0.0, "peak_gb": 0.12} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN16-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bab8856be8761d23705e7aa1fb9986c65ecd8f2a --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.4, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6403899487351878, "n_train_users": 13, "n_train_chunks": 20, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 64.6, "flip_max_diff": 0.0, "peak_gb": 0.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN16-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c876e51fb06be4c4125a3923bed6dca48e771b84 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.2, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7002635046113308, "n_train_users": 13, "n_train_chunks": 27, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 60.0, "flip_max_diff": 0.0, "peak_gb": 0.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN256-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6b0063f42fba33c5dceff0e78ecdf66713caaa66 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 79.7, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6989059749210228, "n_train_users": 205, "n_train_chunks": 430, "n_dev_chunks": 101, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 63.5, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN256-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4850275af665a19b51b12fae0905bb0c78e3aba4 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 112.1, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7216459975143783, "n_train_users": 205, "n_train_chunks": 462, "n_dev_chunks": 85, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 61.4, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN256-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1b63027ade1519ac17bf416a44941ec995578bd1 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 101.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6909574924629823, "n_train_users": 205, "n_train_chunks": 461, "n_dev_chunks": 92, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 64.0, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN256-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6ee8dd00ffbc561f9d8d9c0437f69a2e757c6f8a --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 77.0, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7037792634214801, "n_train_users": 205, "n_train_chunks": 485, "n_dev_chunks": 104, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 63.9, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN256-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e70795bffbff2a9c3d906bd4d8c8641764ea98dd --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 57.4, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6775902607878252, "n_train_users": 205, "n_train_chunks": 465, "n_dev_chunks": 117, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 64.5, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN32-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3cffadf2a9de254958726bed3bf051f3811a9bb6 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.4, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6673841262076556, "n_train_users": 26, "n_train_chunks": 68, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 61.2, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN32-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..be0f4754a4e7956357dd746419b1ada69b87cc20 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 33.7, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.643803790412486, "n_train_users": 26, "n_train_chunks": 67, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 87.6, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN32-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ca0cf98d39d65e3c2d07759a725ebd9d7c266a77 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.2, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6817809656950486, "n_train_users": 26, "n_train_chunks": 33, "n_dev_chunks": 27, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 66.6, "flip_max_diff": 0.0, "peak_gb": 0.19} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN32-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..902aa0bbb31dafa51d854aeef565ca5c612a8088 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.9, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6181441717791412, "n_train_users": 26, "n_train_chunks": 39, "n_dev_chunks": 19, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 65.8, "flip_max_diff": 0.0, "peak_gb": 0.21} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN32-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5c912a33a95229287ed8856bdd82bff6aece3e03 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.2, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6061674677563949, "n_train_users": 26, "n_train_chunks": 62, "n_dev_chunks": 12, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 61.3, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN64-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a541cb0150a546b7c83d446e50d094764d403ed5 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 23.1, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6463250223066099, "n_train_users": 51, "n_train_chunks": 110, "n_dev_chunks": 45, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 61.6, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN64-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0ab75d94a394ad84002ef9ee192371f4a5efb828 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 50.2, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.661025209635208, "n_train_users": 51, "n_train_chunks": 120, "n_dev_chunks": 16, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 67.0, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN64-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..17dcfffce2e25ba35b939ae4e70fdb3fcabe7f39 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 36.7, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6982663985717421, "n_train_users": 51, "n_train_chunks": 120, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 63.7, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN64-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..40cfba4cd7040702cc169a3653beb97e2cb89315 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.2, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6648231837187835, "n_train_users": 51, "n_train_chunks": 119, "n_dev_chunks": 32, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 68.3, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN64-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1e21714cd11efc4059552b0c8aa32990eeb0b6bf --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 37.8, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6808194953500355, "n_train_users": 51, "n_train_chunks": 111, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 62.0, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN8-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f0269594df739ebacd585a4458620b0d29df1877 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.0, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.786096256684492, "n_train_users": 6, "n_train_chunks": 10, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 60.7, "flip_max_diff": 0.0, "peak_gb": 0.12} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN8-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a794db571b6700e11be0cf5697aa810dd2a47510 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.4, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.5742786825155783, "n_train_users": 6, "n_train_chunks": 31, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 63.4, "flip_max_diff": 0.0, "peak_gb": 0.18} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN8-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..39265705ef2c91de4652abdd56bc167c5aa8c595 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.4, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6021670428893905, "n_train_users": 6, "n_train_chunks": 7, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 65.7, "flip_max_diff": 0.0, "peak_gb": 0.12} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN8-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d8eca26bd427b075678197587b15d6ce4d4b71e2 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7084123972169513, "n_train_users": 6, "n_train_chunks": 11, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 75.6, "flip_max_diff": 0.0, "peak_gb": 0.12} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csN8-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e6bde48a0a349e4e6a5421178428f24a96e8fc6d --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.2, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.5870147255689424, "n_train_users": 6, "n_train_chunks": 19, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 60.3, "flip_max_diff": 0.0, "peak_gb": 0.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csNall-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a641b300eeb8b1b19b49945312bc374f3205859 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 813.6, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7810802255862564, "n_train_users": 2880, "n_train_chunks": 5992, "n_dev_chunks": 1507, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 64.0, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csNall-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1f7c7d281d5d8d1baa2c251f1065bb8d1659462a --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 786.6, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7807629634137829, "n_train_users": 2880, "n_train_chunks": 5956, "n_dev_chunks": 1543, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 61.2, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csNall-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c7ba2a264d29945b1782b37fe520cbc9fef5aa7e --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 829.1, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7772305520078774, "n_train_users": 2880, "n_train_chunks": 6001, "n_dev_chunks": 1498, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 60.9, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csNall-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..40e93d5ecfb3e46162af997a14ed48a787ec3e76 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 813.7, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.772075823069525, "n_train_users": 2880, "n_train_chunks": 6006, "n_dev_chunks": 1493, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 68.2, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dimkt-csNall-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dimkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4cf5582a157529b6b2a45f80b9ef819b4c66b33d --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dimkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 849.1, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7831561934376906, "n_train_users": 2880, "n_train_chunks": 5974, "n_dev_chunks": 1525, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 66.8, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dkvmn-csNall-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dkvmn-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fdfd727fe324da321599f232f8d85e8a800cb1be --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dkvmn-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 257.6, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7431321046030059, "n_train_users": 2880, "n_train_chunks": 5974, "n_dev_chunks": 1525, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 15.7, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dkvmn-ics0/train_info.json.done b/pykt/junyi/coldstart/pykt-dkvmn-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9df7774db1fe753335c21a2c716e1a7ce1a49dd0 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dkvmn-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 233.2, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7415446592114054, "n_train_users": 2880, "n_train_chunks": 5200, "n_dev_chunks": 1304, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 0.8, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dkvmn-ics1/train_info.json.done b/pykt/junyi/coldstart/pykt-dkvmn-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e4d8270c4bdcff5a8abfe120b4ed15070d5ac1a1 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dkvmn-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 203.4, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.743169174187966, "n_train_users": 2880, "n_train_chunks": 5208, "n_dev_chunks": 1337, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 0.6, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dkvmn-ics2/train_info.json.done b/pykt/junyi/coldstart/pykt-dkvmn-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ea4215c59d2be480369774359826659cf4e477f2 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dkvmn-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 199.3, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7339449969640481, "n_train_users": 2880, "n_train_chunks": 5209, "n_dev_chunks": 1301, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 0.7, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f938b8ccef8527d87eb45161c199ad725aecfed8 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 93.1, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7088045524740327, "n_train_users": 102, "n_train_chunks": 223, "n_dev_chunks": 79, "batch_size": 16, "seq_len": 200, "n_val_users": 26, "score_s": 94.5, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a0853730b378d96df0c267e3f130c93ca91a6fab --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 150.4, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6066565670911799, "n_train_users": 102, "n_train_chunks": 238, "n_dev_chunks": 73, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 79.8, "flip_max_diff": 0.0, "peak_gb": 15.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4ba5fc2ad97503d1e7cbcb7c9f0ef5f0f91f2b10 --- /dev/null +++ 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newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csN16-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e26861cf10dc72ae181500a08b664e7f769a4535 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5372200263504612, "n_train_users": 13, "n_train_chunks": 27, "n_dev_chunks": 3, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 57.9, "flip_max_diff": 0.0, "peak_gb": 12.78} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1ff15eb27325c7778f6761c53e8c832c735107dd --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 205.9, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6841792085495346, "n_train_users": 205, "n_train_chunks": 430, "n_dev_chunks": 101, "batch_size": 16, "seq_len": 200, "n_val_users": 51, "score_s": 81.3, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csN256-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3029dc2fd615fdfba97a178c9eb22e3261967799 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 250.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6826862351042187, "n_train_users": 205, "n_train_chunks": 461, "n_dev_chunks": 92, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 77.8, "flip_max_diff": 0.0, "peak_gb": 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newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..226f7985a5a1936b49ce2c01ca2a39881cdf11ed --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.4, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.549760903949239, "n_train_users": 26, "n_train_chunks": 62, "n_dev_chunks": 12, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 65.6, "flip_max_diff": 0.0, "peak_gb": 15.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..83e75c4fe1dd5c06587436d7b8a125dfd88535f6 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 34.9, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6133733207138888, "n_train_users": 51, "n_train_chunks": 110, "n_dev_chunks": 45, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 80.3, "flip_max_diff": 0.0, "peak_gb": 15.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..53e987353581113a2944859bdf93e3190a06d3c5 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 41.3, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6640827535484024, "n_train_users": 51, "n_train_chunks": 120, "n_dev_chunks": 30, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 79.5, "flip_max_diff": 0.0, "peak_gb": 15.19} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ea6d59bbc2e0884a037f77453ff04f279e0283ea --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.1, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6457503995519449, "n_train_users": 51, "n_train_chunks": 111, "n_dev_chunks": 30, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 60.2, "flip_max_diff": 0.0, "peak_gb": 15.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..050e007b9a039853f0df461bd03818958bfa6c94 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.7, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7593582887700534, "n_train_users": 6, "n_train_chunks": 10, "n_dev_chunks": 2, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 79.1, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3e28e756b7f598afde43b04eeffe9e38ccc14235 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.6, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6006320541760722, "n_train_users": 6, "n_train_chunks": 7, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 62.8, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cd9ee60926fc33fd0b7fe5ad4747f9b250ea6881 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.3, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6556894243641231, "n_train_users": 6, "n_train_chunks": 19, "n_dev_chunks": 2, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 63.8, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csNall-s0/qid_cl_model.ckpt b/pykt/junyi/coldstart/pykt-dtransformer-csNall-s0/qid_cl_model.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..04c1bb57be20db01cea8d9884c961e1bb5e65499 --- /dev/null +++ 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b/pykt/junyi/coldstart/pykt-dtransformer-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f4e7e8a6fda03d488cdbe878517c9c3f942d2ce2 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2044.6, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.770118314628464, "n_train_users": 2880, "n_train_chunks": 6006, "n_dev_chunks": 1493, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 48.8, "flip_max_diff": 0.0, "peak_gb": 15.2} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-dtransformer-csNall-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-dtransformer-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..27d2d0fc769932688d3b078e802e958aaf587f25 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-dtransformer-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3852.3, "epochs": 21, "best_epoch": 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0.7486288085170063, "n_train_users": 102, "n_train_chunks": 223, "n_dev_chunks": 79, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 19.8, "flip_max_diff": 0.0, "peak_gb": 9.84} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN128-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..79f7eff34990c18e9f59066702b664d09729bdfb --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.7, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6901159361883427, "n_train_users": 102, "n_train_chunks": 209, "n_dev_chunks": 67, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 21.7, "flip_max_diff": 0.0, "peak_gb": 9.24} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN128-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7469264da614251d19aa213f20e09c2b08c7e1c3 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.9, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7442155850925651, "n_train_users": 102, "n_train_chunks": 227, "n_dev_chunks": 58, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 22.5, "flip_max_diff": 0.0, "peak_gb": 10.01} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN128-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5f3ca34f39b4ba001d764c9cf7771be598548a3b --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.9, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.643936640084007, "n_train_users": 102, "n_train_chunks": 215, "n_dev_chunks": 84, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 19.5, "flip_max_diff": 0.0, "peak_gb": 9.51} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN128-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a3f03b58594e1f56fcd21cfb9fb009891ede1f00 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.3, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6529157162632088, "n_train_users": 102, "n_train_chunks": 238, "n_dev_chunks": 73, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 23.7, "flip_max_diff": 0.0, "peak_gb": 10.49} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN16-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..55eabca6f26ad46e3aa7528866828a77b8ad363e --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.6, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6353121149613057, "n_train_users": 13, "n_train_chunks": 44, "n_dev_chunks": 10, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 33.5, "flip_max_diff": 0.0, "peak_gb": 2.16} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN16-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..807c3630b0d019bfde66c1cc583761fdb4a406cc --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.2, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6497777076932467, "n_train_users": 13, "n_train_chunks": 43, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 20.2, "flip_max_diff": 0.0, "peak_gb": 2.13} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN16-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9a15b52638b87bfe82fa77345279e86036ae640f --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.5, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5629940711462451, "n_train_users": 13, "n_train_chunks": 16, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 18.5, "flip_max_diff": 0.0, "peak_gb": 1.21} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN16-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..daad1bda1c25b9555e3c3d6a8fd3faf6e9a17169 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.3, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6898478863770066, "n_train_users": 13, "n_train_chunks": 20, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 18.0, "flip_max_diff": 0.0, "peak_gb": 1.18} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN16-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..886e115e2f05812b3eedeb45a17baae6d3920126 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.1, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.7070158102766798, "n_train_users": 13, "n_train_chunks": 27, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 15.5, "flip_max_diff": 0.0, "peak_gb": 1.44} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN256-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0ed135bdc7cb127c192d0d262faeae752741d484 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.4, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.7075153208153162, "n_train_users": 205, "n_train_chunks": 430, "n_dev_chunks": 101, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 22.1, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN256-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..502cc30eda8c11f59bb18c6a7c3c470133660b75 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.5, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7334708936860003, "n_train_users": 205, "n_train_chunks": 462, "n_dev_chunks": 85, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 23.6, "flip_max_diff": 0.0, "peak_gb": 11.27} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN256-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d357d626dde34dfdba4fe7e2e15a4be127f1b88e --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.8, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.7135329037635234, "n_train_users": 205, "n_train_chunks": 461, "n_dev_chunks": 92, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 24.9, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN256-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b96fb24367b236dc149b26cc56df7875cceeae84 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 48.6, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7145710481080942, "n_train_users": 205, "n_train_chunks": 485, "n_dev_chunks": 104, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 24.1, "flip_max_diff": 0.0, "peak_gb": 11.26} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN256-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9a42b59af2cf7f20755d388f9844481c1a570088 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 28.2, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.7095550499133236, "n_train_users": 205, "n_train_chunks": 465, "n_dev_chunks": 117, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 22.6, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN32-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4edfdee93b78114855226bedc4037023f4ca569c --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.5, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6486914516326281, "n_train_users": 26, "n_train_chunks": 68, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 23.1, "flip_max_diff": 0.0, "peak_gb": 3.2} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN32-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1d13b4216842336a0bc7f3e103817501ee6c5709 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.2, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6884816053511706, "n_train_users": 26, "n_train_chunks": 67, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 20.2, "flip_max_diff": 0.0, "peak_gb": 3.15} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN32-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..84ea2c7f389aa15a309e8fd621f1db26c1263de7 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.9, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7129465588349294, "n_train_users": 26, "n_train_chunks": 33, "n_dev_chunks": 27, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 23.4, "flip_max_diff": 0.0, "peak_gb": 1.69} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN32-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..88ccc56dc96cd30fda8ad3569972dc44ccdfa061 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6887284139968188, "n_train_users": 26, "n_train_chunks": 39, "n_dev_chunks": 19, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 17.9, "flip_max_diff": 0.0, "peak_gb": 1.95} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN32-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bd46c00ce5e3871150f408c95c72659c4e44c578 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.5, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6270799099825421, "n_train_users": 26, "n_train_chunks": 62, "n_dev_chunks": 12, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 13.7, "flip_max_diff": 0.0, "peak_gb": 2.97} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN64-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a372833313809d819ce1b22e533f9b5627006cb0 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.680122875065565, "n_train_users": 51, "n_train_chunks": 110, "n_dev_chunks": 45, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 18.1, "flip_max_diff": 0.0, "peak_gb": 5.02} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN64-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c9d7e0067cb317213245887e6dfa027b4cadcfe6 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.6, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6913021417507877, "n_train_users": 51, "n_train_chunks": 120, "n_dev_chunks": 16, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 18.2, "flip_max_diff": 0.0, "peak_gb": 5.45} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN64-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..473660bef205e8a6759499121c2f901b8c8a2c6a --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.1, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7132728340361929, "n_train_users": 51, "n_train_chunks": 120, "n_dev_chunks": 30, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 22.5, "flip_max_diff": 0.0, "peak_gb": 5.43} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN64-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c138cb59f080ce90eee1f78b07d7085b9f6d41d2 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.6, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6887882609194085, "n_train_users": 51, "n_train_chunks": 119, "n_dev_chunks": 32, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 21.7, "flip_max_diff": 0.0, "peak_gb": 5.38} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN64-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..59d9bc9f287f7920d7ec0616840f74b646ffb8ca --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.3, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.724805406986009, "n_train_users": 51, "n_train_chunks": 111, "n_dev_chunks": 30, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 13.6, "flip_max_diff": 0.0, "peak_gb": 5.08} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN8-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..56685037980da1db098b5bfcdac43828e109089c --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.6, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6951871657754011, "n_train_users": 6, "n_train_chunks": 10, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 26.2, "flip_max_diff": 0.0, "peak_gb": 1.18} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN8-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..644f8ee14ccccc90d63c7d028030d29723be01be --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.0, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.5654814892391475, "n_train_users": 6, "n_train_chunks": 31, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 21.1, "flip_max_diff": 0.0, "peak_gb": 1.61} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN8-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..129e3fef5f1d7856eba6b3cdd6d3aeb8d8d883c6 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.5, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6427765237020315, "n_train_users": 6, "n_train_chunks": 7, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 17.9, "flip_max_diff": 0.0, "peak_gb": 1.21} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN8-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cf20dd13b88501ea62b194975ca022858e8194d1 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.3, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7688172043010751, "n_train_users": 6, "n_train_chunks": 11, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 15.7, "flip_max_diff": 0.0, "peak_gb": 1.22} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csN8-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ca13c3227e37d7fbffb6e6be0deeeac28f0237cd --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.3, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6376171352074966, "n_train_users": 6, "n_train_chunks": 19, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 16.7, "flip_max_diff": 0.0, "peak_gb": 1.21} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csNall-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4a26e4726c37ee952f0b9f68985a82ad882ae550 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 359.0, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.7918885022492552, "n_train_users": 2880, "n_train_chunks": 5992, "n_dev_chunks": 1507, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 25.7, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csNall-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b697c8ed61eaec3d7e4e16a1e29eeec16893b959 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 352.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7927875456269394, "n_train_users": 2880, "n_train_chunks": 5956, "n_dev_chunks": 1543, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 27.1, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csNall-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2f1d00a65523374cd1f522f739d2f60b637b316e --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 381.1, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.7867647214000073, "n_train_users": 2880, "n_train_chunks": 6001, "n_dev_chunks": 1498, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 25.6, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csNall-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0c6e68277904454aecdc728464ad24629b8ffb09 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 260.2, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.7847095460611062, "n_train_users": 2880, "n_train_chunks": 6006, "n_dev_chunks": 1493, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 26.4, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-csNall-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..203ad4c58269f219ba1b9f7939a1cd74f34e6e9e --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 421.8, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.7937488337643106, "n_train_users": 2880, "n_train_chunks": 5974, "n_dev_chunks": 1525, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 29.2, "flip_max_diff": 0.0, "peak_gb": 11.26} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-extrakt-ics0/train_info.json.done b/pykt/junyi/coldstart/pykt-extrakt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b1bddfdcb467358b128ac9bc168602dac1a60960 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-extrakt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 360.5, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.786321855563956, "n_train_users": 2880, "n_train_chunks": 5200, "n_dev_chunks": 1304, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 11.26} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN128-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..89b7152a2dc7257a217ceacda7e433431450a2bf --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 33.8, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.7443390631010949, "n_train_users": 102, "n_train_chunks": 223, "n_dev_chunks": 79, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 55.1, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN128-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5667e6d6974a4dcd12ee132427433269c846146f --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 26.3, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.6776336532345051, "n_train_users": 102, "n_train_chunks": 209, "n_dev_chunks": 67, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 54.9, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN128-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0267b80c2e25c18283b7820d45ed69f69a9d0f03 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 27.6, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.7386741252431887, "n_train_users": 102, "n_train_chunks": 227, "n_dev_chunks": 58, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 57.9, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN128-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..668035ba3377f9c504c9c708d485a0420d78bf5c --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 35.3, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6450801180230992, "n_train_users": 102, "n_train_chunks": 215, "n_dev_chunks": 84, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 54.9, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN128-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5139f2fdbdad4edf337fb84c41ce78bdc859ad98 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.0, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.653074110023373, "n_train_users": 102, "n_train_chunks": 238, "n_dev_chunks": 73, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 51.2, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN16-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..666cea68420fdfa81af3ffbaa35848bd4cbdcce2 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 28.9, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.6157273453038548, "n_train_users": 13, "n_train_chunks": 44, "n_dev_chunks": 10, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 93.2, "flip_max_diff": 0.0, "peak_gb": 5.72} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN16-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e4d05dbf13af58ec3ef93e196917e91ba94c43dc --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.9, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.6168586078499196, "n_train_users": 13, "n_train_chunks": 43, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 35.8, "flip_max_diff": 0.0, "peak_gb": 5.6} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN16-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1ffb98564f9134a5442a26b36fb19d0f5cffad51 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.45948616600790515, "n_train_users": 13, "n_train_chunks": 16, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 55.7, "flip_max_diff": 0.0, "peak_gb": 2.33} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN16-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f37f884faefc64c8e4648e1b0ff093a983d49016 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5718127573745694, "n_train_users": 13, "n_train_chunks": 20, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 37.1, "flip_max_diff": 0.0, "peak_gb": 2.82} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN16-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..949fba3d39dbb1a9e117dfaa6ce86aa2612b7a7b --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.4, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.5884387351778656, "n_train_users": 13, "n_train_chunks": 27, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 35.9, "flip_max_diff": 0.0, "peak_gb": 3.66} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN256-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2b2f17323fc890b7da82aba80fb0415be78d7052 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 56.3, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.699994021974111, "n_train_users": 205, "n_train_chunks": 430, "n_dev_chunks": 101, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 45.3, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN256-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cfa2ba7f8ff446b9d38bc62e506fcc7cb858e062 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 61.6, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7363959304599219, "n_train_users": 205, "n_train_chunks": 462, "n_dev_chunks": 85, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 55.7, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN256-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..22c629fc28358b9bb5e1b2285c8147ff4b6f414f --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 60.6, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7068166464437396, "n_train_users": 205, "n_train_chunks": 461, "n_dev_chunks": 92, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 56.1, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN256-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bd6cc5a9c34717fd0bb263fbb081209d2ce376ba --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 67.5, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.7133012320672115, "n_train_users": 205, "n_train_chunks": 485, "n_dev_chunks": 104, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 55.4, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN256-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..05db10e9c9b82f56123196b2cbb9e78ec6c76397 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 64.0, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.7032213052745071, "n_train_users": 205, "n_train_chunks": 465, "n_dev_chunks": 117, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 41.8, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN32-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..64567e01fa62ff65f221f76fbeaec5f44df13dd2 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.5, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6320900085605968, "n_train_users": 26, "n_train_chunks": 68, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 45.3, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN32-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9125ee7ff7cb670071fcf39f438e2927f12f99f2 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.3, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.6359910813823857, "n_train_users": 26, "n_train_chunks": 67, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 35.3, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN32-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..220f0239c13aeffd813ccc1129f54d95c4a1cc06 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.3, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.669373347792193, "n_train_users": 26, "n_train_chunks": 33, "n_dev_chunks": 27, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 35.7, "flip_max_diff": 0.0, "peak_gb": 4.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN32-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3131d3d5c4054478c5a05b9fff9ba1b7a2a0d878 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.8, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.6503260622585776, "n_train_users": 26, "n_train_chunks": 39, "n_dev_chunks": 19, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 36.7, "flip_max_diff": 0.0, "peak_gb": 5.11} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN32-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..84279260658f88db8a852854ac84c0782413d94b --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.7, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.6080630040146802, "n_train_users": 26, "n_train_chunks": 62, "n_dev_chunks": 12, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 28.5, "flip_max_diff": 0.0, "peak_gb": 7.89} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN64-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e9b00611f292dc8ed865ea5a21cd2f0f9a54b3d4 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.0, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6625262985737318, "n_train_users": 51, "n_train_chunks": 110, "n_dev_chunks": 45, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 54.3, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN64-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..67028a5b7d699d3d6f57eaeafdb8c85b76084bd5 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 26.0, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.6808413639450333, "n_train_users": 51, "n_train_chunks": 120, "n_dev_chunks": 16, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 56.8, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN64-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a96489b281e044bacb45190f2d055552b0fd0296 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.5, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.7119229879535223, "n_train_users": 51, "n_train_chunks": 120, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 36.0, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN64-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bd539b7df88fc39c889474b89175987ef656571b --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.3, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6844303927306515, "n_train_users": 51, "n_train_chunks": 119, "n_dev_chunks": 32, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 36.4, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN64-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..17bccfd7fc4fe2ced18b625b874fabe8a9b26494 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.9, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.6994472026722405, "n_train_users": 51, "n_train_chunks": 111, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 28.2, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN8-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..70e69e770ff84120b9df5025b1d6557204498acf --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.1, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7700534759358288, "n_train_users": 6, "n_train_chunks": 10, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 82.2, "flip_max_diff": 0.0, "peak_gb": 1.61} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN8-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3f4943b2eaf514eab83fc38a06ca611a1c486426 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.8, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.5028800335131172, "n_train_users": 6, "n_train_chunks": 31, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 57.9, "flip_max_diff": 0.0, "peak_gb": 4.15} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN8-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e8f6fe69cb93bd8b4f5280725d735d77e7393c3c --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.6, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.6103047404063205, "n_train_users": 6, "n_train_chunks": 7, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 55.8, "flip_max_diff": 0.0, "peak_gb": 1.24} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN8-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a5617c6ab6ed8f36626973995435a01d9069028c --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.6, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6359898798228969, "n_train_users": 6, "n_train_chunks": 11, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 48.7, "flip_max_diff": 0.0, "peak_gb": 1.73} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csN8-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..384d2fa3701450a0f928263931e0d2a2e0ec40ac --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.3, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.665595716198126, "n_train_users": 6, "n_train_chunks": 19, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 53.3, "flip_max_diff": 0.0, "peak_gb": 2.7} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csNall-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e584f76dec4c12767970ea96c01312e742a39d74 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 952.9, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.7944012405501972, "n_train_users": 2880, "n_train_chunks": 5992, "n_dev_chunks": 1507, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 65.9, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csNall-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..00188bc05987b6e95ba4e07742a1a6af973582e0 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 890.4, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.7944939756390832, "n_train_users": 2880, "n_train_chunks": 5956, "n_dev_chunks": 1543, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 63.4, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csNall-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8933a95291d18d984b1b7713e9da911e7c561fe2 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 739.4, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7882847787956317, "n_train_users": 2880, "n_train_chunks": 6001, "n_dev_chunks": 1498, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 65.3, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csNall-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b44b577fd4c68f346fe9f30e58ba5c291800ca6c --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 559.3, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7843081080902885, "n_train_users": 2880, "n_train_chunks": 6006, "n_dev_chunks": 1493, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 38.7, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-csNall-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..675090644b27b35db2a24d1d2bcf7591aa24bf23 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 993.2, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.7943955676903027, "n_train_users": 2880, "n_train_chunks": 5974, "n_dev_chunks": 1525, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 67.9, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-folibikt-ics0/train_info.json.done b/pykt/junyi/coldstart/pykt-folibikt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..296692826beded2cca658575f95b6464dac6a077 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-folibikt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 693.8, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7905728445365945, "n_train_users": 2880, "n_train_chunks": 5200, "n_dev_chunks": 1304, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 3.0, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN128-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b5a5f71248e826c8ad8cd8a8faaa7a2c92d7773e --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN128-s0/train_info.json.done @@ 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a/pykt/junyi/coldstart/pykt-iekt-csN128-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..738432400f5af29e1287d8d6a442b33cedbbc6f8 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 217.9, "epochs": 51, "best_epoch": 41, "dev_auc_pykt": 0.7270999774658514, "n_train_users": 102, "n_train_chunks": 221, "n_dev_chunks": 57, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 108.1, "flip_max_diff": 0.0, "peak_gb": 1.1} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN128-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..843045dd789a94ab0a5230313a9772fcd98e055e --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 237.1, "epochs": 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b/pykt/junyi/coldstart/pykt-iekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a6b06da96d671ad4966cb54f407f974e8f90035e --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 69.2, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.5661032122898583, "n_train_users": 13, "n_train_chunks": 42, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 99.2, "flip_max_diff": 0.0, "peak_gb": 0.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN16-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2415ab2147fcaa4f689d2fb6c0174b90af087b07 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 274.3, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.5929111165424253, "n_train_users": 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0000000000000000000000000000000000000000..22765951757756a9aa6ec7b0b33b251625affd31 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 37.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6932095134044878, "n_train_users": 13, "n_train_chunks": 20, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 89.9, "flip_max_diff": 0.0, "peak_gb": 0.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN16-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..531a73755161ec32d8a1bed9a2b3d516b253c1f3 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 86.1, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.6697957839262186, "n_train_users": 13, "n_train_chunks": 27, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 86.2, "flip_max_diff": 0.0, "peak_gb": 0.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN256-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ba84c984a678e3c5fd5f88f2721d085cd4d3adbe --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 833.1, "epochs": 87, "best_epoch": 77, "dev_auc_pykt": 0.7103913411647031, "n_train_users": 205, "n_train_chunks": 414, "n_dev_chunks": 97, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 176.8, "flip_max_diff": 0.0, "peak_gb": 1.25} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN256-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..65a437db7c8e46ef1ef109de489e938f3a5be393 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 351.0, "epochs": 50, "best_epoch": 40, "dev_auc_pykt": 0.7303579248703294, "n_train_users": 205, "n_train_chunks": 446, "n_dev_chunks": 83, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 112.1, "flip_max_diff": 0.0, "peak_gb": 1.25} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN256-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..62ec64e39805b8a76b9ed88502bc7b5d692629fd --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 431.8, "epochs": 65, "best_epoch": 55, "dev_auc_pykt": 0.7152381215021203, "n_train_users": 205, "n_train_chunks": 446, "n_dev_chunks": 91, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 90.2, "flip_max_diff": 0.0, "peak_gb": 1.27} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN256-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9544c17960179953a368b803d7b56b6532341418 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 476.3, "epochs": 75, "best_epoch": 65, "dev_auc_pykt": 0.715438541985005, "n_train_users": 205, "n_train_chunks": 462, "n_dev_chunks": 101, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 125.0, "flip_max_diff": 0.0, "peak_gb": 1.27} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN256-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ac20a60439d1dbf2d83931b02bb15a0008b08f85 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 449.8, "epochs": 67, "best_epoch": 57, "dev_auc_pykt": 0.7030732380051921, "n_train_users": 205, "n_train_chunks": 445, "n_dev_chunks": 115, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 89.4, "flip_max_diff": 0.0, "peak_gb": 1.28} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN32-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..de3244c2ba0064d6ea8aa039fc6e3e5e82322ff8 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 53.2, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6393420569891157, "n_train_users": 26, "n_train_chunks": 64, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 90.4, "flip_max_diff": 0.0, "peak_gb": 0.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN32-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..32b18c8fe911e9395e3909023fb22b317fdb0dd9 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 73.9, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6495530935559837, "n_train_users": 26, "n_train_chunks": 65, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 190.7, "flip_max_diff": 0.0, "peak_gb": 0.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN32-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1fb781567f6a9a8cec7b50428b8eba68b18d52ba --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 82.8, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6828819254111305, "n_train_users": 26, "n_train_chunks": 32, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 85.0, "flip_max_diff": 0.0, "peak_gb": 0.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN32-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..acb33dd6028afc04aeb4954a75b8f9b9485ecccb --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 127.3, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.6097358694416013, "n_train_users": 26, "n_train_chunks": 37, "n_dev_chunks": 18, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 91.0, "flip_max_diff": 0.0, "peak_gb": 0.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN32-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..02b0b050316a30cc63ae93bb62af219ff1cdb481 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 54.1, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.5506850129580422, "n_train_users": 26, "n_train_chunks": 61, "n_dev_chunks": 11, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 91.4, "flip_max_diff": 0.0, "peak_gb": 0.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN64-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a5596773d73e4549e4d6a6f90f876daa80be7f25 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 146.7, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.6491634638108748, "n_train_users": 51, "n_train_chunks": 103, "n_dev_chunks": 44, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 89.7, "flip_max_diff": 0.0, "peak_gb": 0.54} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN64-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ef3b26611d92754ea81951088d6d7418af418afb --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 50.4, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6134270064301024, "n_train_users": 51, "n_train_chunks": 117, "n_dev_chunks": 16, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 91.7, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN64-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3f129da5cd9d402dfc734cb35fb4660368188b37 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 85.4, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.688101725121491, "n_train_users": 51, "n_train_chunks": 116, "n_dev_chunks": 30, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 85.1, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN64-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a3b9f168248954e934880a95b13712c98c9e4ba1 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 219.5, "epochs": 64, "best_epoch": 54, "dev_auc_pykt": 0.674055852428826, "n_train_users": 51, "n_train_chunks": 114, "n_dev_chunks": 30, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 94.2, "flip_max_diff": 0.0, "peak_gb": 0.59} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN64-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..95d95a845e60e963c3be3b56fc6c1c4bbea487ce --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 147.1, "epochs": 48, "best_epoch": 38, "dev_auc_pykt": 0.6899138014527846, "n_train_users": 51, "n_train_chunks": 108, "n_dev_chunks": 28, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 88.0, "flip_max_diff": 0.0, "peak_gb": 0.56} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN8-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ad64796dc87c8228e625c1ed53deeed8bf218319 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 105.4, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.8395721925133689, "n_train_users": 6, "n_train_chunks": 10, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 115.0, "flip_max_diff": 0.0, "peak_gb": 0.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN8-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a79c7ff0bda378a71ebf28856033ffd47953436b --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 49.1, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.515117994100295, "n_train_users": 6, "n_train_chunks": 29, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 169.8, "flip_max_diff": 0.0, "peak_gb": 0.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN8-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c7c10d3180d53402aa11988c8f291dfb741b3f33 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 34.8, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5628583128583129, "n_train_users": 6, "n_train_chunks": 7, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 84.5, "flip_max_diff": 0.0, "peak_gb": 0.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN8-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..80348b2314d2815e5e2c5945494b7754d44f2374 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 44.2, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6010230179028133, "n_train_users": 6, "n_train_chunks": 11, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 92.3, "flip_max_diff": 0.0, "peak_gb": 0.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csN8-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b1d8ed0a322e02893b4245ad7021473c06c70cef --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 34.9, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6074966532797859, "n_train_users": 6, "n_train_chunks": 19, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 101.2, "flip_max_diff": 0.0, "peak_gb": 0.4} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csNall-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7e28cf6316f4a6487dc2543e039a39057009284e --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15946.3, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.7924188291840174, "n_train_users": 2880, "n_train_chunks": 5761, "n_dev_chunks": 1446, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 403.5, "flip_max_diff": 0.0, "peak_gb": 0.42} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csNall-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a14802c0c1c55351b52141aa388d7f7af5e1d5ef --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4207.6, "epochs": 56, "best_epoch": 46, "dev_auc_pykt": 0.7936363004502315, "n_train_users": 2880, "n_train_chunks": 5721, "n_dev_chunks": 1486, "batch_size": 256, 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0000000000000000000000000000000000000000..0951c61aa3678363d38408780e2d68031faada38 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11687.9, "epochs": 64, "best_epoch": 54, "dev_auc_pykt": 0.7859841884552997, "n_train_users": 2880, "n_train_chunks": 5777, "n_dev_chunks": 1430, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 251.4, "flip_max_diff": 0.0, "peak_gb": 1.33} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-iekt-csNall-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-iekt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..363e79924babc7cb9d9d026adf677c1671fcab47 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-iekt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10300.9, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.7928911913453981, "n_train_users": 2880, "n_train_chunks": 5731, "n_dev_chunks": 1476, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 277.4, "flip_max_diff": 0.0, "peak_gb": 1.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-kqn-csNall-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-kqn-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a28d9643ca829bc20c6e184f56e3659aec931662 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-kqn-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 238.0, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7453585099304871, "n_train_users": 2880, "n_train_chunks": 5974, "n_dev_chunks": 1525, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 41.3, "flip_max_diff": 0.0, "peak_gb": 3.88} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-kqn-ics0/train_info.json.done b/pykt/junyi/coldstart/pykt-kqn-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c31593f88cb2272887d069180726c2e912684630 --- 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diff --git a/pykt/junyi/coldstart/pykt-kqn-ics2/train_info.json.done b/pykt/junyi/coldstart/pykt-kqn-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..674a7e633a5519864156328879804c69a5907151 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-kqn-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 191.0, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7369399285251163, "n_train_users": 2880, "n_train_chunks": 5209, "n_dev_chunks": 1301, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 1.7, "flip_max_diff": 0.0, "peak_gb": 3.88} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-lefokt_akt-csN128-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-lefokt_akt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e4328f2f1afaab2a302a23eeb20f5479c4d87313 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-lefokt_akt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 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b/pykt/junyi/coldstart/pykt-lefokt_akt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ee67d5f9078301cfc666c8618a08f8c42a8b3ee8 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-lefokt_akt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 42.4, "epochs": 87, "best_epoch": 77, "dev_auc_pykt": 0.6923067131994967, "n_train_users": 205, "n_train_chunks": 430, "n_dev_chunks": 101, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 10.1, "flip_max_diff": 0.0, "peak_gb": 3.62} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-lefokt_akt-csN32-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-lefokt_akt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ce5e83d680bb91434d6f49bc80a8847dccde6ea9 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-lefokt_akt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.9, "epochs": 61, "best_epoch": 51, "dev_auc_pykt": 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file mode 100644 index 0000000000000000000000000000000000000000..7bda24229427ce0cd258da7d2ccee79e44e51cec --- /dev/null +++ b/pykt/junyi/coldstart/pykt-mockt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 52.2, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.7035443823625684, "n_train_users": 205, "n_train_chunks": 430, "n_dev_chunks": 101, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 25.2, "flip_max_diff": 0.0, "peak_gb": 11.22} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-mockt-csN32-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-mockt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..20345c8bcea59ca71f0c96a9054e6791af822406 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-mockt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.7, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6396844808609514, "n_train_users": 26, "n_train_chunks": 68, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 18.9, "flip_max_diff": 0.0, "peak_gb": 3.2} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-mockt-csN64-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-mockt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..91b9ed39b00e73843a3f335e0d52676002fe6326 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-mockt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.4, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.6814662071795348, "n_train_users": 51, "n_train_chunks": 110, "n_dev_chunks": 45, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 17.4, "flip_max_diff": 0.0, "peak_gb": 4.99} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-mockt-csN8-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-mockt-csN8-s0/train_info.json.done new file mode 100644 index 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"n_val_users": 720, "score_s": 27.1, "flip_max_diff": 0.0, "peak_gb": 5.76} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-mockt-ics1/qid_conv_ker_noexp_model.ckpt b/pykt/junyi/coldstart/pykt-mockt-ics1/qid_conv_ker_noexp_model.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..e3679afc5d5bcbe8c7d3d87f76db1df6eeff5cf8 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-mockt-ics1/qid_conv_ker_noexp_model.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e80dfd265096c265ce45174aff5e1241a6110ef379c1ce57ab30975b795592f5 +size 21466595 diff --git a/pykt/junyi/coldstart/pykt-mockt-ics2/train_info.json.done b/pykt/junyi/coldstart/pykt-mockt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4f747fe8944a2c68e8f8ad0b9da1d2208e1f817b --- /dev/null +++ b/pykt/junyi/coldstart/pykt-mockt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 363.2, "epochs": 24, "best_epoch": 14, 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b/pykt/junyi/coldstart/pykt-qdkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..682084f2235e79b18bccb06e835e7feca8dd42ed --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.8, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6032664695620686, "n_train_users": 102, "n_train_chunks": 203, "n_dev_chunks": 65, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 23.6, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN128-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1c6ae24826af542fe261e9a6c0bb9d54c249c8ca --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.3, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6600078257570359, "n_train_users": 102, "n_train_chunks": 221, "n_dev_chunks": 57, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 19.9, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN128-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6654be55f74f035047509ca082001d25dd2b64ba --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.6, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6025016007697104, "n_train_users": 102, "n_train_chunks": 207, "n_dev_chunks": 79, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 17.5, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN128-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ed040900049ff7fe8fbcf58f844c08bc8b66e0df --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.2, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.6046452661516512, "n_train_users": 102, "n_train_chunks": 228, "n_dev_chunks": 69, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 17.6, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN16-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b29244df774e8debbf7290b27f8b82f372a804cd --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.4, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.550299032298257, "n_train_users": 13, "n_train_chunks": 42, "n_dev_chunks": 9, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 17.0, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN16-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0fd64f413537c256cfb2d40a327888751652ee12 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.8, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.5522195405108151, "n_train_users": 13, "n_train_chunks": 41, "n_dev_chunks": 9, "batch_size": 8, "seq_len": 200, "n_val_users": 3, "score_s": 24.8, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN16-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1e0069160ed7c9de98816849c0bfc61b51a1970c --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.2, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.5143280632411067, "n_train_users": 13, "n_train_chunks": 16, "n_dev_chunks": 3, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 22.4, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN16-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ccc64cc3d330950e563858da202697db5c0e75e1 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.7, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.6208504916379528, "n_train_users": 13, "n_train_chunks": 20, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 18.2, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN16-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6176f795a468ccad627e4420572250582e9d20c7 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.5, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.5032938076416337, "n_train_users": 13, "n_train_chunks": 27, "n_dev_chunks": 3, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 17.2, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN256-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6ffbcffd7e72752863e283f0e1487a272ccd2c96 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.3, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6527624734467541, "n_train_users": 205, "n_train_chunks": 414, "n_dev_chunks": 97, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 24.1, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN256-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..42241502a408e6a5312820376fcb422f5e8e7a7b --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.9, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6252257430942885, "n_train_users": 205, "n_train_chunks": 446, "n_dev_chunks": 83, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 24.5, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN256-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f716eaffbb871fd9592a13c114bec3a807e49612 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.7, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6269609911539135, "n_train_users": 205, "n_train_chunks": 446, "n_dev_chunks": 91, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 21.8, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN256-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..657af46d5c926e44bb83b71d0facb50aac29cad1 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6589749325426207, "n_train_users": 205, "n_train_chunks": 462, "n_dev_chunks": 101, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 17.9, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN256-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a34209fc2a744414e764dbebd23eb0ca42ddfc35 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.0, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6342395719883442, "n_train_users": 205, "n_train_chunks": 445, "n_dev_chunks": 115, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 18.0, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN32-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..58c167194d7729582d45b8f65460bfaac9feb31a --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.2, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.551595939831234, "n_train_users": 26, "n_train_chunks": 64, "n_dev_chunks": 6, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 18.5, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN32-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e8387ed3f55f952bbcfa5684731fdb1b5f224688 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.6, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.6004312959394849, "n_train_users": 26, "n_train_chunks": 65, "n_dev_chunks": 9, "batch_size": 8, "seq_len": 200, "n_val_users": 6, "score_s": 44.7, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN32-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..78a30870fee629a95e82610a3393a362efab53c1 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.1, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.5368736276965504, "n_train_users": 26, "n_train_chunks": 32, "n_dev_chunks": 26, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 21.6, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN32-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cbcbf310385939c32964c22a36ed130e30c0a825 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.5, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.548621062208575, "n_train_users": 26, "n_train_chunks": 37, "n_dev_chunks": 18, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 17.9, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN32-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5b42e62fad95a1e39a0b3813662f93ec7063b1fc --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.8, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.5262379851064527, "n_train_users": 26, "n_train_chunks": 61, "n_dev_chunks": 11, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 17.1, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN64-s0/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a8a1cc18c8720a60067b4effac61fc33f148e9f0 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.3, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.5880987124122927, "n_train_users": 51, "n_train_chunks": 103, "n_dev_chunks": 44, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 17.2, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN64-s1/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..44d8c3a33f7bb09322a2f84842e7429274019001 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.7, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6062148130507264, "n_train_users": 51, "n_train_chunks": 117, "n_dev_chunks": 16, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 18.3, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN64-s2/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..df05bd0e26e83455098202590047906a359be1c9 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.0, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6184756953993752, "n_train_users": 51, "n_train_chunks": 116, "n_dev_chunks": 30, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 17.4, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN64-s3/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..efa865fde3163eb807ebc7024d6337f3f66b1971 --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.2, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.5924226670289526, "n_train_users": 51, "n_train_chunks": 114, "n_dev_chunks": 30, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 17.8, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/junyi/coldstart/pykt-qdkt-csN64-s4/train_info.json.done b/pykt/junyi/coldstart/pykt-qdkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3594b5cb60d3dcc3d1e2a248f07a626c0c3654db --- /dev/null +++ b/pykt/junyi/coldstart/pykt-qdkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.4, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6424931719128328, "n_train_users": 51, "n_train_chunks": 108, "n_dev_chunks": 28, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 17.2, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file