diff --git a/pykt/assist09/coldstart/pykt-qdkt-csNall-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-qdkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a2c5dcadc11d6c496a27f9c2814aa6e8145c4930 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qdkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 305.3, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.6794621742777567, "n_train_users": 1730, "n_train_chunks": 2070, "n_dev_chunks": 501, "batch_size": 32, "seq_len": 200, "n_val_users": 432, "score_s": 15.4, "flip_max_diff": 0.0, "peak_gb": 3.86} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qdkt-csNall-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-qdkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a279b0096cfb29940e90eb8c6d17bccbdccbca55 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qdkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 191.9, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.67701440011298, "n_train_users": 1730, "n_train_chunks": 2060, "n_dev_chunks": 511, "batch_size": 32, "seq_len": 200, "n_val_users": 432, "score_s": 18.8, "flip_max_diff": 0.0, "peak_gb": 3.86} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qdkt-csNall-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-qdkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fbaa766bed46063126f39b245a28afb27ca5777a --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qdkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 170.5, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.682065901343358, "n_train_users": 1730, "n_train_chunks": 2051, "n_dev_chunks": 520, "batch_size": 32, "seq_len": 200, "n_val_users": 432, "score_s": 11.3, "flip_max_diff": 0.0, "peak_gb": 3.86} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qdkt-csNall-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-qdkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..587ad50e5bec7e57a80143fb4f0ef8edb799c55a --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qdkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 154.1, "epochs": 50, "best_epoch": 40, "dev_auc_pykt": 0.6833651767828983, "n_train_users": 1730, "n_train_chunks": 2062, "n_dev_chunks": 509, "batch_size": 32, "seq_len": 200, "n_val_users": 432, "score_s": 11.4, "flip_max_diff": 0.0, "peak_gb": 3.86} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qdkt-csNall-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-qdkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..215410a86fa1a23660785732c9f8d29ef1832f54 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qdkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 149.4, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.685057258220471, "n_train_users": 1730, "n_train_chunks": 2039, "n_dev_chunks": 532, "batch_size": 32, "seq_len": 200, "n_val_users": 432, "score_s": 11.8, "flip_max_diff": 0.0, "peak_gb": 3.86} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qdkt-ics0/train_info.json.done b/pykt/assist09/coldstart/pykt-qdkt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..26f524e9812aa7475d0146ee29fbca1bd09a3619 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qdkt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 323.4, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.672166416331359, "n_train_users": 1730, "n_train_chunks": 1967, "n_dev_chunks": 481, "batch_size": 16, "seq_len": 200, "n_val_users": 432, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 3.72} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qdkt_bsprobe-csN32-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-qdkt_bsprobe-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..87d2d7bc521834436d42c452961f23252cf1e23a --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qdkt_bsprobe-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.7, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.5145699206088414, "n_train_users": 26, "n_train_chunks": 31, "n_dev_chunks": 9, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 9.6, "flip_max_diff": 0.0, "peak_gb": 3.86} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN128-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fe9d7e65896d5ff1abf76c843decf7c9b59f746b --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/assist09/coldstart/pykt-qikt-csN128-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..646d2592673027120d53371f2221078999ffcb6b --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.2, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.667894646843832, "n_train_users": 102, "n_train_chunks": 111, "n_dev_chunks": 37, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 18.2, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN128-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..797f0a545058fe7eb86e316af14698b3ee0e2d4f --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.4, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6745577523413111, "n_train_users": 102, "n_train_chunks": 124, "n_dev_chunks": 32, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 15.9, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN128-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1472066458016639bd52da00cd5fdf7f86ef6db5 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.673960216281356, "n_train_users": 102, "n_train_chunks": 115, "n_dev_chunks": 30, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 15.5, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN16-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8c3d7b7cc262f23f6c84abe4b812a9611d833597 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.2, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6373735302160239, "n_train_users": 13, "n_train_chunks": 17, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 15.5, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN16-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fae7d4690f5b44f652748cabef331e9d36093cd3 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.2, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.49224328983009114, "n_train_users": 13, "n_train_chunks": 18, "n_dev_chunks": 3, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 22.0, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN16-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..123921df63df9ae6cce1dfa3d1e2eb356d35a692 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.3, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.5931293612453032, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 14.7, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN16-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a746472d2d5911fd95c810e961d914641094ddfb --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.6, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.4881794078656651, "n_train_users": 13, "n_train_chunks": 15, "n_dev_chunks": 3, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 15.7, "flip_max_diff": 0.0, "peak_gb": 4.11} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN16-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d0361e08b4b26ecb3b8b9c6f1b7654b06014a22b --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.6, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6033525954785797, "n_train_users": 13, "n_train_chunks": 15, "n_dev_chunks": 5, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 14.6, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN256-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..94e16661e49b680bdbae1f2503a8ecd2e218d556 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.9, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7040927947887065, "n_train_users": 205, "n_train_chunks": 235, "n_dev_chunks": 64, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 16.6, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN256-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..48b7c5ace73a0884e94ff5e6514c0474c5625b2f --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.3, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6506889882957485, "n_train_users": 205, "n_train_chunks": 237, "n_dev_chunks": 59, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 21.6, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN256-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ba4f77ae131bc53cb46f16dc9c64842d1e210011 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.7, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7365543334576146, "n_train_users": 205, "n_train_chunks": 244, "n_dev_chunks": 59, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 20.8, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN256-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..44eb51ed09bc62886ccd94d588a835c4263c9e20 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 38.5, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6767781935755315, "n_train_users": 205, "n_train_chunks": 249, "n_dev_chunks": 59, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 24.5, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN256-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..686ec042d4e0e39091ce918f4fa92913abfa82dc --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 28.9, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.712794827253426, "n_train_users": 205, "n_train_chunks": 234, "n_dev_chunks": 60, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 26.8, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN32-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..80a0b9b69b08ebd379500e86c89383eff1bc1910 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.2, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6421228118921921, "n_train_users": 26, "n_train_chunks": 31, "n_dev_chunks": 6, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 15.2, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN32-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b5e75691db31f3ee0de8cb74549602b0676a1292 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.2, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6547194534707771, "n_train_users": 26, "n_train_chunks": 31, "n_dev_chunks": 9, "batch_size": 8, "seq_len": 200, "n_val_users": 6, "score_s": 25.8, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN32-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0d33fafbb461c929d599edb17ab45154eda0aefd --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.5, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.6311799604482531, "n_train_users": 26, "n_train_chunks": 27, "n_dev_chunks": 6, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 21.0, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN32-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2baa41887bba39e7fd08094eacf399dc8ca92172 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6434898880160453, "n_train_users": 26, "n_train_chunks": 30, "n_dev_chunks": 6, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 28.8, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN32-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bc10a3cbddad5ee36291369afd6673bfe3b46ad6 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.4, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.5464880952380953, "n_train_users": 26, "n_train_chunks": 30, "n_dev_chunks": 6, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 15.2, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN64-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c5ce3784670f98dd5756a3796ffa4076864da438 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.9, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.6012012838147639, "n_train_users": 51, "n_train_chunks": 57, "n_dev_chunks": 15, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 15.4, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN64-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d7b6815a9666f548be00411f34c4ee0feb573a11 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.2, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.590452101844247, "n_train_users": 51, "n_train_chunks": 62, "n_dev_chunks": 18, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 20.9, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN64-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a63b077c2799089553e594dc6fa1b899c19fcad3 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.1, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6405007206533924, "n_train_users": 51, "n_train_chunks": 56, "n_dev_chunks": 14, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 21.5, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN64-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..84069195d104a06ce704aa2422caec5775483067 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.8, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6089209151504233, "n_train_users": 51, "n_train_chunks": 56, "n_dev_chunks": 16, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 16.0, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN64-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c02f083d1c0db368552b4b1dcc10ec81cc5a9134 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.3, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6324653538166582, "n_train_users": 51, "n_train_chunks": 57, "n_dev_chunks": 16, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 15.4, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN8-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..79603505498185ddc116f76295f33282dddd7204 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.4, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6090909090909091, "n_train_users": 6, "n_train_chunks": 10, "n_dev_chunks": 2, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 16.7, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN8-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..598807ae9020ac170ee7e17d5674c51d7a3c3fa5 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.5, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6314612033439303, "n_train_users": 6, "n_train_chunks": 8, "n_dev_chunks": 2, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 22.0, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN8-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9980610fccee5636a145f6b9220c6a0d447f82d9 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.7, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.4594594594594595, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 13.8, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN8-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..09170fb324ac6abf99aa90af314151011ae30d7d --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.7, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6875, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 15.5, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csN8-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e8f1c21d81a0698e1892917ecbd6a0e3159325fc --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6051136363636364, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 24.8, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csNall-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..adc7e99ccef4d6f7aa1a91a1a120b886e9f8f778 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 208.7, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7630964722764355, "n_train_users": 1730, "n_train_chunks": 2070, "n_dev_chunks": 501, "batch_size": 32, "seq_len": 200, "n_val_users": 432, "score_s": 30.5, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csNall-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e62c6ce7ddc02bd86c3dcf59859d5ccfbfdb7896 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 213.4, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7492894802266379, "n_train_users": 1730, "n_train_chunks": 2060, "n_dev_chunks": 511, "batch_size": 32, "seq_len": 200, "n_val_users": 432, "score_s": 29.8, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csNall-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..59eda5ad0bd8edebd66d2c73e33ce9498506cd93 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 176.6, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7592538490732132, "n_train_users": 1730, "n_train_chunks": 2051, "n_dev_chunks": 520, "batch_size": 32, "seq_len": 200, "n_val_users": 432, "score_s": 26.7, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csNall-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..63cb0254a53d49fe3e62bc15cf299d6f463b6741 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 89.2, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7589899694896364, "n_train_users": 1730, "n_train_chunks": 2062, "n_dev_chunks": 509, "batch_size": 32, "seq_len": 200, "n_val_users": 432, "score_s": 15.4, "flip_max_diff": 0.0, "peak_gb": 4.03} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-qikt-csNall-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-qikt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dcbc67d5e2f517e17b2f3bade033d5dfc0187432 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-qikt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/assist09/coldstart/pykt-rekt-csN128-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b3f789f569259d39656fc63c24d6423732f8d956 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 68.7, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.6495709394869058, "n_train_users": 102, "n_train_chunks": 122, "n_dev_chunks": 30, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 57.6, "flip_max_diff": 0.0, "peak_gb": 0.59} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-csN128-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..66264c91fac7588e13da69cdd57ff8db558e86ce --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 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b/pykt/assist09/coldstart/pykt-rekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f73c6a38b61a68bab3bdfb83deff5fcbd7d951b6 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.5, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6081686429512517, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 29.6, "flip_max_diff": 0.0, "peak_gb": 0.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-csN16-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8af76c61241e2d21a990abd479cc389bc3b28301 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 33.6, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5763346354166666, "n_train_users": 13, "n_train_chunks": 15, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 54.6, "flip_max_diff": 0.0, "peak_gb": 0.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-csN256-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6f6dcaf83432ba62df8346c8ef6ca27c342dc314 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 83.0, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.7164140691365205, "n_train_users": 205, "n_train_chunks": 246, "n_dev_chunks": 66, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 58.5, "flip_max_diff": 0.0, "peak_gb": 1.15} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-csN256-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5d6b915ad2402d2fff7a3fd58329c85bff55815a --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 105.3, "epochs": 48, "best_epoch": 38, "dev_auc_pykt": 0.6947745041370403, "n_train_users": 205, "n_train_chunks": 245, "n_dev_chunks": 63, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 46.0, "flip_max_diff": 0.0, "peak_gb": 1.15} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-csN32-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7bdd68a6b8769689b189166aa87f1cf32b401b81 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 38.5, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.5971103084190054, "n_train_users": 26, "n_train_chunks": 33, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 55.8, "flip_max_diff": 0.0, "peak_gb": 0.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-csN32-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3828dd72efe91e11c98f75086ccf9f9f567c16aa --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.3, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7508023106546854, "n_train_users": 26, "n_train_chunks": 28, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 34.2, "flip_max_diff": 0.0, "peak_gb": 0.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-csN32-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..966cf29b838b371518a1893ba377dceee8df38d9 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 89.5, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.6417989417989418, "n_train_users": 26, "n_train_chunks": 31, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 29.8, "flip_max_diff": 0.0, "peak_gb": 0.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-csN64-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9a6915eb917c5b77a92b14af7f47fbbb1fde3653 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5522161172161172, "n_train_users": 51, "n_train_chunks": 60, "n_dev_chunks": 16, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 57.9, "flip_max_diff": 0.0, "peak_gb": 0.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-csN64-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6d75d36d0da972484ef9cc0a6ac8282240a85a95 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 44.4, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6716386945766949, "n_train_users": 51, "n_train_chunks": 59, "n_dev_chunks": 15, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 34.7, "flip_max_diff": 0.0, "peak_gb": 0.33} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-csN64-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..86f39d6d4050bd501d5ac496f084e74b2c6fbda2 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 71.7, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.6802416052416054, "n_train_users": 51, "n_train_chunks": 58, "n_dev_chunks": 16, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 29.8, "flip_max_diff": 0.0, "peak_gb": 0.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-csN8-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2e3560fecae1bcb2c3f46c5b46595d3af4a5b3ff --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 34.7, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6625668449197861, "n_train_users": 6, "n_train_chunks": 11, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 60.0, "flip_max_diff": 0.0, "peak_gb": 0.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-csN8-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..87416ab666d5e24f833bc14735fe7edeebf12d0f --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.5, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.5481691368788144, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 31.3, "flip_max_diff": 0.0, "peak_gb": 0.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-csN8-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ce9e3c98d3d928ab970e9e570ef44cd6eaccf5bd --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csN8-s4/train_info.json.done @@ -0,0 +1 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a/pykt/assist09/coldstart/pykt-rekt-csNall-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..33a9efd02801f8e6b3868b61a53bce0f335412e7 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 822.9, "epochs": 51, "best_epoch": 41, "dev_auc_pykt": 0.7654764701904608, "n_train_users": 1730, "n_train_chunks": 2151, "n_dev_chunks": 565, "batch_size": 256, "seq_len": 200, "n_val_users": 432, "score_s": 44.1, "flip_max_diff": 0.0, "peak_gb": 1.2} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-ics1/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a76a6fac5922e153d46336d81866fe178e39992b --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 723.7, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.7486215702530099, "n_train_users": 1730, "n_train_chunks": 2051, "n_dev_chunks": 509, "batch_size": 256, "seq_len": 200, "n_val_users": 432, "score_s": 3.2, "flip_max_diff": 0.0, "peak_gb": 1.2} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-rekt-ics2/train_info.json.done b/pykt/assist09/coldstart/pykt-rekt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6adc11c196fbf4d20db02dad7d34b295a78e3464 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-rekt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 730.4, "epochs": 48, "best_epoch": 38, "dev_auc_pykt": 0.7647948880276028, "n_train_users": 1730, "n_train_chunks": 2039, "n_dev_chunks": 518, "batch_size": 256, "seq_len": 200, "n_val_users": 432, "score_s": 2.9, "flip_max_diff": 0.0, "peak_gb": 1.2} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN128-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d7edcf9578b3eecad64cdd376fb763e33421dcaf --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 24.8, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6902342133434571, "n_train_users": 102, "n_train_chunks": 122, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 41.7, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN128-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4776ae469f6fd3d8b484d0955e039f48186a203a --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.4, "epochs": 27, "best_epoch": 17, 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b/pykt/assist09/coldstart/pykt-robustkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..10076b305e0b43d03d69e36f519d49f5bdda1d60 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.3, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7463584188605455, "n_train_users": 102, "n_train_chunks": 130, "n_dev_chunks": 35, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 50.5, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN128-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4419a17264afdbcacd233b52c6d687fc91ae4784 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.3, "epochs": 15, "best_epoch": 5, 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b/pykt/assist09/coldstart/pykt-robustkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7b08f6f69f34f99aa355a902326f9d1c372da648 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.2, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.6213363139592648, "n_train_users": 13, "n_train_chunks": 18, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 36.6, "flip_max_diff": 0.0, "peak_gb": 2.68} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN16-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5ab469567189e156ca01d110be5d9badc464186a --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.6, "epochs": 50, "best_epoch": 40, "dev_auc_pykt": 0.6361001317523056, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 24.9, "flip_max_diff": 0.0, "peak_gb": 1.96} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN16-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e80eb4b94f166417a0d1c66ca59287f5152f5d88 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.1, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6872514361467079, "n_train_users": 13, "n_train_chunks": 16, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 32.9, "flip_max_diff": 0.0, "peak_gb": 2.4} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN16-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a56214e8340a2b6235e17b612250836b302cb211 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.5, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.5713704427083333, "n_train_users": 13, "n_train_chunks": 15, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 42.0, "flip_max_diff": 0.0, "peak_gb": 2.25} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN256-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c5942cec01551b6f08cc9206969312f67c0dc7a0 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 55.4, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.7347598894917693, "n_train_users": 205, "n_train_chunks": 246, "n_dev_chunks": 66, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 42.3, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN256-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ced5352634eded33cdfa5c203f3eb1dc4e99136e --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.9, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6753436360490078, "n_train_users": 205, "n_train_chunks": 247, "n_dev_chunks": 64, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 40.3, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN256-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1345b5c485a8ae76e34a1b48b28bff135f641e73 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 29.0, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7491900779804317, "n_train_users": 205, "n_train_chunks": 261, "n_dev_chunks": 60, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 45.1, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN256-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..09ed56b588c425bb8f8ded44f1d925f655346cb2 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 98.0, "epochs": 56, "best_epoch": 46, 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b/pykt/assist09/coldstart/pykt-robustkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ab913bc9d833b774ebacfcb299e2d150c56fad43 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.3, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.6375382050569603, "n_train_users": 26, "n_train_chunks": 33, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 42.3, "flip_max_diff": 0.0, "peak_gb": 0.65} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN32-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7db6cb9aea7e2cf964b2f5af2aa15b06d0fe460e --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.4, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.7200806399897397, "n_train_users": 26, "n_train_chunks": 32, "n_dev_chunks": 10, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 39.1, "flip_max_diff": 0.0, "peak_gb": 4.7} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN32-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b2c16fc3b8bd088d178b117700e8bcbc34c64270 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.8, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.8140243902439024, "n_train_users": 26, "n_train_chunks": 28, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 32.2, "flip_max_diff": 0.0, "peak_gb": 4.12} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN32-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..33403075c0f6947d61766fbd9b25f19a6a2e7515 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.8, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.595437071703159, "n_train_users": 26, "n_train_chunks": 32, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 39.0, "flip_max_diff": 0.0, "peak_gb": 4.7} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN32-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6cce4a435a9130a4fdf68695bd8ea923e5ed16af --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.0, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6108171663727219, "n_train_users": 26, "n_train_chunks": 31, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 24.2, "flip_max_diff": 0.0, "peak_gb": 4.57} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN64-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ee6b922f0034c5f10865dce3cd8e37ea2d7baf80 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.3, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6408882783882783, "n_train_users": 51, "n_train_chunks": 60, "n_dev_chunks": 16, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 40.2, "flip_max_diff": 0.0, "peak_gb": 8.73} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN64-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..00ddbe6bd00033ecdb1ce28a94f8766bb4a1fbb1 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.8, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6635036754311563, "n_train_users": 51, "n_train_chunks": 65, "n_dev_chunks": 20, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 38.4, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN64-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0740d5cfb5515f2da0b0ae532d5839f2898158ab --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.2, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.7082293800037237, "n_train_users": 51, "n_train_chunks": 59, "n_dev_chunks": 15, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 43.6, "flip_max_diff": 0.0, "peak_gb": 8.6} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN64-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4b519aa979cfe149b825a491450aa1213cb83a70 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.6, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6625300340684956, "n_train_users": 51, "n_train_chunks": 59, "n_dev_chunks": 16, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 41.4, "flip_max_diff": 0.0, "peak_gb": 8.61} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN64-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e15f1fe02c6095bf1dc0019c783da0d52498992c --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 31.2, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.701036036036036, "n_train_users": 51, "n_train_chunks": 58, "n_dev_chunks": 16, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 23.8, "flip_max_diff": 0.0, "peak_gb": 8.48} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN8-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..21e290083977fb70b1c8178ae270bd8ccf4eeab3 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.7, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.6176470588235294, "n_train_users": 6, "n_train_chunks": 11, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 65.7, "flip_max_diff": 0.0, "peak_gb": 1.68} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN8-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..68f63e3ff281b082b7d6ef04b0da611f04d7a065 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.1, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6983625730994152, "n_train_users": 6, "n_train_chunks": 8, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 29.5, "flip_max_diff": 0.0, "peak_gb": 1.25} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN8-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fad3581ebc8ff00388df91cf88591ddaec0ba514 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.6, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.5368352223190933, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 24.4, "flip_max_diff": 0.0, "peak_gb": 0.96} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN8-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2319fcb4ff4a67a80c858e96389e04c29f393718 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.0, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.752, "n_train_users": 6, "n_train_chunks": 7, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 34.3, "flip_max_diff": 0.0, "peak_gb": 1.12} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csN8-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e2a1c25ef6fa45c2092561967b0875996294db80 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.3, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6051136363636365, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 23.7, "flip_max_diff": 0.0, "peak_gb": 0.96} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csNall-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b824341543bd94516f38264e0a7e721cd6db7009 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 786.6, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.7606813433665276, "n_train_users": 1730, "n_train_chunks": 2191, "n_dev_chunks": 525, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 48.6, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csNall-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..272792301ed44e9a00785838f0fada2921d0ab97 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1015.9, "epochs": 74, "best_epoch": 64, "dev_auc_pykt": 0.7610614821895909, "n_train_users": 1730, "n_train_chunks": 2173, "n_dev_chunks": 543, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 50.6, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csNall-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..07cd72bb48b127387ab693669b847a3e17fe2919 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 711.2, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.7623302159249152, "n_train_users": 1730, "n_train_chunks": 2164, "n_dev_chunks": 552, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 50.4, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csNall-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..54a9840ae53a9c4007d46bb54e24badc1e628763 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 835.6, "epochs": 56, "best_epoch": 46, "dev_auc_pykt": 0.7681778039920149, "n_train_users": 1730, "n_train_chunks": 2183, "n_dev_chunks": 533, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 56.2, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-csNall-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bceb985734499d1d7a5b694805920c8116658315 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1095.0, "epochs": 74, "best_epoch": 64, "dev_auc_pykt": 0.766475544682264, "n_train_users": 1730, "n_train_chunks": 2151, "n_dev_chunks": 565, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 52.9, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-ics0/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3c2a152631254b350ed944b9a601d61425179f44 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 949.7, "epochs": 65, "best_epoch": 55, "dev_auc_pykt": 0.7597440087086109, "n_train_users": 1730, "n_train_chunks": 2066, "n_dev_chunks": 500, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 3.0, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-robustkt-ics1/train_info.json.done b/pykt/assist09/coldstart/pykt-robustkt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9e5c767256cc861d20d72b9168ce095354412cdb --- /dev/null +++ b/pykt/assist09/coldstart/pykt-robustkt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1216.8, "epochs": 82, "best_epoch": 72, "dev_auc_pykt": 0.7529814999428891, "n_train_users": 1730, "n_train_chunks": 2051, "n_dev_chunks": 509, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 2.8, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-saint-ics0/train_info.json.done b/pykt/assist09/coldstart/pykt-saint-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..aea0b303e4b660e23c206680e25f435b20974dbd --- /dev/null +++ b/pykt/assist09/coldstart/pykt-saint-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 104.7, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6691150082865884, "n_train_users": 1730, "n_train_chunks": 2066, "n_dev_chunks": 500, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 4.04} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-saint-ics1/train_info.json.done b/pykt/assist09/coldstart/pykt-saint-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f38db53890329a6bc54b83bef32d9ea347f9a045 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-saint-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 81.0, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6695667945040378, "n_train_users": 1730, "n_train_chunks": 2051, "n_dev_chunks": 509, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 1.0, "flip_max_diff": 0.0, "peak_gb": 4.04} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-saint-ics2/train_info.json.done b/pykt/assist09/coldstart/pykt-saint-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b57f5ed137cec2dd6ca9364547d8603e2803ad20 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-saint-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 90.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6553980631779972, "n_train_users": 1730, "n_train_chunks": 2039, "n_dev_chunks": 518, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 4.04} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-saint_plus_plus-ics0/train_info.json.done b/pykt/assist09/coldstart/pykt-saint_plus_plus-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4a6ded91a2ff9d4a1689c3a59f3c776e2a04c836 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-saint_plus_plus-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 227.3, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6707089401739084, "n_train_users": 1730, "n_train_chunks": 2066, "n_dev_chunks": 500, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 4.28} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-saint_plus_plus-ics1/train_info.json.done b/pykt/assist09/coldstart/pykt-saint_plus_plus-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..db654c59e0aaab2791ade5019a353e2566b59daa --- /dev/null +++ b/pykt/assist09/coldstart/pykt-saint_plus_plus-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 133.5, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6292301086255144, "n_train_users": 1730, "n_train_chunks": 2051, "n_dev_chunks": 509, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 1.4, "flip_max_diff": 0.0, "peak_gb": 4.28} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done b/pykt/assist09/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e395927bc7a1d6ff508bcc262f5e7fd00231489b --- /dev/null +++ b/pykt/assist09/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 96.4, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6533815655041945, "n_train_users": 1730, "n_train_chunks": 2039, "n_dev_chunks": 518, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 1.1, "flip_max_diff": 0.0, "peak_gb": 4.28} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sakt-ics0/train_info.json.done b/pykt/assist09/coldstart/pykt-sakt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..36b65f025d9fa2addcbd94c4f3ec2e64f8867a24 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sakt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.4, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7154420081678946, "n_train_users": 1730, "n_train_chunks": 2066, "n_dev_chunks": 500, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 0.6, "flip_max_diff": 0.0, "peak_gb": 0.42} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sakt-ics1/train_info.json.done b/pykt/assist09/coldstart/pykt-sakt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b58492a60b3a544b239de1ce931dc45f880995d7 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sakt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.0, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7006658074850706, "n_train_users": 1730, "n_train_chunks": 2051, "n_dev_chunks": 509, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 0.3, "flip_max_diff": 0.0, "peak_gb": 0.42} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sakt-ics2/train_info.json.done b/pykt/assist09/coldstart/pykt-sakt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ac7bfc8d7a1f22f1197c5e3a9ccb3a069b51dec2 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sakt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 27.1, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7168643610913665, "n_train_users": 1730, "n_train_chunks": 2039, "n_dev_chunks": 518, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 0.4, "flip_max_diff": 0.0, "peak_gb": 0.42} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..85f46206f0f0b5ad9d320a96e08b876b97eb7d3b --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.5, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.6936868764599857, "n_train_users": 102, "n_train_chunks": 122, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 7.1, "flip_max_diff": 0.0, "peak_gb": 0.88} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c9d6b59bb681f78da65c58a4166fc5c43c45148f --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.5, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.7202418100587435, "n_train_users": 102, "n_train_chunks": 127, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 9.2, "flip_max_diff": 0.0, "peak_gb": 0.89} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f4cd8f075be25ac44d69d2f500a9dcd71db16340 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done @@ 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a/pykt/assist09/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7ad4acc3e2e71352cda5db777d33ddafd31f1a39 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 84.0, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.7353902808912599, "n_train_users": 102, "n_train_chunks": 119, "n_dev_chunks": 31, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 5.5, "flip_max_diff": 0.0, "peak_gb": 0.88} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..863b288a4b5254ad886424a0eed22edd16d9bb4d --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.1, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.5660038007329986, "n_train_users": 13, "n_train_chunks": 19, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 18.2, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f17e52753886148eed59c6b4b5aec34fef2b91c4 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.7, "epochs": 89, "best_epoch": 79, "dev_auc_pykt": 0.6280427223050175, "n_train_users": 13, "n_train_chunks": 18, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 10.0, "flip_max_diff": 0.0, "peak_gb": 0.59} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6e93040a9e91914a8fdeb8581acb816ed7bdf9d4 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.9, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.4959156785243741, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 9.3, "flip_max_diff": 0.0, "peak_gb": 0.58} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dc3e51cf3367fc14c95dd38f6b37507569eb106c --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.3, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.6359920459566947, "n_train_users": 13, "n_train_chunks": 16, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 9.8, "flip_max_diff": 0.0, "peak_gb": 0.56} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a7c8b68ce2932de09cfa336601a89167fcad154f --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.5, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.58984375, "n_train_users": 13, "n_train_chunks": 15, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 9.4, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a5ba687f70ad54a6042ec80d02098707b6877ec7 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.3, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.7390871591578722, "n_train_users": 205, "n_train_chunks": 246, "n_dev_chunks": 66, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 9.2, "flip_max_diff": 0.0, "peak_gb": 0.92} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..49fd63a53b6db68bc10a84af661886fa8eaf5e87 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done @@ 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a/pykt/assist09/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..47efe8af21d196f5ff4d479ddf3c9e7c7c1026ce --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 27.3, "epochs": 61, "best_epoch": 51, "dev_auc_pykt": 0.703708741049515, "n_train_users": 205, "n_train_chunks": 265, "n_dev_chunks": 62, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 9.9, "flip_max_diff": 0.0, "peak_gb": 0.9} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7e9e9e5df4dacd31b7aaa8b7a8b1fe20fe3053a2 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 23.2, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.7185271405805032, "n_train_users": 205, "n_train_chunks": 245, "n_dev_chunks": 63, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 10.5, "flip_max_diff": 0.0, "peak_gb": 0.9} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9bb5392158372504a58b6d3c8c840a82e67386f7 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.5, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.6086412892470131, "n_train_users": 26, "n_train_chunks": 33, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 5.6, "flip_max_diff": 0.0, "peak_gb": 0.56} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8f3d0a267eeef3361fdd95752bbe0f3d0b79655f --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.0, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.7039927215595743, "n_train_users": 26, "n_train_chunks": 32, "n_dev_chunks": 10, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 7.4, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7bff696366901692433de0f13662991038e4ab75 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.6, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.8011874197689345, "n_train_users": 26, "n_train_chunks": 28, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 10.2, "flip_max_diff": 0.0, "peak_gb": 0.56} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..89ffafa519a5323066783575a17aab0bd7c12c00 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.7, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.5918435567441083, "n_train_users": 26, "n_train_chunks": 32, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 7.6, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5193a346a2a0f63b2bb00be95918511ab414acaa --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 80.9, "epochs": 79, "best_epoch": 69, "dev_auc_pykt": 0.6426807760141093, "n_train_users": 26, "n_train_chunks": 31, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 6.6, "flip_max_diff": 0.0, "peak_gb": 0.58} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0a644234f359d5b096be1a1e6d8e113126585ecd --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.4, "epochs": 49, "best_epoch": 39, "dev_auc_pykt": 0.6549954212454212, "n_train_users": 51, "n_train_chunks": 60, "n_dev_chunks": 16, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 11.6, "flip_max_diff": 0.0, "peak_gb": 0.83} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ec63d3e3f15d7782187a6663823bb6f7a32c7815 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.0, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.6453971548889186, "n_train_users": 51, "n_train_chunks": 65, "n_dev_chunks": 20, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 9.2, "flip_max_diff": 0.0, "peak_gb": 0.88} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..83b10688b86569286f34fe9fa4e7abbf8c6a5494 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.0, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.7082719365906855, "n_train_users": 51, "n_train_chunks": 59, "n_dev_chunks": 15, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 8.0, "flip_max_diff": 0.0, "peak_gb": 0.83} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1eac9213259b709afbe6b18f1adecb88f5bfc620 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 57.0, "epochs": 93, "best_epoch": 83, "dev_auc_pykt": 0.6774825174825174, "n_train_users": 51, "n_train_chunks": 59, "n_dev_chunks": 16, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 7.4, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ee44356390ebcde9c8f95655ede40e5d11564a31 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 149.5, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.704522932022932, "n_train_users": 51, "n_train_chunks": 58, "n_dev_chunks": 16, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 5.7, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..eee1924271e771cd8655db7a1532de8286e49cad --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.7, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.6053475935828877, "n_train_users": 6, "n_train_chunks": 11, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 14.9, "flip_max_diff": 0.0, "peak_gb": 0.58} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3f922ecf56fb2db7f0be38e63c6b7d723a45122e --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.6, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.6581286549707602, "n_train_users": 6, "n_train_chunks": 8, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 9.4, "flip_max_diff": 0.0, "peak_gb": 0.58} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e10818cd15b8d84db4e64d396289d4c21665ea58 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.6, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.5994986922406277, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 11.6, "flip_max_diff": 0.0, "peak_gb": 0.59} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6f5ac20ac1dd66bf59dbd464f6c808ff4a3952e4 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.1, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.64, "n_train_users": 6, "n_train_chunks": 7, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 9.9, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3d91b04e2f20eaf3a05278485485462f41c0b406 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.7, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5568181818181818, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 5.8, "flip_max_diff": 0.0, "peak_gb": 0.56} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..22d398b075a50dd9288bcd3053f3b5c218f090cf --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 127.0, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.7636157762364474, "n_train_users": 1730, "n_train_chunks": 2191, "n_dev_chunks": 525, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 11.0, "flip_max_diff": 0.0, "peak_gb": 0.9} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f48d4f244931b410cce4a015f628c791cb76511a --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 126.6, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.7469978189107536, "n_train_users": 1730, "n_train_chunks": 2173, "n_dev_chunks": 543, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 10.7, "flip_max_diff": 0.0, "peak_gb": 0.91} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d0be6deecdc0f91364050c1a1ebb0e88eb8f324e --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 138.6, "epochs": 48, "best_epoch": 38, "dev_auc_pykt": 0.7615577616267388, "n_train_users": 1730, "n_train_chunks": 2164, "n_dev_chunks": 552, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 11.4, "flip_max_diff": 0.0, "peak_gb": 0.91} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csNall-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bd0040a4b4a5f20ae0fc4b2fdf4eb361088fd54d --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 120.6, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.765106786469907, "n_train_users": 1730, "n_train_chunks": 2183, "n_dev_chunks": 533, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 9.8, "flip_max_diff": 0.0, "peak_gb": 0.9} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-sparsekt-csNall-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-sparsekt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..20caa8cec0e529741df07487b5fcc68c81326b0a --- /dev/null +++ b/pykt/assist09/coldstart/pykt-sparsekt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 124.7, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.7541556503940726, "n_train_users": 1730, "n_train_chunks": 2151, "n_dev_chunks": 565, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 10.3, "flip_max_diff": 0.0, "peak_gb": 0.9} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-stablekt-csN128-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..19afd722045b8f34f98868bf4f7e1e8fc5fa25ed --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.4, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.6949720058963756, "n_train_users": 102, "n_train_chunks": 122, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 18.6, "flip_max_diff": 0.0, "peak_gb": 2.99} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-stablekt-csN128-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1618b0cad8fa49d0abe028b97306992d22454dea --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.9, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.7124357336027816, "n_train_users": 102, "n_train_chunks": 127, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 17.2, "flip_max_diff": 0.0, "peak_gb": 2.99} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-stablekt-csN128-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3bd50d166e192f0e5034465bb56c547d99b621e0 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 24.6, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.7541895801297922, "n_train_users": 102, "n_train_chunks": 116, "n_dev_chunks": 39, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 14.7, "flip_max_diff": 0.0, "peak_gb": 3.02} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-stablekt-csN128-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6d810b0c4dec9bea34ac8158f8beb42f5fb766f8 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN128-s3/train_info.json.done @@ 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a/pykt/assist09/coldstart/pykt-stablekt-csN16-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..613d12dbaef107b182587d4930e9e08d71ee84c8 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.7, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.5619994570381431, "n_train_users": 13, "n_train_chunks": 19, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 32.6, "flip_max_diff": 0.0, "peak_gb": 1.05} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-stablekt-csN16-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..216c3c2b6518f9873fd235054873bfcc8f02b158 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.2, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6465474416294088, "n_train_users": 13, "n_train_chunks": 18, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 17.3, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-stablekt-csN16-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8d1903223dd9392b6fd9f6346794cd73c47067d5 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.7, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6516469038208169, "n_train_users": 13, "n_train_chunks": 13, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 16.6, "flip_max_diff": 0.0, "peak_gb": 0.81} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-stablekt-csN16-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3bc0d9d35b5a470b9a238ee7beafb598b155d382 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.7, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.6226248342907645, "n_train_users": 13, "n_train_chunks": 16, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 16.6, "flip_max_diff": 0.0, "peak_gb": 0.92} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-stablekt-csN16-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..13da7b8328d95d61dea7f4713555ffbb0a096cdb --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/assist09/coldstart/pykt-stablekt-csN256-s1/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a02bc63050f1ed46156c224241cd88651811468 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.3, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.68575041299724, "n_train_users": 205, "n_train_chunks": 247, "n_dev_chunks": 64, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 18.0, "flip_max_diff": 0.0, "peak_gb": 3.0} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-stablekt-csN256-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1fc1f0b7b1609bf71077783bb6762c26b313f83b --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN256-s2/train_info.json.done @@ -0,0 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a/pykt/assist09/coldstart/pykt-stablekt-csN256-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5803a39cc68da8ed912cb51f484c469a162d4eff --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.9, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.7076416225776698, "n_train_users": 205, "n_train_chunks": 245, "n_dev_chunks": 63, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 16.1, "flip_max_diff": 0.0, "peak_gb": 2.99} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-stablekt-csN32-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a4ebd0c4cdc59a29ad0fb9c372fa7aa77dcea1bd --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN32-s0/train_info.json.done @@ -0,0 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a/pykt/assist09/coldstart/pykt-stablekt-csN8-s4/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2fa81245e66691b4b681afd6124ffdb52c11d6e7 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.0, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5965909090909092, "n_train_users": 6, "n_train_chunks": 6, "n_dev_chunks": 2, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 9.6, "flip_max_diff": 0.0, "peak_gb": 0.52} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-stablekt-csNall-s0/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..abbe717b2f1e9f59a4d040255235f228a8a36df6 --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/assist09/coldstart/pykt-stablekt-csNall-s2/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d952b7d8941d03b5aac91facca53327d775ce01a --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 336.6, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.7557565078332965, "n_train_users": 1730, "n_train_chunks": 2164, "n_dev_chunks": 552, "batch_size": 64, "seq_len": 200, "n_val_users": 432, "score_s": 20.1, "flip_max_diff": 0.0, "peak_gb": 3.0} \ No newline at end of file diff --git a/pykt/assist09/coldstart/pykt-stablekt-csNall-s3/train_info.json.done b/pykt/assist09/coldstart/pykt-stablekt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4554c8a02e7bc81335f05cf23f5d35e079d6023c --- /dev/null +++ b/pykt/assist09/coldstart/pykt-stablekt-csNall-s3/train_info.json.done 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96247, 96250, 96253, 96254, 96256, 96283]} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fc609de9d645e7f5f5d795d55ec0fd1d70a3cb35 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 33.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.686676006087919, "n_train_users": 102, "n_train_chunks": 526, "n_dev_chunks": 126, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 42.2, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN128-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fcc2a60add58ce2283506b20e2878475dd8f7b62 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 29.1, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.676787100285477, "n_train_users": 102, "n_train_chunks": 475, "n_dev_chunks": 102, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 37.2, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN128-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..35ea23b8a228c78f0f33f3fc7572d8af79eb1260 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 31.9, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6192180117876712, "n_train_users": 102, "n_train_chunks": 492, "n_dev_chunks": 139, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 46.6, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN128-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e704774984e2cd4608ee8680ce10f8ca66b7c3dd --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.4, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6511667763351398, "n_train_users": 102, "n_train_chunks": 451, "n_dev_chunks": 126, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 43.7, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..768c86f87cae7f3bb2ec12b09341a43f18dddba4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.3, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6268495610494038, "n_train_users": 102, "n_train_chunks": 397, "n_dev_chunks": 92, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 42.5, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..80faeba3dd34e6d74be49f1ba615b9a6a70377d1 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.0, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6263143851318606, "n_train_users": 13, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 80.3, "flip_max_diff": 0.0, "peak_gb": 7.99} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN16-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..680e32fa008675979c6d059e39ac024d50d81164 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.9, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6585554626791741, "n_train_users": 13, "n_train_chunks": 54, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 36.3, "flip_max_diff": 0.0, "peak_gb": 7.7} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c7bf94a8ef60c5ec72de50f2d91dd81b49bab03f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.3, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.6242735936773594, "n_train_users": 13, "n_train_chunks": 64, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 42.8, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN16-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c2780ace72d3e642aba26ad74f623c6a35bbf542 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.9, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.5725959490337322, "n_train_users": 13, "n_train_chunks": 36, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 34.1, "flip_max_diff": 0.0, "peak_gb": 5.16} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..92d1a7c4eb1e3cc2045be57da5b6617a62b9a46f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.0, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5372422366963054, "n_train_users": 13, "n_train_chunks": 53, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 39.2, "flip_max_diff": 0.0, "peak_gb": 7.56} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a6769b47aa54a165698d14cb90e61bf92c82dd2 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 59.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6397336290312657, "n_train_users": 205, "n_train_chunks": 1017, "n_dev_chunks": 216, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 48.3, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN256-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b256039ae97c96ff852809d79bd9916325d18f5a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 62.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6408422168256671, "n_train_users": 205, "n_train_chunks": 954, "n_dev_chunks": 240, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 48.4, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN256-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f2d3bfeace64c66ec9b07dc63c83c8f861560f84 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 58.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6241910446095956, "n_train_users": 205, "n_train_chunks": 955, "n_dev_chunks": 227, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 48.0, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN256-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0d581da5b8de0df137f21fdf7e95982161959f28 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 56.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6480666505478857, "n_train_users": 205, "n_train_chunks": 910, "n_dev_chunks": 225, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 48.3, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..953118171fd9eab062e98b450556789090e767d9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 54.1, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6523345910151928, "n_train_users": 205, "n_train_chunks": 838, "n_dev_chunks": 209, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 49.8, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b1b6b9272752a00fa9a89a4397704195df8f3949 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.4, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6417292275722973, "n_train_users": 26, "n_train_chunks": 103, "n_dev_chunks": 43, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 44.8, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN32-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..38ed322f60ee31ffe2e0b005ec78199aee266d44 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.0, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6383129542701392, "n_train_users": 26, "n_train_chunks": 117, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 35.1, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6e0021c4ad8b0505d94d72ada3a7582a990da33c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.6, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6191965231538603, "n_train_users": 26, "n_train_chunks": 134, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 43.3, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN32-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..862389c9dba5f6256ebe8111ee90aceac416d5ad --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.1, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6451543466604339, "n_train_users": 26, "n_train_chunks": 91, "n_dev_chunks": 37, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 40.5, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cbcd6c8ad2b09da2941b92da2a0e1851fdd10782 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.606325111696917, "n_train_users": 26, "n_train_chunks": 118, "n_dev_chunks": 15, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 24.4, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a566640440afca818d4afaca8fb6fb2fd1296e9f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.4, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6496466435083301, "n_train_users": 51, "n_train_chunks": 263, "n_dev_chunks": 71, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 43.1, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN64-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..daab3c0a976273031496875a6a401d2ac17d284f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.7, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6396053063694198, "n_train_users": 51, "n_train_chunks": 249, "n_dev_chunks": 80, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 45.9, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..86c1bd0b9853256a0055341cf9d72209084e2a26 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6076376403678614, "n_train_users": 51, "n_train_chunks": 250, "n_dev_chunks": 54, "batch_size": 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0000000000000000000000000000000000000000..b24948022d656cdc20e5e2638518b4532c862fad --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.3, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6842407106829327, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 57, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 25.9, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..be32f50de6154ad0fab09d1d5991585ae143f49c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.8, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6118455370582887, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 10, "batch_size": 64, "seq_len": 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/dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.2, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6247123384669854, "n_train_users": 6, "n_train_chunks": 35, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 41.7, "flip_max_diff": 0.0, "peak_gb": 5.02} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN8-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9efb46c69e5beae4dff6b8bb2f7fd94d0d4ec86f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6026107133550893, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 38.3, "flip_max_diff": 0.0, "peak_gb": 3.2} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csN8-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..34d6ec68b144f69f35e53f387727a6bad4e0b618 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.3, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.5519667891656459, "n_train_users": 6, "n_train_chunks": 16, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 23.7, "flip_max_diff": 0.0, "peak_gb": 2.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b35b9bedea940f299a09532afcff2982ec0e8c36 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csNall-s0/train_info.json.done @@ -0,0 +1 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a/pykt/assist2017/coldstart/pykt-akt-csNall-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..89ed3381ef3d1eda68e88233cc618c9a912428f2 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2774.7, "epochs": 97, "best_epoch": 87, "dev_auc_pykt": 0.7664143543839915, "n_train_users": 983, "n_train_chunks": 4611, "n_dev_chunks": 1144, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 52.4, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-csNall-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..78e9324a0745f0606b5babf28679b9efc036e915 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/assist2017/coldstart/pykt-akt-ics0/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..955bcf25f174ca4ba6f170ea16c43d0ea1798642 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2731.1, "epochs": 107, "best_epoch": 97, "dev_auc_pykt": 0.753335858326416, "n_train_users": 983, "n_train_chunks": 3812, "n_dev_chunks": 901, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 3.5, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-akt-ics1/train_info.json.done b/pykt/assist2017/coldstart/pykt-akt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e61ebc674acdf26c2610ee6afd38a5cbf5b04d9a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-akt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2383.8, "epochs": 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b/pykt/assist2017/coldstart/pykt-atdkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..370d1daa94e5c400c61b9f3bbef26f3e3e59b7d5 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.1, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.622916656906105, "n_train_users": 102, "n_train_chunks": 475, "n_dev_chunks": 102, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 5.2, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN128-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2004260cce9a95c9af75ab562d71f0eb09e21fab --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.4, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.6553837984178541, "n_train_users": 102, "n_train_chunks": 492, "n_dev_chunks": 139, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 4.9, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN128-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bbd2f2ce6db7a7d11151516a7e127dc0afeaad1b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.4, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.6815727847592604, "n_train_users": 102, "n_train_chunks": 451, "n_dev_chunks": 126, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 4.5, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..78c361f43114fe3954208598b18771f1653c9f8e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.8, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.6387388045171339, "n_train_users": 102, "n_train_chunks": 397, "n_dev_chunks": 92, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 4.7, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..64b1441474400531167a6ec471d7f27ab2d83f2c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.1, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.6143943890525536, "n_train_users": 13, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 4.2, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN16-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f868c1e3c2887f417b439abafc68a88cfab22a24 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.9, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6118270332187858, "n_train_users": 13, "n_train_chunks": 54, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d392deeb65b10f5dbfeb1f84e5acc6a6dc19e847 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.1, "epochs": 48, "best_epoch": 38, "dev_auc_pykt": 0.6186463660313032, "n_train_users": 13, "n_train_chunks": 64, "n_dev_chunks": 14, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN16-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c546b9d8293d885dbb5d004f877eef699e452f72 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.9, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.5799321703818042, "n_train_users": 13, "n_train_chunks": 36, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 3.8, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8e2e5bbda06e88cb0cd29ac580c82da1289294f0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.4, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5517891408340315, "n_train_users": 13, "n_train_chunks": 53, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 3.5, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1cc0ee3a4025d3d51232316b70a048f1b2996387 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.1, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.692401344239152, "n_train_users": 205, "n_train_chunks": 1017, "n_dev_chunks": 216, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 3.6, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN256-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ac20f1ad184768c998ae7a29d2a10ae8cc0ca770 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.0, "epochs": 41, "best_epoch": 31, "dev_auc_pykt": 0.6825832616478704, "n_train_users": 205, "n_train_chunks": 954, "n_dev_chunks": 240, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 5.5, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN256-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2d7366e70b6f45d0c84d4b470ba3d8e644bb0aab --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.7, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.6678788366317149, "n_train_users": 205, "n_train_chunks": 955, "n_dev_chunks": 227, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 4.7, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN256-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3eb00a12c604a4cc611a640b09c7409f18040c29 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.7, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.685476419944554, "n_train_users": 205, "n_train_chunks": 910, "n_dev_chunks": 225, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 4.8, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2089b5d2eccccac661152772ceed0c26ddcb9ec7 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.7, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.6849761726974345, "n_train_users": 205, "n_train_chunks": 838, "n_dev_chunks": 209, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 3.8, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7d973e33b855624cb5e68cecab67d5b24904cd42 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.8, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6043230689307433, "n_train_users": 26, "n_train_chunks": 103, "n_dev_chunks": 43, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 3.7, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN32-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6f45d953d4458ddde111d432702377a6137ab79e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.9, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.6045852892186554, "n_train_users": 26, "n_train_chunks": 117, "n_dev_chunks": 30, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 5.1, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7fdb8dcfa203e39117ffe50aba275116e1d99f21 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.9, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.594010121918474, "n_train_users": 26, "n_train_chunks": 134, "n_dev_chunks": 28, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN32-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1b800048fcb54f62724569c9caed69d3b25b204a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.0, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.5854474867324773, "n_train_users": 26, "n_train_chunks": 91, "n_dev_chunks": 37, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 4.7, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7d2abc7780c44f2f27305ad819e008bc64b7de9b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.0, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.5929095354523228, "n_train_users": 26, "n_train_chunks": 118, "n_dev_chunks": 15, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 3.7, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6d5c6ecfddb3ada50129e9c59629a369759c986d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.3, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.613520541173762, "n_train_users": 51, "n_train_chunks": 263, "n_dev_chunks": 71, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 3.6, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN64-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1c927ed027ad8481bd558f10209d38518234a0cf --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.5, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.6201681572959241, "n_train_users": 51, "n_train_chunks": 249, "n_dev_chunks": 80, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 4.4, "flip_max_diff": 0.0, "peak_gb": 1.04} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fc650128702b4608cf1c2fca144e69b3df2eb964 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.2, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.5882378565913278, "n_train_users": 51, "n_train_chunks": 250, "n_dev_chunks": 54, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 7.4, "flip_max_diff": 0.0, "peak_gb": 1.04} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN64-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..87546369cde4439b8ac9e8b7755ff9a341e84d2b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.8, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6336969461763368, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 48, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 3.9, "flip_max_diff": 0.0, "peak_gb": 0.83} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN64-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3e263df58eefeb7e973d7b91c3ea18f310286631 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.0, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6381431837618026, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 57, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 4.5, "flip_max_diff": 0.0, "peak_gb": 0.83} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4f621e3931b4f65e856a4c52d00c6a2810826609 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.3, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.5742134521662667, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 10, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 3.8, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN8-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dade08a2ce61f591b6d8275aacc088cd85852fa4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.2, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 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b/pykt/assist2017/coldstart/pykt-atdkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..29dafd6ab63e146a6b9300d7455140146f976007 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.1, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.5508927795907732, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 3.9, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csN8-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a7aad203c2002f6acf2fc0b423a4d54f15fbc33 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.2, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.5357152579284061, "n_train_users": 6, "n_train_chunks": 16, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 4.2, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fac2a9affad4a06ff9539dc472e54f39cfc83732 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 42.2, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7190416096477442, "n_train_users": 983, "n_train_chunks": 4659, "n_dev_chunks": 1096, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csNall-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..31cbf95bffc4f6a9522e1324c916f36506c9f1d7 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 54.3, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.7355065230590349, "n_train_users": 983, "n_train_chunks": 4602, "n_dev_chunks": 1153, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 5.5, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csNall-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f3120a7fc5fe3ea8dc167d5b7e7a1bdc5a56a70c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 55.2, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7290070513228141, "n_train_users": 983, "n_train_chunks": 4611, "n_dev_chunks": 1144, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 5.4, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csNall-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a894ca3a89636b306ad790e53fdb218f9540afa1 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 49.0, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.7289451687074665, "n_train_users": 983, "n_train_chunks": 4576, "n_dev_chunks": 1179, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 4.9, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ee6f7f30db5d12f589c1ed38ea24108546784748 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 51.8, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.7208351240185913, "n_train_users": 983, "n_train_chunks": 4613, "n_dev_chunks": 1142, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 4.8, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atdkt-ics0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atdkt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3217db8ed06cd16a65c493c920cc34e76410d7e3 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atdkt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 39.9, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.713684268466959, "n_train_users": 983, "n_train_chunks": 3812, "n_dev_chunks": 901, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 0.3, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7f613f19cff5088c765b4346a1f03bcf6cdb3e95 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 60.9, "epochs": 80, "best_epoch": 70, "dev_auc_pykt": 0.6402331246525981, "n_train_users": 102, "n_train_chunks": 526, "n_dev_chunks": 126, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 2.9, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN128-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b2c834bdd1c17f2c6ea0198076e64d626378317f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 59.6, "epochs": 91, "best_epoch": 81, "dev_auc_pykt": 0.6442017090353129, "n_train_users": 102, "n_train_chunks": 475, "n_dev_chunks": 102, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 4.3, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN128-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a4bfd5dba217aa9e208d196a9c0ef61357ae46a0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 174.7, "epochs": 127, "best_epoch": 117, "dev_auc_pykt": 0.5937866055513115, "n_train_users": 102, "n_train_chunks": 492, "n_dev_chunks": 139, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 2.9, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN128-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0047f02d35bcb279fe4f0795a42fc8d94786f2f3 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 41.9, "epochs": 118, "best_epoch": 108, "dev_auc_pykt": 0.6297662761324514, "n_train_users": 102, "n_train_chunks": 451, "n_dev_chunks": 126, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 4.8, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..19c7b78843b4ed20762a49557df9a71ad5ec0abd --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 29.3, "epochs": 74, "best_epoch": 64, "dev_auc_pykt": 0.5976166210998026, "n_train_users": 102, "n_train_chunks": 397, "n_dev_chunks": 92, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 3.6, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ecbe7a21c2ddc775922ed2aa13b492578386be0c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.9, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.5085247847702855, "n_train_users": 13, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN16-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b8874289f0674c2d07884bb1e05b9441452a309a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.9, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.577888455465775, "n_train_users": 13, "n_train_chunks": 54, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 3.5, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..79d498f578f902d4c224720be9f18313f723553d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.2, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.5493859445219278, "n_train_users": 13, "n_train_chunks": 64, "n_dev_chunks": 14, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 4.7, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN16-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b3d16defbff9f6b6ec7a42aa9b8ee70c1ee89ae0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.49323363596629544, "n_train_users": 13, "n_train_chunks": 36, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 3.1, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6c8144214790185f2438d58e2dba34117ee91d63 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.9, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.5448636523337207, "n_train_users": 13, "n_train_chunks": 53, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 2.8, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8eecc929e4249f066873d0da591ba8130f69992e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 42.6, "epochs": 56, "best_epoch": 46, "dev_auc_pykt": 0.6324742038522998, "n_train_users": 205, "n_train_chunks": 1017, "n_dev_chunks": 216, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 2.8, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN256-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..95f5a3d044b9e26df145f30267a96d7e30af8d70 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 56.9, "epochs": 56, "best_epoch": 46, "dev_auc_pykt": 0.6262867696160865, "n_train_users": 205, "n_train_chunks": 954, "n_dev_chunks": 240, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 3.9, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN256-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..925a40abc9c92711279dfaffae0f23df27c826de --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 62.1, "epochs": 63, "best_epoch": 53, "dev_auc_pykt": 0.6087405917860793, "n_train_users": 205, "n_train_chunks": 955, "n_dev_chunks": 227, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 3.8, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN256-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2915abb50390ec81e12efbb617ef6e5318557a5a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 51.7, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.6314583411915766, "n_train_users": 205, "n_train_chunks": 910, "n_dev_chunks": 225, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 3.7, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..24d8e096e43b4de678b005d0384d3635838be039 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 39.8, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.6563227453630698, "n_train_users": 205, "n_train_chunks": 838, "n_dev_chunks": 209, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 3.3, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2d9449ce14aa7e18349101e363a59ae1d376297a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.0, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5259944382760693, "n_train_users": 26, "n_train_chunks": 103, "n_dev_chunks": 43, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 2.8, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN32-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2339eb6a623f11d6a16e00cd21b0b8b7e9b928dc --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.1, "epochs": 102, "best_epoch": 92, "dev_auc_pykt": 0.5867021880678377, "n_train_users": 26, "n_train_chunks": 117, "n_dev_chunks": 30, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 4.7, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9ae8d6a5132eb49cfae5e0600deb61d5d35055c5 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.2, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.522491641543145, "n_train_users": 26, "n_train_chunks": 134, "n_dev_chunks": 28, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 3.3, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN32-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f64250abb4795b3e0bfc297f6c9a2a36e44ec473 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.7, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5332384098220915, "n_train_users": 26, "n_train_chunks": 91, "n_dev_chunks": 37, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 3.6, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dfcb5ad306a3d4ce237d3205c1557c4ce7149b7e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.7, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5569514904868472, "n_train_users": 26, "n_train_chunks": 118, "n_dev_chunks": 15, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 2.8, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..14c5a336623266e117e80a823227d398ec55fbcf --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.2, "epochs": 84, "best_epoch": 74, "dev_auc_pykt": 0.5994860474407329, "n_train_users": 51, "n_train_chunks": 263, "n_dev_chunks": 71, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 2.9, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN64-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..64cdfa39ea020a05ae865ae5e589236814eb2779 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.9, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.5669589883636901, "n_train_users": 51, "n_train_chunks": 249, "n_dev_chunks": 80, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 3.7, "flip_max_diff": 0.0, "peak_gb": 1.42} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1ddf13b38b690012916919afb07ce6ff06de2302 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 55.2, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.5423997990457066, "n_train_users": 51, "n_train_chunks": 250, "n_dev_chunks": 54, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 5.8, "flip_max_diff": 0.0, "peak_gb": 1.43} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN64-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..843af60eb53849e7e011f513cf2f0db9d7cf6c65 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.4, "epochs": 80, "best_epoch": 70, "dev_auc_pykt": 0.6007654851468741, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 48, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 3.3, "flip_max_diff": 0.0, "peak_gb": 1.14} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN64-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3be44c31cb3aaca958af72eedf0488b65a343157 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.8, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.5492495244079096, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 57, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 3.7, "flip_max_diff": 0.0, "peak_gb": 1.14} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c1f2239bc205d90ac075fbcb9750bc34639f60fe --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.5, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.560934169933082, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 10, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 2.9, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN8-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8c47206f32b15cc1bee203b6e263fb6d4c9d9261 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.2, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.4885461760461761, "n_train_users": 6, "n_train_chunks": 30, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 3.2, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN8-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5a59ba335a1e0ffe36c0b520342a23271fa75905 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5597956654780871, "n_train_users": 6, "n_train_chunks": 35, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 3.5, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN8-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0a258f0afaa70ba26826d316845ff6a6ef1cb1e4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.6, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.5314985544291546, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 3.0, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csN8-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3912fe8ce53da1aaf8c19c435b3096ad23c1f0d5 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.0, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.5192595617258745, "n_train_users": 6, "n_train_chunks": 16, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 3.4, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5484be4e5c717ad241e1cd66b80794c3d7d8774b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 83.1, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6215469431537993, "n_train_users": 983, "n_train_chunks": 4659, "n_dev_chunks": 1096, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 3.1, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csNall-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1718e3bdf4686d7ccd6b1b11fdba2108d72e7bd6 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 96.3, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6412454487705832, "n_train_users": 983, "n_train_chunks": 4602, "n_dev_chunks": 1153, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 3.9, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csNall-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6f00089957d5b8adf514d84ff2a71ecb5eec8980 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 105.7, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6463531442585624, "n_train_users": 983, "n_train_chunks": 4611, "n_dev_chunks": 1144, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 3.9, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csNall-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cb1b5c50dc4c08979c3176a01c8335f5b8aa6538 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 97.8, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.63954564704512, "n_train_users": 983, "n_train_chunks": 4576, "n_dev_chunks": 1179, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ec55867675a87b9221f0205f444b10cffa1efc98 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 80.7, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.630185358681179, "n_train_users": 983, "n_train_chunks": 4613, "n_dev_chunks": 1142, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 3.5, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-atktfix-ics0/train_info.json.done b/pykt/assist2017/coldstart/pykt-atktfix-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ba9d9e416af3a715b0c4dc2557c1b1ebd458a283 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-atktfix-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 109.6, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6246586288819689, "n_train_users": 983, "n_train_chunks": 3812, "n_dev_chunks": 901, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 0.2, "flip_max_diff": 0.0, "peak_gb": 1.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-deep_irt-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-deep_irt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f134499cb0f916442805798e57dbf8662bac955f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-deep_irt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 933.5, "epochs": 84, "best_epoch": 74, "dev_auc_pykt": 0.7108555289414665, "n_train_users": 983, "n_train_chunks": 4613, "n_dev_chunks": 1142, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 22.0, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-deep_irt-ics0/train_info.json.done b/pykt/assist2017/coldstart/pykt-deep_irt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..580da28caf668f5baa394fde64897a7b6023ad6f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-deep_irt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 70.9, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6614663216746056, "n_train_users": 983, "n_train_chunks": 3812, "n_dev_chunks": 901, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 0.5, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-deep_irt-ics1/train_info.json.done b/pykt/assist2017/coldstart/pykt-deep_irt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..71070cd952e99ae42713c9a0a48efad33ae20aa0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-deep_irt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 99.3, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6782004140309941, "n_train_users": 983, "n_train_chunks": 3759, "n_dev_chunks": 950, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 0.5, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-deep_irt-ics2/train_info.json.done b/pykt/assist2017/coldstart/pykt-deep_irt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..329f7854cb0fccd2420121dcf63dd5b5d06e888b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-deep_irt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 71.4, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.675255221825015, "n_train_users": 983, "n_train_chunks": 3797, "n_dev_chunks": 935, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 0.8, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b977ff5e9ba10932b66dea1dd629d903f79a05c1 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 178.3, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.7175814492769249, "n_train_users": 102, "n_train_chunks": 526, "n_dev_chunks": 126, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 45.9, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN128-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6f209c3e0b250f59007dfbf78f99457b5123a97b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 249.4, "epochs": 42, "best_epoch": 32, 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b/pykt/assist2017/coldstart/pykt-dimkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3de8c0762ab09d899406993a876a6299ab2f0985 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 232.9, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.710580677943879, "n_train_users": 102, "n_train_chunks": 451, "n_dev_chunks": 126, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 49.4, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..caea2b6477b6a08747d814d7f19b4abd274e5cf2 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 194.4, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.6795405799938021, "n_train_users": 102, "n_train_chunks": 397, "n_dev_chunks": 92, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 45.9, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7085a503ff231eb45ac8a82eb53b73b3580f0b23 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 28.5, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.60915046204279, "n_train_users": 13, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 46.4, "flip_max_diff": 0.0, "peak_gb": 0.23} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN16-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a9eb78edd568058cf07f17245da4392b8105527 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.3, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6089594749388564, "n_train_users": 13, "n_train_chunks": 54, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 48.3, "flip_max_diff": 0.0, "peak_gb": 0.22} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2c9aeddb45a32a9e072605ca50dadda919e8243c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.5, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6154695490469548, "n_train_users": 13, "n_train_chunks": 64, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 48.8, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN16-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1b7d65515e951bd5ad55da74e2f471481b2ff5d4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.5647230659430031, "n_train_users": 13, "n_train_chunks": 36, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 53.0, "flip_max_diff": 0.0, "peak_gb": 0.15} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..548fe6cf657635385e22681e80c7219a50e4c515 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.8, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.5448906786303073, "n_train_users": 13, "n_train_chunks": 53, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 46.9, "flip_max_diff": 0.0, "peak_gb": 0.21} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..152674e36643a012cac6286eb1ca3540c245c94d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 268.5, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.729790082471228, "n_train_users": 205, "n_train_chunks": 1017, "n_dev_chunks": 216, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 45.9, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN256-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..61d7e60f85e2f0c673d0bb02ae071ce312f20ec0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 298.3, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.723125103219886, "n_train_users": 205, "n_train_chunks": 954, "n_dev_chunks": 240, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 55.2, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN256-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ec09d40b62cccf148794884b68e134fed7d18e95 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 240.8, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.7106968447835069, "n_train_users": 205, "n_train_chunks": 955, "n_dev_chunks": 227, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 48.9, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN256-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..60a62bb32855638e4515e8f67c343f63e7de8be5 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 321.7, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.7239405501485944, "n_train_users": 205, "n_train_chunks": 910, "n_dev_chunks": 225, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 48.8, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..65abac389ba551312f76bd65c822439d448b75c5 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 213.8, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.7245086667337701, "n_train_users": 205, "n_train_chunks": 838, "n_dev_chunks": 209, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 46.9, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b62087a620c7b714f2b0f3fd5f835f181564610d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.2, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5893532713326746, "n_train_users": 26, "n_train_chunks": 103, "n_dev_chunks": 43, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 45.9, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN32-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8300f8d90bc867dd99ee5eca73d74468efad68da --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.8, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.596814430648092, "n_train_users": 26, "n_train_chunks": 117, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 58.2, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..20ff2aae13e10b6c99676144ee7ce4c17d0414c6 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.7, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.5775792821300668, "n_train_users": 26, "n_train_chunks": 134, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 47.8, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN32-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d3850c35242ff17c3d8085f4acd7f6bf3e35bdd0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.6, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5929903827645943, "n_train_users": 26, "n_train_chunks": 91, "n_dev_chunks": 37, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 48.3, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a93d698758d97eb6e72fedddb473827dc6f75893 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.7, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.586972276865, "n_train_users": 26, "n_train_chunks": 118, "n_dev_chunks": 15, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 45.8, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..55ae2d8ff02cfa03faeb1f435fbfd04840a14920 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 136.0, "epochs": 49, "best_epoch": 39, "dev_auc_pykt": 0.6801867564108641, "n_train_users": 51, "n_train_chunks": 263, "n_dev_chunks": 71, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 46.2, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN64-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b290cc7919984417514f9b78fc17891d15b78e79 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 111.9, "epochs": 41, "best_epoch": 31, "dev_auc_pykt": 0.6504570354418733, "n_train_users": 51, "n_train_chunks": 249, "n_dev_chunks": 80, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 54.9, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e5b99fc53f4d2f30db2dbaf6783a8c83919399a6 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 93.7, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.6394412320965203, "n_train_users": 51, "n_train_chunks": 250, "n_dev_chunks": 54, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 52.0, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN64-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..acb30ee8697de2c251b65d1a48c5c2ef4189905f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 27.6, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6276771053695145, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 48, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 50.3, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN64-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6d18e5c2ff0cdcfb6815ae1675a9394ed07a957d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 135.1, "epochs": 61, "best_epoch": 51, "dev_auc_pykt": 0.6742065029582702, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 57, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 47.2, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7ad1d2c53281dcc3d3bcf8c9c10f62163122e496 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.5, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.5969044815714563, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 10, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 47.0, "flip_max_diff": 0.0, "peak_gb": 0.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN8-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..470b402bb9f46bf0f901ef04efafc9bd40b10243 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 42.3, "epochs": 59, "best_epoch": 49, "dev_auc_pykt": 0.5476791726791727, "n_train_users": 6, "n_train_chunks": 30, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 48.0, "flip_max_diff": 0.0, "peak_gb": 0.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN8-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..43049e705769c252b07a2d91c6ef666d0b2c8671 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.5, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.5693295905722885, "n_train_users": 6, "n_train_chunks": 35, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 53.5, "flip_max_diff": 0.0, "peak_gb": 0.14} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN8-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..336c213be00f0728d07c842b1f3f589192bc32aa --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.0, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.578029804816915, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 49.6, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csN8-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..296458ba8f5afcb39308c9950779fed3348e43a7 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.0, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.5527834490268138, "n_train_users": 6, "n_train_chunks": 16, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 50.4, "flip_max_diff": 0.0, "peak_gb": 0.1} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e67383e2ee71b4fb2fb203661c0f428ee10fd931 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3639.9, "epochs": 94, "best_epoch": 84, "dev_auc_pykt": 0.7802341622130089, "n_train_users": 983, "n_train_chunks": 4659, "n_dev_chunks": 1096, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 47.8, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csNall-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..79e431dd99360ecbddc285511348cad0fb95ac40 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4091.8, "epochs": 100, "best_epoch": 90, "dev_auc_pykt": 0.7875081285794636, "n_train_users": 983, "n_train_chunks": 4602, "n_dev_chunks": 1153, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 52.2, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csNall-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3fff7a1d08b0f13ffd2dc1f8d5ccb73ea7fcf88e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4813.5, "epochs": 115, "best_epoch": 105, "dev_auc_pykt": 0.7871799757051273, "n_train_users": 983, "n_train_chunks": 4611, "n_dev_chunks": 1144, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 51.9, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csNall-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4a4f07a334697f5cc2725599d23920ec3aaf111b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4342.0, "epochs": 100, "best_epoch": 90, "dev_auc_pykt": 0.7811910672904664, "n_train_users": 983, "n_train_chunks": 4576, "n_dev_chunks": 1179, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 56.3, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dimkt-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dimkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ad87c1c6850f152b7c324250ecfd554d7556deb6 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dimkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4353.1, "epochs": 107, "best_epoch": 97, "dev_auc_pykt": 0.7821733743944046, "n_train_users": 983, "n_train_chunks": 4613, "n_dev_chunks": 1142, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 52.6, "flip_max_diff": 0.0, "peak_gb": 0.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dkvmn-ics0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dkvmn-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..73f0218a0f97ba53dfa7006a79824c3e7b583625 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dkvmn-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 83.3, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6623794990886942, "n_train_users": 983, "n_train_chunks": 3812, "n_dev_chunks": 901, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 0.7, "flip_max_diff": 0.0, "peak_gb": 2.69} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dkvmn-ics1/train_info.json.done b/pykt/assist2017/coldstart/pykt-dkvmn-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fb175e657b13ab64f951a7cf39b5323d2b66b5f8 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dkvmn-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 85.2, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6811154147951406, "n_train_users": 983, "n_train_chunks": 3759, "n_dev_chunks": 950, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 1.0, "flip_max_diff": 0.0, "peak_gb": 2.63} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dkvmn-ics2/train_info.json.done b/pykt/assist2017/coldstart/pykt-dkvmn-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6614375544e236d08963188387d72a3de0efeae1 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dkvmn-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 78.0, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6818276738406519, "n_train_users": 983, "n_train_chunks": 3797, "n_dev_chunks": 935, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 0.7, "flip_max_diff": 0.0, "peak_gb": 2.63} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1595dd79fbba82e4df2075b34259c3f5e1a10d34 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 196.3, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7211516403359975, "n_train_users": 102, "n_train_chunks": 526, "n_dev_chunks": 126, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 61.0, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN128-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..55207e9d09609fe1b843d071b92c7a5893b83d55 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 100.9, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6589415543480008, "n_train_users": 102, "n_train_chunks": 451, "n_dev_chunks": 126, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 38.0, "flip_max_diff": 0.0, "peak_gb": 15.18} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6777556ad88deed497c74f8bb072ea20b98745a9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 88.0, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6398856215646458, "n_train_users": 102, "n_train_chunks": 397, "n_dev_chunks": 92, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 37.1, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ec0c2d3118a3e526ab9c2e845499b730e1042da8 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 26.9, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.590047974036299, "n_train_users": 13, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 58.1, "flip_max_diff": 0.0, "peak_gb": 15.15} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9f64fb87da66d4e3b6b28cd2819e187a096e6253 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.3, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.5515651634898497, "n_train_users": 13, "n_train_chunks": 64, "n_dev_chunks": 14, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 47.5, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a70093da7f19c193bc6c458bce10af93a03f7cf4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.5, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5323639901624281, "n_train_users": 13, "n_train_chunks": 53, "n_dev_chunks": 9, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 44.8, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d7021d196cef74d0ee5826fbdccf7c502a8e46c2 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 883.2, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.7185948451810855, "n_train_users": 205, "n_train_chunks": 1017, "n_dev_chunks": 216, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 58.7, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN256-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e8e6d8b06d17a20277c155f79c67034201c0c896 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 478.5, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.7113543071445556, "n_train_users": 205, "n_train_chunks": 910, "n_dev_chunks": 225, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 37.8, "flip_max_diff": 0.0, "peak_gb": 15.18} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8396828e3d0006bde3ada5f1ade345d3302bad99 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 695.7, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.72470365898419, "n_train_users": 205, "n_train_chunks": 838, "n_dev_chunks": 209, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 55.4, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5a7a82056375ac456f3a65d7d68c0824c2a14686 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 51.9, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6140479367634026, "n_train_users": 26, "n_train_chunks": 103, "n_dev_chunks": 43, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 66.7, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..acaabbe0eea04b1e5fecdc1d6ddeef887c22e121 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 57.7, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6422795729624456, "n_train_users": 26, "n_train_chunks": 134, "n_dev_chunks": 28, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 61.6, "flip_max_diff": 0.0, "peak_gb": 9.35} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..454002b01ecab898ddb6d3bd94b79adc3905be8f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 31.0, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.5577996702850362, "n_train_users": 26, "n_train_chunks": 118, "n_dev_chunks": 15, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 50.6, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d9f22f0db8acf02ec6dfb7625743a9fc4d17481a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 133.0, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6627541266305071, "n_train_users": 51, "n_train_chunks": 263, "n_dev_chunks": 71, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 82.8, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a45946613f2a9179e678ab16d195c3668524a789 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 112.3, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6367263132461872, "n_train_users": 51, "n_train_chunks": 250, "n_dev_chunks": 54, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 60.7, "flip_max_diff": 0.0, "peak_gb": 15.18} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b46c10c374e5c54f9a069b3deded43b734ac3a3d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 59.1, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.68462956175716, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 57, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 36.9, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a5ee624b9288d5f44425717a96f0c80b7c5c74e9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.6, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5572678361178591, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 10, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 57.9, "flip_max_diff": 0.0, "peak_gb": 13.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8bc86d82d5a56aac33196e792d4f30b28b81f042 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.9, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5941127380320158, "n_train_users": 6, "n_train_chunks": 35, "n_dev_chunks": 7, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 49.6, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..08bae60ca54f54e9f92307b365e1c6a9e393ff24 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.1, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.5126582278481012, "n_train_users": 6, "n_train_chunks": 16, "n_dev_chunks": 7, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 43.8, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7782a0312fa1cb44b6472ae601ef3b151202ca49 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4204.9, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.7526155967862137, "n_train_users": 983, "n_train_chunks": 4659, "n_dev_chunks": 1096, "batch_size": 32, "seq_len": 200, "n_val_users": 246, "score_s": 68.0, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csNall-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b169e9bb957327146b5ef617b9b1225dd98231fe --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4709.1, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.7654113825193052, "n_train_users": 983, "n_train_chunks": 4602, "n_dev_chunks": 1153, "batch_size": 16, "seq_len": 200, "n_val_users": 246, "score_s": 78.8, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9b63584e4d0c7a209c9f224f64b281ae76f2097d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3853.1, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.7593159568713808, "n_train_users": 983, "n_train_chunks": 4613, "n_dev_chunks": 1142, "batch_size": 16, "seq_len": 200, "n_val_users": 246, "score_s": 53.1, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-ics1/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7c03623673b1f58d09a788d6ddc297fc756ae39e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3429.8, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.761635828753024, "n_train_users": 983, "n_train_chunks": 3759, "n_dev_chunks": 950, "batch_size": 32, "seq_len": 200, "n_val_users": 246, "score_s": 3.6, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-dtransformer-ics2/train_info.json.done b/pykt/assist2017/coldstart/pykt-dtransformer-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4423175a62b1977bbdcc3c2c308378668e8d083b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-dtransformer-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3581.3, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.7616315932676424, "n_train_users": 983, "n_train_chunks": 3797, "n_dev_chunks": 935, "batch_size": 32, "seq_len": 200, "n_val_users": 246, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..43e7d3ee61015e336aa10283909397b22a727e21 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.7, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.698706594227378, "n_train_users": 102, "n_train_chunks": 526, "n_dev_chunks": 126, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 18.0, "flip_max_diff": 0.0, "peak_gb": 11.23} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN128-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..46e3e64d4c30401af8fe4960531719e103ee3c69 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.0, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6990239535897004, "n_train_users": 102, "n_train_chunks": 475, "n_dev_chunks": 102, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 16.3, "flip_max_diff": 0.0, "peak_gb": 11.23} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN128-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b8f74a3723bae2c817a33281b5cc45b5330b3458 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.1, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.635345047109753, "n_train_users": 102, "n_train_chunks": 492, "n_dev_chunks": 139, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 16.5, "flip_max_diff": 0.0, "peak_gb": 11.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN128-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0ff4c30da1ce83fd7a7b3dad958191d2b34d4a39 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.9, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6675286420697912, "n_train_users": 102, "n_train_chunks": 451, "n_dev_chunks": 126, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 14.5, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1fb28d0885d23ec4c00ce04c1ebf61ab55dcf354 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.7, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6518062750770661, "n_train_users": 102, "n_train_chunks": 397, "n_dev_chunks": 92, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 17.1, "flip_max_diff": 0.0, "peak_gb": 11.23} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e46827b4ee310bbd6c1e2bc426af396b306d7a01 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.0, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6469905957819877, "n_train_users": 13, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 30.2, "flip_max_diff": 0.0, "peak_gb": 2.67} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN16-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..26f97637c19be0d54482c6288a57ff49f508c30b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.3, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6530060988823875, "n_train_users": 13, "n_train_chunks": 54, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 14.7, "flip_max_diff": 0.0, "peak_gb": 2.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4409f642c61b014610fd64d72af0a101a7c67b20 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.2, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.6443224081822408, "n_train_users": 13, "n_train_chunks": 64, "n_dev_chunks": 14, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 16.4, "flip_max_diff": 0.0, "peak_gb": 3.03} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN16-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d67d52e1136181c6515b4b1c9d8f7417e4ca80f9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.9, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5773761113600779, "n_train_users": 13, "n_train_chunks": 36, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 16.2, "flip_max_diff": 0.0, "peak_gb": 1.83} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5bc899a62df9ae731c7164c4c9cbd750dc7832bb --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.8, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.5534580146482527, "n_train_users": 13, "n_train_chunks": 53, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 13.0, "flip_max_diff": 0.0, "peak_gb": 2.55} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e731b11c43c4ee6c803edc7e2731a2da0f1e98db --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 28.5, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6658307920089737, "n_train_users": 205, "n_train_chunks": 1017, "n_dev_chunks": 216, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 18.2, "flip_max_diff": 0.0, "peak_gb": 11.23} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN256-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7a63c1d475026da14990b883a6c1b9eda327964a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.4, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6638321636276339, "n_train_users": 205, "n_train_chunks": 954, "n_dev_chunks": 240, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 19.4, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN256-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..78bf132e66700a85ff4c30c9cb5b5805b279e307 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 29.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6338845440064769, "n_train_users": 205, "n_train_chunks": 955, "n_dev_chunks": 227, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 18.9, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN256-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3f9f03ff4fe72582958731cda0e4cbb831c82ccc --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 29.6, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6706740153185289, "n_train_users": 205, "n_train_chunks": 910, "n_dev_chunks": 225, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 19.0, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..22de4d76d59896b38e3b18e7cbaca5fd854259f9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 26.7, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6810200450096823, "n_train_users": 205, "n_train_chunks": 838, "n_dev_chunks": 209, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 19.9, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8f26a99d32864980e5a363119fd87e8978d3ad09 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.7, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6688044330810524, "n_train_users": 26, "n_train_chunks": 103, "n_dev_chunks": 43, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 14.8, "flip_max_diff": 0.0, "peak_gb": 4.67} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN32-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2ed0e9a91b0d008809321f8d468eb56771b43f5c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.5, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6776574803149606, "n_train_users": 26, "n_train_chunks": 117, "n_dev_chunks": 30, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 15.1, "flip_max_diff": 0.0, "peak_gb": 5.3} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cb2c0d6f891e565f9f6069509bd6a5e44bc3852c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.5, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6295053810221393, "n_train_users": 26, "n_train_chunks": 134, "n_dev_chunks": 28, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 14.8, "flip_max_diff": 0.0, "peak_gb": 6.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN32-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..db49bf24d60850a595f0d5bf7aa5842f4e8e6318 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.0, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6604519550691561, "n_train_users": 26, "n_train_chunks": 91, "n_dev_chunks": 37, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 16.9, "flip_max_diff": 0.0, "peak_gb": 4.16} \ No newline at end of file