diff --git a/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..23138d105a82b883a4fcb26f45dc96eb6bd822fc --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.6, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6935763888888888, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 66.7, "flip_max_diff": 0.0, "peak_gb": 0.11} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4e19dfec32d4ae7bf6ca9002a8f8a0fa11ccee6f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.1, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5795765586618318, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 68.1, "flip_max_diff": 0.0, "peak_gb": 0.11} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c0ae238951652b240e05a7ed6dbe52cd92dc1cde --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.2, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.605284421460892, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 68.0, "flip_max_diff": 0.0, "peak_gb": 0.11} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..91ae06aa2adf2e1fa16511003a0d1148e5f22129 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.7, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6341399460593347, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 5, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 70.5, "flip_max_diff": 0.0, "peak_gb": 0.11} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3233f4370dda5985b4c700b8700503978d611ff8 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dimkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.4, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6553442028985507, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 65.5, "flip_max_diff": 0.0, "peak_gb": 0.11} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..09b1a7970b626945c04e00b5705ced1db84fca46 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 905.8, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7991163482555189, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 68.7, "flip_max_diff": 0.0, "peak_gb": 0.27} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..81b6fb4bd1672aff3553f67b81f1a9520bd07e6d --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2302.0, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.8058500125154844, "n_train_users": 2880, "n_train_chunks": 6628, "n_dev_chunks": 1671, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 67.8, "flip_max_diff": 0.0, "peak_gb": 0.27} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a8d1ec042bc8b5b92796811deb3d1c5ccfa67848 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4372.6, "epochs": 76, "best_epoch": 66, "dev_auc_pykt": 0.8063628226617127, "n_train_users": 2880, "n_train_chunks": 6641, "n_dev_chunks": 1658, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 70.2, "flip_max_diff": 0.0, "peak_gb": 0.27} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a2d77dcc5a44860a32a7e93a1c596cef59c37e42 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1021.1, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.8018750659591951, "n_train_users": 2880, "n_train_chunks": 6659, "n_dev_chunks": 1640, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 70.5, "flip_max_diff": 0.0, "peak_gb": 0.27} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b92f63db2e050b74cd470a5f7cae67b8c44edd7f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dimkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1207.5, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.8041732779127048, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 74.2, "flip_max_diff": 0.0, "peak_gb": 0.27} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dkvmn-csNall-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dkvmn-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..55c1cf3c37ca4e9bd468cbd4557cadf76d1b5e3c --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dkvmn-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 559.5, "epochs": 49, "best_epoch": 39, "dev_auc_pykt": 0.7600249811400875, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 15.0, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dkvmn-ics0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dkvmn-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7d8a6a61ad4e88ceb85f2be860bc72b30ed4a0ff --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dkvmn-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 558.5, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.7480073942798064, "n_train_users": 2880, "n_train_chunks": 5697, "n_dev_chunks": 1438, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 0.9, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dkvmn-ics1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dkvmn-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..443ae163fd0fa41b50895e1cc21fbd88f52498bb --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dkvmn-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 562.5, "epochs": 55, "best_epoch": 45, "dev_auc_pykt": 0.7613032195368468, "n_train_users": 2880, "n_train_chunks": 5561, "n_dev_chunks": 1423, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 1.8, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dkvmn-ics2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dkvmn-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..36a57aa46d038407db395adb21bcc154cb2e31da --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dkvmn-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 610.6, "epochs": 58, "best_epoch": 48, "dev_auc_pykt": 0.7537624276582386, "n_train_users": 2880, "n_train_chunks": 5705, "n_dev_chunks": 1412, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 0.6, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..375f4566da6908f1176098a6bf902af333ab3033 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 199.7, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.7062171702977206, "n_train_users": 102, "n_train_chunks": 232, "n_dev_chunks": 61, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 92.6, "flip_max_diff": 0.0, "peak_gb": 15.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f7129bf791d887d2a04868a2aff338718eda5f24 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 115.7, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.7252911814232894, "n_train_users": 102, "n_train_chunks": 244, "n_dev_chunks": 59, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 70.5, "flip_max_diff": 0.0, "peak_gb": 15.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..995fe6afa0bbdc5fd283c8ef67dcc266db3ee647 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.5, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6942652329749103, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 7, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 88.2, "flip_max_diff": 0.0, "peak_gb": 13.74} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN16-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6edb8be66f4d262998f12d9a34fb2517932c09cb --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.1, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5468869689142246, "n_train_users": 13, "n_train_chunks": 31, "n_dev_chunks": 6, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 69.7, "flip_max_diff": 0.0, "peak_gb": 14.66} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN16-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..197c58555afd39c0acce1022841e362c6f187723 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.3, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6242699647084543, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 8, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 70.2, "flip_max_diff": 0.0, "peak_gb": 13.72} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f31d93f4b402d45e754bdab563dfaaa87d134a96 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 229.0, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7189051960670623, "n_train_users": 205, "n_train_chunks": 475, "n_dev_chunks": 118, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 101.2, "flip_max_diff": 0.0, "peak_gb": 15.16} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN256-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..76f39e8d2622b7c2f776d0aa06c2d48cd8d95dd9 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 200.9, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7513989775467205, "n_train_users": 205, "n_train_chunks": 474, "n_dev_chunks": 116, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 83.3, "flip_max_diff": 0.0, "peak_gb": 15.19} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN256-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0a2a27ed576813c4d9f380bdaa36755a7ade22aa --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 288.0, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7088202557967682, "n_train_users": 205, "n_train_chunks": 487, "n_dev_chunks": 110, "batch_size": 16, "seq_len": 200, "n_val_users": 51, "score_s": 94.8, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN32-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c8552e31f380457fdef2237742a1ecefc7579598 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 27.3, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6694248564003245, "n_train_users": 26, "n_train_chunks": 59, "n_dev_chunks": 14, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 84.5, "flip_max_diff": 0.0, "peak_gb": 15.16} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN32-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..aac144cf7acaba6861cb7114c6237ecce70b0819 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 27.9, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6103872721928276, "n_train_users": 26, "n_train_chunks": 60, "n_dev_chunks": 15, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 87.6, "flip_max_diff": 0.0, "peak_gb": 15.19} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..119d9b2ed52e124e844723d13d511a7ac102a80b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.7, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6936806462140993, "n_train_users": 26, "n_train_chunks": 64, "n_dev_chunks": 16, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 69.4, "flip_max_diff": 0.0, "peak_gb": 15.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e8db631e2e1052c125d5bcdd41e6b220ae494254 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 66.2, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7163695062000147, "n_train_users": 51, "n_train_chunks": 114, "n_dev_chunks": 28, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 83.3, "flip_max_diff": 0.0, "peak_gb": 15.16} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2ff695e654d5c606d1cf112203d8a8ae5f5b660c --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 84.8, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6762871024734982, "n_train_users": 51, "n_train_chunks": 123, "n_dev_chunks": 29, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 72.5, "flip_max_diff": 0.0, "peak_gb": 15.19} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c40598772663037bc0648e47ec5f1cbc4bd88ae7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 48.6, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.7092910860232277, "n_train_users": 51, "n_train_chunks": 125, "n_dev_chunks": 28, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 63.8, "flip_max_diff": 0.0, "peak_gb": 15.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f72f33c21f7da882434ff1c2d265c4310b20d7ff --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.7, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6392195767195767, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 84.8, "flip_max_diff": 0.0, "peak_gb": 9.36} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bde0e04ca70878483b6be43e7f77fe40e71b45bc --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.9, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6041262658909717, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 71.3, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7a3752f1503c8807d5f626c35e25c453482d6a06 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6967391304347826, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 63.5, "flip_max_diff": 0.0, "peak_gb": 9.34} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csNall-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..556e05227a8fffc4eb08703f666e2705e921bb21 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3592.3, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.80015721667845, "n_train_users": 2880, "n_train_chunks": 6628, "n_dev_chunks": 1671, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 84.1, "flip_max_diff": 0.0, "peak_gb": 15.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csNall-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..612229ad29662a83ce4b7509a1f9cc09cabef67a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3388.2, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7962185552339851, "n_train_users": 2880, "n_train_chunks": 6659, "n_dev_chunks": 1640, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 69.2, "flip_max_diff": 0.0, "peak_gb": 15.19} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-csNall-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..647122d8589ae6ed85d8d2a30525407e40f00ab2 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4208.1, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7997538260157163, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 70.2, "flip_max_diff": 0.0, "peak_gb": 15.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-ics1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..092122cbc5e4102343d34b78e77e7a4dc4f9a305 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3249.1, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.7978237026999124, "n_train_users": 2880, "n_train_chunks": 5561, "n_dev_chunks": 1423, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 15.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-dtransformer-ics2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-dtransformer-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1d948f394999a5b41b4f1fe83a5c114ccb0e119b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-dtransformer-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3490.4, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.7922054316954237, "n_train_users": 2880, "n_train_chunks": 5705, "n_dev_chunks": 1412, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 15.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2f0c5b4be0652e9b2dbfc988b9db8ce69ccc4f74 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.1, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.7127314386845903, "n_train_users": 102, "n_train_chunks": 232, "n_dev_chunks": 61, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 24.5, "flip_max_diff": 0.0, "peak_gb": 10.24} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5857a1cfdfe34497d83d5d876c23f14e45f685ec --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.2, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.7582612379293827, "n_train_users": 102, "n_train_chunks": 239, "n_dev_chunks": 54, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 25.5, "flip_max_diff": 0.0, "peak_gb": 10.52} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e5e5c94285b15ec597e7644ca2173fe1825eabd0 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.2, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.752106084972138, "n_train_users": 102, "n_train_chunks": 242, "n_dev_chunks": 57, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 26.2, "flip_max_diff": 0.0, "peak_gb": 10.65} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bc3cba50615fe930f39e17b97ee01588325554a8 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.8, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.6711130006720882, "n_train_users": 102, "n_train_chunks": 230, "n_dev_chunks": 59, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 27.4, "flip_max_diff": 0.0, "peak_gb": 10.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b7dfbe3c06cf2496101f5572c5d76e69a17d589f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 33.3, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7290574986135481, "n_train_users": 102, "n_train_chunks": 244, "n_dev_chunks": 59, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 16.0, "flip_max_diff": 0.0, "peak_gb": 10.76} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..81d7f14c1dd856f3bb2fc164233fe289ca2f005c --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.5, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7674631620868181, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 40.8, "flip_max_diff": 0.0, "peak_gb": 1.51} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0f9f6a895349bbb479b21d37c0a6bb8881de5725 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.4, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6666980082428344, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 20.6, "flip_max_diff": 0.0, "peak_gb": 1.52} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..40aa752a75bb02a1c0c0b47b1082964e933291f8 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.1, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6961075977554111, "n_train_users": 13, "n_train_chunks": 31, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 24.1, "flip_max_diff": 0.0, "peak_gb": 1.6} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..96c3ca997f1b331bb8c5038f83988a7c204abd3c --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.7, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6868805460750852, "n_train_users": 13, "n_train_chunks": 30, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 22.8, "flip_max_diff": 0.0, "peak_gb": 1.56} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..54092a5c9351167d970e5f38af94da09830eb485 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.3, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6818295387113901, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 8, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 24.0, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ee795e850f3896210dc41570de6d178d64863ddd --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 33.7, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.7130372858990917, "n_train_users": 205, "n_train_chunks": 475, "n_dev_chunks": 118, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 27.0, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..685ed974671f0e034dcb875c486ecbfb10730fb5 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 28.8, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.7331656151209907, "n_train_users": 205, "n_train_chunks": 466, "n_dev_chunks": 121, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 27.3, "flip_max_diff": 0.0, "peak_gb": 11.27} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..60d256aff71fca3a0a467de4cd94f63677db4257 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.6, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7534313249941531, "n_train_users": 205, "n_train_chunks": 474, "n_dev_chunks": 116, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 28.8, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0afaed31a8b513697b4ec5fb75c79fc1754ce6fd --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 31.6, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.732156647677546, "n_train_users": 205, "n_train_chunks": 462, "n_dev_chunks": 118, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 25.5, "flip_max_diff": 0.0, "peak_gb": 11.28} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..404ced2257e43758023cc9f5b262d1893b9d4a83 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.4, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.703711213482771, "n_train_users": 205, "n_train_chunks": 487, "n_dev_chunks": 110, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 26.8, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9c0a135ea16ef44b2714d7bab5bf302aa67afac4 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.4, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7401973564417076, "n_train_users": 26, "n_train_chunks": 59, "n_dev_chunks": 14, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 24.6, "flip_max_diff": 0.0, "peak_gb": 2.83} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f796dc4f7f8840f2eeff5e48f22f80d66436f7e6 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.6, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6382410106899903, "n_train_users": 26, "n_train_chunks": 58, "n_dev_chunks": 14, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 23.6, "flip_max_diff": 0.0, "peak_gb": 2.78} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..416a1c247cfb5950962d5c307a00e1f785964d51 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.3, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6736065182245737, "n_train_users": 26, "n_train_chunks": 60, "n_dev_chunks": 15, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 23.6, "flip_max_diff": 0.0, "peak_gb": 2.85} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..792b9d9b8b4090fd37d5dcdab32729a02b87dc61 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.8, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.7088533187148504, "n_train_users": 26, "n_train_chunks": 61, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 23.8, "flip_max_diff": 0.0, "peak_gb": 2.89} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..816497ac8e4d4ce8bfb6779ab3d7c1ac76700c21 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.1, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7549013894069377, "n_train_users": 26, "n_train_chunks": 64, "n_dev_chunks": 16, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 15.6, "flip_max_diff": 0.0, "peak_gb": 3.05} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d1828d17cd2e9585d886a0a4f7a332c1473cf7db --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.9, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.7285014949739526, "n_train_users": 51, "n_train_chunks": 114, "n_dev_chunks": 28, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 27.5, "flip_max_diff": 0.0, "peak_gb": 5.16} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..73305d77d57cdc5f1a85aaef98b923e3856b6592 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.3, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.6973749380881624, "n_train_users": 51, "n_train_chunks": 119, "n_dev_chunks": 32, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 26.7, "flip_max_diff": 0.0, "peak_gb": 5.38} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..739520f8184a74cf556be9c55da2fb7b80aa3329 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.7, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6986640164899882, "n_train_users": 51, "n_train_chunks": 123, "n_dev_chunks": 29, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 25.9, "flip_max_diff": 0.0, "peak_gb": 5.55} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..889c59ae7c6faa780aa111321b0b0bc585092c38 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.6, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7147149853832543, "n_train_users": 51, "n_train_chunks": 118, "n_dev_chunks": 28, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 26.2, "flip_max_diff": 0.0, "peak_gb": 5.33} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f402a3ae31dccc61631aa93a772ab256496963a7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.9, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7061314365153286, "n_train_users": 51, "n_train_chunks": 125, "n_dev_chunks": 28, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 24.1, "flip_max_diff": 0.0, "peak_gb": 5.63} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2e91a56210a51019cc0bca289c79a29fcae4b70c --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.6, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6477967923280423, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 41.5, "flip_max_diff": 0.0, "peak_gb": 1.2} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f4f6186dfde83d249515f905199a9501f9b1d5cc --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.9, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5967013685811206, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 23.1, "flip_max_diff": 0.0, "peak_gb": 1.18} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..81efff13334dcb6e92d6059cb9b33bf777cb4eaf --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.5, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.5829293255763843, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 23.3, "flip_max_diff": 0.0, "peak_gb": 1.24} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2a8a0467f67ca5c707c8fe23150147d947e78cea --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.9, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.5927479772250525, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 5, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 22.8, "flip_max_diff": 0.0, "peak_gb": 1.2} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e641fecef400f66a8beb369db7cc7df39e733237 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.4, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.7157004830917874, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 15.8, "flip_max_diff": 0.0, "peak_gb": 1.21} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csNall-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e2d9b21743d10610415f6e7aebc7b212430a91ab --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 368.6, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.8010069176058383, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 24.0, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csNall-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..57ea663308c67218f4affe1cc57f55fbc461dd37 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 358.8, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.8036103483236703, "n_train_users": 2880, "n_train_chunks": 6628, "n_dev_chunks": 1671, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 19.4, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csNall-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cbb7aa080831fb011d28f60bee14bad7bcbcdaf4 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 374.0, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7993361529966783, "n_train_users": 2880, "n_train_chunks": 6641, "n_dev_chunks": 1658, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 22.5, "flip_max_diff": 0.0, "peak_gb": 11.26} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-extrakt-csNall-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-extrakt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4ee919ae2c49845980e5163904128801cd58761b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-extrakt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 495.4, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.801328712039912, "n_train_users": 2880, "n_train_chunks": 6659, "n_dev_chunks": 1640, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 29.2, "flip_max_diff": 0.0, "peak_gb": 11.26} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..629b3479eef880ad3c602b3a2374fccc27cc3e66 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 75.4, "epochs": 63, "best_epoch": 53, "dev_auc_pykt": 0.73991034127235, "n_train_users": 102, "n_train_chunks": 232, "n_dev_chunks": 61, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 57.3, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..60ebba920fdb87133c5643c57e83e6c7586bff50 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 68.2, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.7633743223218563, "n_train_users": 102, "n_train_chunks": 239, "n_dev_chunks": 54, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 58.8, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..08a323a40a8e06723337c6227c0919f26231fb86 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 65.2, "epochs": 50, "best_epoch": 40, "dev_auc_pykt": 0.7553247428990453, "n_train_users": 102, "n_train_chunks": 242, "n_dev_chunks": 57, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 61.8, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..75c9a860f4cbf5367fa939bcafb8045f6348a068 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 71.0, "epochs": 63, "best_epoch": 53, "dev_auc_pykt": 0.6933282774988185, "n_train_users": 102, "n_train_chunks": 230, "n_dev_chunks": 59, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 60.3, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..503b10a8865b178142c7a6c521fba23ccd29d2fb --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 71.1, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.7450190607807898, "n_train_users": 102, "n_train_chunks": 244, "n_dev_chunks": 59, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 59.0, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN16-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f537dedf89be45afbf4e9059aa48c10bb00899eb --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.4, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.5919753086419753, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 101.7, "flip_max_diff": 0.0, "peak_gb": 3.91} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN16-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..90d48c1988cb999171ab797eea5b0e90936645b8 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.8, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.5810179743939323, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 53.0, "flip_max_diff": 0.0, "peak_gb": 3.9} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN16-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f8ff6534cf99ac4014f9dac298c4971a22eae2a9 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.0, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.705869778213236, "n_train_users": 13, "n_train_chunks": 31, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 39.1, "flip_max_diff": 0.0, "peak_gb": 4.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN16-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..58dcb02b0f6dc657457123e3c9678c4990244e74 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN16-s3/train_info.json.done @@ 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a/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6451d969a31639c50c47453e48708d699b66f78d --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 121.9, "epochs": 49, "best_epoch": 39, "dev_auc_pykt": 0.757875150164773, "n_train_users": 205, "n_train_chunks": 475, "n_dev_chunks": 118, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 59.6, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cefe33f1f50c93b67abd8995cacdd1a13dbb2a50 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 126.2, "epochs": 50, "best_epoch": 40, "dev_auc_pykt": 0.7657093772771452, "n_train_users": 205, "n_train_chunks": 466, "n_dev_chunks": 121, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 63.4, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d2e9121b756957ddbe2a1c56e175c9766984978f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 110.1, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.7703693716039269, "n_train_users": 205, "n_train_chunks": 474, "n_dev_chunks": 116, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 59.6, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..48d0a2843cddc4bbeaa646fff352f48293a89367 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 143.6, "epochs": 55, "best_epoch": 45, "dev_auc_pykt": 0.7638194296865539, "n_train_users": 205, "n_train_chunks": 462, "n_dev_chunks": 118, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 64.6, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1ca3afacbd4d6d6a32555ce21633042293dcb5a7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 98.4, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.7437150827467336, "n_train_users": 205, "n_train_chunks": 487, "n_dev_chunks": 110, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 61.0, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a70a6f5c14802103b639fd32971178284442aaed --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.3, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7473152654317923, "n_train_users": 26, "n_train_chunks": 59, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 62.0, "flip_max_diff": 0.0, "peak_gb": 7.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bb8cb7b5d3d43f072e2c5aebc3d49c7d3d6a500f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.7, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.6420547249043785, "n_train_users": 26, "n_train_chunks": 58, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 59.4, "flip_max_diff": 0.0, "peak_gb": 7.41} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5348e0b57d1fe5f79923af015721f730211cf53a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.7, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6603505291005292, "n_train_users": 26, "n_train_chunks": 60, "n_dev_chunks": 15, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 61.2, "flip_max_diff": 0.0, "peak_gb": 7.65} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6952ea8ba125c66b65dffee803c0ff4ce7f5aa23 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.4, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.6992137061486792, "n_train_users": 26, "n_train_chunks": 61, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 55.3, "flip_max_diff": 0.0, "peak_gb": 7.77} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e860906c8e5ab6bbe1c57eda1d64f74d4ce6fed2 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.3, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.7658071265386052, "n_train_users": 26, "n_train_chunks": 64, "n_dev_chunks": 16, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 33.8, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f62031aebc23f536cea91d8b9489f57789295f2d --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.3, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.7263445593954069, "n_train_users": 51, "n_train_chunks": 114, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 62.1, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f9e9b101e38ae9b5858a08edec074b5ae7e17680 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.5, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7186683144988181, "n_train_users": 51, "n_train_chunks": 119, "n_dev_chunks": 32, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 61.1, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7182211e7c7c6772a0f9f2f93068b4078c4dc8f3 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.5, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.6963303886925793, "n_train_users": 51, "n_train_chunks": 123, "n_dev_chunks": 29, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 60.7, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0e4b9e3dcc1ec23b4329ee9a1a59f1ba3e4c06e3 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 23.8, "epochs": 50, "best_epoch": 40, "dev_auc_pykt": 0.7091646756417775, "n_train_users": 51, "n_train_chunks": 118, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 53.5, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c9d706adbbdac562f3bbd48ea3800f4e430aa469 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.1, "epochs": 60, "best_epoch": 50, "dev_auc_pykt": 0.7239334848098337, "n_train_users": 51, "n_train_chunks": 125, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 37.8, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN8-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..09d33a4e28683803596c2620e7b7202408f4567d --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.9, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6700148809523809, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 100.4, "flip_max_diff": 0.0, "peak_gb": 2.21} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN8-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5b2c2616b27c36dea95ae66ee0cc94ac4ad3f1d2 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 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b/pykt/xes3g5m/coldstart/pykt-folibikt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..09871d850c4fc0ea2e7ad39f024cedc48e35bafe --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.3, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.6431956098291879, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 5, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 57.4, "flip_max_diff": 0.0, "peak_gb": 1.97} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csN8-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5e78f91e4a8a7e511298490524c87174370bee6f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.7, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6075181159420291, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 60.5, "flip_max_diff": 0.0, "peak_gb": 1.97} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5eaebdcb04976935d48dc59659d6369c7f524f79 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1158.9, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.8050257524392836, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 67.1, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bfd97c76f7b3685ff504e5f0cdd984bdeb2dc24f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1473.9, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.8112541464750205, "n_train_users": 2880, "n_train_chunks": 6628, "n_dev_chunks": 1671, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 69.4, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6d481aebb2ac84169495c851986df1d0ccea31bc --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1416.4, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.8055497436198094, "n_train_users": 2880, "n_train_chunks": 6641, "n_dev_chunks": 1658, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 55.2, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6ea094cf29f242b2c243d0a62d19533c24054abc --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1286.4, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.8080848491245916, "n_train_users": 2880, "n_train_chunks": 6659, "n_dev_chunks": 1640, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 71.6, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a17109564640a88a283174056566f827f66b1eef --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-folibikt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1555.6, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.8087465736363525, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 74.5, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c9c9b0339a206110e0ee9405c0ab43407228ca29 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 518.4, "epochs": 143, "best_epoch": 133, "dev_auc_pykt": 0.7512856227851571, "n_train_users": 102, "n_train_chunks": 223, "n_dev_chunks": 58, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 97.2, "flip_max_diff": 0.0, "peak_gb": 1.09} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0f5c8aa6e03a2874da92ace7b36b140b8fc6f7c2 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 329.4, "epochs": 83, "best_epoch": 73, "dev_auc_pykt": 0.7798835574847067, "n_train_users": 102, "n_train_chunks": 220, "n_dev_chunks": 54, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 110.4, "flip_max_diff": 0.0, "peak_gb": 1.08} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ee8289c11b97e0d324de04131f5b6415b5b0fc72 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 495.5, "epochs": 130, "best_epoch": 120, "dev_auc_pykt": 0.7693525059504909, "n_train_users": 102, "n_train_chunks": 218, "n_dev_chunks": 54, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 108.6, "flip_max_diff": 0.0, "peak_gb": 1.08} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0fe87115d9d1b99a872e659d177c9a05b38e7699 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1238.9, "epochs": 128, "best_epoch": 118, "dev_auc_pykt": 0.7039166910264223, "n_train_users": 102, "n_train_chunks": 213, "n_dev_chunks": 57, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 360.0, "flip_max_diff": 0.0, "peak_gb": 1.05} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..54a43fbb61fbfb6e0d78d7987ee3df2acb79af6a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 849.7, "epochs": 103, "best_epoch": 93, "dev_auc_pykt": 0.7541401232615201, "n_train_users": 102, "n_train_chunks": 225, "n_dev_chunks": 56, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 362.5, "flip_max_diff": 0.0, "peak_gb": 1.11} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9e5bd99efdb42780eded701457f8f063be309372 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 117.5, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.7559338908801274, "n_train_users": 13, "n_train_chunks": 28, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 95.1, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..45e62a5d00b95dd7e6d2c4761b8cdd8b89d26cf4 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 90.6, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.5968342644320298, "n_train_users": 13, "n_train_chunks": 28, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 189.5, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e5fdaa7594ff77b8e31cf85b7cac1a40e971b098 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 67.9, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6457978118783745, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 5, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 109.8, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4ad1165d5e983912053017035fcd486f85b6b9a7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 57.2, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6393013698630137, "n_train_users": 13, "n_train_chunks": 27, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 102.1, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a52f421de1f6e078bd8a28a8fee2ef67fa390b2f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 59.8, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.613299915675068, "n_train_users": 13, "n_train_chunks": 28, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 97.7, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1d505e3ecedf8e4916d52b27d6eb888958c87f0e --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1378.6, "epochs": 101, "best_epoch": 91, "dev_auc_pykt": 0.7724084596949687, "n_train_users": 205, "n_train_chunks": 451, "n_dev_chunks": 109, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 203.4, "flip_max_diff": 0.0, "peak_gb": 1.26} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d19629e2d53ed339ff849e3dc9724d4ae9610779 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 486.5, "epochs": 80, "best_epoch": 70, "dev_auc_pykt": 0.7761580333797646, "n_train_users": 205, "n_train_chunks": 434, "n_dev_chunks": 111, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 102.4, "flip_max_diff": 0.0, "peak_gb": 1.25} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..79d8a28983534460c4053b7382502e76cf29814b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1129.6, "epochs": 87, "best_epoch": 77, "dev_auc_pykt": 0.7786697747769709, "n_train_users": 205, "n_train_chunks": 437, "n_dev_chunks": 109, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 324.2, "flip_max_diff": 0.0, "peak_gb": 1.26} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..75d75ff7db243ca6e9b658d9a620d8f2e842f04a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 586.7, "epochs": 89, "best_epoch": 79, "dev_auc_pykt": 0.7695258138798151, "n_train_users": 205, "n_train_chunks": 434, "n_dev_chunks": 106, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 99.8, "flip_max_diff": 0.0, "peak_gb": 1.26} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3bf28044843492384dccf014e384633fb55f5eb7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1691.3, "epochs": 95, "best_epoch": 85, "dev_auc_pykt": 0.7545744004723793, "n_train_users": 205, "n_train_chunks": 455, "n_dev_chunks": 106, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 286.4, "flip_max_diff": 0.0, "peak_gb": 1.26} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bc608b50acdec38812a17e02c2f1a087bdff61a6 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 145.3, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.7331917113893858, "n_train_users": 26, "n_train_chunks": 57, "n_dev_chunks": 14, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 96.2, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a77f65f862f5301db6d367a0a67953573ff52659 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1139.9, "epochs": 90, "best_epoch": 80, "dev_auc_pykt": 0.6648671244880806, "n_train_users": 26, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 267.7, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ee703a7db131106f3a5f72e36bc4d106073f1fd9 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 362.0, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.6709492983383243, "n_train_users": 26, "n_train_chunks": 55, "n_dev_chunks": 12, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 200.7, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3d45d7cf98bc114d31138ccb63be14a539b1b341 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 63.6, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6089580792022451, "n_train_users": 26, "n_train_chunks": 57, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 102.2, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c0b00bbf8474443685363a734b0303cffa87afc7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 135.7, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.7616672009696502, "n_train_users": 26, "n_train_chunks": 58, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 100.4, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN64-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6c90e41636c39458e2c98321d8bcde5cfc4f02e6 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 226.6, "epochs": 75, "best_epoch": 65, "dev_auc_pykt": 0.7373740351135757, "n_train_users": 51, "n_train_chunks": 111, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 94.6, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN64-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b76d6daed1bdfd820aa7df0d054f83d0fab098d0 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 573.2, "epochs": 93, "best_epoch": 83, "dev_auc_pykt": 0.7164446476085334, "n_train_users": 51, "n_train_chunks": 109, "n_dev_chunks": 29, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 332.0, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN64-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e97207c1b204fce0780794f1e8ae13847ffbaa93 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 422.4, "epochs": 132, "best_epoch": 122, "dev_auc_pykt": 0.7243193482082456, "n_train_users": 51, "n_train_chunks": 109, "n_dev_chunks": 26, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 108.0, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN64-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e5e322a8789266a8de5e9b26bc7fb95cd99078d4 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN64-s3/train_info.json.done @@ 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a/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0affd3c8e785ec495661496cdf16f172ff511db9 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 157.7, "epochs": 51, "best_epoch": 41, "dev_auc_pykt": 0.6786954365079366, "n_train_users": 6, "n_train_chunks": 14, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 101.3, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..95ab36e54243d6551c6fccc96b212673d189e4f0 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 66.6, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6078818196763662, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 216.5, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..790b75c4d24f3ca41763269c21d2aaa9dec9f6bf --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 45.1, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.5956151691445809, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 111.9, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..940ba4dacb2fdcbbc493f1131b3102f6186ec4f3 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 383.0, "epochs": 41, "best_epoch": 31, "dev_auc_pykt": 0.6869604725124944, "n_train_users": 6, "n_train_chunks": 12, "n_dev_chunks": 5, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 404.7, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e36324f1b69797adf05ae54c04e049c610005a09 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 51.5, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.5705615942028985, "n_train_users": 6, "n_train_chunks": 12, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 108.9, "flip_max_diff": 0.0, "peak_gb": 0.53} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e7722325407c3d32df8e43f2399690ecbdeac5b4 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9667.8, "epochs": 64, "best_epoch": 54, "dev_auc_pykt": 0.8075313449320639, "n_train_users": 2880, "n_train_chunks": 6164, "n_dev_chunks": 1545, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 557.7, "flip_max_diff": 0.0, "peak_gb": 1.37} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ff2bd303338330eab2f57771e4625e0f37b5442a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5618.5, "epochs": 50, "best_epoch": 40, "dev_auc_pykt": 0.8096032130054649, "n_train_users": 2880, "n_train_chunks": 6155, "n_dev_chunks": 1554, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 202.2, "flip_max_diff": 0.0, "peak_gb": 1.36} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..39ba7e44714bb8a144d487750ba219f57d283f09 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9657.8, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.8054173610916368, "n_train_users": 2880, "n_train_chunks": 6161, "n_dev_chunks": 1548, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 407.7, "flip_max_diff": 0.0, "peak_gb": 1.36} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..398924da0e4a6e87bfa1cfbc0ef90968c9eaf7ba --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3546.3, "epochs": 48, "best_epoch": 38, "dev_auc_pykt": 0.8080591385933412, "n_train_users": 2880, "n_train_chunks": 6173, "n_dev_chunks": 1536, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 112.8, "flip_max_diff": 0.0, "peak_gb": 1.37} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..234a07394bccbfd9e70f02e3710f9cf2208b1918 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-iekt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10254.3, "epochs": 56, "best_epoch": 46, "dev_auc_pykt": 0.8109948805977678, "n_train_users": 2880, "n_train_chunks": 6167, "n_dev_chunks": 1542, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 304.8, "flip_max_diff": 0.0, "peak_gb": 1.36} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-kqn-csNall-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-kqn-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d1e8215cf26f70b89ee3a544feddfa3d6ad3db75 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-kqn-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 456.8, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.7637536081677335, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 35.1, "flip_max_diff": 0.0, "peak_gb": 2.7} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-kqn-ics0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-kqn-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b31385a6460208c5fc01cdb9c6ecdad44d7fb9db --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-kqn-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 339.8, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.7500470872635675, "n_train_users": 2880, "n_train_chunks": 5697, "n_dev_chunks": 1438, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 1.0, "flip_max_diff": 0.0, "peak_gb": 2.7} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-kqn-ics1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-kqn-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..30608347af63de62a7238a0e3f1147203e81335a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-kqn-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 337.7, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.7598491892114758, "n_train_users": 2880, "n_train_chunks": 5561, "n_dev_chunks": 1423, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 1.0, "flip_max_diff": 0.0, "peak_gb": 2.7} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-kqn-ics2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-kqn-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..16451522d6992b650babf53127d1126387d47e43 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-kqn-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 307.8, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.7561271041470611, "n_train_users": 2880, "n_train_chunks": 5705, "n_dev_chunks": 1412, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 1.0, "flip_max_diff": 0.0, "peak_gb": 2.7} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN128-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1b8aaba91fb078ee6bd3d24766be859f8581a2a8 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.9, "epochs": 104, "best_epoch": 94, "dev_auc_pykt": 0.6885213270990136, "n_train_users": 102, "n_train_chunks": 232, "n_dev_chunks": 61, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 8.4, "flip_max_diff": 0.0, "peak_gb": 3.3} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN16-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..239856d20dc3170e9a8e7274c26463b66d4c8760 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.3, "epochs": 63, "best_epoch": 53, "dev_auc_pykt": 0.7295624253285544, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 9.9, "flip_max_diff": 0.0, "peak_gb": 0.88} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN256-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e2a7b92024ca6377e9fda21259c203ba5abad27e --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 72.6, "epochs": 144, "best_epoch": 134, "dev_auc_pykt": 0.7077399737218684, "n_train_users": 205, "n_train_chunks": 475, "n_dev_chunks": 118, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 9.5, "flip_max_diff": 0.0, "peak_gb": 3.61} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN32-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a364526094508fa1a4cdc575e8f4a65dc1625fff --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.5, "epochs": 73, "best_epoch": 63, "dev_auc_pykt": 0.7074353180712121, "n_train_users": 26, "n_train_chunks": 59, "n_dev_chunks": 14, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 8.0, "flip_max_diff": 0.0, "peak_gb": 0.92} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN64-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1eddec5ec6c72ebb93c10bd34dcd73284e63c609 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.7, "epochs": 121, "best_epoch": 111, "dev_auc_pykt": 0.6911298976447282, "n_train_users": 51, "n_train_chunks": 114, "n_dev_chunks": 28, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 8.1, "flip_max_diff": 0.0, "peak_gb": 1.68} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN8-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..430cf3d745e33f600bd0f73fe53b1621e81347c9 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.9, "epochs": 56, "best_epoch": 46, "dev_auc_pykt": 0.6494915674603174, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 13.0, "flip_max_diff": 0.0, "peak_gb": 0.88} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-lefokt_akt-ics1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a26a2cabe5ee2e4c761f54700e3aef17936abc7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 500.0, "epochs": 105, "best_epoch": 95, "dev_auc_pykt": 0.8049980674391904, "n_train_users": 2880, "n_train_chunks": 5561, "n_dev_chunks": 1423, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 0.4, "flip_max_diff": 0.0, "peak_gb": 3.61} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-lefokt_akt-ics2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3fea2ab07cec3c92fc8ba1c793c4ff191496045a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-lefokt_akt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 610.1, "epochs": 119, "best_epoch": 109, "dev_auc_pykt": 0.7990108961204363, "n_train_users": 2880, "n_train_chunks": 5705, "n_dev_chunks": 1412, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 0.4, "flip_max_diff": 0.0, "peak_gb": 3.61} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-mockt-csN128-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-mockt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..edde17b2e8e8ed6cd4370c7f81b7337432a7d22b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-mockt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 54.3, "epochs": 65, "best_epoch": 55, "dev_auc_pykt": 0.7105270122380332, "n_train_users": 102, "n_train_chunks": 232, "n_dev_chunks": 61, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 23.8, "flip_max_diff": 0.0, "peak_gb": 10.19} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-mockt-csN16-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-mockt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..981fed223849d16cbd458fab681339c9aae04e61 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-mockt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.7, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.7607277976901634, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 19.1, "flip_max_diff": 0.0, "peak_gb": 1.52} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-mockt-csN256-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-mockt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e3d07656b3b9ae957b382df6fbe76a913b7fe85a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-mockt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 66.6, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.716057807386024, "n_train_users": 205, "n_train_chunks": 475, "n_dev_chunks": 118, "batch_size": 128, "seq_len": 200, "n_val_users": 51, "score_s": 32.8, "flip_max_diff": 0.0, "peak_gb": 5.75} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-mockt-csN32-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-mockt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2576471163840a1a4d60d704928a97eb3c37f8f7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-mockt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.3, "epochs": 50, "best_epoch": 40, "dev_auc_pykt": 0.7426306881197133, "n_train_users": 26, "n_train_chunks": 59, "n_dev_chunks": 14, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 19.5, "flip_max_diff": 0.0, "peak_gb": 2.8} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-mockt-csN64-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-mockt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7e5660a417a356944c78397ac66994548c06b180 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-mockt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.2, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.7311463607014455, "n_train_users": 51, "n_train_chunks": 114, "n_dev_chunks": 28, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 21.8, "flip_max_diff": 0.0, "peak_gb": 5.15} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-mockt-csN8-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-mockt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..87a9c63f67b2a49a9d3a8432c8d040fb29be35b8 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-mockt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.9, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6530051256613757, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 29.9, "flip_max_diff": 0.0, "peak_gb": 1.2} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-mockt-ics1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-mockt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1835e2747be9b7a3369fb19ead5e0c1b3725b594 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-mockt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 650.6, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.7948782131483105, "n_train_users": 2880, "n_train_chunks": 5561, "n_dev_chunks": 1423, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 1.4, "flip_max_diff": 0.0, "peak_gb": 3.02} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-mockt-ics2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-mockt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..82426d7bf79febd8d0a9d3a8686a333e5233268f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-mockt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 758.4, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.7879895220999449, "n_train_users": 2880, "n_train_chunks": 5705, "n_dev_chunks": 1412, "batch_size": 128, "seq_len": 200, "n_val_users": 720, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 5.75} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a2ae8f11a21bedd74cc44838d0f5ec5585bdf96a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.8, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6796226061516344, "n_train_users": 102, "n_train_chunks": 223, "n_dev_chunks": 58, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 10.1, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9684e5fdfe2d12bfe5a86ed181ff8e20d0436c8a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.5, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6812706908960057, "n_train_users": 102, "n_train_chunks": 220, "n_dev_chunks": 54, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 12.0, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..45854c5ce403240ac166378ee27e13c08d49cecd --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.7, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.6568648275527708, "n_train_users": 102, "n_train_chunks": 218, "n_dev_chunks": 54, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 17.2, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f94bf3d87cd2e18077632b0435d6dc3f15a3687f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.9, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6610873221232751, "n_train_users": 102, "n_train_chunks": 213, "n_dev_chunks": 57, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 10.6, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..32cc55f93fac260ec360167b40ce0dd1a10c6bf9 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.9, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6775297138797556, "n_train_users": 102, "n_train_chunks": 225, "n_dev_chunks": 56, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 9.9, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b3e6ed4dc3b54353d123bf2625b70fdd36699de7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.8, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.5574621664675428, "n_train_users": 13, "n_train_chunks": 28, "n_dev_chunks": 7, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 9.9, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..47fd069e6345fc3f30ec6594fd945c65cb8d2ba3 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.8, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.5946248776946628, "n_train_users": 13, "n_train_chunks": 28, "n_dev_chunks": 7, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 14.0, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9b417272aab654a96db8a6cc16d87d0697c9eb4d --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.6, "epochs": 41, "best_epoch": 31, "dev_auc_pykt": 0.6061736288718386, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 5, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 17.1, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f45933ab37974babb667b99f20ec1d38ad42fc2d --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.0, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.5412876712328767, "n_train_users": 13, "n_train_chunks": 27, "n_dev_chunks": 6, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 10.2, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..482b6b498d25e472c8ea2f1b58a18cad544bf811 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.0, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.6084200006246291, "n_train_users": 13, "n_train_chunks": 28, "n_dev_chunks": 7, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 9.8, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..332107f5ab38d5cfe90e84d615ecabd6e3c2233b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.7, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7079991782643575, "n_train_users": 205, "n_train_chunks": 451, "n_dev_chunks": 109, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 14.3, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3cd061d75ba63ae1e3b71a573eb9c932145cb39c --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.8, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6965401892373949, "n_train_users": 205, "n_train_chunks": 434, "n_dev_chunks": 111, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 16.8, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..79e119b6cbd2e1f557bd3d01670bf23158a18c86 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.7, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7002191124774407, "n_train_users": 205, "n_train_chunks": 437, "n_dev_chunks": 109, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 13.3, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c1453e3a2eb2be8f817c251f55503003a2e4ca5b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.5, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.696293825768389, "n_train_users": 205, "n_train_chunks": 434, "n_dev_chunks": 106, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 10.3, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d3fee4ca2157f70806b5bdfea2c18b60101ce0a6 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.5, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7087084177473846, "n_train_users": 205, "n_train_chunks": 455, "n_dev_chunks": 106, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 10.7, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..058155f695037c9ac97cd3562b6bd99b95d94751 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.9, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.585517706883986, "n_train_users": 26, "n_train_chunks": 57, "n_dev_chunks": 14, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 10.9, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7620fa58080295cfc34841d64f65b1205fa984ca --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.9, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6196695548759769, "n_train_users": 26, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 10.7, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7e85b00c74d54d1dedcb1897925f6e508b7a8b1c --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 26.4, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.628545006165228, "n_train_users": 26, "n_train_chunks": 55, "n_dev_chunks": 12, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 11.0, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8a17ab50de49acd138a29486d23f72508ae4e10c --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.2, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.6302867598536205, "n_train_users": 26, "n_train_chunks": 57, "n_dev_chunks": 13, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 10.2, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9c7df73cb7b61de02a02bee770a7ccc0616520eb --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.8, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.676778899570069, "n_train_users": 26, "n_train_chunks": 58, "n_dev_chunks": 13, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 10.3, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c27cce876008aebc5fd8460fdb938c2102e71d35 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.8, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.662977376982738, "n_train_users": 51, "n_train_chunks": 111, "n_dev_chunks": 26, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 11.0, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..54beae7503932a3fd3db11c25bdc3c1164cc2dc7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.5987450784218175, "n_train_users": 51, "n_train_chunks": 109, "n_dev_chunks": 29, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 10.7, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..af66c1db4fd3571d9fac3e9b5cf49dc6ff5bdf7b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.8, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6652215003441481, "n_train_users": 51, "n_train_chunks": 109, "n_dev_chunks": 26, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 24.3, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5076a323deef5b5ad80ed3794d9a03e55631a118 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.3, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.685030367559227, "n_train_users": 51, "n_train_chunks": 111, "n_dev_chunks": 26, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 10.8, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..40da8362d204670ad5be0e09d1836d8c7d2591fd --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 24.1, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.664009017585635, "n_train_users": 51, "n_train_chunks": 112, "n_dev_chunks": 26, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 9.6, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5053095cf37064e9fcc02ecdbc8c023662ccb9e6 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.7, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.5958374669312169, "n_train_users": 6, "n_train_chunks": 14, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 10.5, "flip_max_diff": 0.0, "peak_gb": 1.88} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bcfd5151863c9196b7a3db5d60ccf391da8cf0a5 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.6, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.5671340332088588, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 13.8, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..782a4bc6108dffb8ab6a633b04a195e915096956 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.4, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.6004901960784313, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 16.6, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d2c27f5b25cfeff19b320e76ba4e2560ca922ea6 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.1, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.5485953354535817, "n_train_users": 6, "n_train_chunks": 12, "n_dev_chunks": 5, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 36.9, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4ff2842af749d46e7b0525c1de7cb408a35a0ee5 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.8, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.48746980676328494, "n_train_users": 6, "n_train_chunks": 12, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 10.8, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..21baceaa5b12e26d4ee34b09198919ee1c96a217 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 146.4, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7918133557509265, "n_train_users": 2880, "n_train_chunks": 6164, "n_dev_chunks": 1545, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 18.5, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4d2807d67e64527a4ec8734a76ac19af2d605e61 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 76.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7939173052066986, "n_train_users": 2880, "n_train_chunks": 6155, "n_dev_chunks": 1554, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 11.1, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a58474570cbd54bc8d4ad60e108e498645926d8b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 130.9, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7935166778070455, "n_train_users": 2880, "n_train_chunks": 6161, "n_dev_chunks": 1548, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 16.0, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..60b3a364456cefc3c972e169676c591aa4680a1f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 75.6, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7937908003929538, "n_train_users": 2880, "n_train_chunks": 6173, "n_dev_chunks": 1536, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 10.8, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4d65294b886a31fbbacf120a5e7b54bf38785ae7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qdkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 123.8, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7918402883527221, "n_train_users": 2880, "n_train_chunks": 6167, "n_dev_chunks": 1542, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 16.1, "flip_max_diff": 0.0, "peak_gb": 1.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f80d7a78641a8c7c4a2345ebf34a3d6b2c1c059b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.5, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7200624561226858, "n_train_users": 102, "n_train_chunks": 223, "n_dev_chunks": 58, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 19.5, "flip_max_diff": 0.0, "peak_gb": 2.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0fd9a678aecf016c0103ac3cc95dc16f93e4fd23 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.3, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.734399964015833, "n_train_users": 102, "n_train_chunks": 220, "n_dev_chunks": 54, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 21.6, "flip_max_diff": 0.0, "peak_gb": 2.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ed7a6f96b4780485892daa53ec927c83a6349bf2 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 38.9, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.7158108088323358, "n_train_users": 102, "n_train_chunks": 218, "n_dev_chunks": 54, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 38.6, "flip_max_diff": 0.0, "peak_gb": 2.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d562707c7f8cc08f1a195ec4fadb6fead9a3ed6d --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.7, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6773802230313657, "n_train_users": 102, "n_train_chunks": 213, "n_dev_chunks": 57, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 20.5, "flip_max_diff": 0.0, "peak_gb": 2.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c18d725512c2173984bba85f759635addac09e95 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 24.6, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.7151965854023964, "n_train_users": 102, "n_train_chunks": 225, "n_dev_chunks": 56, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 19.2, "flip_max_diff": 0.0, "peak_gb": 2.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d9be9e1bdc8f243fc96cc65567bbe384b1887594 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.0, "epochs": 41, "best_epoch": 31, "dev_auc_pykt": 0.6054783950617284, "n_train_users": 13, "n_train_chunks": 28, "n_dev_chunks": 7, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 19.2, "flip_max_diff": 0.0, "peak_gb": 2.06} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0ecc8887ae7931c0c9915d55db56bf84803f89c1 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.9, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6105916422055992, "n_train_users": 13, "n_train_chunks": 28, "n_dev_chunks": 7, "batch_size": 16, "seq_len": 200, "n_val_users": 3, "score_s": 28.8, "flip_max_diff": 0.0, "peak_gb": 2.06} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3d4791483469187cd3a53f37ad4bb4d7b1bf931f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.7, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6238455527138391, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 5, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 25.4, "flip_max_diff": 0.0, "peak_gb": 2.06} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..da581735babcf6a9b2f9567b5c46fcf57d8350d0 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.6, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.5694726027397261, "n_train_users": 13, "n_train_chunks": 27, "n_dev_chunks": 6, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 21.0, "flip_max_diff": 0.0, "peak_gb": 2.06} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..74e83f5346bcc814f29d4ce410f8b2a1e0566b63 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.8, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6495205971454447, "n_train_users": 13, "n_train_chunks": 28, "n_dev_chunks": 7, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 18.7, "flip_max_diff": 0.0, "peak_gb": 2.06} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..371e68b19a5db9251e3f152224297d10ed4baeb7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 38.4, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7377158716204779, "n_train_users": 205, "n_train_chunks": 451, "n_dev_chunks": 109, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 28.4, "flip_max_diff": 0.0, "peak_gb": 2.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..011204cc42646316b6c34dc7f652cc3f42086dfd --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 44.9, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.7482215025151677, "n_train_users": 205, "n_train_chunks": 434, "n_dev_chunks": 111, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 55.9, "flip_max_diff": 0.0, "peak_gb": 2.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1a0f9538c6b631206e91dcbf8a66dc6d18682e33 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 29.1, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7510351188339696, "n_train_users": 205, "n_train_chunks": 437, "n_dev_chunks": 109, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 25.5, "flip_max_diff": 0.0, "peak_gb": 2.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0adc9cca8b36194d5d8f2f0538cf18df4d797f38 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 24.7, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.7399136405103932, "n_train_users": 205, "n_train_chunks": 434, "n_dev_chunks": 106, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 19.5, "flip_max_diff": 0.0, "peak_gb": 2.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..97f5c267cf90b77edbe05088894745f79e6158f2 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 26.2, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7357838108272019, "n_train_users": 205, "n_train_chunks": 455, "n_dev_chunks": 106, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 19.9, "flip_max_diff": 0.0, "peak_gb": 2.14} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d4ea07636ab4741a7ab1ddde1a22777a354a89de --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.1, "epochs": 41, "best_epoch": 31, "dev_auc_pykt": 0.6494173623534089, "n_train_users": 26, "n_train_chunks": 57, "n_dev_chunks": 14, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 21.3, "flip_max_diff": 0.0, "peak_gb": 2.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d5043a104eb6fd16bfaa3b8325226b88c7cbb7c5 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.0, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6384485040327629, "n_train_users": 26, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 16, "seq_len": 200, "n_val_users": 6, "score_s": 61.7, "flip_max_diff": 0.0, "peak_gb": 1.78} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..86a436c16f9c2fee5d3c8b78bba398ea9d3e7ea5 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 53.8, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6329120427455817, "n_train_users": 26, "n_train_chunks": 55, "n_dev_chunks": 12, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 19.0, "flip_max_diff": 0.0, "peak_gb": 2.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..55c7a3849d01ce903e93f42494a3b7f6c5274fb7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.3, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.6433440984928775, "n_train_users": 26, "n_train_chunks": 57, "n_dev_chunks": 13, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 19.5, "flip_max_diff": 0.0, "peak_gb": 2.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..17fcf6bf363dab650f487c814f6d5c6e889644f0 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.8, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.668290069430111, "n_train_users": 26, "n_train_chunks": 58, "n_dev_chunks": 13, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 19.1, "flip_max_diff": 0.0, "peak_gb": 2.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4e5ba239232a6d276bc74d57dc4d3a35ffcf94e3 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.4, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6926102135185424, "n_train_users": 51, "n_train_chunks": 111, "n_dev_chunks": 26, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 21.6, "flip_max_diff": 0.0, "peak_gb": 2.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1df362d6ef1ec46c8c113d61a0380460b1a4d876 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.5, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.645193348484391, "n_train_users": 51, "n_train_chunks": 109, "n_dev_chunks": 29, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 19.5, "flip_max_diff": 0.0, "peak_gb": 2.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6306a2b08a387cc19c76727a22d8e8d1f895147b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.2, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6759166559427828, "n_train_users": 51, "n_train_chunks": 109, "n_dev_chunks": 26, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 36.0, "flip_max_diff": 0.0, "peak_gb": 2.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..837df47f904235e831de504af6944798d99562d4 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.9, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7184332406403745, "n_train_users": 51, "n_train_chunks": 111, "n_dev_chunks": 26, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 20.0, "flip_max_diff": 0.0, "peak_gb": 2.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bcd0b1f05c7f44f8f7884010882c97e7f47f201a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.3, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6826217125196228, "n_train_users": 51, "n_train_chunks": 112, "n_dev_chunks": 26, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 19.9, "flip_max_diff": 0.0, "peak_gb": 2.13} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..07f342332380c9b92118d8100c5db813cf2a1194 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 43.9, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.63075603505291, "n_train_users": 6, "n_train_chunks": 14, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 21.3, "flip_max_diff": 0.0, "peak_gb": 2.07} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..05070063220049604d5df6ab548f561fd1ddb5c4 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.6, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.583996805937199, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 28.7, "flip_max_diff": 0.0, "peak_gb": 2.06} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a050787eca8991e68e7f141e336fd016f252b60 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.5, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.645739064856712, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 22.6, "flip_max_diff": 0.0, "peak_gb": 2.06} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0f98960e3d27908e1b4aabd70d53ed0f1cea4c02 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.8, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.5932341359987885, "n_train_users": 6, "n_train_chunks": 12, "n_dev_chunks": 5, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 31.9, "flip_max_diff": 0.0, "peak_gb": 2.06} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..47a5e8e6e247330f3c8c43155a925026746d12ec --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.2, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.5139190821256039, "n_train_users": 6, "n_train_chunks": 12, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 20.6, "flip_max_diff": 0.0, "peak_gb": 2.06} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csNall-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1b2fa8a16c71cf9da6ccc74349ef20fe138e41fc --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 351.5, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.7972960774385212, "n_train_users": 2880, "n_train_chunks": 6164, "n_dev_chunks": 1545, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 28.0, "flip_max_diff": 0.0, "peak_gb": 2.23} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csNall-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..22cbc2ee91e8b2041b3ad458d67456d5e7964488 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 213.0, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.8002149964761716, "n_train_users": 2880, "n_train_chunks": 6155, "n_dev_chunks": 1554, "batch_size": 32, "seq_len": 200, "n_val_users": 720, "score_s": 20.1, "flip_max_diff": 0.0, "peak_gb": 2.23} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-qikt-csNall-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4b7d03b9e4afc1c6dbc0e7ae01f9caa508560e5f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/xes3g5m/coldstart/pykt-qikt-csNall-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-qikt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a8f4a4611185c6d6a43cd8237f3e89142b33d497 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-qikt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 849.1, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.7998543188360423, "n_train_users": 2880, "n_train_chunks": 6167, "n_dev_chunks": 1542, "batch_size": 8, "seq_len": 200, "n_val_users": 720, "score_s": 34.1, "flip_max_diff": 0.0, "peak_gb": 2.06} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-rekt-csN128-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-rekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..898755657076b8de8ca1b9be5ed2d3affabedc7d --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 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b/pykt/xes3g5m/coldstart/pykt-rekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1ba7bd7c20c1f9fe537daa77b692f49d6b0cbcc2 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 43.9, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6106979291119076, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 82.2, "flip_max_diff": 0.0, "peak_gb": 0.31} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-rekt-csN16-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-rekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..80029164e6862319159506f4946435c6dcff0671 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 96.8, "epochs": 63, "best_epoch": 53, "dev_auc_pykt": 0.7255990024049167, "n_train_users": 13, "n_train_chunks": 31, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 67.0, "flip_max_diff": 0.0, "peak_gb": 0.31} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-rekt-csN16-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-rekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e71d1c791dea2939bf071cd90a4b0ff427b800e5 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 104.5, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.6758487148255723, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 8, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 42.6, "flip_max_diff": 0.0, "peak_gb": 0.31} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-rekt-csN256-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-rekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e6b3c364c6cf1d89d6ea5767580c9fd480f5a9c6 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 109.0, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6994778572401656, "n_train_users": 205, "n_train_chunks": 475, "n_dev_chunks": 118, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 84.5, "flip_max_diff": 0.0, "peak_gb": 1.17} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-rekt-csN256-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-rekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..85e9af10a4b7b0db253a0f77ffe72826786e1790 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 251.0, "epochs": 71, "best_epoch": 61, "dev_auc_pykt": 0.7836433432512735, "n_train_users": 205, "n_train_chunks": 474, "n_dev_chunks": 116, "batch_size": 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0000000000000000000000000000000000000000..30d9b71502fa32b0f7a9eb24334d225fff459b1a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 52.9, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7244934697323335, "n_train_users": 26, "n_train_chunks": 59, "n_dev_chunks": 14, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 65.8, "flip_max_diff": 0.0, "peak_gb": 0.31} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-rekt-csN32-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-rekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c358e15d3b52eac0f52042fdc8eb02c7a92cd817 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 59.7, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.6633781599059376, "n_train_users": 26, "n_train_chunks": 60, "n_dev_chunks": 15, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 49.9, "flip_max_diff": 0.0, "peak_gb": 0.32} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-rekt-csN32-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-rekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ac5d7e6f6b3bf6e421273d48ff0b208cc0b5d374 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.1, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5716281821148825, "n_train_users": 26, "n_train_chunks": 64, "n_dev_chunks": 16, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 48.2, "flip_max_diff": 0.0, "peak_gb": 0.31} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-rekt-csN64-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-rekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a0c9dae16a26e1fe13eb32bd5db50ba09b8e32fb --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 112.2, "epochs": 49, "best_epoch": 39, "dev_auc_pykt": 0.7420248184019371, "n_train_users": 51, "n_train_chunks": 114, "n_dev_chunks": 28, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 84.2, "flip_max_diff": 0.0, "peak_gb": 0.54} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-rekt-csN64-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-rekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a0ff1248dc3b2607ac998097da13f2cbbeef3919 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 141.0, "epochs": 69, "best_epoch": 59, "dev_auc_pykt": 0.7385685668464212, "n_train_users": 51, "n_train_chunks": 125, "n_dev_chunks": 28, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 86.5, "flip_max_diff": 0.0, "peak_gb": 0.58} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-rekt-csN8-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-rekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ea3bb197142c28785a9e695681cd6c68581860b7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 89.5, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.673941798941799, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 98.2, "flip_max_diff": 0.0, "peak_gb": 0.31} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-rekt-csN8-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-rekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..acbeed17351c1d216ff03bea29129e06194e8d11 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 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b/pykt/xes3g5m/coldstart/pykt-rekt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2188.7, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.8114152955432423, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 84.8, "flip_max_diff": 0.0, "peak_gb": 1.17} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-rekt-ics1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-rekt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0363cd3399eef651f68bdfcef8f48110969bc508 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2022.6, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.8120222189930317, "n_train_users": 2880, "n_train_chunks": 5561, "n_dev_chunks": 1423, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 3.2, "flip_max_diff": 0.0, "peak_gb": 1.19} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-rekt-ics2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-rekt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c202e69ab3a41a461ec3f531a9e1b63f370e07b1 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-rekt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2851.5, "epochs": 59, "best_epoch": 49, "dev_auc_pykt": 0.8102738092276349, "n_train_users": 2880, "n_train_chunks": 5705, "n_dev_chunks": 1412, "batch_size": 256, "seq_len": 200, "n_val_users": 720, "score_s": 5.0, "flip_max_diff": 0.0, "peak_gb": 1.19} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csN128-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ff599ac686068ad56870a8d5192e9fa5b7793718 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN128-s0/train_info.json.done @@ -0,0 +1 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a/pykt/xes3g5m/coldstart/pykt-robustkt-csN128-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f8822241ef5e312d8206a64450eb615da958212f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 39.7, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.7456187611290235, "n_train_users": 102, "n_train_chunks": 242, "n_dev_chunks": 57, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 62.1, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csN128-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..69311d7dbc1de2974d4736ef450636369711251d --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN128-s3/train_info.json.done @@ -0,0 +1 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a/pykt/xes3g5m/coldstart/pykt-robustkt-csN16-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8644d336d25781f8f5a43281dd1951ef5b5a938e --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.9, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7796794105933892, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 108.9, "flip_max_diff": 0.0, "peak_gb": 4.29} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csN16-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..56f3984ef5992e7902f9a6c4d2cebbe5a5280dae --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/xes3g5m/coldstart/pykt-robustkt-csN16-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7356cc308b85f66bacaf0f9ee0d93c05fe5100d9 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.3, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.6776109215017065, "n_train_users": 13, "n_train_chunks": 30, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 60.6, "flip_max_diff": 0.0, "peak_gb": 4.42} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csN16-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a4468a39442b8105176eaa5564ba9a20d21db2aa --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/xes3g5m/coldstart/pykt-robustkt-csN256-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0dbf0b41cebafcb7cbac26d8906878d58680931b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 117.8, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.736987463661269, "n_train_users": 205, "n_train_chunks": 466, "n_dev_chunks": 121, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 63.5, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csN256-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0deb2c0ce558f2657664c8a1adb79ed8555e0f4c --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN256-s2/train_info.json.done @@ -0,0 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a/pykt/xes3g5m/coldstart/pykt-robustkt-csN256-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9dc69a299d356337c9fa61b387c06e9a0d0e0889 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 89.8, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7033487705974417, "n_train_users": 205, "n_train_chunks": 487, "n_dev_chunks": 110, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 61.3, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csN32-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..51b87f11df58971baca931650cb5c3de168baaaf --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN32-s0/train_info.json.done @@ -0,0 +1 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a/pykt/xes3g5m/coldstart/pykt-robustkt-csN32-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..30d065c5ba51c6988ea3f25393a0d21eb29b9ae5 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.49502498530276307, "n_train_users": 26, "n_train_chunks": 60, "n_dev_chunks": 15, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 48.4, "flip_max_diff": 0.0, "peak_gb": 8.75} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csN32-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..54756d20d4336492252e119cb87af5a2a15d82b6 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ea45fe96bb5d8324e8cfe718b996acd67016e945 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.6, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.727873009758603, "n_train_users": 51, "n_train_chunks": 114, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 62.5, "flip_max_diff": 0.0, "peak_gb": 9.33} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cd3fde01c84c44c28d30c222da8d3c178a6c37a0 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.7, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.7307186240687451, "n_train_users": 51, "n_train_chunks": 119, "n_dev_chunks": 32, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 56.6, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d5219e5e1513ce27ec790ebdf32149d6e7324787 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 31.9, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.698557714958775, "n_train_users": 51, "n_train_chunks": 123, "n_dev_chunks": 29, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 60.4, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7c6775b533785d1a6cdf6266fa57d2e4984e3d10 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 51.6, "epochs": 64, "best_epoch": 54, "dev_auc_pykt": 0.7101611418706574, "n_train_users": 51, "n_train_chunks": 118, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 65.6, "flip_max_diff": 0.0, "peak_gb": 9.33} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..18cb1b6ce03305354e7856811a1ee831efb7898f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/xes3g5m/coldstart/pykt-robustkt-csN8-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9d50a1312072403b9841a61588ac6abb730b20cd --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.5, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.647023043630834, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 53.4, "flip_max_diff": 0.0, "peak_gb": 1.98} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csN8-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..490e114d27c2ff0cef195d9b4871f0ea41f0bda1 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 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b/pykt/xes3g5m/coldstart/pykt-robustkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f20faaf4c65636b94bcb65afefd2fe69cf91e414 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.9, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.7275362318840579, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 49.9, "flip_max_diff": 0.0, "peak_gb": 1.98} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csNall-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0222d8504fc7cbac344c9fb6f6030277989ae6b1 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1968.9, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.7968273262800613, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 56.2, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csNall-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b96d4ff3ea349c076e138aebca0978fdf978aea4 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1917.5, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.8037800210373193, "n_train_users": 2880, "n_train_chunks": 6628, "n_dev_chunks": 1671, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 63.7, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csNall-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..697b703e77083a06f62d54325a5bc5e5fd7603c6 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1887.8, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.797789455158284, "n_train_users": 2880, "n_train_chunks": 6641, "n_dev_chunks": 1658, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 62.3, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-csNall-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..60962e38bbcb1eafdc3b52b7b95b6c3bf252e217 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1680.8, "epochs": 49, "best_epoch": 39, "dev_auc_pykt": 0.8011944425707489, "n_train_users": 2880, "n_train_chunks": 6659, "n_dev_chunks": 1640, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 34.0, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-ics0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..422077e2f7c0e79ca13f4ece68ee2bc87ac1a67e --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2154.6, "epochs": 51, "best_epoch": 41, "dev_auc_pykt": 0.7930681211729733, "n_train_users": 2880, "n_train_chunks": 5697, "n_dev_chunks": 1438, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 2.8, "flip_max_diff": 0.0, "peak_gb": 9.33} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-robustkt-ics2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-robustkt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..257e019329d1003e9e56eda74bd23b8e31151df9 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-robustkt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1968.3, "epochs": 49, "best_epoch": 39, "dev_auc_pykt": 0.794700587843115, "n_train_users": 2880, "n_train_chunks": 5705, "n_dev_chunks": 1412, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 1.6, "flip_max_diff": 0.0, "peak_gb": 9.33} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-saint-csNall-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-saint-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b32f71e94fe61b60ca23d8ee8a56e8c36f62c285 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-saint-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 690.8, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7656249280969645, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 26.5, "flip_max_diff": 0.0, "peak_gb": 3.98} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-saint-ics0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-saint-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c38bc5b6c0d5def5de1b45ecc112fc2781fb670e --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-saint-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 705.0, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.7313213330257725, "n_train_users": 2880, "n_train_chunks": 5697, "n_dev_chunks": 1438, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 1.4, "flip_max_diff": 0.0, "peak_gb": 3.98} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-saint-ics1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-saint-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..687c10c3a3c256219488bdadea0348af36831281 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-saint-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 518.0, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7688462957400212, "n_train_users": 2880, "n_train_chunks": 5561, "n_dev_chunks": 1423, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 3.98} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-saint-ics2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-saint-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..86de19328990ca96987102da7261f0ad9296236d --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-saint-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 520.3, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.7382108624027226, "n_train_users": 2880, "n_train_chunks": 5705, "n_dev_chunks": 1412, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 3.98} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-saint_plus_plus-csNall-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-saint_plus_plus-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e7fd22bc4caed2d08ea098e4b5ff2b19a1d8864c --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-saint_plus_plus-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 590.4, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.7898812648285802, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 36.2, "flip_max_diff": 0.0, "peak_gb": 4.09} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-saint_plus_plus-ics0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-saint_plus_plus-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cd0315a631635231dcf2863fa28c887de1811cd5 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-saint_plus_plus-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 342.3, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7830954355631573, "n_train_users": 2880, "n_train_chunks": 5697, "n_dev_chunks": 1438, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 1.6, "flip_max_diff": 0.0, "peak_gb": 4.09} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-saint_plus_plus-ics1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-saint_plus_plus-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..aa4f83c427cf68bb5fb043c76688551d39cf6361 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-saint_plus_plus-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 408.2, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.7914535827759501, "n_train_users": 2880, "n_train_chunks": 5561, "n_dev_chunks": 1423, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 4.09} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ca674df03380207fa2410daf423e6e75192e0824 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 349.4, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7878989385996304, "n_train_users": 2880, "n_train_chunks": 5705, "n_dev_chunks": 1412, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 2.8, "flip_max_diff": 0.0, "peak_gb": 4.09} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sakt-csNall-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sakt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5f484b7ee84cf6beb2eedfa6e41a47685619c9c6 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sakt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 62.1, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7387623391510528, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 12.6, "flip_max_diff": 0.0, "peak_gb": 0.43} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sakt-ics0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sakt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..919e526a83a68ec36d572266554127e693d221f2 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sakt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 59.4, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7223218354086514, "n_train_users": 2880, "n_train_chunks": 5697, "n_dev_chunks": 1438, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 0.6, "flip_max_diff": 0.0, "peak_gb": 0.43} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sakt-ics1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sakt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6b3a284b11156ccc2f0133ddcf7255ad6beab675 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sakt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.6, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7371278804949686, "n_train_users": 2880, "n_train_chunks": 5561, "n_dev_chunks": 1423, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 0.3, "flip_max_diff": 0.0, "peak_gb": 0.43} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sakt-ics2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sakt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cd8770423000003bf3d3ad3dbf0e6fc5a25e036e --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sakt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 36.5, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7300667331918134, "n_train_users": 2880, "n_train_chunks": 5705, "n_dev_chunks": 1412, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 0.4, "flip_max_diff": 0.0, "peak_gb": 0.43} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..274993d813cf7da48a6ee5e4094c580d6b752e3d --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 23.3, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.7034387132918639, "n_train_users": 102, "n_train_chunks": 232, "n_dev_chunks": 61, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 14.2, "flip_max_diff": 0.0, "peak_gb": 0.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..14f19ae80fc68d494c9d3e76091f76bae7006991 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.1, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.7471301365876806, "n_train_users": 102, "n_train_chunks": 239, "n_dev_chunks": 54, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 15.6, "flip_max_diff": 0.0, "peak_gb": 0.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3e9d7361f47d1f2696be65797cc97635d3e9daa4 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.4, "epochs": 59, "best_epoch": 49, "dev_auc_pykt": 0.7409393907960865, "n_train_users": 102, "n_train_chunks": 242, "n_dev_chunks": 57, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 16.0, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ea121fa49ffb3543175e3cc24d2171d8349131cc --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 37.8, "epochs": 101, "best_epoch": 91, "dev_auc_pykt": 0.6730901789622925, "n_train_users": 102, "n_train_chunks": 230, "n_dev_chunks": 59, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 14.2, "flip_max_diff": 0.0, "peak_gb": 0.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..00532af02d52e9055fc8a59c49ac658ca69e758a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.1, "epochs": 67, "best_epoch": 57, "dev_auc_pykt": 0.7198332027925666, "n_train_users": 102, "n_train_chunks": 244, "n_dev_chunks": 59, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 8.9, "flip_max_diff": 0.0, "peak_gb": 0.89} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..db4675b04c1ed6c6095caecd74c42eb7702a390f --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.2, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.7369723217841497, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 25.2, "flip_max_diff": 0.0, "peak_gb": 0.56} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7a6036b4763536740b2682a367bc7c2739be6b58 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.0, "epochs": 66, "best_epoch": 56, "dev_auc_pykt": 0.6488489806152351, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 13.9, "flip_max_diff": 0.0, "peak_gb": 0.56} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..604749ddcb5ffeadcdff1759110ce0ece7e5eea4 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.9, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.6886968914224636, "n_train_users": 13, "n_train_chunks": 31, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 14.0, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cf802567487cb6c103ac2641936a90ee722e3dcd --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.6, "epochs": 79, "best_epoch": 69, "dev_auc_pykt": 0.6771331058020478, "n_train_users": 13, "n_train_chunks": 30, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 13.5, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..335d908e12d72fc145d0e4e40e5a614a3c8809bf --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 73.8, "epochs": 70, "best_epoch": 60, "dev_auc_pykt": 0.6712264592897967, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 8, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 8.2, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..63560d2f81a01086c84ebaafd5e8039d11fc1580 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 50.1, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.7424739020098154, "n_train_users": 205, "n_train_chunks": 475, "n_dev_chunks": 118, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 16.3, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6312e046f8cbc5251302d402e013004b37c93352 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 47.8, "epochs": 76, "best_epoch": 66, "dev_auc_pykt": 0.7379715408969362, "n_train_users": 205, "n_train_chunks": 466, "n_dev_chunks": 121, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 13.9, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8448e13e690de88a3012bb43c94c22e524ce589c --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 43.1, "epochs": 64, "best_epoch": 54, "dev_auc_pykt": 0.7520438184524028, "n_train_users": 205, "n_train_chunks": 474, "n_dev_chunks": 116, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 16.2, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b9f576401f57d9b495b43e3d62a98b9ced149038 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 45.2, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.7381775471357503, "n_train_users": 205, "n_train_chunks": 462, "n_dev_chunks": 118, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 14.7, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8817aa3439ec82c9642e6490cfc4379f60f86db7 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 57.8, "epochs": 78, "best_epoch": 68, "dev_auc_pykt": 0.7274170324802602, "n_train_users": 205, "n_train_chunks": 487, "n_dev_chunks": 110, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 17.1, "flip_max_diff": 0.0, "peak_gb": 0.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..894a03e045d46a70c7ca3140564e26e782080437 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.7, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.7289773385641688, "n_train_users": 26, "n_train_chunks": 59, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 14.1, "flip_max_diff": 0.0, "peak_gb": 0.77} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3328644f28ed5a86c67b1aa65fa43b1549339a04 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.9, "epochs": 64, "best_epoch": 54, "dev_auc_pykt": 0.6446291491694974, "n_train_users": 26, "n_train_chunks": 58, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 13.9, "flip_max_diff": 0.0, "peak_gb": 0.76} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5b45de8fbba08f49531c0574c8c9a0e5f6e8d989 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.3, "epochs": 64, "best_epoch": 54, "dev_auc_pykt": 0.638260582010582, "n_train_users": 26, "n_train_chunks": 60, "n_dev_chunks": 15, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 14.7, "flip_max_diff": 0.0, "peak_gb": 0.79} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..47e4c3e11e4979663a6aebda21a794cb52899a8a --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.9, "epochs": 67, "best_epoch": 57, "dev_auc_pykt": 0.6803357187439112, "n_train_users": 26, "n_train_chunks": 61, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 15.2, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d8cf48b013f7dac59fd4e2c1756993e814c83e98 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 65.3, "epochs": 91, "best_epoch": 81, "dev_auc_pykt": 0.7645038290283476, "n_train_users": 26, "n_train_chunks": 64, "n_dev_chunks": 16, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 13.4, "flip_max_diff": 0.0, "peak_gb": 0.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..43d635d3e61bf528b5f33d32a611187d329f9ae6 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.6, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.717255943209333, "n_train_users": 51, "n_train_chunks": 114, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 14.0, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..249e258c7c88fbaec0bb83682c999e76727a376c --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.7, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.6806897784146875, "n_train_users": 51, "n_train_chunks": 119, "n_dev_chunks": 32, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 12.5, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b95f997b4e9802d3ffa4842d558dc70c1f979500 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.8, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.6727420494699647, "n_train_users": 51, "n_train_chunks": 123, "n_dev_chunks": 29, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 14.1, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c30278f285ce6e22b8248dd83c58d93dfce5dbf5 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.8, "epochs": 67, "best_epoch": 57, "dev_auc_pykt": 0.700180980585719, "n_train_users": 51, "n_train_chunks": 118, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 13.3, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c65306bfd302809c9100693958784c9dc2390286 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.1, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.6997759492494399, "n_train_users": 51, "n_train_chunks": 125, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 13.2, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3a01e1c16742db84edabc6e894ad67cab510eaef --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.7, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.65635333994709, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 19.7, "flip_max_diff": 0.0, "peak_gb": 0.56} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2d7b64ed54430c83e8793bff28f56e298e8a7f89 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.2, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.5505439232658791, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 10.9, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a2eff2c5e21c1255c160dbccbade8c264bd59531 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.594483947425124, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 10.9, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1a2ba4cd51a21087dd9f493826ba28ecd5b888fc --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.7, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.6175082409349715, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 5, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 14.4, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4754bcc027891cc773ff91e8284201b9d0a3f0ee --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.1, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.7039251207729469, "n_train_users": 6, "n_train_chunks": 13, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 14.3, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4f8e9e0caa5a216dd423896a0828ce3843e83a33 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 328.1, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.7946037370555259, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 14.6, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..26a467a6452d7f3203f02a400ed72a32701be336 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 261.0, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.7981385076280574, "n_train_users": 2880, "n_train_chunks": 6628, "n_dev_chunks": 1671, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 16.3, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..95f6c8fa9468ba7352118c9f28ec0e317a4638a6 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 255.3, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.7933557701925469, "n_train_users": 2880, "n_train_chunks": 6641, "n_dev_chunks": 1658, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 16.1, "flip_max_diff": 0.0, "peak_gb": 0.87} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-sparsekt-csNall-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-sparsekt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d682bd771c53bbb75b7d1e081f351dcdb376e208 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-sparsekt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 340.5, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.7962142462895124, "n_train_users": 2880, "n_train_chunks": 6659, "n_dev_chunks": 1640, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 17.6, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f9816cc1fc6e5b0cad95b974e15bb79b0ed59db2 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 28.9, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.7134214867838784, "n_train_users": 102, "n_train_chunks": 232, "n_dev_chunks": 61, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 24.5, "flip_max_diff": 0.0, "peak_gb": 2.97} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ced7a91d822b88bd803231d33461095d5e34d19c --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 27.6, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.7615688221047306, "n_train_users": 102, "n_train_chunks": 239, "n_dev_chunks": 54, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 24.6, "flip_max_diff": 0.0, "peak_gb": 2.97} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fa373d1c8240566d1cc452846945b56c405c7880 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.0, "epochs": 41, "best_epoch": 31, "dev_auc_pykt": 0.7490569152005842, "n_train_users": 102, "n_train_chunks": 242, "n_dev_chunks": 57, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 25.1, "flip_max_diff": 0.0, "peak_gb": 2.96} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b3ec3c8a17cdee13d34bb46c405a9eb95ffc4620 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.2, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.6768296098009304, "n_train_users": 102, "n_train_chunks": 230, "n_dev_chunks": 59, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 24.4, "flip_max_diff": 0.0, "peak_gb": 2.97} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ac50a1ece661ab9d7a7732d742657d522af0a5bb --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.8, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.7319407519838406, "n_train_users": 102, "n_train_chunks": 244, "n_dev_chunks": 59, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 15.1, "flip_max_diff": 0.0, "peak_gb": 2.98} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN16-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d3114c87d9880def04587d23bab82172771fc2d5 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.7, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.7708532457188371, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 47.4, "flip_max_diff": 0.0, "peak_gb": 1.45} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN16-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a7e0b2ae2ad428240609eb47263fdcc014a0c66b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.4, "epochs": 67, "best_epoch": 57, "dev_auc_pykt": 0.6708272609029508, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 21.9, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN16-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5efd4ebbb75ab1fc1a504d623475e8191bb0ba20 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/xes3g5m/coldstart/pykt-stablekt-csN16-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d6f0099cbd8a6fb516a003e8a2e0fd717a21e422 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 70.9, "epochs": 94, "best_epoch": 84, "dev_auc_pykt": 0.6776601392922952, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 8, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 24.7, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN256-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..95a0b3497c542bfe27a2fb27c6035ba894202a67 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/xes3g5m/coldstart/pykt-stablekt-csN256-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..73c44867eb397c6f612cb8fe80c04cb154898ed3 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 42.6, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7551060392809161, "n_train_users": 205, "n_train_chunks": 474, "n_dev_chunks": 116, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 25.1, "flip_max_diff": 0.0, "peak_gb": 2.96} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN256-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8767b273d3a29a26f7e0b18c363fb9cb223a2e8e --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN256-s3/train_info.json.done @@ -0,0 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a/pykt/xes3g5m/coldstart/pykt-stablekt-csN32-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..52b072d16e59ff94d1ef6c42719ca8798015ad64 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.1, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.7559136581086225, "n_train_users": 26, "n_train_chunks": 59, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 25.5, "flip_max_diff": 0.0, "peak_gb": 2.74} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN32-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c3e2736f7caed1888e75599fb9349505cc56c69b --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/xes3g5m/coldstart/pykt-stablekt-csN32-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f43f50f7942427890867146b585908e12724e493 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.9, "epochs": 69, "best_epoch": 59, "dev_auc_pykt": 0.7073887184500005, "n_train_users": 26, "n_train_chunks": 61, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 22.0, "flip_max_diff": 0.0, "peak_gb": 2.83} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN32-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4da00544c08b83cfe69c0097e0f78412b28f07b3 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/xes3g5m/coldstart/pykt-stablekt-csN64-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ca898a5ff34c607dc6f39f5db8705b784856d905 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 26.7, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.7207949028891619, "n_train_users": 51, "n_train_chunks": 119, "n_dev_chunks": 32, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 24.2, "flip_max_diff": 0.0, "peak_gb": 2.96} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN64-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cc31e3b2e6335f9be23d5c8b7962851bce51a2ae --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/xes3g5m/coldstart/pykt-stablekt-csN64-s4/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..03d150bf2faf6e42f1d132458c1098bbfca91e9d --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.7, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.7219882180549705, "n_train_users": 51, "n_train_chunks": 125, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 23.1, "flip_max_diff": 0.0, "peak_gb": 2.96} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN8-s0/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bdbb6b575eeeedcb383776c9e422e58c5b3e3f79 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/xes3g5m/coldstart/pykt-stablekt-csN8-s2/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0cf1ee2a906435b90731a939b2854a3d1894d861 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.1, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.5947263520792933, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 24.5, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csN8-s3/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0ff02f38563f55a9711348b22d490a20db71660d --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 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b/pykt/xes3g5m/coldstart/pykt-stablekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..946ee1843403729f1e04738ba5f5fcc3734341e2 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 509.4, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.8012703180367499, "n_train_users": 2880, "n_train_chunks": 6638, "n_dev_chunks": 1661, "batch_size": 64, "seq_len": 200, "n_val_users": 720, "score_s": 28.6, "flip_max_diff": 0.0, "peak_gb": 2.96} \ No newline at end of file diff --git a/pykt/xes3g5m/coldstart/pykt-stablekt-csNall-s1/train_info.json.done b/pykt/xes3g5m/coldstart/pykt-stablekt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0f5f7cb22ffd567772f5fbb4acea987261aa2bd2 --- /dev/null +++ b/pykt/xes3g5m/coldstart/pykt-stablekt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 448.7, "epochs": 23, "best_epoch": 13, 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