diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a16d315b82a209bfb5ae0eadea8e0d72454ac264 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.2, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.596067312823045, "n_train_users": 26, "n_train_chunks": 118, "n_dev_chunks": 15, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 10.6, "flip_max_diff": 0.0, "peak_gb": 5.32} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8cb7fd8446a6460761b395cdb41d858a719cce53 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.2, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6693076424768134, "n_train_users": 51, "n_train_chunks": 263, "n_dev_chunks": 71, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 15.2, "flip_max_diff": 0.0, "peak_gb": 11.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN64-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..22594999ee4afb3217986488242d94d544774c08 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.2, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6517536056687119, "n_train_users": 51, "n_train_chunks": 249, "n_dev_chunks": 80, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 16.4, "flip_max_diff": 0.0, "peak_gb": 10.93} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1df2bbd3223a1dc115761947f0dd474af1d817a1 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.0, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6238747592485531, "n_train_users": 51, "n_train_chunks": 250, "n_dev_chunks": 54, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 15.2, "flip_max_diff": 0.0, "peak_gb": 10.98} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN64-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..785e35c919c4889a4488d9ed33ce772dca15ecf8 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.0, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6836137054266712, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 48, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 16.7, "flip_max_diff": 0.0, "peak_gb": 8.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN64-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bcbafc01b9e7f6216e9607a7866d642e774ad8ab --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.0, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7045396792153167, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 57, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 10.5, "flip_max_diff": 0.0, "peak_gb": 8.79} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f246ca6062742fd8d2f02a6f1d1b2e753b535ee5 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.5, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.5975900561873109, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 10, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 26.2, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN8-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a4676406b9e890e1f7a01eb5b57e237a5d2dbb86 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.7, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.5250420875420876, "n_train_users": 6, "n_train_chunks": 30, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 12.1, "flip_max_diff": 0.0, "peak_gb": 1.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN8-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0cb9cdb5844672c7588d4799f1c4a86e9a53a72d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.7, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6298207015148067, "n_train_users": 6, "n_train_chunks": 35, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 14.6, "flip_max_diff": 0.0, "peak_gb": 1.78} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN8-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a09cbdf12e55138cfc4554510a5e93391c919062 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.2, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6116377759303148, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 15.9, "flip_max_diff": 0.0, "peak_gb": 1.2} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csN8-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c7184028b4b622a78224772a23c493f344ea0635 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.5, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5392132843337416, "n_train_users": 6, "n_train_chunks": 16, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 10.7, "flip_max_diff": 0.0, "peak_gb": 1.18} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..98e99a93e6274acad91179f586f2d2cc95e31882 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 579.2, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.7621301054248222, "n_train_users": 983, "n_train_chunks": 4659, "n_dev_chunks": 1096, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 20.7, "flip_max_diff": 0.0, "peak_gb": 11.23} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csNall-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cf006553a1db89a5d3597ed73779ee6db467fbb3 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 501.0, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.7725907575862949, "n_train_users": 983, "n_train_chunks": 4602, "n_dev_chunks": 1153, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 20.4, "flip_max_diff": 0.0, "peak_gb": 11.23} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csNall-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..109b5b2be000514dda5cbab6656cb02e4b8965da --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 545.1, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.764671511026018, "n_train_users": 983, "n_train_chunks": 4611, "n_dev_chunks": 1144, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 17.6, "flip_max_diff": 0.0, "peak_gb": 11.23} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csNall-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..74aac6bd7a22782f9b7405fcdfcfe3ba9a9375dd --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 561.3, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.7664135271932737, "n_train_users": 983, "n_train_chunks": 4576, "n_dev_chunks": 1179, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 20.0, "flip_max_diff": 0.0, "peak_gb": 11.23} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-extrakt-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-extrakt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..16ed9630987d1b5e33f85a2bb4060252c417481d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-extrakt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 541.1, "epochs": 41, "best_epoch": 31, "dev_auc_pykt": 0.7584115925694561, "n_train_users": 983, "n_train_chunks": 4613, "n_dev_chunks": 1142, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 21.7, "flip_max_diff": 0.0, "peak_gb": 11.23} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0e0c33868394d7eb5205661bf5d68079e1b9544f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 33.2, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6387275416642708, "n_train_users": 102, "n_train_chunks": 526, "n_dev_chunks": 126, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 42.4, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN128-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8ccc445ab5703c72dc9731e232541b9d86649173 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.4, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6776628666847824, "n_train_users": 102, "n_train_chunks": 475, "n_dev_chunks": 102, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 45.3, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN128-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ebe86556c55593135d1d92ac2a831a25b5033ac9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.4, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6178856955946739, "n_train_users": 102, "n_train_chunks": 492, "n_dev_chunks": 139, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 37.2, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN128-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..96c4d6b001a3806a8d7aa5ead95c137884817872 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.7, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6358905569511789, "n_train_users": 102, "n_train_chunks": 451, "n_dev_chunks": 126, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 43.9, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..34f46521258884bea86bda5ccddda234d4f21df2 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 24.1, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6325037513659865, "n_train_users": 102, "n_train_chunks": 397, "n_dev_chunks": 92, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 42.7, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bfd23c13a09bfb23c7ce46ea20a587b6437dcaec --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.3, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.6107731933500689, "n_train_users": 13, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 70.5, "flip_max_diff": 0.0, "peak_gb": 7.16} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN16-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0ef73c15b0004f0c283d36b8451bf53adb6d61f7 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.1, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6523482245131729, "n_train_users": 13, "n_train_chunks": 54, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 36.1, "flip_max_diff": 0.0, "peak_gb": 6.92} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b014b3b3d2a1732b658fd2b2b705311e87370b0f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.9, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.6096389276305595, "n_train_users": 13, "n_train_chunks": 64, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 42.5, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN16-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0dad1196861d621e1c66db281643117a4e571ced --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.8, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.5731934693245254, "n_train_users": 13, "n_train_chunks": 36, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 42.9, "flip_max_diff": 0.0, "peak_gb": 4.75} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..187254566e0cb5d010f368389ad342671fc11dec --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.5385800383773413, "n_train_users": 13, "n_train_chunks": 53, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 41.4, "flip_max_diff": 0.0, "peak_gb": 6.8} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..62eba152490cd41b9a1b247122342c58c245643e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 352.6, "epochs": 68, "best_epoch": 58, "dev_auc_pykt": 0.7422730987022138, "n_train_users": 205, "n_train_chunks": 1017, "n_dev_chunks": 216, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 40.5, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN256-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..62ea69beb3a88d6fa7005e979c792eeaf80671ad --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 476.7, "epochs": 104, "best_epoch": 94, "dev_auc_pykt": 0.7318681064075554, "n_train_users": 205, "n_train_chunks": 954, "n_dev_chunks": 240, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 43.3, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN256-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dd33542e11852ee90beabeb8f4c5fcb61a48e0c9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 372.0, "epochs": 77, "best_epoch": 67, "dev_auc_pykt": 0.7231781505992434, "n_train_users": 205, "n_train_chunks": 955, "n_dev_chunks": 227, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 45.1, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN256-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..174cb7e11f5ca0aab07b5f4877609b02cf6fb612 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 311.5, "epochs": 70, "best_epoch": 60, "dev_auc_pykt": 0.7369892212343677, "n_train_users": 205, "n_train_chunks": 910, "n_dev_chunks": 225, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 40.7, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8cecd58928ecd7770cbacb478ed8be8a059f275d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 316.8, "epochs": 73, "best_epoch": 63, "dev_auc_pykt": 0.7283524106198372, "n_train_users": 205, "n_train_chunks": 838, "n_dev_chunks": 209, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 41.7, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6c3403dd7339e6d41723dd5b7b2b02efa8f9a0cd --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.3, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6210459300608122, "n_train_users": 26, "n_train_chunks": 103, "n_dev_chunks": 43, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 30.5, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN32-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..539b6666c27a09ae85c72ef5a9dc51556a511e05 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.8, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6754845548152635, "n_train_users": 26, "n_train_chunks": 117, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 39.2, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..189fcb9159824f1822249eda47f45a680b9f5dd6 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.9, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6120882943083186, "n_train_users": 26, "n_train_chunks": 134, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 33.6, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN32-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fe7d93acab3d1c5edb16e50fa26433e697131ac4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.3, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6565838363076415, "n_train_users": 26, "n_train_chunks": 91, "n_dev_chunks": 37, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 34.7, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..df5caa9af2f706c92817b06f8e3d2565808fee5e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.3, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5885491745179712, "n_train_users": 26, "n_train_chunks": 118, "n_dev_chunks": 15, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 22.7, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e60b881108b2f689296fc2c5abc8b58923d33740 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.2, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6052298115055853, "n_train_users": 51, "n_train_chunks": 263, "n_dev_chunks": 71, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 41.3, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN64-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d1141a64631d8b723961c1efa5cc0577542742bc --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.3, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.637442470722862, "n_train_users": 51, "n_train_chunks": 249, "n_dev_chunks": 80, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 37.4, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a99d27f69051b8a165affd559070740069675e8e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.1, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6130487658466323, "n_train_users": 51, "n_train_chunks": 250, "n_dev_chunks": 54, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 42.4, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN64-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d2795da406fc18187e29c1f3055755d806e3f99d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.9, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6613511381449784, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 48, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 39.2, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN64-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2fd7230590ee4c4327718cc56f4b5fa10a11c41b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.5, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6828270241024835, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 57, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 21.7, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..67f6a2347e3ca2e7044cb7805feb7f9b0210498b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.7, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5559339463761419, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 10, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 64.9, "flip_max_diff": 0.0, "peak_gb": 3.79} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN8-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..32fc78588ba2931d7c394d8296ec060db1a85e3c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.6, "epochs": 69, "best_epoch": 59, "dev_auc_pykt": 0.5548039923039922, "n_train_users": 6, "n_train_chunks": 30, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 36.7, "flip_max_diff": 0.0, "peak_gb": 4.02} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN8-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..04b9613610b995277006df41b22ab3ae775da0a0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.1, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.643552588321574, "n_train_users": 6, "n_train_chunks": 35, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 42.7, "flip_max_diff": 0.0, "peak_gb": 4.62} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN8-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b4cf998b2d0c83136d13921f37216aa7f36534a6 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.1, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.5836135548634462, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 38.5, "flip_max_diff": 0.0, "peak_gb": 3.05} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csN8-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..019f163e9d8307544c670b9219bead36929390d5 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.9, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5395263372805227, "n_train_users": 6, "n_train_chunks": 16, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 24.4, "flip_max_diff": 0.0, "peak_gb": 2.33} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..defccd35a675587f9a64c742d51d14eb39c2e832 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2311.3, "epochs": 93, "best_epoch": 83, "dev_auc_pykt": 0.7754003073684705, "n_train_users": 983, "n_train_chunks": 4659, "n_dev_chunks": 1096, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 48.6, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csNall-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e12aa256c292b4414f67ebdb0b8117263b02c93d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2110.3, "epochs": 80, "best_epoch": 70, "dev_auc_pykt": 0.7819878065379879, "n_train_users": 983, "n_train_chunks": 4602, "n_dev_chunks": 1153, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 50.6, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csNall-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2d47bc019ad0bc31190dc8f357ee4ca8cf39fc7c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1643.1, "epochs": 66, "best_epoch": 56, "dev_auc_pykt": 0.7802961124381527, "n_train_users": 983, "n_train_chunks": 4611, "n_dev_chunks": 1144, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 48.8, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csNall-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6f475e7948d26591f776b9713b967ba76c3a3faf --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1266.8, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.7753708901201116, "n_train_users": 983, "n_train_chunks": 4576, "n_dev_chunks": 1179, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 48.7, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bfb4826ec845ee09de5175da5ee3bb2258980db9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2063.9, "epochs": 80, "best_epoch": 70, "dev_auc_pykt": 0.7739036012800798, "n_train_users": 983, "n_train_chunks": 4613, "n_dev_chunks": 1142, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 52.4, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-ics0/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bc38b6e4eb7e5e5eac377c36e1497a32a21a8680 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2030.5, "epochs": 91, "best_epoch": 81, "dev_auc_pykt": 0.7729204811824819, "n_train_users": 983, "n_train_chunks": 3812, "n_dev_chunks": 901, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 3.4, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-folibikt-ics1/train_info.json.done b/pykt/assist2017/coldstart/pykt-folibikt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e8b7901ed0791bb532e6567f5207507450e75869 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-folibikt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1995.4, "epochs": 93, "best_epoch": 83, "dev_auc_pykt": 0.782639199433224, "n_train_users": 983, "n_train_chunks": 3759, "n_dev_chunks": 950, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 2.5, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8b3abb2956fca594481f57c431fe2ad3f0027167 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 566.5, "epochs": 93, "best_epoch": 83, "dev_auc_pykt": 0.7548221678870801, "n_train_users": 102, "n_train_chunks": 371, "n_dev_chunks": 91, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 69.4, "flip_max_diff": 0.0, "peak_gb": 1.3} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN128-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cbc39411d3f6497f1f3ecee0bad6288a3de30e1c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1395.6, "epochs": 82, "best_epoch": 72, "dev_auc_pykt": 0.7437777155478916, "n_train_users": 102, "n_train_chunks": 334, "n_dev_chunks": 76, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 369.8, "flip_max_diff": 0.0, "peak_gb": 1.3} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN128-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..addbb45466396e1f27956974fb63b84d8a97d64a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 473.1, "epochs": 83, "best_epoch": 73, "dev_auc_pykt": 0.7107834964474019, "n_train_users": 102, "n_train_chunks": 356, "n_dev_chunks": 101, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 87.3, "flip_max_diff": 0.0, "peak_gb": 1.3} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN128-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0a4d1b7568ea2652c092593ed666cd09c3452def --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 501.8, "epochs": 87, "best_epoch": 77, "dev_auc_pykt": 0.7218098156486782, "n_train_users": 102, "n_train_chunks": 327, "n_dev_chunks": 90, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 73.1, "flip_max_diff": 0.0, "peak_gb": 1.29} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..034b07557435b22961fb20729e42e5a68e03f792 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 613.2, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.6689621308973935, "n_train_users": 102, "n_train_chunks": 287, "n_dev_chunks": 68, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 233.2, "flip_max_diff": 0.0, "peak_gb": 1.28} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f88c684d80409d269bcd8e6fb963c238d515cfd0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 169.5, "epochs": 61, "best_epoch": 51, "dev_auc_pykt": 0.6683116199499933, "n_train_users": 13, "n_train_chunks": 39, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 67.4, "flip_max_diff": 0.0, "peak_gb": 0.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN16-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1104dd4a90be2b9561dc8657ac914fb61e4e7c6c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 289.5, "epochs": 63, "best_epoch": 53, "dev_auc_pykt": 0.6475463588455126, "n_train_users": 13, "n_train_chunks": 39, "n_dev_chunks": 10, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 130.7, "flip_max_diff": 0.0, "peak_gb": 0.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8ba3de81cdcf541fccba0da0c20d5b8dd67846c9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 146.7, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.6792452830188679, "n_train_users": 13, "n_train_chunks": 44, "n_dev_chunks": 10, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 70.2, "flip_max_diff": 0.0, "peak_gb": 0.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN16-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b15bc0c472cbd9a36106c5aeab1e07a7432a0e6d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 142.5, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.584070796460177, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 8, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 71.9, "flip_max_diff": 0.0, "peak_gb": 0.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bb8f0c997cbeb169fcb965b76a1b3c1b28164dd0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 33.6, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5317019210015109, "n_train_users": 13, "n_train_chunks": 38, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 67.9, "flip_max_diff": 0.0, "peak_gb": 0.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c8e8afa8b0e9d59b02fdb39798be3648360b455d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 686.9, "epochs": 77, "best_epoch": 67, "dev_auc_pykt": 0.749850162425209, "n_train_users": 205, "n_train_chunks": 723, "n_dev_chunks": 159, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 123.7, "flip_max_diff": 0.0, "peak_gb": 1.3} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN256-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3842a9886fce9d9e612533ed46f544d39d199e09 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1031.3, "epochs": 100, "best_epoch": 90, "dev_auc_pykt": 0.7525302412956619, "n_train_users": 205, "n_train_chunks": 680, "n_dev_chunks": 168, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 74.7, "flip_max_diff": 0.0, "peak_gb": 1.3} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN256-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c684acd577a43a87bc70ffa2b96e6fca00a76432 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1728.3, "epochs": 74, "best_epoch": 64, "dev_auc_pykt": 0.7376848031033201, "n_train_users": 205, "n_train_chunks": 686, "n_dev_chunks": 169, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 201.3, "flip_max_diff": 0.0, "peak_gb": 1.3} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN256-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b85488a9963e4410060f56282ba867693e3fb270 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1935.0, "epochs": 67, "best_epoch": 57, "dev_auc_pykt": 0.7483815078264956, "n_train_users": 205, "n_train_chunks": 659, "n_dev_chunks": 159, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 185.2, "flip_max_diff": 0.0, "peak_gb": 1.29} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5651c35807c0811c0363bd8e790997b279112d25 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1875.6, "epochs": 89, "best_epoch": 79, "dev_auc_pykt": 0.751507659105396, "n_train_users": 205, "n_train_chunks": 602, "n_dev_chunks": 149, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 206.6, "flip_max_diff": 0.0, "peak_gb": 1.29} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..94646e87ef11c72d47b5c9ab68165c65dc91a1b3 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 123.4, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.6194519414714854, "n_train_users": 26, "n_train_chunks": 74, "n_dev_chunks": 31, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 67.5, "flip_max_diff": 0.0, "peak_gb": 0.38} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN32-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4f4fc28e5509e0adc77ac13881a18f57b7075003 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 633.3, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.6796786251573486, "n_train_users": 26, "n_train_chunks": 82, "n_dev_chunks": 21, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 466.3, "flip_max_diff": 0.0, "peak_gb": 0.43} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b90000d3440274eb346a23403f03f42c8bbf4e5d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 362.4, "epochs": 62, "best_epoch": 52, "dev_auc_pykt": 0.6532500201008489, "n_train_users": 26, "n_train_chunks": 97, "n_dev_chunks": 21, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 179.7, "flip_max_diff": 0.0, "peak_gb": 0.5} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN32-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c69856a09db47fe93ac036e61813a2120c336679 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 374.0, "epochs": 50, "best_epoch": 40, "dev_auc_pykt": 0.6542909967957407, "n_train_users": 26, "n_train_chunks": 68, "n_dev_chunks": 27, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 211.9, "flip_max_diff": 0.0, "peak_gb": 0.35} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b6c9df2ea3753e3f0694f79ef5315c02b9e7d6c8 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 81.3, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.637190508387263, "n_train_users": 26, "n_train_chunks": 86, "n_dev_chunks": 10, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 71.5, "flip_max_diff": 0.0, "peak_gb": 0.44} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..afcc9a3015a902f0ae322e5d3588dd1226923684 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 327.6, "epochs": 92, "best_epoch": 82, "dev_auc_pykt": 0.7029572845323944, "n_train_users": 51, "n_train_chunks": 187, "n_dev_chunks": 53, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 66.2, "flip_max_diff": 0.0, "peak_gb": 0.95} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN64-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b49d36f1295aa3276d8bad1cbfe34ca7edb6f742 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 315.4, "epochs": 83, "best_epoch": 73, "dev_auc_pykt": 0.6888161320545958, "n_train_users": 51, "n_train_chunks": 174, "n_dev_chunks": 55, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 78.8, "flip_max_diff": 0.0, "peak_gb": 0.89} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cd000e164d39872a6e1239b14b94e802d2641dc9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 635.2, "epochs": 97, "best_epoch": 87, "dev_auc_pykt": 0.663238923670547, "n_train_users": 51, "n_train_chunks": 181, "n_dev_chunks": 38, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 204.0, "flip_max_diff": 0.0, "peak_gb": 0.92} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN64-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..47135d11c3ca524af41570dcc7e02f7a61bbd5f8 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/assist2017/coldstart/pykt-iekt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b0b96b1af60cbd8755dc65476eb47a7e57df970e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 111.0, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.5610966409197055, "n_train_users": 6, "n_train_chunks": 19, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 75.1, "flip_max_diff": 0.0, "peak_gb": 0.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN8-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dcbaeeaab236f4880cce5914fcab62ee78271817 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 317.8, "epochs": 65, "best_epoch": 55, "dev_auc_pykt": 0.5840292907286371, "n_train_users": 6, "n_train_chunks": 21, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 153.5, "flip_max_diff": 0.0, "peak_gb": 0.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN8-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..69ff11b64dd3f6bd8a2dce460334c0028ec2e524 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 81.1, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.5848529525878792, "n_train_users": 6, "n_train_chunks": 23, "n_dev_chunks": 5, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 84.0, "flip_max_diff": 0.0, "peak_gb": 0.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN8-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4f71af56ac7863f897a1aeba7e64b399724761e4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 37.3, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5444139891376072, "n_train_users": 6, "n_train_chunks": 17, "n_dev_chunks": 5, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 70.3, "flip_max_diff": 0.0, "peak_gb": 0.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csN8-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b9650d441d95ca3956c28e1a187e57188e9087db --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 49.7, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.5256607914218648, "n_train_users": 6, "n_train_chunks": 12, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 77.9, "flip_max_diff": 0.0, "peak_gb": 0.34} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f004d32aac2003066d10335d940e02ec242b840a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5804.6, "epochs": 63, "best_epoch": 53, "dev_auc_pykt": 0.7798499743672405, "n_train_users": 983, "n_train_chunks": 3320, "n_dev_chunks": 787, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 139.9, "flip_max_diff": 0.0, "peak_gb": 1.33} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csNall-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b9a0f0f8c2da38426a4a04a2f4057058573c309b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7411.9, "epochs": 67, "best_epoch": 57, "dev_auc_pykt": 0.787964176279668, "n_train_users": 983, "n_train_chunks": 3283, "n_dev_chunks": 824, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 80.4, "flip_max_diff": 0.0, "peak_gb": 1.33} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csNall-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ddb674049cfa5573ee060b19d861da8d86594080 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6708.6, "epochs": 65, "best_epoch": 55, "dev_auc_pykt": 0.7866546131906622, "n_train_users": 983, "n_train_chunks": 3292, "n_dev_chunks": 815, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 215.2, "flip_max_diff": 0.0, "peak_gb": 1.33} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csNall-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e8fa36a7c0a8b5ca58235f8f3995ae5aa692b5de --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3453.6, "epochs": 80, "best_epoch": 70, "dev_auc_pykt": 0.7843039527310819, "n_train_users": 983, "n_train_chunks": 3269, "n_dev_chunks": 838, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 77.2, "flip_max_diff": 0.0, "peak_gb": 1.33} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-iekt-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-iekt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8a0870125f216e8e2add0260c8baf747c4aedc7d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-iekt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4497.6, "epochs": 59, "best_epoch": 49, "dev_auc_pykt": 0.7817506404201918, "n_train_users": 983, "n_train_chunks": 3290, "n_dev_chunks": 817, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 389.1, "flip_max_diff": 0.0, "peak_gb": 1.33} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-kqn-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-kqn-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d2995e6405edba67ebbadc3e66b9a2ddcc1b76b2 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-kqn-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.4, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6442838679275655, "n_train_users": 983, "n_train_chunks": 4613, "n_dev_chunks": 1142, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 5.4, "flip_max_diff": 0.0, "peak_gb": 0.94} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-kqn-ics0/train_info.json.done b/pykt/assist2017/coldstart/pykt-kqn-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fddccbff826e1d023a936f2c43c983319e6c417d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-kqn-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 123.5, "epochs": 75, "best_epoch": 65, "dev_auc_pykt": 0.69693022199191, "n_train_users": 983, "n_train_chunks": 3812, "n_dev_chunks": 901, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 0.4, "flip_max_diff": 0.0, "peak_gb": 0.94} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-kqn-ics1/train_info.json.done b/pykt/assist2017/coldstart/pykt-kqn-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5363c4779b5d72b9ebc5feba45a497845825f884 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-kqn-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 23.8, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6459505770887384, "n_train_users": 983, "n_train_chunks": 3759, "n_dev_chunks": 950, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 0.3, "flip_max_diff": 0.0, "peak_gb": 0.94} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-kqn-ics2/train_info.json.done b/pykt/assist2017/coldstart/pykt-kqn-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b07b4e3d436deefa3a0e54581eb9748ce8ee0bea --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-kqn-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.9, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6513741763094795, "n_train_users": 983, "n_train_chunks": 3797, "n_dev_chunks": 935, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 0.3, "flip_max_diff": 0.0, "peak_gb": 0.94} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-lefokt_akt-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-lefokt_akt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..43963b8addc1867bf4ce2daa325982b737305c0f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-lefokt_akt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 26.2, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.6850610738552507, "n_train_users": 102, "n_train_chunks": 526, "n_dev_chunks": 126, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 7.5, "flip_max_diff": 0.0, "peak_gb": 3.6} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-lefokt_akt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-lefokt_akt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0fdd3c801225058368fe942043ec3d9ac282ed4f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-lefokt_akt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.0, "epochs": 62, "best_epoch": 52, "dev_auc_pykt": 0.6519676978452524, "n_train_users": 13, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 7.5, "flip_max_diff": 0.0, "peak_gb": 0.88} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-lefokt_akt-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-lefokt_akt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1854ab2b461ba64525246a4436744fba7ec6da12 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-lefokt_akt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.7, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.661595855889146, "n_train_users": 205, "n_train_chunks": 1017, "n_dev_chunks": 216, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 6.4, "flip_max_diff": 0.0, "peak_gb": 3.6} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-lefokt_akt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-lefokt_akt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0f56b8af36e3ec3566c84ad80fe920689f299d38 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-lefokt_akt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.9, "epochs": 58, "best_epoch": 48, "dev_auc_pykt": 0.6519552617371729, "n_train_users": 26, "n_train_chunks": 103, "n_dev_chunks": 43, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 5.5, "flip_max_diff": 0.0, "peak_gb": 1.5} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-lefokt_akt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-lefokt_akt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b2c8d186f00c5b93782340cdc97997db6ff0d8ad --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-lefokt_akt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.8, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.6465089823197612, "n_train_users": 51, "n_train_chunks": 263, "n_dev_chunks": 71, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 9.3, "flip_max_diff": 0.0, "peak_gb": 3.62} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-lefokt_akt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-lefokt_akt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d514ca21e777f4ed244c9009128b28cb24eb0641 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-lefokt_akt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.5, "epochs": 48, "best_epoch": 38, "dev_auc_pykt": 0.5902871961488592, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 10, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 5.7, "flip_max_diff": 0.0, "peak_gb": 0.88} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-lefokt_akt-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-lefokt_akt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5243fbac34157b87c6b87b4e6ae14276bd7ab3dd --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-lefokt_akt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 531.7, "epochs": 135, "best_epoch": 125, "dev_auc_pykt": 0.7454241485263136, "n_train_users": 983, "n_train_chunks": 4659, "n_dev_chunks": 1096, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 6.7, "flip_max_diff": 0.0, "peak_gb": 3.6} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-lefokt_akt-ics2/train_info.json.done b/pykt/assist2017/coldstart/pykt-lefokt_akt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b91d208b6b72a207632bec4230204ae37091c8eb --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-lefokt_akt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 473.6, "epochs": 152, "best_epoch": 142, "dev_auc_pykt": 0.7533193408823698, "n_train_users": 983, "n_train_chunks": 3797, "n_dev_chunks": 935, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 0.6, "flip_max_diff": 0.0, "peak_gb": 3.6} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-mockt-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-mockt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d3a6b293093989112b194f205081ba1940f997f6 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-mockt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.8, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7038948995409504, "n_train_users": 102, "n_train_chunks": 526, "n_dev_chunks": 126, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 14.7, "flip_max_diff": 0.0, "peak_gb": 11.2} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-mockt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-mockt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8ef6291fe10d2197ed5cdf9c1e605fc43e77ac20 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-mockt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.9, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6499583426359038, "n_train_users": 13, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 16.6, "flip_max_diff": 0.0, "peak_gb": 2.66} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-mockt-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-mockt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..71ba088b0db72f7d4c5ca1c366c13fd32a9bfece --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-mockt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 42.0, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6612872171639602, "n_train_users": 205, "n_train_chunks": 1017, "n_dev_chunks": 216, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 17.2, "flip_max_diff": 0.0, "peak_gb": 11.2} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-mockt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-mockt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b758bfef8b948f075cc358fc73b77826872c57bb --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-mockt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.6, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6579448105856108, "n_train_users": 26, "n_train_chunks": 103, "n_dev_chunks": 43, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 14.4, "flip_max_diff": 0.0, "peak_gb": 4.67} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-mockt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-mockt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f2ffc75d073d8100add7d93d515a6250ee0f509a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-mockt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.4, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6654876455013915, "n_train_users": 51, "n_train_chunks": 263, "n_dev_chunks": 71, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 15.6, "flip_max_diff": 0.0, "peak_gb": 11.2} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-mockt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-mockt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cd1be0c80b14b95e8e4e0da5e10cb2d557419e44 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-mockt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.2, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.589877341758946, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 10, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 12.9, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-mockt-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-mockt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..80193b37c51f8f45e92dd36862db87279ed0763c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-mockt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1175.9, "epochs": 94, "best_epoch": 84, "dev_auc_pykt": 0.7565703504061936, "n_train_users": 983, "n_train_chunks": 4659, "n_dev_chunks": 1096, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 17.2, "flip_max_diff": 0.0, "peak_gb": 11.2} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-mockt-ics2/train_info.json.done b/pykt/assist2017/coldstart/pykt-mockt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3bcf07b6fe7859147e60ccbd1159542c48a352c4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-mockt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 844.4, "epochs": 76, "best_epoch": 66, "dev_auc_pykt": 0.7649540199525473, "n_train_users": 983, "n_train_chunks": 3797, "n_dev_chunks": 935, "batch_size": 128, "seq_len": 200, "n_val_users": 246, "score_s": 1.1, "flip_max_diff": 0.0, "peak_gb": 5.74} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b9739647204d96155371dd711b93ba1c6f9a2d8d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.7, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6855045206351984, "n_train_users": 102, "n_train_chunks": 371, "n_dev_chunks": 91, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 5.7, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN128-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..53ad656a89b5f5b9a9ff16b954b52de6102e1ca6 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.9, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6747243573879244, "n_train_users": 102, "n_train_chunks": 334, "n_dev_chunks": 76, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 7.5, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN128-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..503e7a4acbfb0532ca7fabe3b231d729062d0d07 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.1, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6935846475652919, "n_train_users": 102, "n_train_chunks": 356, "n_dev_chunks": 101, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 8.0, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN128-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0e15c61a546714ea129746ecd91b339f7f7b630e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.5, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7134788563389428, "n_train_users": 102, "n_train_chunks": 327, "n_dev_chunks": 90, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 9.3, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..583421e5576aab1c38097b75dfc864bb99494456 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.4, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6664436242164302, "n_train_users": 102, "n_train_chunks": 287, "n_dev_chunks": 68, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 8.4, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..33edd2d2993f201c084c5bda25b122827dc12c01 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.7, "epochs": 48, "best_epoch": 38, "dev_auc_pykt": 0.6296607009694257, "n_train_users": 13, "n_train_chunks": 39, "n_dev_chunks": 9, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 6.2, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN16-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3316fef6e782ffad25efab1e0f3b62c85d2db2ef --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.1, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.6136828715225927, "n_train_users": 13, "n_train_chunks": 39, "n_dev_chunks": 10, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 17.5, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c1803b1465f1d5596421d58309d5579a42a9fe18 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.2, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.7000219859290053, "n_train_users": 13, "n_train_chunks": 44, "n_dev_chunks": 10, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 6.0, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN16-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1cdaa1619f46bd3290abe65cf85f294d31006916 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.9, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.5702087076097323, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 8, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 5.9, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3508c9f0564f1b6a29bdc902eb1b6e27501e120f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.9, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.6565130584934168, "n_train_users": 13, "n_train_chunks": 38, "n_dev_chunks": 7, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 5.4, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4aa53789e068c8a1ca1c5ac64a8979d70f1ea6d7 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.0, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.716653951239211, "n_train_users": 205, "n_train_chunks": 723, "n_dev_chunks": 159, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 5.7, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN256-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d21d4321106f58f56b403022385e2f2605afbdcf --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.3, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.696200226093741, "n_train_users": 205, "n_train_chunks": 680, "n_dev_chunks": 168, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 6.7, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN256-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0be6a295f6940557795fde54c77b8eae9dd3ddaa --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.7, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7162519836215022, "n_train_users": 205, "n_train_chunks": 686, "n_dev_chunks": 169, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 8.7, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN256-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..22f7f8fad26e4f440ff2bee0c33f88f2b4f37b8a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.9, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7136003061797063, "n_train_users": 205, "n_train_chunks": 659, "n_dev_chunks": 159, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 8.7, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5139b096d0b67b33e7f147a2955aa7288985b479 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.8, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7016381568126321, "n_train_users": 205, "n_train_chunks": 602, "n_dev_chunks": 149, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 5.9, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1f3867b2672f937e2975c00c045b5ea8bc54da7c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.7, "epochs": 51, "best_epoch": 41, "dev_auc_pykt": 0.61007497027041, "n_train_users": 26, "n_train_chunks": 74, "n_dev_chunks": 31, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 5.5, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN32-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1e3c2b9f70999f0ac7c68cce1b08390a2e738282 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.7, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6547542292223143, "n_train_users": 26, "n_train_chunks": 82, "n_dev_chunks": 21, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 9.3, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a55710a79ea73d74304862f497cb11f654110a17 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.2, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.6293931840893168, "n_train_users": 26, "n_train_chunks": 97, "n_dev_chunks": 21, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 8.1, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN32-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..17ca0248c34b6747fc23b4718de5a6f785565ac2 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.3, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6212344739384588, "n_train_users": 26, "n_train_chunks": 68, "n_dev_chunks": 27, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 9.1, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0bdf12bcf21a68d5cf5b8464aebe11c7495aa9a4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.1, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.6298979361859687, "n_train_users": 26, "n_train_chunks": 86, "n_dev_chunks": 10, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 5.9, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bf3c5f3fdaa1d9c5b77c2f72e0838dd04e01403c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.8, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6568333855102074, "n_train_users": 51, "n_train_chunks": 187, "n_dev_chunks": 53, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 5.8, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN64-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5e8cf24001e700b3ceeca1555149b30415fa8ea9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.6, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.657661454728645, "n_train_users": 51, "n_train_chunks": 174, "n_dev_chunks": 55, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 6.6, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ca8ce5c6763488372825bf3e393fa9d4feacac45 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.0, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6421717671361434, "n_train_users": 51, "n_train_chunks": 181, "n_dev_chunks": 38, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 9.2, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN64-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..da0377844169362cd429783b098684260a4f150f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.0, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6702567928131072, "n_train_users": 51, "n_train_chunks": 149, "n_dev_chunks": 36, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 6.1, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN64-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..65e85cde219eb7d105e01d2b126ab4d5b30e6c14 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.1, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6797823743048462, "n_train_users": 51, "n_train_chunks": 147, "n_dev_chunks": 40, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 8.4, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4b648620d396f063a296125fa80a97f9599bd717 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.3, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.5723010598167775, "n_train_users": 6, "n_train_chunks": 19, "n_dev_chunks": 7, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 5.7, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN8-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..26d3713ccdc818223b0ae0d4caae7b205dc76240 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.7, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6034555797627692, "n_train_users": 6, "n_train_chunks": 21, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 7.5, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN8-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..82d96a712c0ebd4554ccdf150b9916848716378f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.7, "epochs": 48, "best_epoch": 38, "dev_auc_pykt": 0.6004500659579423, "n_train_users": 6, "n_train_chunks": 23, "n_dev_chunks": 5, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 8.0, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN8-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..798f429c04252fbd022086ad04d3d701f2a5ef00 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.4, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5227526521496371, "n_train_users": 6, "n_train_chunks": 17, "n_dev_chunks": 5, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 5.7, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csN8-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e443a3137ddacf53be831d77f565f30826738be0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.7, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.5748572857202383, "n_train_users": 6, "n_train_chunks": 12, "n_dev_chunks": 6, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 7.3, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cf919a8dae93cc47f73bc056212efc527a0097ca --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csNall-s0/train_info.json.done @@ 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a/pykt/assist2017/coldstart/pykt-qdkt-csNall-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..641fcb1a9bcb0992f09ec651c46154b10a80de49 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 83.6, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7447140398631038, "n_train_users": 983, "n_train_chunks": 3292, "n_dev_chunks": 815, "batch_size": 32, "seq_len": 200, "n_val_users": 246, "score_s": 11.3, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csNall-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ea0b620d49a2ebae07f1712e162885f6d3a65cdd --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 34.3, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7435767027255752, "n_train_users": 983, "n_train_chunks": 3269, "n_dev_chunks": 838, "batch_size": 32, "seq_len": 200, "n_val_users": 246, "score_s": 6.0, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..219f1562b0e544b59d0c7476fb86072231906ae1 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 57.9, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7502501753795956, "n_train_users": 983, "n_train_chunks": 3290, "n_dev_chunks": 817, "batch_size": 32, "seq_len": 200, "n_val_users": 246, "score_s": 8.6, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qdkt-ics0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qdkt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4c38873c1a7098e17561b778c87b1ef147ddc4f9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qdkt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 49.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7468443332128188, "n_train_users": 983, "n_train_chunks": 2731, "n_dev_chunks": 648, "batch_size": 32, "seq_len": 200, "n_val_users": 246, "score_s": 0.4, "flip_max_diff": 0.0, "peak_gb": 0.7} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f81a2d7a8a3a753515cea47db8700521f087acd8 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.7, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7556337003082638, "n_train_users": 102, "n_train_chunks": 371, "n_dev_chunks": 91, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 9.6, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN128-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e5a1c389a70a17efba93a6bc27bc07a0e806c3d5 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.8, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7338040391843115, "n_train_users": 102, "n_train_chunks": 334, "n_dev_chunks": 76, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 12.0, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN128-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3ad6ef2bceb5d91598f6b0967b9ddfacb3701224 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.7, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.7128804368509958, "n_train_users": 102, "n_train_chunks": 356, "n_dev_chunks": 101, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 11.3, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN128-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cec66658748b86d4fbd7a8c85b77cb781c57c96d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 26.7, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7376505434407763, "n_train_users": 102, "n_train_chunks": 327, "n_dev_chunks": 90, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 17.5, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bf1a025ca7f68e82e8d7085679a94432b043e47a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.6, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7024951155765424, "n_train_users": 102, "n_train_chunks": 287, "n_dev_chunks": 68, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 17.3, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0f53deeb7590fd99ba94ba0dcca36906233d6b7c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.1, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.6451835767864194, "n_train_users": 13, "n_train_chunks": 39, "n_dev_chunks": 9, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 10.6, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN16-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0e4687b72835fcc556ffbcf582a86859726a28ff --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.7, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6208806402932834, "n_train_users": 13, "n_train_chunks": 39, "n_dev_chunks": 10, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 13.8, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5bc2995c685fa20231dcd06be464a6818843a685 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.0, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7096158458586503, "n_train_users": 13, "n_train_chunks": 44, "n_dev_chunks": 10, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 12.8, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN16-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b6477e1d2ad810b378d39f2d9d9f34643f68b6e2 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 87.0, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.5881684299243684, "n_train_users": 13, "n_train_chunks": 29, "n_dev_chunks": 8, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 10.1, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bed18a9f2150a89fc77a527f581990c870aa1885 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.6, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 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b/pykt/assist2017/coldstart/pykt-qikt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..97e2c559ea92bf19f517939c91d7ae155a724322 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.9, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.745287975388988, "n_train_users": 205, "n_train_chunks": 680, "n_dev_chunks": 168, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 10.8, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN256-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6313082bc89e4845c8d82faa0417d2e0b3e6cd68 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 36.8, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7371586870013854, "n_train_users": 205, "n_train_chunks": 686, "n_dev_chunks": 169, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 16.0, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN256-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..27fdedf602904eb3de90e8ff4c46f8ea813623e6 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 47.7, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.7398643589163381, "n_train_users": 205, "n_train_chunks": 659, "n_dev_chunks": 159, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 20.4, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ddb88cebec30dc172438abdec6239a6c118cd041 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.8, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.750820438038391, "n_train_users": 205, "n_train_chunks": 602, "n_dev_chunks": 149, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 11.2, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c22007279ef843a8471eff1ffcaa5c636656aa6d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.6, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6222884028747221, "n_train_users": 26, "n_train_chunks": 74, "n_dev_chunks": 31, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 9.9, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN32-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7f560c4f2957db33bccf046da75a012076e074d4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.6, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6818546406312362, "n_train_users": 26, "n_train_chunks": 82, "n_dev_chunks": 21, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 17.5, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a1ddb47f0593a9f0d0da4a04314d06bb808ec3f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.1, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6491643789986332, "n_train_users": 26, "n_train_chunks": 97, "n_dev_chunks": 21, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 11.7, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN32-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..99d105034d2d1a4861b66a27c69b62a8f0776006 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.9, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6475427640038646, "n_train_users": 26, "n_train_chunks": 68, "n_dev_chunks": 27, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 17.9, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9d89d3eeda6634fb57ff8b107d13bebf26ef065c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.5, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6508258475804114, "n_train_users": 26, "n_train_chunks": 86, "n_dev_chunks": 10, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 9.7, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bb2d251453e9d2b43ca0375c7461a523098135d5 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.2, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.7066838118044229, "n_train_users": 51, "n_train_chunks": 187, "n_dev_chunks": 53, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 9.7, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN64-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3076df4f09f9c1d3608de39956cfae52c3518aca --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.7, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.688998338017957, "n_train_users": 51, "n_train_chunks": 174, "n_dev_chunks": 55, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 11.5, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fd73ea085f1897b13de66072ce19d4593deac1f8 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.6, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6618215383274914, "n_train_users": 51, "n_train_chunks": 181, "n_dev_chunks": 38, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 15.0, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN64-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..04efe29e1ee079655ae919f6b8857a5f4387aec3 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.3, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.7112968068851075, "n_train_users": 51, "n_train_chunks": 149, "n_dev_chunks": 36, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 9.9, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN64-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3ca9ccc77b050e84e651e6371ccf6842c41b9d45 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.0, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.7290920085688344, "n_train_users": 51, "n_train_chunks": 147, "n_dev_chunks": 40, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 17.1, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fbdebb1cadcebd71cdfae67dfffd3cca3e8c648a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.5, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.5663358481528052, "n_train_users": 6, "n_train_chunks": 19, "n_dev_chunks": 7, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 10.9, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN8-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..98d2363699efb1eb048299dea453392d6056f9ee --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.3, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.5799140643911885, "n_train_users": 6, "n_train_chunks": 21, "n_dev_chunks": 4, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 14.0, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN8-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f88a27c945d02fe3657b863282a59317660defa4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.1, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.5923540518869145, "n_train_users": 6, "n_train_chunks": 23, "n_dev_chunks": 5, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 12.3, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN8-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9ff703c25e232b9d90c0d9cb50d195ff29adb169 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.7, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5294274402314604, "n_train_users": 6, "n_train_chunks": 17, "n_dev_chunks": 5, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 10.5, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csN8-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..35b617d7e7c56bd5f579faf11776c080b1890ad3 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.6, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.5968859813603344, "n_train_users": 6, "n_train_chunks": 12, "n_dev_chunks": 6, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 10.7, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ec460899c2e01a449642ceea99aba408d3f0f06f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 122.8, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7728974958519872, "n_train_users": 983, "n_train_chunks": 3320, "n_dev_chunks": 787, "batch_size": 32, "seq_len": 200, "n_val_users": 246, "score_s": 13.6, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csNall-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b5c25a3d2531fb29ecf693a25b0e2ffae185a0ef --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 170.4, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7835324073896673, "n_train_users": 983, "n_train_chunks": 3283, "n_dev_chunks": 824, "batch_size": 32, "seq_len": 200, "n_val_users": 246, "score_s": 21.6, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csNall-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..95af78123b59a342b99386f7c6039c8971f1d44c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 223.5, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7820829566851701, "n_train_users": 983, "n_train_chunks": 3292, "n_dev_chunks": 815, "batch_size": 32, "seq_len": 200, "n_val_users": 246, "score_s": 19.3, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csNall-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0fdd0a66bc05e58f2bbb227d7efa92932bbcea1e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 175.6, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7785197392198886, "n_train_users": 983, "n_train_chunks": 3269, "n_dev_chunks": 838, "batch_size": 32, "seq_len": 200, "n_val_users": 246, "score_s": 18.0, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..eecccfc01b7b6a1f95fa6125ac7c07647f45e59d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 174.1, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7793810810255556, "n_train_users": 983, "n_train_chunks": 3290, "n_dev_chunks": 817, "batch_size": 32, "seq_len": 200, "n_val_users": 246, "score_s": 17.3, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-qikt-ics0/train_info.json.done b/pykt/assist2017/coldstart/pykt-qikt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e4aac0769db47d6cfd500d889c71c57b98e3fc1d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-qikt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 133.5, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7718320477788062, "n_train_users": 983, "n_train_chunks": 2731, "n_dev_chunks": 648, "batch_size": 32, "seq_len": 200, "n_val_users": 246, "score_s": 1.0, "flip_max_diff": 0.0, "peak_gb": 1.01} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6c57d05f8c9bbe1f0fa9c22a931193c0eb0c9c72 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 147.3, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7049964406278152, "n_train_users": 102, "n_train_chunks": 526, "n_dev_chunks": 126, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 85.0, "flip_max_diff": 0.0, "peak_gb": 1.15} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..10ae278a13ef362684ece31708eda851fe592596 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 80.7, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6366887416205902, "n_train_users": 102, "n_train_chunks": 397, "n_dev_chunks": 92, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 35.4, "flip_max_diff": 0.0, "peak_gb": 1.15} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fd0051bdbe13d362679c735c503ada3391a34d9f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 33.7, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5560468522824423, "n_train_users": 13, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 63.3, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e6da0f68a65589bd5d2bc527107bdafc68fd0378 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 66.7, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.6707926545792654, "n_train_users": 13, "n_train_chunks": 64, "n_dev_chunks": 14, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 30.0, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e057154186cb39320254f1e519aa74447aeb2b4f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 37.8, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.5571335909840275, "n_train_users": 13, "n_train_chunks": 53, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 55.5, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c50ded9e9bd8f3465b42d5f2c05178ac5d383a94 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 908.9, "epochs": 108, "best_epoch": 98, "dev_auc_pykt": 0.7524924179383717, "n_train_users": 205, "n_train_chunks": 1017, "n_dev_chunks": 216, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 60.6, "flip_max_diff": 0.0, "peak_gb": 1.15} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..35f03f8aea18abe4b018ff071e3a2f39174d5727 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 555.9, "epochs": 85, "best_epoch": 75, "dev_auc_pykt": 0.7438578167345907, "n_train_users": 205, "n_train_chunks": 838, "n_dev_chunks": 209, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 47.5, "flip_max_diff": 0.0, "peak_gb": 1.15} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..aedc7ea6b0bca88a4dcb6184a1e818dcebea7ae4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 39.8, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5246676717156797, "n_train_users": 26, "n_train_chunks": 103, "n_dev_chunks": 43, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 58.6, "flip_max_diff": 0.0, "peak_gb": 0.47} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..010c5330b8ebfca7e17fb658d93f13b8b3bf6c03 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 29.1, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5455610957594215, "n_train_users": 26, "n_train_chunks": 134, "n_dev_chunks": 28, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 38.0, "flip_max_diff": 0.0, "peak_gb": 0.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..61cc8d60b046a563c19f898a649d46db25fc4e8d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 70.8, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.6120274284622063, "n_train_users": 26, "n_train_chunks": 118, "n_dev_chunks": 15, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 60.8, "flip_max_diff": 0.0, "peak_gb": 0.54} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..92a33b36c66c7fc78d42c35b402471ac6a269e84 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 154.7, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.637735561589664, "n_train_users": 51, "n_train_chunks": 263, "n_dev_chunks": 71, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 59.5, "flip_max_diff": 0.0, "peak_gb": 1.15} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..06040342791a01d33b1d814e97927661e26c626b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 27.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5388657339696885, "n_train_users": 51, "n_train_chunks": 250, "n_dev_chunks": 54, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 47.5, "flip_max_diff": 0.0, "peak_gb": 1.14} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN64-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ca376d0d88eba0c8f2050a4b007b60cf163ecde9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.8, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.5583136987974937, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 57, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 57.5, "flip_max_diff": 0.0, "peak_gb": 0.9} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c29a1fdbd481182d580f7789cf2c75dde0b37b57 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 34.9, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.5320878727811973, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 10, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 83.3, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN8-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a0c23e151f40360cb257c23a48cb8c38fcea91e9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.6, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.5249728144045722, "n_train_users": 6, "n_train_chunks": 35, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 31.0, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csN8-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..76d167683bf6c4d97c0900d864abbd03295307a2 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.3, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.5650469579420172, "n_train_users": 6, "n_train_chunks": 16, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 27.4, "flip_max_diff": 0.0, "peak_gb": 0.3} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..baeb7bebd70528020c06a7ff483c70b2baca87a0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3672.6, "epochs": 92, "best_epoch": 82, "dev_auc_pykt": 0.7822218848375849, "n_train_users": 983, "n_train_chunks": 4659, "n_dev_chunks": 1096, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 59.5, "flip_max_diff": 0.0, "peak_gb": 1.15} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..20d5838c6f71070dc80fd019c99ca19966ec78ec --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2160.6, "epochs": 69, "best_epoch": 59, "dev_auc_pykt": 0.7771195520252915, "n_train_users": 983, "n_train_chunks": 4613, "n_dev_chunks": 1142, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 39.3, "flip_max_diff": 0.0, "peak_gb": 1.15} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-ics1/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fdcdcdc063824e51bf672d4505b67472310269cb --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2443.3, "epochs": 76, "best_epoch": 66, "dev_auc_pykt": 0.7850884476663726, "n_train_users": 983, "n_train_chunks": 3759, "n_dev_chunks": 950, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 3.5, "flip_max_diff": 0.0, "peak_gb": 1.15} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-rekt-ics2/train_info.json.done b/pykt/assist2017/coldstart/pykt-rekt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b38c6faeea1a280fae0c182543734972d6fccdc3 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-rekt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2455.1, "epochs": 87, "best_epoch": 77, "dev_auc_pykt": 0.787558663729866, "n_train_users": 983, "n_train_chunks": 3797, "n_dev_chunks": 935, "batch_size": 256, "seq_len": 200, "n_val_users": 246, "score_s": 3.2, "flip_max_diff": 0.0, "peak_gb": 1.15} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..35ea302e3f7210ee403cb818799b0ba4378f9a2d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 33.0, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6947839848916106, "n_train_users": 102, "n_train_chunks": 526, "n_dev_chunks": 126, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 38.1, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN128-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..681adb5967c519ace9c2653ca938a85756528f66 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 34.6, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.678196281382158, "n_train_users": 102, "n_train_chunks": 475, "n_dev_chunks": 102, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 44.1, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN128-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cc6f6dc25a4df9b3e524189db9f5fbfae9e3d456 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 36.4, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6188583903754182, "n_train_users": 102, "n_train_chunks": 492, "n_dev_chunks": 139, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 46.5, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN128-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3e5cd883ad67836549e2294a1db17cdaf1a5738f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 26.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6511190602403495, "n_train_users": 102, "n_train_chunks": 451, "n_dev_chunks": 126, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 39.4, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f779603963a298776268a1db1e55ea3559d5ed67 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.0, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6311736347270474, "n_train_users": 102, "n_train_chunks": 397, "n_dev_chunks": 92, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 25.7, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..05dc636daabc85f8c13e277a1815aa929e779255 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.5, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6351740624370374, "n_train_users": 13, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 75.2, "flip_max_diff": 0.0, "peak_gb": 8.17} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN16-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..40210ad2146a67c5399ad42f987b2b8e85756146 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.5, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6711324726788646, "n_train_users": 13, "n_train_chunks": 54, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 41.5, "flip_max_diff": 0.0, "peak_gb": 7.87} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3ea5b78dd0dae82eaa1e933438cf041bebd3f8dd --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.0, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6232469394080272, "n_train_users": 13, "n_train_chunks": 64, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 40.5, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN16-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..43a70278cbe6f3932e798a0992a99670098526e1 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.2, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.5730274914659719, "n_train_users": 13, "n_train_chunks": 36, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 43.6, "flip_max_diff": 0.0, "peak_gb": 5.28} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..de055e8433cc41fdfdd6cb0fe13752568b494de6 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.5, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.5252695873084512, "n_train_users": 13, "n_train_chunks": 53, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 24.2, "flip_max_diff": 0.0, "peak_gb": 7.72} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d13c1a80b801abd170311b7ebf8c164827a8d0cf --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 58.9, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6523522328914948, "n_train_users": 205, "n_train_chunks": 1017, "n_dev_chunks": 216, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 43.0, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN256-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..74f62e9576c21bd6c568a831a3a7c39bbc9ef837 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 67.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.647432444529334, "n_train_users": 205, "n_train_chunks": 954, "n_dev_chunks": 240, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 48.3, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN256-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ab7ca44f658ab0c55e0af1e418cb1773df36b741 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 53.5, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.630859422307886, "n_train_users": 205, "n_train_chunks": 955, "n_dev_chunks": 227, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 40.5, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN256-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1aeeec54910c9ba7053983dff66b35065696a78e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 53.1, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6528810661041502, "n_train_users": 205, "n_train_chunks": 910, "n_dev_chunks": 225, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 41.2, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..98ad9b19bbc8d09a6f5f4eef3301b9e624395d01 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 47.0, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6613880170520301, "n_train_users": 205, "n_train_chunks": 838, "n_dev_chunks": 209, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 38.4, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dbaec84932a3de038e1edc4a7cafdb19f5f2b9d1 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.4, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6423877723563985, "n_train_users": 26, "n_train_chunks": 103, "n_dev_chunks": 43, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 44.0, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN32-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..29eb252fa46c445936a03db76ee1113af71f44ed --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.7, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6536890520896427, "n_train_users": 26, "n_train_chunks": 117, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 40.9, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f6520253976563937f7a189b4d60f13dc89b87ae --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.1, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6385849707524822, "n_train_users": 26, "n_train_chunks": 134, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 43.6, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN32-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..16d9ce1f90c20819857c6f4960ad267dfbc07f05 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.5, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6452282460747382, "n_train_users": 26, "n_train_chunks": 91, "n_dev_chunks": 37, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 41.6, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3a163612e647fdbe1ac81aeac2efdd838801ec68 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.0, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6070259550982375, "n_train_users": 26, "n_train_chunks": 118, "n_dev_chunks": 15, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 24.8, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5af9faa2762e09beab3dee83bfc74745f3382af4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.5, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6574766893058593, "n_train_users": 51, "n_train_chunks": 263, "n_dev_chunks": 71, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 43.4, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN64-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a75c046ac73a49037530d67e953f7632e4339ae5 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6411598184134112, "n_train_users": 51, "n_train_chunks": 249, "n_dev_chunks": 80, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 45.4, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a74a1f9f6b2dfeb7352b570978745454eeefdd27 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.4, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6148318160465835, "n_train_users": 51, "n_train_chunks": 250, "n_dev_chunks": 54, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 43.6, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN64-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e1341bb3971dd3d50a999f7cc7d4c7cd1c38f3cf --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.4, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6746421789206858, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 48, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 45.6, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN64-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..63eea201881272e8438f3dd48f28836d9fde8c51 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 23.1, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6856723737717507, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 57, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 24.9, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..32c45a6b4f7de3db7358663e540ae1172489c65c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.8, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.6006155267746696, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 10, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 80.0, "flip_max_diff": 0.0, "peak_gb": 4.12} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN8-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..066e6890351b2b770c60ddfd1501c0d37e8667b2 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.7, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.5145803270803271, "n_train_users": 6, "n_train_chunks": 30, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 38.6, "flip_max_diff": 0.0, "peak_gb": 4.41} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN8-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9e76080716154acc19c598ee3d6c7620bd54407a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.1, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.6321978605568621, "n_train_users": 6, "n_train_chunks": 35, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 50.8, "flip_max_diff": 0.0, "peak_gb": 5.14} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN8-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..39f5fb938ade5baf459c973323abec5c4c6eb103 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.4, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6059981883833183, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 46.4, "flip_max_diff": 0.0, "peak_gb": 3.26} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csN8-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..eaffa2511acaf2e652e4dabf1c13929948559aed --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.0, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.5465360010888798, "n_train_users": 6, "n_train_chunks": 16, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 37.8, "flip_max_diff": 0.0, "peak_gb": 2.4} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b207b21d847d9b33f8bec859f3a4b61bacb08d1a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2715.8, "epochs": 91, "best_epoch": 81, "dev_auc_pykt": 0.7552825187594548, "n_train_users": 983, "n_train_chunks": 4659, "n_dev_chunks": 1096, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 51.2, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csNall-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9106960da314946f63114e7dbdacbb2c3a1a8c3e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2561.5, "epochs": 87, "best_epoch": 77, "dev_auc_pykt": 0.7635588403113903, "n_train_users": 983, "n_train_chunks": 4602, "n_dev_chunks": 1153, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 49.5, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csNall-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e820dfb65482becf99b98314bcc1e7de3786e911 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2170.2, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.7696677661227048, "n_train_users": 983, "n_train_chunks": 4611, "n_dev_chunks": 1144, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 51.7, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csNall-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1c7a6d0fcd852dd2ddca5d608d883627a9bf7413 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2183.7, "epochs": 75, "best_epoch": 65, "dev_auc_pykt": 0.7682146055539302, "n_train_users": 983, "n_train_chunks": 4576, "n_dev_chunks": 1179, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 57.5, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7264d1506ba2afa5cd39fd449c180691b3fcce9f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2095.7, "epochs": 70, "best_epoch": 60, "dev_auc_pykt": 0.7587131655338111, "n_train_users": 983, "n_train_chunks": 4613, "n_dev_chunks": 1142, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 47.6, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-ics0/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f4bccc1b7894eed6495416a706091217c642c657 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2423.1, "epochs": 91, "best_epoch": 81, "dev_auc_pykt": 0.7496651213419414, "n_train_users": 983, "n_train_chunks": 3812, "n_dev_chunks": 901, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 3.2, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-robustkt-ics1/train_info.json.done b/pykt/assist2017/coldstart/pykt-robustkt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2ea2f10fea8b69b2f56f4dec792a7b9c3f3c6704 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-robustkt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2449.7, "epochs": 87, "best_epoch": 77, "dev_auc_pykt": 0.7584669507013768, "n_train_users": 983, "n_train_chunks": 3759, "n_dev_chunks": 950, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 2.8, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-saint-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-saint-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..62fbf2949aeb76a362636d7ac3e0f4ad29c3eef1 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-saint-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 390.9, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7147952181762369, "n_train_users": 983, "n_train_chunks": 4613, "n_dev_chunks": 1142, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 21.8, "flip_max_diff": 0.0, "peak_gb": 3.95} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-saint-ics0/train_info.json.done b/pykt/assist2017/coldstart/pykt-saint-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9005639ff545873b847d9588a8a1e015cb18d7a9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-saint-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 406.4, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.7042441293301884, "n_train_users": 983, "n_train_chunks": 3812, "n_dev_chunks": 901, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 3.95} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-saint-ics1/train_info.json.done b/pykt/assist2017/coldstart/pykt-saint-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e51cd6f13c71f6914b1c8d8de813071827667505 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-saint-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 511.1, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.7032384702111532, "n_train_users": 983, "n_train_chunks": 3759, "n_dev_chunks": 950, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 1.7, "flip_max_diff": 0.0, "peak_gb": 3.95} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-saint-ics2/train_info.json.done b/pykt/assist2017/coldstart/pykt-saint-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f883241619969489fdf9b9831c3f6214166392c0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-saint-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 362.9, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.7156644833956054, "n_train_users": 983, "n_train_chunks": 3797, "n_dev_chunks": 935, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 1.1, "flip_max_diff": 0.0, "peak_gb": 3.95} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-saint_plus_plus-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-saint_plus_plus-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..65188e17a2f23969654194a946ea86d3af540b0e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-saint_plus_plus-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 494.0, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.7374580686261898, "n_train_users": 983, "n_train_chunks": 4613, "n_dev_chunks": 1142, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 26.4, "flip_max_diff": 0.0, "peak_gb": 3.99} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-saint_plus_plus-ics0/train_info.json.done b/pykt/assist2017/coldstart/pykt-saint_plus_plus-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8b7c80ea9cc83510ab841d3ef1e4a0d39900bddb --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-saint_plus_plus-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 297.3, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.739703132709664, "n_train_users": 983, "n_train_chunks": 3812, "n_dev_chunks": 901, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 1.6, "flip_max_diff": 0.0, "peak_gb": 3.99} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-saint_plus_plus-ics1/train_info.json.done b/pykt/assist2017/coldstart/pykt-saint_plus_plus-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a6b736663e832f24487cb04b8463a8c23e4dc43a --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-saint_plus_plus-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 257.7, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7508862278033736, "n_train_users": 983, "n_train_chunks": 3759, "n_dev_chunks": 950, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 3.99} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done b/pykt/assist2017/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..caf558c425861b271d8df0947ed8136aac6bf68b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 218.8, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7456125332241121, "n_train_users": 983, "n_train_chunks": 3797, "n_dev_chunks": 935, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 3.99} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sakt-ics0/train_info.json.done b/pykt/assist2017/coldstart/pykt-sakt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e92304f604042122f0c0b1d5c6e67d8702338e1e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sakt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 31.6, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.662843415864446, "n_train_users": 983, "n_train_chunks": 3812, "n_dev_chunks": 901, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 0.5, "flip_max_diff": 0.0, "peak_gb": 0.42} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sakt-ics1/train_info.json.done b/pykt/assist2017/coldstart/pykt-sakt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5b6c890bdd69f935d34895a241df87f8b27b6736 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sakt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 28.1, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.678644182061722, "n_train_users": 983, "n_train_chunks": 3759, "n_dev_chunks": 950, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 0.3, "flip_max_diff": 0.0, "peak_gb": 0.42} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sakt-ics2/train_info.json.done b/pykt/assist2017/coldstart/pykt-sakt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f489dd96f793688e28a9a8d4804d1f82fe3c8580 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sakt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 29.0, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6816945088352794, "n_train_users": 983, "n_train_chunks": 3797, "n_dev_chunks": 935, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 0.6, "flip_max_diff": 0.0, "peak_gb": 0.42} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..da7266d24fab57cd60c2db3225976c540d4a4900 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.7, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.7048127069437258, "n_train_users": 102, "n_train_chunks": 526, "n_dev_chunks": 126, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 10.1, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..919883f2c49eda814743eda3f2f0fa370092ebfc --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.3, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6829891564063642, "n_train_users": 102, "n_train_chunks": 475, "n_dev_chunks": 102, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 9.9, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b67500af98bdc87a450499ffba896a944fd4fc6d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 62.5, "epochs": 106, "best_epoch": 96, "dev_auc_pykt": 0.6862031868223818, "n_train_users": 102, "n_train_chunks": 492, "n_dev_chunks": 139, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 11.3, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..889e2c7dc8db0bac9ee37b34dfe55b205a74d1e1 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.1, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.6591143674002967, "n_train_users": 102, "n_train_chunks": 451, "n_dev_chunks": 126, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 10.2, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ecc69a47570e74bf5f5c3758855279a8a8a037de --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.4, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6372090779998696, "n_train_users": 102, "n_train_chunks": 397, "n_dev_chunks": 92, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 6.7, "flip_max_diff": 0.0, "peak_gb": 0.87} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..53ff5482ac677017c41b15fafa4dcdc8bad3033b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.0, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.6467673340920601, "n_train_users": 13, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 17.5, "flip_max_diff": 0.0, "peak_gb": 0.71} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b4be9ee32eaccc6bd6198ddab93cc7da5a187559 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.7, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6386179994427417, "n_train_users": 13, "n_train_chunks": 54, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 10.2, "flip_max_diff": 0.0, "peak_gb": 0.7} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0ff3c4f0dc3e9262b4f62fc42483ffe63db0577d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.5, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.63638036572137, "n_train_users": 13, "n_train_chunks": 64, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 9.1, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..818a16e3ca8dd098126f51e4164db0599adb27f8 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.4, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.5953238504650147, "n_train_users": 13, "n_train_chunks": 36, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 10.2, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..576fc608ab1afe6cbb6af6d6c5126523ba3dd350 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.1, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.5443231264019892, "n_train_users": 13, "n_train_chunks": 53, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 5.8, "flip_max_diff": 0.0, "peak_gb": 0.67} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..07d56800fa6c4a8fc497821cd77c82ea04f7f11e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 78.0, "epochs": 61, "best_epoch": 51, "dev_auc_pykt": 0.7208559504371761, "n_train_users": 205, "n_train_chunks": 1017, "n_dev_chunks": 216, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 10.4, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..07b07fba98219729263f801eade59033f02957c7 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 79.0, "epochs": 69, "best_epoch": 59, "dev_auc_pykt": 0.7086554679373303, "n_train_users": 205, "n_train_chunks": 954, "n_dev_chunks": 240, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 10.7, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..09578a9b53212e65b82842dee645d2391715a6d9 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 78.9, "epochs": 65, "best_epoch": 55, "dev_auc_pykt": 0.7050847386424741, "n_train_users": 205, "n_train_chunks": 955, "n_dev_chunks": 227, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 10.2, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fbfc3c0a2c5db9c7a289870527e781cd458c86a5 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 63.7, "epochs": 57, "best_epoch": 47, "dev_auc_pykt": 0.7172301723088476, "n_train_users": 205, "n_train_chunks": 910, "n_dev_chunks": 225, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 10.1, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d179f12f7f71394cc6cceace136f61506610a2e1 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 69.1, "epochs": 66, "best_epoch": 56, "dev_auc_pykt": 0.7163686420119966, "n_train_users": 205, "n_train_chunks": 838, "n_dev_chunks": 209, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 9.9, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..722d21440fc4d0c3db01f7c8c4e0d47440b0b925 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.7, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6578032209104523, "n_train_users": 26, "n_train_chunks": 103, "n_dev_chunks": 43, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 9.3, "flip_max_diff": 0.0, "peak_gb": 0.83} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d2fa50b8f4299f5c29bf91d288ad111ed20c1bf0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.0, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.6704989400363416, "n_train_users": 26, "n_train_chunks": 117, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 9.9, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0a7de2cd26efa9bf1e4279a26bcb3c1b92158ed8 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.2, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6420161583614592, "n_train_users": 26, "n_train_chunks": 134, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 9.6, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..65ec62c7b040219169971a642f917f21c3db883d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.0, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6388952381279731, "n_train_users": 26, "n_train_chunks": 91, "n_dev_chunks": 37, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 9.7, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b31d3a020c06ed2d180b180555ded0ec68165fb4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.8, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.5909543416452299, "n_train_users": 26, "n_train_chunks": 118, "n_dev_chunks": 15, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 5.8, "flip_max_diff": 0.0, "peak_gb": 0.82} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3b2ef1ab106a93866e21fa592f1346e1b370adb0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.8, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6592846647119766, "n_train_users": 51, "n_train_chunks": 263, "n_dev_chunks": 71, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 10.1, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d239372379fa52b60b4823bb4ed9361ad3440426 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.9, "epochs": 48, "best_epoch": 38, "dev_auc_pykt": 0.6602572482855955, "n_train_users": 51, "n_train_chunks": 249, "n_dev_chunks": 80, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 9.6, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9cc1db7c91c02817a1a2c716d52271dec43f2d95 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.3, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.6390358505213823, "n_train_users": 51, "n_train_chunks": 250, "n_dev_chunks": 54, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 9.8, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d249f6af7d70acb21f3201246d95574f55e9975c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.4, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6663868018810972, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 48, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 8.9, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c61cac6e49f28417f8d44398b12fbcdf2aa6ca3d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.2, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6875094682095049, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 57, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 5.8, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a262bdd0d59bba677ea13233f3bb6854d97f6ae --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.2, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.5664597522989105, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 10, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 17.8, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5ba4247f937e647584f61057b099ef5ef42b1fec --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.8, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.526485088985089, "n_train_users": 6, "n_train_chunks": 30, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 9.9, "flip_max_diff": 0.0, "peak_gb": 0.55} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4bd898fc3605a44757ea05a2738ef33efa9a787f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.1, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6493943302227954, "n_train_users": 6, "n_train_chunks": 35, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 8.9, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d07dfea92c6d3ca77c610ef1ec01e6e5654a9d3b --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.2, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.5913811715948432, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 9.6, "flip_max_diff": 0.0, "peak_gb": 0.58} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..810d9fc7493e35162d64f831c642c6b6ae041c14 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.3, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.535497481965428, "n_train_users": 6, "n_train_chunks": 16, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 6.1, "flip_max_diff": 0.0, "peak_gb": 0.54} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..312ba861039b2a4e9439109113142028ce77d76c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 403.7, "epochs": 69, "best_epoch": 59, "dev_auc_pykt": 0.7591398524598143, "n_train_users": 983, "n_train_chunks": 4659, "n_dev_chunks": 1096, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 11.7, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7f1fb3ef963d303ef82b52cb5677c82b629f4d94 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 386.1, "epochs": 69, "best_epoch": 59, "dev_auc_pykt": 0.7638787771711776, "n_train_users": 983, "n_train_chunks": 4602, "n_dev_chunks": 1153, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 11.2, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..90117b100cb393621a94d7c977e92f535f4d863f --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 324.1, "epochs": 58, "best_epoch": 48, "dev_auc_pykt": 0.7574145204124269, "n_train_users": 983, "n_train_chunks": 4611, "n_dev_chunks": 1144, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 10.9, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a254c526c69927ab672846cc92f94000141a77cd --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 386.1, "epochs": 65, "best_epoch": 55, "dev_auc_pykt": 0.7550675554210756, "n_train_users": 983, "n_train_chunks": 4576, "n_dev_chunks": 1179, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 12.1, "flip_max_diff": 0.0, "peak_gb": 0.85} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..be5632726165e62b991f9bd0188126d5e58dbaf4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-sparsekt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 368.0, "epochs": 62, "best_epoch": 52, "dev_auc_pykt": 0.7611853021020337, "n_train_users": 983, "n_train_chunks": 4613, "n_dev_chunks": 1142, "batch_size": 64, "seq_len": 200, "n_val_users": 246, "score_s": 12.1, "flip_max_diff": 0.0, "peak_gb": 0.84} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN128-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d83e67016da6c119eed55ab2c6de176a9a016fa2 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.7, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7057093258246603, "n_train_users": 102, "n_train_chunks": 526, "n_dev_chunks": 126, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 16.6, "flip_max_diff": 0.0, "peak_gb": 2.96} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN128-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..85e32873218dfaf775145f928f7c7eb902cd1782 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.2, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6947902611457806, "n_train_users": 102, "n_train_chunks": 475, "n_dev_chunks": 102, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 18.2, "flip_max_diff": 0.0, "peak_gb": 2.93} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN128-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5883f7260398303f673b97d15ad01310b79eb2d4 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.5, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6253322640319544, "n_train_users": 102, "n_train_chunks": 492, "n_dev_chunks": 139, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 16.3, "flip_max_diff": 0.0, "peak_gb": 2.93} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN128-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ebab789c31722d6d89ed672bdfbcd466f15d26eb --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6560552776230955, "n_train_users": 102, "n_train_chunks": 451, "n_dev_chunks": 126, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 10.6, "flip_max_diff": 0.0, "peak_gb": 2.93} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN128-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..177b455adc33d3118848bd704b7b72f733edd6de --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.5, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6412733976162517, "n_train_users": 102, "n_train_chunks": 397, "n_dev_chunks": 92, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 11.3, "flip_max_diff": 0.0, "peak_gb": 2.96} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN16-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c7c439c44ad9599ee3eafc173a259ddea79697f1 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.5, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.6449376773160678, "n_train_users": 13, "n_train_chunks": 56, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 33.8, "flip_max_diff": 0.0, "peak_gb": 2.6} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN16-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c037a7867dfb0e463698520a6f7eae10343ee8af --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.2, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.6630444877867558, "n_train_users": 13, "n_train_chunks": 54, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 14.4, "flip_max_diff": 0.0, "peak_gb": 2.51} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN16-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5f3a98e15e31db169cccb9e04517c3dfc94051cf --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.6, "epochs": 50, "best_epoch": 40, "dev_auc_pykt": 0.6544436696110336, "n_train_users": 13, "n_train_chunks": 64, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 17.5, "flip_max_diff": 0.0, "peak_gb": 2.94} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN16-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7fed01d38e2bc7c8ec015db3e5475d994a9819ef --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.2, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.574620878908087, "n_train_users": 13, "n_train_chunks": 36, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 16.4, "flip_max_diff": 0.0, "peak_gb": 1.73} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN16-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cf5cf390a6ba66fa1eff5013da50384f1c464460 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.8, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.539836761168617, "n_train_users": 13, "n_train_chunks": 53, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 10.1, "flip_max_diff": 0.0, "peak_gb": 2.46} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN256-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..39f1050b50e7d65e3fa1c1ca46425fa2ded81195 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 198.2, "epochs": 67, "best_epoch": 57, "dev_auc_pykt": 0.7221098850059532, "n_train_users": 205, "n_train_chunks": 1017, "n_dev_chunks": 216, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 18.7, "flip_max_diff": 0.0, "peak_gb": 2.93} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN256-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..58b2c2bbc74cb1b586969451a6baf85d5e2799b0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 198.8, "epochs": 68, "best_epoch": 58, "dev_auc_pykt": 0.7099930636236607, "n_train_users": 205, "n_train_chunks": 954, "n_dev_chunks": 240, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 18.4, "flip_max_diff": 0.0, "peak_gb": 2.93} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN256-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b6c428eb10d44670fe87ca1275be716672957300 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 232.2, "epochs": 80, "best_epoch": 70, "dev_auc_pykt": 0.7158187939168568, "n_train_users": 205, "n_train_chunks": 955, "n_dev_chunks": 227, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 18.6, "flip_max_diff": 0.0, "peak_gb": 2.96} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN256-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8e418ceca1779044f7585d90bccbccc7e2b6d4fb --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 218.6, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.7115576782826812, "n_train_users": 205, "n_train_chunks": 910, "n_dev_chunks": 225, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 17.1, "flip_max_diff": 0.0, "peak_gb": 2.93} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN256-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d4de6f1ff02531713193b6972889e7663a0c3f34 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.9, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6726492128873344, "n_train_users": 205, "n_train_chunks": 838, "n_dev_chunks": 209, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 16.6, "flip_max_diff": 0.0, "peak_gb": 2.93} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN32-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..059ddbd56d5e36aa62ed9b27610f184b1d380e5e --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.6, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6515529025883408, "n_train_users": 26, "n_train_chunks": 103, "n_dev_chunks": 43, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 15.0, "flip_max_diff": 0.0, "peak_gb": 2.93} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN32-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4d44e1d3447fd7707a29b8724294df7a7ca7e747 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.1, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6682616596002422, "n_train_users": 26, "n_train_chunks": 117, "n_dev_chunks": 30, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 15.7, "flip_max_diff": 0.0, "peak_gb": 2.93} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN32-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ecfe1ddf4aa8fc753bffc9c68a28dedc7099910c --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.5, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6286307312502619, "n_train_users": 26, "n_train_chunks": 134, "n_dev_chunks": 28, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 15.6, "flip_max_diff": 0.0, "peak_gb": 2.94} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN32-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..51d6f59afbfde13e790fddc445202f832c570400 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.4, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.648511614238183, "n_train_users": 26, "n_train_chunks": 91, "n_dev_chunks": 37, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 17.9, "flip_max_diff": 0.0, "peak_gb": 2.93} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN32-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6723a52bfcb7c8f23bf58cec21936f2287bf99d0 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.0, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6055366628704315, "n_train_users": 26, "n_train_chunks": 118, "n_dev_chunks": 15, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 9.8, "flip_max_diff": 0.0, "peak_gb": 2.94} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN64-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1361724ea200e6480a05844587252b1ba8c53483 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.0, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6718548337949201, "n_train_users": 51, "n_train_chunks": 263, "n_dev_chunks": 71, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 17.5, "flip_max_diff": 0.0, "peak_gb": 2.93} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN64-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3ea45926e6db2c75b43519cad260b017a3583624 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.0, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6546778425382959, "n_train_users": 51, "n_train_chunks": 249, "n_dev_chunks": 80, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 16.7, "flip_max_diff": 0.0, "peak_gb": 2.94} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN64-s2/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..413370e4284b927cf2257a40afc46f4d92d40e45 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.6, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.624654984052696, "n_train_users": 51, "n_train_chunks": 250, "n_dev_chunks": 54, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 17.4, "flip_max_diff": 0.0, "peak_gb": 2.94} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN64-s3/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cf08027585310123276473deb0bb8c01b776d363 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.8, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6772271233789403, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 48, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 16.7, "flip_max_diff": 0.0, "peak_gb": 2.94} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN64-s4/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f0540bd6ab572c7bb977e4944b1f280f8a90e4e2 --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.7, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6862526833865648, "n_train_users": 51, "n_train_chunks": 199, "n_dev_chunks": 57, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 9.8, "flip_max_diff": 0.0, "peak_gb": 2.93} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN8-s0/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5da13d4f8dc82a4914c707bd82cb5963fb99b94d --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.4, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.6207952665543914, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 10, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 31.8, "flip_max_diff": 0.0, "peak_gb": 1.38} \ No newline at end of file diff --git a/pykt/assist2017/coldstart/pykt-stablekt-csN8-s1/train_info.json.done b/pykt/assist2017/coldstart/pykt-stablekt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a99069d2b56129eac24d209c5e81045d0b1a2bad --- /dev/null +++ b/pykt/assist2017/coldstart/pykt-stablekt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.4, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5480399230399231, "n_train_users": 6, "n_train_chunks": 30, "n_dev_chunks": 6, "batch_size": 64, 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mode 100644 index 0000000000000000000000000000000000000000..3156f994b0889e843b779878de26d94e4cc8bcb0 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 132.8, "epochs": 124, "best_epoch": 114, "dev_auc_pykt": 0.7636223583587964, "n_train_users": 102, "n_train_chunks": 180, "n_dev_chunks": 46, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 28.7, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN128-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5ffdad41fe1da184e4704efe137acfe922937a97 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 123.6, "epochs": 119, "best_epoch": 109, "dev_auc_pykt": 0.7523324196390131, "n_train_users": 102, "n_train_chunks": 172, "n_dev_chunks": 46, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 28.3, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN128-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4e03747c8255d60848bf66f9a0055c07dcec625d --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 149.3, "epochs": 136, "best_epoch": 126, "dev_auc_pykt": 0.8000930521091811, "n_train_users": 102, "n_train_chunks": 180, "n_dev_chunks": 48, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 27.0, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN128-s3/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..54a1f53d3ca3c322f1940629b4c0b2cc45a86773 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 126.4, "epochs": 115, "best_epoch": 105, "dev_auc_pykt": 0.7677011312440634, "n_train_users": 102, "n_train_chunks": 180, "n_dev_chunks": 46, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 27.1, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN128-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0b5cb3012cf69d846ba793c4866b044912e19d78 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.2, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6888102679425228, "n_train_users": 102, "n_train_chunks": 177, "n_dev_chunks": 46, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 28.8, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..102779e46a455ea2baa0c4a4d3b7521a8f5830c3 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.1, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6677521008403362, "n_train_users": 13, "n_train_chunks": 24, "n_dev_chunks": 5, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 51.1, "flip_max_diff": 0.0, "peak_gb": 3.48} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..859481fa64fec82cc98a7939cdc7174fc1a9a624 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.0, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.6381100266193435, "n_train_users": 13, "n_train_chunks": 21, "n_dev_chunks": 5, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 19.9, "flip_max_diff": 0.0, "peak_gb": 3.05} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0eb02c5de4d3393ba0e224d70aa494333a335ab7 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.6, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.7551488095238094, "n_train_users": 13, "n_train_chunks": 22, "n_dev_chunks": 6, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 24.9, "flip_max_diff": 0.0, "peak_gb": 3.19} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s3/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..27f00120986e79e00e7ad328b60ac3ca01bde8f5 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.6, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.7251461988304093, "n_train_users": 13, "n_train_chunks": 23, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 27.5, "flip_max_diff": 0.0, "peak_gb": 3.34} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b4d772194e35188ace6cf601ffea1a67cb589f3c --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 46.9, "epochs": 41, "best_epoch": 31, "dev_auc_pykt": 0.6313528990694345, "n_train_users": 13, "n_train_chunks": 25, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 23.9, "flip_max_diff": 0.0, "peak_gb": 3.61} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0b236197d422a9159cfcfc7454d9f3591902ddc7 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 199.6, "epochs": 88, "best_epoch": 78, "dev_auc_pykt": 0.793124196544994, "n_train_users": 205, "n_train_chunks": 361, "n_dev_chunks": 92, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 29.5, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9f8b4a82976fd2550bdae3dd84b90cc63c2676e2 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 228.9, "epochs": 103, "best_epoch": 93, "dev_auc_pykt": 0.7831406542936374, "n_train_users": 205, "n_train_chunks": 351, "n_dev_chunks": 90, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 30.8, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..14baf74554bed764b7c27b7b92bd532f11e13d37 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 209.7, "epochs": 97, "best_epoch": 87, "dev_auc_pykt": 0.7811961775098836, "n_train_users": 205, "n_train_chunks": 369, "n_dev_chunks": 98, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 29.4, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s3/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..548cd1a8e14589d9cdb888d5ef50da7ee3e5592c --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 215.7, "epochs": 95, "best_epoch": 85, "dev_auc_pykt": 0.7765904093342892, "n_train_users": 205, "n_train_chunks": 363, "n_dev_chunks": 89, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 30.1, "flip_max_diff": 0.0, "peak_gb": 9.14} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9af0e107b4b253440a9924ccd9ee0d78bfa634a1 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 201.0, "epochs": 93, "best_epoch": 83, "dev_auc_pykt": 0.7889408958536205, "n_train_users": 205, "n_train_chunks": 357, "n_dev_chunks": 91, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 29.0, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8a51b9233025a255024cb5144e89669193a1f5c9 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.4, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6970443349753694, "n_train_users": 26, "n_train_chunks": 48, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 52.1, "flip_max_diff": 0.0, "peak_gb": 6.86} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..208ed7a85c42dc492c99100dbcc096cad1ab5668 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.5, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7076518691588785, "n_train_users": 26, "n_train_chunks": 43, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 23.5, "flip_max_diff": 0.0, "peak_gb": 6.15} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e07ba6373200c93121e8ae1441d08bc01886d29a --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.0, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6815327316224444, "n_train_users": 26, "n_train_chunks": 46, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 22.5, "flip_max_diff": 0.0, "peak_gb": 6.57} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s3/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5c63857bb2692cdd42aac7b4e5138f24c6f4bffd --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 13.1, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.660953491283528, "n_train_users": 26, "n_train_chunks": 45, "n_dev_chunks": 11, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 22.7, "flip_max_diff": 0.0, "peak_gb": 6.46} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4bfa565e1e6249f818f8d41c793fedc5be73998d --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.5, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6391013118607458, "n_train_users": 26, "n_train_chunks": 45, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 15.6, "flip_max_diff": 0.0, "peak_gb": 6.43} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8b2de8e942af4bb315bd0608ccbae9d847171995 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.4, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6434776574200833, "n_train_users": 51, "n_train_chunks": 95, "n_dev_chunks": 20, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 27.4, "flip_max_diff": 0.0, "peak_gb": 9.14} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..447ef7aaa20f19ca23fc3c578d1092c0523dd1cf --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.6, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6890106687483737, "n_train_users": 51, "n_train_chunks": 90, "n_dev_chunks": 22, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 23.9, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0766229ba0f98a3d5ab14234810f3679f7a1b951 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 64.9, "epochs": 105, "best_epoch": 95, "dev_auc_pykt": 0.7273488847123436, "n_train_users": 51, "n_train_chunks": 89, "n_dev_chunks": 22, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 25.4, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s3/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1c7dcc52b63fa66bb0e28b28de8a200afa125982 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 22.3, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.667347227761113, "n_train_users": 51, "n_train_chunks": 94, "n_dev_chunks": 24, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 27.8, "flip_max_diff": 0.0, "peak_gb": 9.15} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..23bd7796e0e9a7015e5a5fa50d89c7330cb863aa --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.4, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6845867791813738, "n_train_users": 51, "n_train_chunks": 86, "n_dev_chunks": 22, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 22.7, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN8-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b6a4462865b1096b4b87ed66e8e5d29e5bada785 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.5, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.7012362637362638, "n_train_users": 6, "n_train_chunks": 11, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 15.6, "flip_max_diff": 0.0, "peak_gb": 0.64} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN8-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b8d6f2fac682df5e3482575c3241678ec43825d1 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 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b/pykt/dbe_kt22/coldstart/pykt-akt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5a22f95e0218762c2a6d1a5c6c2be102ffc87a7a --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.6, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6989425404510129, "n_train_users": 6, "n_train_chunks": 10, "n_dev_chunks": 3, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 23.6, "flip_max_diff": 0.0, "peak_gb": 1.5} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csN8-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..61e27f8f1a779115b9d533164a72d28de49604a4 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 23.2, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7455732529774716, "n_train_users": 6, "n_train_chunks": 11, "n_dev_chunks": 5, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 33.8, "flip_max_diff": 0.0, "peak_gb": 1.64} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6bfe6116a1f025cfd39b2297d3151f1b2c635269 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 515.4, "epochs": 74, "best_epoch": 64, "dev_auc_pykt": 0.7983703709635923, "n_train_users": 655, "n_train_chunks": 1144, "n_dev_chunks": 291, "batch_size": 64, "seq_len": 200, "n_val_users": 164, "score_s": 30.6, "flip_max_diff": 0.0, "peak_gb": 9.14} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..49ac06dea36e92efaa446cc72f9bcb887e6c6073 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 670.2, "epochs": 97, "best_epoch": 87, "dev_auc_pykt": 0.7984964274772686, "n_train_users": 655, "n_train_chunks": 1154, "n_dev_chunks": 281, "batch_size": 64, "seq_len": 200, "n_val_users": 164, "score_s": 31.8, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e8d657e10252739f592d413b453beb5cdd0cc743 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 417.6, "epochs": 58, "best_epoch": 48, "dev_auc_pykt": 0.7939457074729157, "n_train_users": 655, "n_train_chunks": 1146, "n_dev_chunks": 289, "batch_size": 64, "seq_len": 200, "n_val_users": 164, "score_s": 29.5, "flip_max_diff": 0.0, "peak_gb": 9.11} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s3/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a621e09117a596acffc1b16a47ecc0dd458c853f --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 421.4, "epochs": 61, "best_epoch": 51, "dev_auc_pykt": 0.808841820432638, "n_train_users": 655, "n_train_chunks": 1150, "n_dev_chunks": 285, "batch_size": 64, "seq_len": 200, "n_val_users": 164, "score_s": 29.4, "flip_max_diff": 0.0, "peak_gb": 9.14} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..528bd743a38e3589d97c4c5e7f91461e2c565ef9 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-akt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 423.7, "epochs": 65, "best_epoch": 55, "dev_auc_pykt": 0.8026943789989012, "n_train_users": 655, "n_train_chunks": 1143, "n_dev_chunks": 292, "batch_size": 64, "seq_len": 200, "n_val_users": 164, "score_s": 33.3, "flip_max_diff": 0.0, "peak_gb": 9.14} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..08c5fb7d9da5aa2a4944ccbfa179321bde88fb69 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.5, "epochs": 60, "best_epoch": 50, "dev_auc_pykt": 0.7715076865792141, "n_train_users": 102, "n_train_chunks": 180, "n_dev_chunks": 46, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 2.4, "flip_max_diff": 0.0, "peak_gb": 0.76} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6d38638695f6982024f765c53ed78b3f2c1e8beb --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.1, "epochs": 71, "best_epoch": 61, "dev_auc_pykt": 0.7668869680987016, "n_train_users": 102, "n_train_chunks": 172, "n_dev_chunks": 46, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 3.0, "flip_max_diff": 0.0, "peak_gb": 0.72} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a03bdb78e1143c2c992d9048458eff34abf3d2b2 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.7, "epochs": 69, "best_epoch": 59, "dev_auc_pykt": 0.7958692989993982, "n_train_users": 102, "n_train_chunks": 180, "n_dev_chunks": 48, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 2.5, "flip_max_diff": 0.0, "peak_gb": 0.76} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s3/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5dbd01a5e18618a0fce620c4b24fe3a65974ea6a --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.7, "epochs": 44, "best_epoch": 34, "dev_auc_pykt": 0.7545684547586682, "n_train_users": 102, "n_train_chunks": 180, "n_dev_chunks": 46, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 2.4, "flip_max_diff": 0.0, "peak_gb": 0.76} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5048aaf6da438fedf2685bbbb7d445d7665807f9 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.5, "epochs": 79, "best_epoch": 69, "dev_auc_pykt": 0.799153874105902, "n_train_users": 102, "n_train_chunks": 177, "n_dev_chunks": 46, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 2.4, "flip_max_diff": 0.0, "peak_gb": 0.74} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6acd430546a5375061d847594f8dd7357c0fed6f --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.0, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.7501517273576097, "n_train_users": 13, "n_train_chunks": 24, "n_dev_chunks": 5, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 2.4, "flip_max_diff": 0.0, "peak_gb": 0.58} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d351be22e473b6dbe963ecf335a909b8fc7700a2 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.5, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6690771960958296, "n_train_users": 13, "n_train_chunks": 21, "n_dev_chunks": 5, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 2.6, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bce6caa75e018a751eae0f3e7cda1f644d27dd87 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.0, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.7573313492063491, "n_train_users": 13, "n_train_chunks": 22, "n_dev_chunks": 6, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 2.4, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s3/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3a5a7d2b43c5052f59a7053d2451761a9d97ef72 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.7, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.783929520771626, "n_train_users": 13, "n_train_chunks": 23, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 2.6, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..649cb0e14ff035ee360721d618e524c3a1af3565 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.1, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6706036745406824, "n_train_users": 13, "n_train_chunks": 25, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 2.4, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5056b60749116789a98ac8f163f85df19a36e06c --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.2, "epochs": 51, "best_epoch": 41, "dev_auc_pykt": 0.7871466523359893, "n_train_users": 205, "n_train_chunks": 361, "n_dev_chunks": 92, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 2.5, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..703d7b74c9eedfb9c1cc40160c6c98c4c3843c5f --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.1, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.7773316450052279, "n_train_users": 205, "n_train_chunks": 351, "n_dev_chunks": 90, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 2.4, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d749de15f262c5ff49369d79d29168127131b91a --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.8, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.7825121993479243, "n_train_users": 205, "n_train_chunks": 369, "n_dev_chunks": 98, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s3/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0150f5c3a26ebea2579eaf35c246688b6f484945 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.3, "epochs": 51, "best_epoch": 41, "dev_auc_pykt": 0.7702170155066289, "n_train_users": 205, "n_train_chunks": 363, "n_dev_chunks": 89, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 3.4, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s4/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cce8b20f6b899b4a6477eecdc174ada06956f938 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.2, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.795162334738558, "n_train_users": 205, "n_train_chunks": 357, "n_dev_chunks": 91, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 2.4, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN32-s0/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1a79084b6396ea83e9cf0f403c5533596f28125a --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.7, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.746742934923516, "n_train_users": 26, "n_train_chunks": 48, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 2.6, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN32-s1/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c39a87a3a2151933297b496cd199ce15b3e8c7ad --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.8, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.7733869518332135, "n_train_users": 26, "n_train_chunks": 43, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 3.0, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN32-s2/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9410f09ecad9d720ad0768a76609e3ce22c78f2a --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.3, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7257457952733073, "n_train_users": 26, "n_train_chunks": 46, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 3.2, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/dbe_kt22/coldstart/pykt-atdkt-csN32-s3/train_info.json.done b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..698b7f4402e902e462069ec70654befa3370a574 --- /dev/null +++ b/pykt/dbe_kt22/coldstart/pykt-atdkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.3, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.7456378517104316, "n_train_users": 26, "n_train_chunks": 45, "n_dev_chunks": 11, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 2.5, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file