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a/pykt/algebra2005/coldstart/pykt-akt-csN128-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3833b33ac7af9bd739236ae102175745c5e9395f --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 276.6, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.7948803439658768, "n_train_users": 102, "n_train_chunks": 965, "n_dev_chunks": 185, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 19.9, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-akt-csN128-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3f6b0184f9f980735f0fc80d0c9af397768090d5 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/algebra2005/coldstart/pykt-akt-csN16-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..95471f3dfd007db2777fb1e5ba20f52193fac187 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 26.2, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.7660269870228219, "n_train_users": 13, "n_train_chunks": 120, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 16.2, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-akt-csN16-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bafcfed8e68530b96689ac5a58e6936a3042c178 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/algebra2005/coldstart/pykt-akt-csN16-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..89b49b97ce8a68c9d7fb578d22b92074a7cf4039 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.5, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.6301572617946346, "n_train_users": 13, "n_train_chunks": 119, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 15.2, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-akt-csN256-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..066f5e01d67f21300ca9775b88ebc20cf2e1ec43 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/algebra2005/coldstart/pykt-akt-csN256-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c44cbb395bff9b8e030a1152d80e6393a51d9488 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 415.9, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.8273359388089448, "n_train_users": 205, "n_train_chunks": 1802, "n_dev_chunks": 362, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 21.2, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-akt-csN256-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..39d8255a9bf312fab096e9805c13a1411395b5df --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/algebra2005/coldstart/pykt-akt-csN32-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1b41b76ea41903bca23c8ecadde8946161a7d7c2 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.4, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7285805067453331, "n_train_users": 26, "n_train_chunks": 205, "n_dev_chunks": 25, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 10.1, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-akt-csN32-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bdb2c0f991fc9d4d51c2d9a09af3a8cc30f2d67a --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/algebra2005/coldstart/pykt-akt-csN64-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..bf3123612a7e76842d610cea7dd0e6db90df9911 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 183.8, "epochs": 66, "best_epoch": 56, "dev_auc_pykt": 0.7872931171803059, "n_train_users": 51, "n_train_chunks": 465, "n_dev_chunks": 205, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 9.3, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-akt-csN64-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f69aca2f922ebe1b7d39af7e6cb13319458718e6 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/algebra2005/coldstart/pykt-akt-csN64-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c6f2801a6e668521c2d311ff392b20719f9847db --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 148.6, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.7963521169630352, "n_train_users": 51, "n_train_chunks": 469, "n_dev_chunks": 109, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 9.6, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-akt-csN8-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e04d5f04a3a83ffa4fc7b43e1cd87b832e7babb1 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ 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b/pykt/algebra2005/coldstart/pykt-akt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..51a2d2b557372129df0f2d003ba17819311a45ac --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.7, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6927196744748707, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 13.4, "flip_max_diff": 0.0, "peak_gb": 3.19} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-akt-csN8-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..33b2c90eeb153528d26f9cda2aab2d136bf52878 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.2, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.6716996361400092, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 50, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 15.1, "flip_max_diff": 0.0, "peak_gb": 4.05} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-akt-csN8-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d45f4b7e8a5b9fbf9a211fdb0f0d8b484670f0a1 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.1, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7679846057695471, "n_train_users": 6, "n_train_chunks": 60, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 18.5, "flip_max_diff": 0.0, "peak_gb": 8.56} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-akt-csNall-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3b57ad26f43bfdc5e195c01bfb88e2258c87f221 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 475.7, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.8189224969110076, "n_train_users": 327, "n_train_chunks": 2921, "n_dev_chunks": 612, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 20.4, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-akt-csNall-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..473d21882b923227e2310a57a31ba9d8cbc74504 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 335.8, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.8232844222963585, "n_train_users": 327, "n_train_chunks": 2954, "n_dev_chunks": 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0000000000000000000000000000000000000000..73e8493b50a75d2519504a9eaf079e287ff44db9 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 408.1, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.8152425305912132, "n_train_users": 327, "n_train_chunks": 2949, "n_dev_chunks": 584, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 13.7, "flip_max_diff": 0.0, "peak_gb": 9.12} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-akt-csNall-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-akt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6fa76f683137f54ea75e5346fde4e24f06eddc8f --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-akt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 335.9, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.819308778801154, "n_train_users": 327, "n_train_chunks": 2883, "n_dev_chunks": 650, 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0000000000000000000000000000000000000000..b8b36b42aa189ebbaf94c28691f7db7864ad963d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.4, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.7966922741337352, "n_train_users": 102, "n_train_chunks": 862, "n_dev_chunks": 208, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 1.7, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN128-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b2b773179d812e845f05b9d748474c46b23d6762 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.4, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.7908355246440679, "n_train_users": 102, "n_train_chunks": 993, "n_dev_chunks": 171, 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0000000000000000000000000000000000000000..97fe7beb94fce94441435d633faab6360be30dd6 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.5, "epochs": 41, "best_epoch": 31, "dev_auc_pykt": 0.8035367565752312, "n_train_users": 102, "n_train_chunks": 965, "n_dev_chunks": 185, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN128-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2c4ad9f3c42b0827b18b796f37d727f1e49ab064 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.8, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.7976389029050668, "n_train_users": 102, "n_train_chunks": 971, "n_dev_chunks": 222, 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0000000000000000000000000000000000000000..8e0bbde142b8d0d1863c048f3676aa15bfde813e --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.0, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.7992822966507177, "n_train_users": 13, "n_train_chunks": 120, "n_dev_chunks": 14, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 1.8, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN16-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f4c3302f737e952a9980dbfd91da4dfe953ce455 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.0, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7167945732644845, "n_train_users": 13, "n_train_chunks": 104, "n_dev_chunks": 32, "batch_size": 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0000000000000000000000000000000000000000..3f2022200f89c5d3829d82cc762aa0a3e31f5efa --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.3, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.6308973172987974, "n_train_users": 13, "n_train_chunks": 119, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0aa7728a60f4c9a2ed69d7dd87d67e824fae9318 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.1, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.8080972900064954, "n_train_users": 205, "n_train_chunks": 1810, "n_dev_chunks": 365, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 1.8, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4d56cceda988858ee21dcb44e45d928244be919b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.2, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.8048961459277179, "n_train_users": 205, "n_train_chunks": 1841, "n_dev_chunks": 446, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 2.1, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..80b2d49d3bc249cd45c85f029e7388335f1abc2f --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.1, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.8057368136469664, "n_train_users": 205, "n_train_chunks": 1802, "n_dev_chunks": 362, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 1.6, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3fb5a23bd67cf1540ed13343ac34164c5df43f07 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.2, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.8160026439901369, "n_train_users": 205, "n_train_chunks": 1935, "n_dev_chunks": 319, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fb9f56ce58ffd2c715a7a8d52765cb0aba10dc0d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.9, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.8188929551724535, "n_train_users": 205, "n_train_chunks": 1763, "n_dev_chunks": 589, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0480dcb28d36b0f90633e8da7c620b9611858121 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.0, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.7780262066912812, "n_train_users": 26, "n_train_chunks": 236, "n_dev_chunks": 46, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 1.4, "flip_max_diff": 0.0, "peak_gb": 0.99} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..28164ce89ea8dbdbe80a4c84bf55a9e0c76b1022 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.1, "epochs": 70, "best_epoch": 60, "dev_auc_pykt": 0.7392393993965546, "n_train_users": 26, "n_train_chunks": 197, "n_dev_chunks": 72, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 2.9, "flip_max_diff": 0.0, "peak_gb": 0.83} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..37f4ba14c3acf0696fc89afc8e8d4ffc568cc4aa --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.4, "epochs": 70, "best_epoch": 60, "dev_auc_pykt": 0.7538898953575104, "n_train_users": 26, "n_train_chunks": 237, "n_dev_chunks": 114, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 1.6, "flip_max_diff": 0.0, "peak_gb": 0.99} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2e3e1022520a599fc3002af9b92cb6fcbd827673 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.5, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.7873755290743094, "n_train_users": 26, "n_train_chunks": 205, "n_dev_chunks": 25, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 0.86} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0c2fc6fc38f26217d84283652e1119fdff77824a --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.8, "epochs": 70, "best_epoch": 60, "dev_auc_pykt": 0.7642439958218136, "n_train_users": 26, "n_train_chunks": 240, "n_dev_chunks": 61, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 1.4, "flip_max_diff": 0.0, "peak_gb": 1.0} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4856e7cbe5b47340db61d20c191d25804d2dda49 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.0, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.774625103834215, "n_train_users": 51, "n_train_chunks": 466, "n_dev_chunks": 68, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..be06873ccc22e9032fcf9205993e3f5f98f1f9f7 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.5, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.7840274210000111, "n_train_users": 51, "n_train_chunks": 465, "n_dev_chunks": 205, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 2.0, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d54abea104aa3addb104cc6d743aa4d1564f6e8b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.5, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.7694878435549257, "n_train_users": 51, "n_train_chunks": 477, "n_dev_chunks": 119, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5baedddcc09fd5689eb31b789a2141ff8951d382 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.3, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.786597726079446, "n_train_users": 51, "n_train_chunks": 426, "n_dev_chunks": 162, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 1.6, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0547926803b5fd400f83d6dacca4d6d88ec166db --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.7, "epochs": 51, "best_epoch": 41, "dev_auc_pykt": 0.786012558910343, "n_train_users": 51, "n_train_chunks": 469, "n_dev_chunks": 109, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 1.4, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6cb8551dc251d5886b783328d72eff37b1942c02 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.9, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.7136314386051194, "n_train_users": 6, "n_train_chunks": 21, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 1.7, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..09e9630bc0bdf57e0b94a31ea0a20218087f27b5 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.9, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.7269921353316515, "n_train_users": 6, "n_train_chunks": 90, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 1.8, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ac518a61945faa69e5cb50bb6a0025e7d1c4ec77 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.0, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7244449332209147, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f21648d5b3ccf10ab3dd6868e7d4ac9209d7d3c7 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.5, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.6889501016416405, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 50, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 1.7, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cfd6cc607c93942724f0ff496d8f9c671afc1977 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.5, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.7535442913062069, "n_train_users": 6, "n_train_chunks": 60, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 1.6, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..43f61ceede28ce4f9ccbd67a63c8fcf319cf5dde --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 28.4, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.811440945883195, "n_train_users": 327, "n_train_chunks": 2921, "n_dev_chunks": 612, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 1.7, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a2cebbdbc52c8e5903e95c9fa9f07b8e86b8ef2e --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 23.0, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.8191330392170401, "n_train_users": 327, "n_train_chunks": 2954, "n_dev_chunks": 579, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c525ef9302ed82e9b33d83aa57a0a6a6e0cd62cb --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 29.8, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.8159219003158634, "n_train_users": 327, "n_train_chunks": 2675, "n_dev_chunks": 858, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..69b840943ebc514594fa56326c6bc695e4a0df0b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 41.5, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.8147341828849057, "n_train_users": 327, "n_train_chunks": 2949, "n_dev_chunks": 584, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 2.0, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..04ff97d0de39e13f713463c48745b34d2024ec8b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 38.8, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.811589123348375, "n_train_users": 327, "n_train_chunks": 2883, "n_dev_chunks": 650, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 1.8, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atdkt-ics0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atdkt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c281c7e36a4b0e6e841f833639e1a67a571a6b37 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atdkt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 28.9, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.8012456763408864, "n_train_users": 327, "n_train_chunks": 2355, "n_dev_chunks": 498, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 0.3, "flip_max_diff": 0.0, "peak_gb": 1.07} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7563341420eaaabc6cbd23b528b09fcfa050f7f1 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 81.5, "epochs": 125, "best_epoch": 115, "dev_auc_pykt": 0.7706912461784728, "n_train_users": 102, "n_train_chunks": 862, "n_dev_chunks": 208, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8c3d41132cb8423fe75f92a3bb7ae04976bd9d01 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 165.0, "epochs": 143, "best_epoch": 133, "dev_auc_pykt": 0.7677996782342571, "n_train_users": 102, "n_train_chunks": 993, "n_dev_chunks": 171, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 1.7, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c0fc20187a01152b987de4e56f5e950287fb78b4 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 112.4, "epochs": 137, "best_epoch": 127, "dev_auc_pykt": 0.7860599588256971, "n_train_users": 102, "n_train_chunks": 875, "n_dev_chunks": 252, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 1.4, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2dd41f584919f4142c92f25b446206a691fcde8b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 98.7, "epochs": 131, "best_epoch": 121, "dev_auc_pykt": 0.7765839910061496, "n_train_users": 102, "n_train_chunks": 965, "n_dev_chunks": 185, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a89f4a1bf76445e8118e7eedd45c1329796af21 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 136.4, "epochs": 150, "best_epoch": 140, "dev_auc_pykt": 0.768137729087051, "n_train_users": 102, "n_train_chunks": 971, "n_dev_chunks": 222, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c629950a019eb969b169abd38df0f3cfed89baf5 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.4, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6233098066795603, "n_train_users": 13, "n_train_chunks": 90, "n_dev_chunks": 34, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..55739f583d8e18cb5c5e04e8548b9e2738850240 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.7, "epochs": 94, "best_epoch": 84, "dev_auc_pykt": 0.7245757461016833, "n_train_users": 13, "n_train_chunks": 120, "n_dev_chunks": 14, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..310acc95a9f5e90224e09ea6593240e96498b381 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.7, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.6265079943475209, "n_train_users": 13, "n_train_chunks": 104, "n_dev_chunks": 32, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..85c1389f90afaf120333bed7aeb3ed923cce5910 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.5, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6263342479260594, "n_train_users": 13, "n_train_chunks": 99, "n_dev_chunks": 19, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..924e887e9ff18761793441c970638fd4c16cddc1 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.4, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.5006475485661426, "n_train_users": 13, "n_train_chunks": 119, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 1.1, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..35fe7123d061bc2909c22d9d6bf6a7050838a93c --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 189.5, "epochs": 131, "best_epoch": 121, "dev_auc_pykt": 0.7870428581723086, "n_train_users": 205, "n_train_chunks": 1810, "n_dev_chunks": 365, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 1.7, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..46d9e16a1382c7d04c1aacc88afde96e93f96d88 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 242.7, "epochs": 134, "best_epoch": 124, "dev_auc_pykt": 0.7846877329304416, "n_train_users": 205, "n_train_chunks": 1841, "n_dev_chunks": 446, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 1.5, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3d07ceca58ec716f13e35f1c26a774ac3d862e9d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 211.1, "epochs": 114, "best_epoch": 104, "dev_auc_pykt": 0.7903332225388053, "n_train_users": 205, "n_train_chunks": 1802, "n_dev_chunks": 362, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a2bf2bc656d57bf7a0e730791548ffb392909215 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 174.4, "epochs": 123, "best_epoch": 113, "dev_auc_pykt": 0.7923420105438039, "n_train_users": 205, "n_train_chunks": 1935, "n_dev_chunks": 319, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4e4ed5120ac1c96c36a838641e8925a3f2717669 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 253.3, "epochs": 144, "best_epoch": 134, "dev_auc_pykt": 0.7954713171699761, "n_train_users": 205, "n_train_chunks": 1763, "n_dev_chunks": 589, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 1.7, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8791260128880ce8f54b925b287d1cb8b04af7df --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.9, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6846244746968655, "n_train_users": 26, "n_train_chunks": 236, "n_dev_chunks": 46, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 1.35} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5a222df7b439eb2cb5fa76856724cc5d5ff2d4ef --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.0, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.628251697835591, "n_train_users": 26, "n_train_chunks": 197, "n_dev_chunks": 72, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 2.2, "flip_max_diff": 0.0, "peak_gb": 1.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..185c6a45d98043b17333242d2e7b3e5c055920f4 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.7, "epochs": 142, "best_epoch": 132, "dev_auc_pykt": 0.6833876540205859, "n_train_users": 26, "n_train_chunks": 237, "n_dev_chunks": 114, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 1.36} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..390b55bf2c9f2fd271364466c1c83778cb65e369 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.1, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.6833748965171461, "n_train_users": 26, "n_train_chunks": 205, "n_dev_chunks": 25, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 1.18} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0c386bc8fbbdc8647631bf3acd9d4f992255d9ba --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.9, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.6573044641827308, "n_train_users": 26, "n_train_chunks": 240, "n_dev_chunks": 61, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 1.38} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c45e156833500ddc9d5a9e4387f87041d3485cfd --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 70.6, "epochs": 193, "best_epoch": 183, "dev_auc_pykt": 0.7342150785877372, "n_train_users": 51, "n_train_chunks": 466, "n_dev_chunks": 68, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 1.1, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..77436d90e7af7f3ea3c7b70fa9132dba93d7799a --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 73.8, "epochs": 139, "best_epoch": 129, "dev_auc_pykt": 0.7596950810247716, "n_train_users": 51, "n_train_chunks": 465, "n_dev_chunks": 205, "batch_size": 128, "seq_len": 200, "n_val_users": 13, "score_s": 1.9, "flip_max_diff": 0.0, "peak_gb": 0.74} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5efd2d36dcfd10b95e037314fec658d015be99d5 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 81.3, "epochs": 200, "best_epoch": 196, "dev_auc_pykt": 0.7414105013747015, "n_train_users": 51, "n_train_chunks": 477, "n_dev_chunks": 119, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..58ee380fadd0c7e683dc36d345deee932c1f9148 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 53.9, "epochs": 91, "best_epoch": 81, "dev_auc_pykt": 0.7586616447666205, "n_train_users": 51, "n_train_chunks": 426, "n_dev_chunks": 162, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 2.8, "flip_max_diff": 0.0, "peak_gb": 0.38} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN64-s4/train_info.json.done new file mode 100644 index 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"batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN8-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..992ac0499e57013a3a4cee29f8af66c3fc7c5852 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.8, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.6641341445318296, "n_train_users": 6, "n_train_chunks": 90, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN8-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..df02553e670aed9e27cced011613b1e7da68f078 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 0.8, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.6190463971064433, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN8-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2505f5e99c302dfdc376644c4ef5c65c10cb6f48 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.3, "epochs": 59, "best_epoch": 49, "dev_auc_pykt": 0.6110539554826697, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 50, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 4.3, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csN8-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3e30c3bfa11366f70627db3ee8e27462cf2d1835 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1.8, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.7095161343376863, "n_train_users": 6, "n_train_chunks": 60, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 0.8} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1e3476c3a6e010fe9bc2bf2149e13bbed5fea1c1 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 228.7, "epochs": 94, "best_epoch": 84, "dev_auc_pykt": 0.7874396963742286, "n_train_users": 327, "n_train_chunks": 2921, "n_dev_chunks": 612, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..97986dfdcdf043bf506fc76efefc1345d76d6fab --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 355.2, "epochs": 143, "best_epoch": 133, "dev_auc_pykt": 0.8002547580776744, "n_train_users": 327, "n_train_chunks": 2954, "n_dev_chunks": 579, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 1.4, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e9d1076f5df73d868ea3ab2a59f0119c9061d021 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 356.0, "epochs": 137, "best_epoch": 127, "dev_auc_pykt": 0.7966193110011454, "n_train_users": 327, "n_train_chunks": 2675, "n_dev_chunks": 858, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 1.8, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7444e611b1d140d166a6043858383c37853d784b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 250.2, "epochs": 110, "best_epoch": 100, "dev_auc_pykt": 0.7908114061358988, "n_train_users": 327, "n_train_chunks": 2949, "n_dev_chunks": 584, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0ccab0bd1c0c076c449c7a08268964a99798d66c --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 366.8, "epochs": 168, "best_epoch": 158, "dev_auc_pykt": 0.7937056147300428, "n_train_users": 327, "n_train_chunks": 2883, "n_dev_chunks": 650, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 1.2, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix-ics0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..04c657370d9f4c2d884821b13462c495d06bb165 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 521.2, "epochs": 97, "best_epoch": 87, "dev_auc_pykt": 0.773273955305875, "n_train_users": 327, "n_train_chunks": 2355, "n_dev_chunks": 498, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 0.2, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-atktfix_bsprobe-csN64-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-atktfix_bsprobe-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..211d9581ea64a9580e28fac5c9f6c5c7da56644c --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-atktfix_bsprobe-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 70.5, "epochs": 200, "best_epoch": 198, "dev_auc_pykt": 0.754298456296759, "n_train_users": 51, "n_train_chunks": 426, "n_dev_chunks": 162, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 1.1, "flip_max_diff": 0.0, "peak_gb": 1.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-deep_irt-ics0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-deep_irt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..44217db4271c3e978fd81f29c765184afe91bb7c --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-deep_irt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 390.1, "epochs": 83, "best_epoch": 73, "dev_auc_pykt": 0.7889367559589606, "n_train_users": 327, "n_train_chunks": 2355, "n_dev_chunks": 498, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 0.8, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-deep_irt-ics1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-deep_irt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ef23da3801ee170a855e226a46d4245c5dc1007d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-deep_irt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 296.6, "epochs": 70, "best_epoch": 60, "dev_auc_pykt": 0.7973691587243151, "n_train_users": 327, "n_train_chunks": 2416, "n_dev_chunks": 473, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 0.7, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-deep_irt-ics2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-deep_irt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d5d9e0610fd91c4c9a3853e22d1ae277f2a9f64d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-deep_irt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 324.5, "epochs": 82, "best_epoch": 72, "dev_auc_pykt": 0.7940232568286583, "n_train_users": 327, "n_train_chunks": 2177, "n_dev_chunks": 701, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 0.7, "flip_max_diff": 0.0, "peak_gb": 2.64} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..53512a3a3b07d25b03e3cf16e6ef33475c008c65 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 263.3, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.787495249766984, "n_train_users": 102, "n_train_chunks": 862, "n_dev_chunks": 208, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 18.8, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fa0c23ad6e497e7e991a3f3a90a1034ea049f3b6 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 343.8, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7920865507196717, "n_train_users": 102, "n_train_chunks": 993, "n_dev_chunks": 171, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 26.4, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2863ffb81ccefe538f78ff325581b4982ff827c9 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 218.3, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.8048409405025689, "n_train_users": 102, "n_train_chunks": 875, "n_dev_chunks": 252, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 20.3, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2a2460bfff94d88a04de90d204aaab19b0e4b230 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 308.2, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.7927697905626446, "n_train_users": 102, "n_train_chunks": 965, "n_dev_chunks": 185, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 19.3, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1d2abe5a4d2ba68fcc8473ab5f51b62375ac5b47 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 263.4, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.7938249860907876, "n_train_users": 102, "n_train_chunks": 971, "n_dev_chunks": 222, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 19.4, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..629416492ceced31d6a41535c3c6ac5789648419 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 94.2, "epochs": 65, "best_epoch": 55, "dev_auc_pykt": 0.735219819321997, "n_train_users": 13, "n_train_chunks": 90, "n_dev_chunks": 34, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 19.1, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..02d1fd5879eede20c825137cea278d27c4c0a327 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 56.4, "epochs": 41, "best_epoch": 31, "dev_auc_pykt": 0.7869505352655674, "n_train_users": 13, "n_train_chunks": 120, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 19.0, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..92822274aa5e3f4a6c8ce89678ec0f430055402b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 34.7, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6936689566909889, "n_train_users": 13, "n_train_chunks": 104, "n_dev_chunks": 32, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 18.8, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3a069f7630ae585eaaf8c1746e117b8ddb4b8de5 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 63.5, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.6998371100550576, "n_train_users": 13, "n_train_chunks": 99, "n_dev_chunks": 19, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 20.0, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f5b402ae6a8a19edf828d573009596065264e5f5 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.9, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.5725254394079556, "n_train_users": 13, "n_train_chunks": 119, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 18.7, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5b791eeb9ccbe49a07216076ce0d5a3929af32a3 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 528.6, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.8200086878949676, "n_train_users": 205, "n_train_chunks": 1810, "n_dev_chunks": 365, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 18.4, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..771f87a28eb4db960c8913433caa44fc2985370a --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 735.7, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.813973371153309, "n_train_users": 205, "n_train_chunks": 1841, "n_dev_chunks": 446, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 22.8, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0dd2ac09d65b614d6703dba4483e8018aa8f01cb --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 494.6, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.819105954586709, "n_train_users": 205, "n_train_chunks": 1802, "n_dev_chunks": 362, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 20.3, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cc0eb943b41b0c66905163b809169d88448231ed --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 575.9, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.8229455910669239, "n_train_users": 205, "n_train_chunks": 1935, "n_dev_chunks": 319, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 19.5, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5887da8de3e6a761a341ed04538644f383adb554 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 463.4, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.8239322616526386, "n_train_users": 205, "n_train_chunks": 1763, "n_dev_chunks": 589, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 18.7, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2162f14341eda7cc773f0e422fb84c3b838a393d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 91.9, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.7840358340006661, "n_train_users": 26, "n_train_chunks": 236, "n_dev_chunks": 46, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 18.4, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fa927b5d4268eb658c283232431915ea318e2257 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 191.5, "epochs": 55, "best_epoch": 45, "dev_auc_pykt": 0.7044800168093399, "n_train_users": 26, "n_train_chunks": 197, "n_dev_chunks": 72, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 23.2, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..eecd0820cd6ee0e828ecffeed22f08958934d9b4 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 105.1, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.7445964012549058, "n_train_users": 26, "n_train_chunks": 237, "n_dev_chunks": 114, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 20.8, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..79b1f090fafa4e2621976240cf9df678e74fb763 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 126.2, "epochs": 49, "best_epoch": 39, "dev_auc_pykt": 0.7814063174096056, "n_train_users": 26, "n_train_chunks": 205, "n_dev_chunks": 25, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 20.8, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6a723e00cdc0f5ff7d218cab0bb4dab26734c7cf --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 87.0, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.7470988926049383, "n_train_users": 26, "n_train_chunks": 240, "n_dev_chunks": 61, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 18.1, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b84f12a3707e254804a4419598380ec3d0231d0c --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 212.0, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.7563300534880792, "n_train_users": 51, "n_train_chunks": 466, "n_dev_chunks": 68, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 18.4, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7de3ead203956e825b3537b91bf85b367b4d42bd --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 263.5, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.770945815089572, "n_train_users": 51, "n_train_chunks": 465, "n_dev_chunks": 205, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 22.5, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..eda2b846969e7b76898dfc0739ee1e03c1eab047 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 166.0, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.759428935512267, "n_train_users": 51, "n_train_chunks": 477, "n_dev_chunks": 119, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 18.6, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..579afaed044c9483b2dcd331afd39aefec0be08d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 151.4, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.7798200824106393, "n_train_users": 51, "n_train_chunks": 426, "n_dev_chunks": 162, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 19.4, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..68d9058e7fbb9bf425345030a5846e25a31bf6fc --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 148.9, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.7682113076052823, "n_train_users": 51, "n_train_chunks": 469, "n_dev_chunks": 109, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 18.7, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..75e0cfe0fc0aff78fa614967453a3c1abd1f5b74 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.5, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.6147210930355866, "n_train_users": 6, "n_train_chunks": 21, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 18.2, "flip_max_diff": 0.0, "peak_gb": 0.46} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..003d1bb93805c4e8f87d739e5178bad9c965454a --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.4, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6909036949102241, "n_train_users": 6, "n_train_chunks": 90, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 19.0, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d535150b8c3e669293289572af57e989e9cede35 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 31.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.6934051834744676, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 19.3, "flip_max_diff": 0.0, "peak_gb": 0.46} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..213262905d89154e6c8661171ab5c709881d7c86 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 15.5, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6463453851278634, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 50, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 19.3, "flip_max_diff": 0.0, "peak_gb": 0.47} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..20e90e2e551e6a29fa1202037bd92e3ff385e15e --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.6, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7521792046314265, "n_train_users": 6, "n_train_chunks": 60, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 18.5, "flip_max_diff": 0.0, "peak_gb": 0.59} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..eba86f9e2441e9ac16145eeef740a8b0d9a0273b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 947.8, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.8257545144456285, "n_train_users": 327, "n_train_chunks": 2921, "n_dev_chunks": 612, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 19.0, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..21128f940f65805f1077d9e00acdabb2059ac317 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 925.7, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.83068436251941, "n_train_users": 327, "n_train_chunks": 2954, "n_dev_chunks": 579, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 19.7, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..84687664105765027824429497e0632cf0a14242 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 991.7, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.8282326076852964, "n_train_users": 327, "n_train_chunks": 2675, "n_dev_chunks": 858, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 20.2, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ceca656588d79177e4139acd14431f9c9736034b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 829.3, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.8269494630715641, "n_train_users": 327, "n_train_chunks": 2949, "n_dev_chunks": 584, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 20.6, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..61e420582e89291b72192a02bd3080e506f7068c --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 951.6, "epochs": 36, "best_epoch": 26, "dev_auc_pykt": 0.8218761677564727, "n_train_users": 327, "n_train_chunks": 2883, "n_dev_chunks": 650, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 19.8, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dimkt-ics0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dimkt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6da57e0f70b504868dfa5c2073643a122e7a086d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dimkt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 626.0, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.8166175277021634, "n_train_users": 327, "n_train_chunks": 2355, "n_dev_chunks": 498, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 3.2, "flip_max_diff": 0.0, "peak_gb": 0.6} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dkvmn-ics0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dkvmn-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..58b96bbae95dfe0f7965cf6192ba5893534405db --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dkvmn-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 355.2, "epochs": 71, "best_epoch": 61, "dev_auc_pykt": 0.7919934596684411, "n_train_users": 327, "n_train_chunks": 2355, "n_dev_chunks": 498, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 0.7, "flip_max_diff": 0.0, "peak_gb": 2.63} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dkvmn-ics1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dkvmn-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..03f344fac2edf7d0fe79772ebc1ada8f60b0fd6d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dkvmn-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 280.7, "epochs": 70, "best_epoch": 60, "dev_auc_pykt": 0.800235139911405, "n_train_users": 327, "n_train_chunks": 2416, "n_dev_chunks": 473, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 0.5, "flip_max_diff": 0.0, "peak_gb": 2.63} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dkvmn-ics2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dkvmn-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..35964d7371cf8fc431b6b22aa40a12791efb4420 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dkvmn-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 353.5, "epochs": 85, "best_epoch": 75, "dev_auc_pykt": 0.7945972548612615, "n_train_users": 327, "n_train_chunks": 2177, "n_dev_chunks": 701, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 0.6, "flip_max_diff": 0.0, "peak_gb": 2.63} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0259f16a5281cf050862cd694f3303b37b4779c7 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 360.7, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7891319402312774, "n_train_users": 102, "n_train_chunks": 862, "n_dev_chunks": 208, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 22.8, "flip_max_diff": 0.0, "peak_gb": 15.15} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e6577594f1f613ffc2715d0e6eb4413ece376f3d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 274.7, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7757383210750791, "n_train_users": 102, "n_train_chunks": 971, "n_dev_chunks": 222, "batch_size": 32, "seq_len": 200, "n_val_users": 26, "score_s": 18.9, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7294a430e4d59d99fa0d57d7105e0b7f2aa504d8 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 97.2, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.7275400832223979, "n_train_users": 13, "n_train_chunks": 90, "n_dev_chunks": 34, "batch_size": 32, "seq_len": 200, "n_val_users": 3, "score_s": 23.8, "flip_max_diff": 0.0, "peak_gb": 15.15} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN16-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dec1e60c51f139d25d5ecbd43eb81fbd0bb7bd53 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 91.0, "epochs": 40, 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a/pykt/algebra2005/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c9913316ec4cd7c6692e3bf71c9c219d40122c42 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 673.3, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.802022187052915, "n_train_users": 205, "n_train_chunks": 1810, "n_dev_chunks": 365, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 25.5, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN256-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..138ae10935ea22bc4e2d4711364381c65ee73f34 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 595.3, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.8072543710114675, "n_train_users": 205, "n_train_chunks": 1763, "n_dev_chunks": 589, "batch_size": 32, "seq_len": 200, "n_val_users": 51, "score_s": 25.8, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN32-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..42b26f0ca6701e06db8501ede28d7b1f1fb70a70 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 127.1, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7794102431453699, "n_train_users": 26, "n_train_chunks": 236, "n_dev_chunks": 46, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 31.8, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN32-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6b0d3a1e4859182e55d1dc728eb7182d9022340e --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 167.7, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.7545536481221433, "n_train_users": 26, "n_train_chunks": 237, "n_dev_chunks": 114, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 22.6, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d60d6c0cf3d6018945b593de6d23da9a88ec294f --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 172.8, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.7504970784362266, "n_train_users": 26, "n_train_chunks": 240, "n_dev_chunks": 61, "batch_size": 32, "seq_len": 200, "n_val_users": 6, "score_s": 19.4, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..212168c72b439fab571df6f747319cadeeebcd78 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 244.5, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.7567115130420559, "n_train_users": 51, "n_train_chunks": 466, "n_dev_chunks": 68, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 22.1, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1a21d6ce0c271fd31cfb8021aeb210cfd65e57b0 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 261.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7648743716898851, "n_train_users": 51, "n_train_chunks": 477, "n_dev_chunks": 119, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 24.6, "flip_max_diff": 0.0, "peak_gb": 15.19} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..76a8adaac91b8a4a4748c10e3c20f46165e4da8c --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 246.6, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.7718306207669893, "n_train_users": 51, "n_train_chunks": 469, "n_dev_chunks": 109, "batch_size": 32, "seq_len": 200, "n_val_users": 13, "score_s": 17.9, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1b47cdd4821cea21ed2ed56706550c09ddcdf1b9 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 25.2, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.6665181007123481, "n_train_users": 6, "n_train_chunks": 21, "n_dev_chunks": 9, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 22.7, "flip_max_diff": 0.0, "peak_gb": 9.96} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a28f012520a2e4149c7f287df0fd31d1205a83a0 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 19.0, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.6638122120801104, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 13, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 18.4, "flip_max_diff": 0.0, "peak_gb": 10.41} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..54bdc8ca970968ecf677cb2211b9447e5350cd12 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 36.0, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.7466859642774908, "n_train_users": 6, "n_train_chunks": 60, "n_dev_chunks": 7, "batch_size": 32, "seq_len": 200, "n_val_users": 2, "score_s": 18.3, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-csNall-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7ebf1fcc3265ea0029b9d0c0de0e01f6e05a8e9d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1197.0, "epochs": 14, 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a/pykt/algebra2005/coldstart/pykt-dtransformer-ics1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..98bf4b5bdb77d650fbad4030889c97f8f7000720 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1095.0, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.8073911809538945, "n_train_users": 327, "n_train_chunks": 2416, "n_dev_chunks": 473, "batch_size": 32, "seq_len": 200, "n_val_users": 82, "score_s": 6.0, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-dtransformer-ics2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-dtransformer-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..69eb704653a3e5675614e6786805ee4d18116f2f --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-dtransformer-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 891.7, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.8048512751828484, "n_train_users": 327, "n_train_chunks": 2177, "n_dev_chunks": 701, "batch_size": 32, "seq_len": 200, "n_val_users": 82, "score_s": 3.7, "flip_max_diff": 0.0, "peak_gb": 15.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6ac24e2aa23fa645728dd47df70f3dabbea54870 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 104.1, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.7971834206835905, "n_train_users": 102, "n_train_chunks": 862, "n_dev_chunks": 208, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 8.1, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a8bfcad69cdf8a50704bb130318dad26ceda0729 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 87.8, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.7996620411485685, "n_train_users": 102, "n_train_chunks": 993, "n_dev_chunks": 171, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 7.1, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..23621b6b555b39862c77a02ba2af20da90f443b7 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 75.4, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.8117358493059521, "n_train_users": 102, "n_train_chunks": 875, "n_dev_chunks": 252, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 7.5, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..68760e6cc7c2ce692aa6de5861f6adcdf8f50fe4 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 65.7, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.8067364246450662, "n_train_users": 102, "n_train_chunks": 965, "n_dev_chunks": 185, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 4.2, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..76e4cf981be248254a088e5444c081787322a8d5 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 60.5, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.7968050472846828, "n_train_users": 102, "n_train_chunks": 971, "n_dev_chunks": 222, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 4.2, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2017556f42ff74fa018baf9581f8039eef5f0672 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.5, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7270243387838142, "n_train_users": 13, "n_train_chunks": 90, "n_dev_chunks": 34, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 9.3, "flip_max_diff": 0.0, "peak_gb": 4.12} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..97cf737ef99156fde0ace4e2fd9ca276173c5c5a --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.9, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.7577518846167085, "n_train_users": 13, "n_train_chunks": 120, "n_dev_chunks": 14, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 4.5, "flip_max_diff": 0.0, "peak_gb": 5.41} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..08463ee5fd177437eb02b1290242194362c63940 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.2, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6892602895562449, "n_train_users": 13, "n_train_chunks": 104, "n_dev_chunks": 32, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 6.7, "flip_max_diff": 0.0, "peak_gb": 4.74} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e1a84530b3996f73d46860808ef9bc143aee0324 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.4, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6882429315147924, "n_train_users": 13, "n_train_chunks": 99, "n_dev_chunks": 19, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 7.4, "flip_max_diff": 0.0, "peak_gb": 4.53} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4e9ba1e8f24f0815dac287b3aed5315c0b5dc594 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.8, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6642923219241443, "n_train_users": 13, "n_train_chunks": 119, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 6.6, "flip_max_diff": 0.0, "peak_gb": 5.36} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..952ea22d254d60ddc2a66eccd1e899177513e9b0 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 127.1, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.8158127782984503, "n_train_users": 205, "n_train_chunks": 1810, "n_dev_chunks": 365, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 7.0, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5f1b8d3d5796a17d665b8192085883fca6cb5603 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 137.3, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.8107004675388292, "n_train_users": 205, "n_train_chunks": 1841, "n_dev_chunks": 446, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 6.5, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fb15d37d13f86fddb5eba15daf433b3ce2dd6b3b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 104.2, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.8145030477926261, "n_train_users": 205, "n_train_chunks": 1802, "n_dev_chunks": 362, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 7.2, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..79540f91ff457bc02bbe8f9a206f99cb43e47413 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 145.7, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.8209300559095515, "n_train_users": 205, "n_train_chunks": 1935, "n_dev_chunks": 319, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 8.5, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7525a87a14bc780f50da1ff0adb62e17cfd7fd6b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 71.8, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.8262309951387037, "n_train_users": 205, "n_train_chunks": 1763, "n_dev_chunks": 589, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 6.9, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN32-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..56d96b938e20a607e8579b1f9dc7e1c55201d2ab --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.7, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7789690948132295, "n_train_users": 26, "n_train_chunks": 236, "n_dev_chunks": 46, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 4.2, "flip_max_diff": 0.0, "peak_gb": 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b/pykt/algebra2005/coldstart/pykt-extrakt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.8, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7273546654191878, "n_train_users": 26, "n_train_chunks": 237, "n_dev_chunks": 114, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 4.3, "flip_max_diff": 0.0, "peak_gb": 10.43} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN32-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2a8a62556c6d09400ae0304869ec1e10879f85c3 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.5, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7708262887259074, "n_train_users": 26, "n_train_chunks": 205, "n_dev_chunks": 25, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 5.4, "flip_max_diff": 0.0, "peak_gb": 9.06} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN32-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..cb3329a1448a2d46f302685b31d3bc55535455c7 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.8, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.7313081287637714, "n_train_users": 26, "n_train_chunks": 240, "n_dev_chunks": 61, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 4.4, "flip_max_diff": 0.0, "peak_gb": 10.58} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..23db09ea8f5d6c58e60a0b57ba6a965e8d18c0df --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.8, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7260661998450019, "n_train_users": 51, "n_train_chunks": 466, "n_dev_chunks": 68, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 4.9, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a966e3c34e961367e13e2526b05f0f556b0b24ae --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 71.4, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.790839777986293, "n_train_users": 51, "n_train_chunks": 465, "n_dev_chunks": 205, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 6.9, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0ff022377d4ff1aef4133bad0b1ffea20ff30059 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 16.5, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.7245343889333482, "n_train_users": 51, "n_train_chunks": 477, "n_dev_chunks": 119, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 7.8, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..da1b0920a12798c82eee9a3a842dce311de73cbe --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 55.9, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.7889374238471241, "n_train_users": 51, "n_train_chunks": 426, "n_dev_chunks": 162, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 7.2, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1c1e53f3ff3ae77463dbfc464b70655689cb1cd7 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.3, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.7420664322642467, "n_train_users": 51, "n_train_chunks": 469, "n_dev_chunks": 109, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 4.3, "flip_max_diff": 0.0, "peak_gb": 11.27} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a054515ffca4e3b26c749f35436b2e9feaa2c299 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.6, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.750036501118087, "n_train_users": 6, "n_train_chunks": 21, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 8.2, "flip_max_diff": 0.0, "peak_gb": 1.21} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..163fb032a5be1faaf110643bbd65fa980a280a32 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.4, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.7188900430330909, "n_train_users": 6, "n_train_chunks": 90, "n_dev_chunks": 4, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 6.7, "flip_max_diff": 0.0, "peak_gb": 4.12} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..df1c8e915cef03caeac95c6a3d23d75e2b80993d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.9, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.7076456859366791, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 8.0, "flip_max_diff": 0.0, "peak_gb": 1.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8aa2d23d8e7d1b870dbb71168606d2103182877b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3.4, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6979166310778568, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 50, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 4.8, "flip_max_diff": 0.0, "peak_gb": 1.52} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6867ef7f6559ec31ed0a4fafe516482d4ecf3ce7 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.4, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7582563073583106, "n_train_users": 6, "n_train_chunks": 60, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 4.4, "flip_max_diff": 0.0, "peak_gb": 2.83} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..90fdaabdbd72a6df5a3a3ea4072b76013fad8ac8 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 177.8, "epochs": 24, "best_epoch": 14, "dev_auc_pykt": 0.8183510390037895, "n_train_users": 327, "n_train_chunks": 2921, "n_dev_chunks": 612, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 8.0, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5f902e1ce534dbef9f46cd8303181c16a8336b72 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 160.0, "epochs": 20, "best_epoch": 10, "dev_auc_pykt": 0.8243922868095506, "n_train_users": 327, "n_train_chunks": 2954, "n_dev_chunks": 579, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 8.2, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3af26985cca93eb0475ac3ae12f69f867e65261a --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 168.1, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.8207043284096124, "n_train_users": 327, "n_train_chunks": 2675, "n_dev_chunks": 858, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 8.0, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..efed924c904813966a26e0c8b9a0ac7a20b2bb59 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 157.7, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.822981657973958, "n_train_users": 327, "n_train_chunks": 2949, "n_dev_chunks": 584, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 7.1, "flip_max_diff": 0.0, "peak_gb": 11.24} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..aed11549d25dd84adf625a25e7ecf6dd373c08a5 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 84.3, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.8129094790736657, "n_train_users": 327, "n_train_chunks": 2883, "n_dev_chunks": 650, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 4.2, "flip_max_diff": 0.0, "peak_gb": 11.25} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-extrakt-ics0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-extrakt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a3db8974c0536eb6294251e990733eda5d0301e4 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-extrakt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 163.9, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.8121100786337702, "n_train_users": 327, "n_train_chunks": 2355, "n_dev_chunks": 498, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 1.0, "flip_max_diff": 0.0, "peak_gb": 11.26} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN128-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5145c039125f26a662d989886a7477f45ae0e518 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 113.5, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7932034674654074, "n_train_users": 102, "n_train_chunks": 862, "n_dev_chunks": 208, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 18.9, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN128-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..06d59fccd1fc7d393352b17b69e3d13c900b2226 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 135.0, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.800209310386831, "n_train_users": 102, "n_train_chunks": 993, "n_dev_chunks": 171, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 18.5, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN128-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..14a7a04a7fcdc1d67a6e45eb6bfd4486c9a6892c --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 117.9, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.8086192221938312, "n_train_users": 102, "n_train_chunks": 875, "n_dev_chunks": 252, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 18.6, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN128-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..eb025c956e2c1c746329c8baf1d728c482f30a54 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 101.4, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.801240340742382, "n_train_users": 102, "n_train_chunks": 965, "n_dev_chunks": 185, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 13.6, "flip_max_diff": 0.0, 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b/pykt/algebra2005/coldstart/pykt-folibikt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 14.7, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.691527055651839, "n_train_users": 13, "n_train_chunks": 90, "n_dev_chunks": 34, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 22.7, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN16-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..88c18af7cced4c3f3771c095f8b2b84e1f2efded --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.4, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.7302450862276687, "n_train_users": 13, "n_train_chunks": 120, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 16.6, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN16-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7025a4978e319f0482348f897c3ba531b558f48a --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.8, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6864353830976652, "n_train_users": 13, "n_train_chunks": 104, "n_dev_chunks": 32, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 8.7, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN16-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e1938840b1c3db044fc4000922c2790bb8717e4a --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 17.3, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.7174118566512461, "n_train_users": 13, "n_train_chunks": 99, "n_dev_chunks": 19, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 9.2, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN16-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2f5b752a07470d5d7e9620ed45315f350d671bf6 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 12.6, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.628677150786309, "n_train_users": 13, "n_train_chunks": 119, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 15.8, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN256-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..46410d8921b010caad21366b05f5d6de3de5a25e --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 183.2, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.8118537118426115, "n_train_users": 205, "n_train_chunks": 1810, "n_dev_chunks": 365, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 18.5, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN256-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0edae241461b22ddf119294910fd65e636166107 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 204.4, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.8070416046288522, "n_train_users": 205, "n_train_chunks": 1841, "n_dev_chunks": 446, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 18.5, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN256-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..608f3861e616c8af1c1cf3387a78b55d7f73190b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 120.3, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.8101385065889941, "n_train_users": 205, "n_train_chunks": 1802, "n_dev_chunks": 362, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 10.1, "flip_max_diff": 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+++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 169.6, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.8137493844278076, "n_train_users": 205, "n_train_chunks": 1763, "n_dev_chunks": 589, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 8.7, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5e67d5d28d372287c23b95dcff40bb69b15be31b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 30.6, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7401272243443012, "n_train_users": 26, "n_train_chunks": 236, "n_dev_chunks": 46, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 19.9, "flip_max_diff": 0.0, "peak_gb": 8.14} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ee11c855c4005396e19ed3a4ad5210f077cac056 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 45.8, "epochs": 56, "best_epoch": 46, "dev_auc_pykt": 0.7225692307840591, "n_train_users": 26, "n_train_chunks": 197, "n_dev_chunks": 72, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 11.2, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a3009b6346b673ca4a657edde7f77c6421e74e88 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 37.5, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.7551485991618047, "n_train_users": 26, "n_train_chunks": 237, "n_dev_chunks": 114, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 9.5, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1130eaee7d5077f0fa6635ca968e0358489026e4 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 54.9, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.8007211734664132, "n_train_users": 26, "n_train_chunks": 205, "n_dev_chunks": 25, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 17.5, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..730b39569f8b2a21508d64707ed836361c77f17c --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.7, "epochs": 14, "best_epoch": 4, "dev_auc_pykt": 0.7076734417729416, "n_train_users": 26, "n_train_chunks": 240, "n_dev_chunks": 61, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 16.6, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9ae4eb9ae38d57bbf6a3899ed838ad3f76f30f87 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 60.6, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.7628944748560785, "n_train_users": 51, "n_train_chunks": 466, "n_dev_chunks": 68, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 11.8, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4b0ede56188aef81b007788baba3b467d8b074d6 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 87.4, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.7901279238113477, "n_train_users": 51, "n_train_chunks": 465, "n_dev_chunks": 205, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 17.9, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4d9c715824f1f4e27f784efbd48661a38e8226ed --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 80.7, "epochs": 32, "best_epoch": 22, "dev_auc_pykt": 0.7728750433986681, "n_train_users": 51, "n_train_chunks": 477, "n_dev_chunks": 119, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 18.8, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fded35ccb5a6489972d536feb2a142c99bf99337 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 94.7, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.7857970220128337, "n_train_users": 51, "n_train_chunks": 426, "n_dev_chunks": 162, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 19.0, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7b5f9aa7825a24ddcdee7131dc0aa8b74eacaf5e --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 67.7, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.7717842432607456, "n_train_users": 51, "n_train_chunks": 469, "n_dev_chunks": 109, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 8.6, "flip_max_diff": 0.0, 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b/pykt/algebra2005/coldstart/pykt-folibikt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.1, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.6844932482564179, "n_train_users": 6, "n_train_chunks": 90, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 16.6, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN8-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f32d27694a83548dd710b52da39ad718a680bccb --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 5.6, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.6536163349096376, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 12.0, "flip_max_diff": 0.0, "peak_gb": 3.06} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN8-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..698eb95d13fee2c6774efe806595bcdea5c3cfa0 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.9, "epochs": 26, "best_epoch": 16, "dev_auc_pykt": 0.6567269968169369, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 50, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 16.0, "flip_max_diff": 0.0, "peak_gb": 3.78} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csN8-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..183687c80fcf1354bfeb06cd86115b6a5c4065a4 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.9, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7611591723956448, "n_train_users": 6, "n_train_chunks": 60, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 18.9, "flip_max_diff": 0.0, "peak_gb": 7.65} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csNall-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c2e39782aa6318a357b4d1cc03a0c208e7003d47 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 198.4, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.813246561891398, "n_train_users": 327, "n_train_chunks": 2921, "n_dev_chunks": 612, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 15.7, "flip_max_diff": 0.0, "peak_gb": 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b/pykt/algebra2005/coldstart/pykt-folibikt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 289.9, "epochs": 19, "best_epoch": 9, "dev_auc_pykt": 0.8146630536803977, "n_train_users": 327, "n_train_chunks": 2675, "n_dev_chunks": 858, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 19.4, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-folibikt-csNall-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-folibikt-csNall-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3a5c1601d7a757d62af94f2f088d657983aedd9d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-folibikt-csNall-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 258.5, "epochs": 17, "best_epoch": 7, "dev_auc_pykt": 0.8147977959240573, "n_train_users": 327, "n_train_chunks": 2949, "n_dev_chunks": 584, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 20.5, "flip_max_diff": 0.0, 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b/pykt/algebra2005/coldstart/pykt-folibikt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 300.3, "epochs": 21, "best_epoch": 11, "dev_auc_pykt": 0.8086697072058315, "n_train_users": 327, "n_train_chunks": 2355, "n_dev_chunks": 498, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 2.9, "flip_max_diff": 0.0, "peak_gb": 8.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN128-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..475c108c8902a3c599cf9a40de8a70d662acb5b3 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 729.2, "epochs": 85, "best_epoch": 75, "dev_auc_pykt": 0.7933142586253412, "n_train_users": 102, "n_train_chunks": 564, "n_dev_chunks": 137, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 28.7, "flip_max_diff": 0.0, "peak_gb": 1.56} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN128-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..fd8738c44d77b0f927251f3c0a213c6d366d1da1 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1016.6, "epochs": 81, "best_epoch": 71, "dev_auc_pykt": 0.803189853190852, "n_train_users": 102, "n_train_chunks": 647, "n_dev_chunks": 115, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 35.9, "flip_max_diff": 0.0, "peak_gb": 1.56} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN128-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..85ce1fd66df545cc2ecd6146383738b2aa8078b4 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1488.5, "epochs": 79, "best_epoch": 69, "dev_auc_pykt": 0.8066027513227776, "n_train_users": 102, "n_train_chunks": 582, "n_dev_chunks": 163, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 69.4, "flip_max_diff": 0.0, "peak_gb": 1.55} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN128-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3000ca94d1fc634866db9cd3fbbdfbdeb42f7955 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 734.7, "epochs": 78, "best_epoch": 68, "dev_auc_pykt": 0.8138460347951395, "n_train_users": 102, "n_train_chunks": 634, "n_dev_chunks": 120, "batch_size": 256, "seq_len": 200, "n_val_users": 26, "score_s": 28.1, "flip_max_diff": 0.0, "peak_gb": 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at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN16-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7c29f405a7eb3c5219d0e4ef12f3b9e3001eadc5 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 277.7, "epochs": 81, "best_epoch": 71, "dev_auc_pykt": 0.7167130436806136, "n_train_users": 13, "n_train_chunks": 65, "n_dev_chunks": 20, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 31.2, "flip_max_diff": 0.0, "peak_gb": 0.57} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN16-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..682c71b2ad78c76d7b79ee8bce92941eed29ff8a --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 222.1, "epochs": 68, "best_epoch": 58, "dev_auc_pykt": 0.7036749942816478, "n_train_users": 13, "n_train_chunks": 63, "n_dev_chunks": 12, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 29.2, "flip_max_diff": 0.0, "peak_gb": 0.56} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN16-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b5ca1ce084362a2b328d35fc84940d47e278a003 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 51.4, "epochs": 16, "best_epoch": 6, "dev_auc_pykt": 0.5990749306197966, "n_train_users": 13, "n_train_chunks": 74, "n_dev_chunks": 3, "batch_size": 256, "seq_len": 200, "n_val_users": 3, "score_s": 29.6, "flip_max_diff": 0.0, "peak_gb": 0.62} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN256-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4f342ecec8a97e92045bed8dcebdd4b88fbfa84c --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1144.3, "epochs": 77, "best_epoch": 67, "dev_auc_pykt": 0.8227451670582742, "n_train_users": 205, "n_train_chunks": 1188, "n_dev_chunks": 246, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 54.5, "flip_max_diff": 0.0, "peak_gb": 1.57} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN256-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..08cc246809bf40f408154bc434a9f420f2d35f62 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 3390.7, "epochs": 69, "best_epoch": 59, "dev_auc_pykt": 0.8162076404313013, "n_train_users": 205, "n_train_chunks": 1209, "n_dev_chunks": 294, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 112.3, "flip_max_diff": 0.0, "peak_gb": 1.57} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN256-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5e249aee5ebf3454f6828e356091fdeda311d618 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1246.0, "epochs": 82, "best_epoch": 72, "dev_auc_pykt": 0.8235663314744155, "n_train_users": 205, "n_train_chunks": 1190, "n_dev_chunks": 237, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 25.1, "flip_max_diff": 0.0, "peak_gb": 1.57} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN256-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6f9c8936ae23660da337cea6b919e36467c4d336 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1124.6, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.8247721007271653, "n_train_users": 205, "n_train_chunks": 1264, "n_dev_chunks": 216, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 27.2, "flip_max_diff": 0.0, "peak_gb": 1.57} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN256-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..073c5a2ccda4bcde12490dff96b82c5961665a16 --- /dev/null +++ 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No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN32-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..415bef1f2074c727fd3973ae291f566646ed46fe --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1256.1, "epochs": 93, "best_epoch": 83, "dev_auc_pykt": 0.7231534299276234, "n_train_users": 26, "n_train_chunks": 130, "n_dev_chunks": 45, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 113.7, "flip_max_diff": 0.0, "peak_gb": 0.9} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN32-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..dd295156f9250f9db53c057135ba9546dfc386ac --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 365.7, "epochs": 95, "best_epoch": 85, "dev_auc_pykt": 0.751228023290355, "n_train_users": 26, "n_train_chunks": 152, "n_dev_chunks": 76, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 29.9, "flip_max_diff": 0.0, "peak_gb": 1.02} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN32-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..99faaa971ae651b24a51733124ef697686d03814 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 347.8, "epochs": 100, "best_epoch": 90, "dev_auc_pykt": 0.8071195682911083, "n_train_users": 26, "n_train_chunks": 132, "n_dev_chunks": 17, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 27.8, "flip_max_diff": 0.0, "peak_gb": 0.91} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN32-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..49d81b2af894db78e61b12830ff047fca0b4788c --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 369.5, "epochs": 103, "best_epoch": 93, "dev_auc_pykt": 0.7546710639780569, "n_train_users": 26, "n_train_chunks": 157, "n_dev_chunks": 41, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 26.6, "flip_max_diff": 0.0, "peak_gb": 1.04} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN64-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5a703b6fdeb5d8c562464239c86584d9274de1ce --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 441.3, "epochs": 78, "best_epoch": 68, "dev_auc_pykt": 0.7631747676387541, "n_train_users": 51, "n_train_chunks": 305, "n_dev_chunks": 44, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 28.2, "flip_max_diff": 0.0, "peak_gb": 1.55} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN64-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1836c26a5ed6c1fd69c7e99603ddcd33fffff57d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 542.0, "epochs": 68, "best_epoch": 58, "dev_auc_pykt": 0.777397566003013, "n_train_users": 51, "n_train_chunks": 302, "n_dev_chunks": 131, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 38.3, "flip_max_diff": 0.0, "peak_gb": 1.55} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN64-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3c96e62683c66b5c2e5f6430932062ab98e7d635 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 490.1, "epochs": 79, "best_epoch": 69, "dev_auc_pykt": 0.7626875267964037, "n_train_users": 51, "n_train_chunks": 314, "n_dev_chunks": 80, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 37.3, "flip_max_diff": 0.0, "peak_gb": 1.55} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN64-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5144a761694014c57a85ddd6b298e5c7e672e7f9 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 435.8, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.7637243554282683, "n_train_users": 51, "n_train_chunks": 281, "n_dev_chunks": 103, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 32.9, "flip_max_diff": 0.0, "peak_gb": 1.55} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN64-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..02d4a237f52dc2437afd85bea7855c7f398b5588 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 553.1, "epochs": 94, "best_epoch": 84, "dev_auc_pykt": 0.7773581960804302, "n_train_users": 51, "n_train_chunks": 308, "n_dev_chunks": 73, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 27.1, "flip_max_diff": 0.0, "peak_gb": 1.55} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN8-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b7b4330661856faa7ccb3a70ddcc4ed13a09db80 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 173.3, "epochs": 54, "best_epoch": 44, "dev_auc_pykt": 0.6403040200238088, "n_train_users": 6, "n_train_chunks": 15, "n_dev_chunks": 7, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 36.2, "flip_max_diff": 0.0, "peak_gb": 0.39} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN8-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d4faf4f96a7f62655cd223e541a0a60044e5a409 --- /dev/null +++ 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of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN8-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b62a52f5e3125d680c6e4b220a57e74245a98a56 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 459.8, "epochs": 65, "best_epoch": 55, "dev_auc_pykt": 0.6669692071345984, "n_train_users": 6, "n_train_chunks": 18, "n_dev_chunks": 32, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 88.6, "flip_max_diff": 0.0, "peak_gb": 0.38} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csN8-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2fe944713776cb8f04dfa6c4e8ab5106cd76db05 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csN8-s4/train_info.json.done @@ 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a/pykt/algebra2005/coldstart/pykt-iekt-csNall-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8dd2d1d649946c8480eb7e4c0542360f3dd303e5 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2043.2, "epochs": 78, "best_epoch": 68, "dev_auc_pykt": 0.8307333007924412, "n_train_users": 327, "n_train_chunks": 1944, "n_dev_chunks": 384, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 30.0, "flip_max_diff": 0.0, "peak_gb": 1.58} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-csNall-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6161100b99e777baf97b8b116bd0445b2f0da1d0 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csNall-s2/train_info.json.done @@ 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a/pykt/algebra2005/coldstart/pykt-iekt-csNall-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ef353387c3a87440d1de64fec08cc53beaf36bf2 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2048.5, "epochs": 75, "best_epoch": 65, "dev_auc_pykt": 0.8234003717117259, "n_train_users": 327, "n_train_chunks": 1906, "n_dev_chunks": 422, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 30.8, "flip_max_diff": 0.0, "peak_gb": 1.58} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-iekt-ics0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-iekt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..03775619de8aac1f06366a22289f638155757c90 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-iekt-ics0/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/algebra2005/coldstart/pykt-kqn-ics1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-kqn-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2bbb97291329c0937951e7a7e8e0b1c2f89c6f24 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-kqn-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 83.4, "epochs": 77, "best_epoch": 67, "dev_auc_pykt": 0.7977410697994685, "n_train_users": 327, "n_train_chunks": 2416, "n_dev_chunks": 473, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 0.4, "flip_max_diff": 0.0, "peak_gb": 0.95} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-kqn-ics2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-kqn-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..871a3b9b5a4baf4a0fb83fe5871aad0644e68d24 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-kqn-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 96.1, "epochs": 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newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-rekt-csN256-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-rekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d89595655f8f0e26d89e95a1710e484e49a90a44 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-rekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 781.6, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.8178146785886302, "n_train_users": 205, "n_train_chunks": 1810, "n_dev_chunks": 365, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 27.4, "flip_max_diff": 0.0, "peak_gb": 1.68} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-rekt-csN256-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-rekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..970293a0f564048184363f44102649187a2f8f0e --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-rekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 451.5, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.8253817744311381, "n_train_users": 205, "n_train_chunks": 1763, "n_dev_chunks": 589, "batch_size": 256, "seq_len": 200, "n_val_users": 51, "score_s": 19.8, "flip_max_diff": 0.0, "peak_gb": 1.68} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-rekt-csN32-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-rekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2cabe6e16aa4768f495845e484301ed06f3c6aad --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-rekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 186.4, "epochs": 86, "best_epoch": 76, "dev_auc_pykt": 0.7978430681246413, "n_train_users": 26, "n_train_chunks": 236, "n_dev_chunks": 46, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 18.8, "flip_max_diff": 0.0, "peak_gb": 1.58} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-rekt-csN32-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-rekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3a4d24eca2c4ea1a90a0e184d890785d0ef709c3 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-rekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 189.3, "epochs": 87, "best_epoch": 77, "dev_auc_pykt": 0.7521856359273944, "n_train_users": 26, "n_train_chunks": 237, "n_dev_chunks": 114, "batch_size": 256, "seq_len": 200, "n_val_users": 6, "score_s": 16.3, "flip_max_diff": 0.0, "peak_gb": 1.58} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-rekt-csN32-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-rekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..518b9fee698193ccad688a4ac2fb825084e02278 --- /dev/null +++ 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newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-rekt-csN64-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-rekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..b8cc6fd75350142d73c79bc5476fe0c54ed8b5b6 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-rekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 241.8, "epochs": 59, "best_epoch": 49, "dev_auc_pykt": 0.7645016455192811, "n_train_users": 51, "n_train_chunks": 477, "n_dev_chunks": 119, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 20.3, "flip_max_diff": 0.0, "peak_gb": 1.69} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-rekt-csN64-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-rekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8c12bad819bdd5bd1de087a8d4571e53a34e2b8c --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-rekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 268.5, "epochs": 67, "best_epoch": 57, "dev_auc_pykt": 0.791787076208894, "n_train_users": 51, "n_train_chunks": 469, "n_dev_chunks": 109, "batch_size": 256, "seq_len": 200, "n_val_users": 13, "score_s": 20.0, "flip_max_diff": 0.0, "peak_gb": 1.68} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-rekt-csN8-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-rekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f10b23db973eab59ad7c23e3f7c1685e244188f2 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-rekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 20.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.4991220520544366, "n_train_users": 6, "n_train_chunks": 21, "n_dev_chunks": 9, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 17.6, "flip_max_diff": 0.0, "peak_gb": 0.56} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-rekt-csN8-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-rekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e7ee1c0b5d44bf6a73650c89fa00817ce711aef2 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-rekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 53.5, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.6487041313831152, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 13, "batch_size": 256, "seq_len": 200, "n_val_users": 2, "score_s": 14.8, "flip_max_diff": 0.0, "peak_gb": 0.56} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-rekt-csN8-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-rekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ac662f56c63c11876da6e800a85951668869afd1 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-rekt-csN8-s4/train_info.json.done 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a/pykt/algebra2005/coldstart/pykt-rekt-csNall-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-rekt-csNall-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..190ef3dd62c6a251040baefdfae5af4afc10dd40 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-rekt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 697.0, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.8189010106974357, "n_train_users": 327, "n_train_chunks": 2883, "n_dev_chunks": 650, "batch_size": 256, "seq_len": 200, "n_val_users": 82, "score_s": 19.4, "flip_max_diff": 0.0, "peak_gb": 1.68} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-rekt-ics1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-rekt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..31090977d8e77e8034ad2e05af37c53318d43ebf --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-rekt-ics1/train_info.json.done @@ -0,0 +1 @@ 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a/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7b2361466582bd1926090e0f816eca3ebffd376d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 215.4, "epochs": 58, "best_epoch": 48, "dev_auc_pykt": 0.8127619377606932, "n_train_users": 102, "n_train_chunks": 862, "n_dev_chunks": 208, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 16.2, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ef1cc03bd911d79f480f58d8e0a039b90e341559 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 307.4, "epochs": 64, "best_epoch": 54, "dev_auc_pykt": 0.808676123008347, "n_train_users": 102, "n_train_chunks": 993, "n_dev_chunks": 171, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 20.5, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d48c10ce0b390863189ca4d2f2b373c6de8a007a --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 153.1, "epochs": 42, "best_epoch": 32, "dev_auc_pykt": 0.8094369628529245, "n_train_users": 102, "n_train_chunks": 875, "n_dev_chunks": 252, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 15.6, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..55435a2825921c56562bb6715101f79eb611fa48 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 377.7, "epochs": 61, "best_epoch": 51, "dev_auc_pykt": 0.8097253118207458, "n_train_users": 102, "n_train_chunks": 965, "n_dev_chunks": 185, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 15.9, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0a958441e30ac57e4da9159c3b566a8b1f8b8c3f --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 179.8, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.7991905643422237, "n_train_users": 102, "n_train_chunks": 971, "n_dev_chunks": 222, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 9.4, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3b4fc60dff63b83cfb92b4bd2989de83543c4469 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 18.2, "epochs": 15, "best_epoch": 5, "dev_auc_pykt": 0.6940938889307513, "n_train_users": 13, "n_train_chunks": 90, "n_dev_chunks": 34, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 23.5, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d35bc056f741e8e0c26231023e994b42fe91bd52 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 8.5, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7358146019069911, "n_train_users": 13, "n_train_chunks": 120, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 10.0, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ba2a0ffbde7d3dc7adac9b907cf68191a501f3f1 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 57.0, "epochs": 82, "best_epoch": 72, "dev_auc_pykt": 0.703653670112072, "n_train_users": 13, "n_train_chunks": 104, "n_dev_chunks": 32, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 15.4, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6b4c65ca0c3fa1474b526d0360451264b044aea8 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 56.6, "epochs": 73, "best_epoch": 63, "dev_auc_pykt": 0.727165644927932, "n_train_users": 13, "n_train_chunks": 99, "n_dev_chunks": 19, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 16.7, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e0d8ed26a6881f713d3ebda443dc7f8902b78134 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 4.6, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6318223866790009, "n_train_users": 13, "n_train_chunks": 119, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 12.6, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..558e4264e647afb9a8600aba6d5bae0e86d65dfc --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 411.1, "epochs": 40, "best_epoch": 30, "dev_auc_pykt": 0.8285489849633069, "n_train_users": 205, "n_train_chunks": 1810, "n_dev_chunks": 365, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 19.1, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..96baf706ef368c4d37c9b19be139630bc0b6f72a --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 496.5, "epochs": 50, "best_epoch": 40, "dev_auc_pykt": 0.8287186233747401, "n_train_users": 205, "n_train_chunks": 1841, "n_dev_chunks": 446, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 14.1, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..da811406b2ec2f8cf1ef0e8d39a352946a23bcc9 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 415.5, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.8228127819325044, "n_train_users": 205, "n_train_chunks": 1802, "n_dev_chunks": 362, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 18.2, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3ab3aed180726682b1c619c80545973980bf99c7 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 431.3, "epochs": 37, "best_epoch": 27, "dev_auc_pykt": 0.8284740330799241, "n_train_users": 205, "n_train_chunks": 1935, "n_dev_chunks": 319, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 18.9, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e8153d02407428238e5ffabbb42b5940cfc57581 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 239.5, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.8346982118461469, "n_train_users": 205, "n_train_chunks": 1763, "n_dev_chunks": 589, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 9.5, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ae938f6dac1c6716ed2693eb8bbd86fdb50327a2 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 107.1, "epochs": 76, "best_epoch": 66, "dev_auc_pykt": 0.8171424218157595, "n_train_users": 26, "n_train_chunks": 236, "n_dev_chunks": 46, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 17.5, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5eaaeaeef4efe9f3debebd01e64e4e47e5cf0189 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 85.2, "epochs": 61, "best_epoch": 51, "dev_auc_pykt": 0.721431970433847, "n_train_users": 26, "n_train_chunks": 197, "n_dev_chunks": 72, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 15.5, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..31dc05e9f34147adfcf386763b64b5d98967062b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 102.3, "epochs": 58, "best_epoch": 48, "dev_auc_pykt": 0.7515802933013478, "n_train_users": 26, "n_train_chunks": 237, "n_dev_chunks": 114, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 18.8, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e2c55b0b3fa6b5599d709651b2f070e770ab6e45 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 82.5, "epochs": 66, "best_epoch": 56, "dev_auc_pykt": 0.7762132271492368, "n_train_users": 26, "n_train_chunks": 205, "n_dev_chunks": 25, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 14.7, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2eb7c1790827f77b80fa946604e029effa6c8154 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 82.4, "epochs": 80, "best_epoch": 70, "dev_auc_pykt": 0.7598853425773049, "n_train_users": 26, "n_train_chunks": 240, "n_dev_chunks": 61, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 10.5, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..517710a46be0d033cdd2e429c3cdaf5491cf33c4 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 236.9, "epochs": 84, "best_epoch": 74, "dev_auc_pykt": 0.7786646599120866, "n_train_users": 51, "n_train_chunks": 466, "n_dev_chunks": 68, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 18.3, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a6f25ab4d9a8916169a5b02b8d4750ff812b918b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 190.0, "epochs": 74, "best_epoch": 64, "dev_auc_pykt": 0.8003643882984572, "n_train_users": 51, "n_train_chunks": 465, "n_dev_chunks": 205, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 14.6, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..38b75234253a0edd0eb1d8273703f7eda8ca9cc4 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 164.3, "epochs": 63, "best_epoch": 53, "dev_auc_pykt": 0.7668170552126621, "n_train_users": 51, "n_train_chunks": 477, "n_dev_chunks": 119, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 14.7, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ec1163bd42e4b3a60740c650cb00c0f289db399d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 180.3, "epochs": 71, "best_epoch": 61, "dev_auc_pykt": 0.7895737123083894, "n_train_users": 51, "n_train_chunks": 426, "n_dev_chunks": 162, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 16.1, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..89385ebe35a4337a8a8278afd89d39214f9b08a4 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 191.9, "epochs": 78, "best_epoch": 68, "dev_auc_pykt": 0.7979832996597133, "n_train_users": 51, "n_train_chunks": 469, "n_dev_chunks": 109, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 9.5, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..35cec7b71aec52cb35b0fb61dcc41a84034cc363 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 6.7, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.6847379219721362, "n_train_users": 6, "n_train_chunks": 21, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 21.2, "flip_max_diff": 0.0, "peak_gb": 3.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a26297db93833a55752499da379806ea2166dd1b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 7.7, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.6661225701142602, "n_train_users": 6, "n_train_chunks": 90, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 9.7, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ee169865c1d11161febb688c8dcb647be224888e --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 11.3, "epochs": 27, "best_epoch": 17, "dev_auc_pykt": 0.6499969451470606, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 20.7, "flip_max_diff": 0.0, "peak_gb": 3.27} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3f60332dccf61d6e18a2d6105f58abeb2cf4fd62 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 9.8, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.6735992244486582, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 50, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 10.0, "flip_max_diff": 0.0, "peak_gb": 4.16} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a4ffbc138c7d5c5bf6e28f193df827d850f81d01 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 10.2, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.782342686095852, "n_train_users": 6, "n_train_chunks": 60, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 16.6, "flip_max_diff": 0.0, "peak_gb": 8.77} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csNall-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f7e2fd14ce3da1b209fd7a8c00bc9547106fd557 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 577.3, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.8282473844370142, "n_train_users": 327, "n_train_chunks": 2921, "n_dev_chunks": 612, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 19.2, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csNall-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csNall-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1864fb8838ee63b7be4042ae6ce9a6a2d03ebfef --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csNall-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 631.5, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.8349724022881951, "n_train_users": 327, "n_train_chunks": 2954, "n_dev_chunks": 579, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 20.1, "flip_max_diff": 0.0, "peak_gb": 9.32} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-csNall-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-csNall-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..acf14f08d05f65af452657dea8dbebedb02a7de4 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-csNall-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 524.7, "epochs": 29, "best_epoch": 19, "dev_auc_pykt": 0.8237892416605277, "n_train_users": 327, "n_train_chunks": 2675, "n_dev_chunks": 858, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 21.3, "flip_max_diff": 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+++ b/pykt/algebra2005/coldstart/pykt-robustkt-csNall-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 437.3, "epochs": 31, "best_epoch": 21, "dev_auc_pykt": 0.8268239194653872, "n_train_users": 327, "n_train_chunks": 2883, "n_dev_chunks": 650, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 9.9, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-robustkt-ics0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-robustkt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1d420d1c763d560b27033ca067bce67ce0d563ef --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-robustkt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 561.8, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.8207539779513844, "n_train_users": 327, "n_train_chunks": 2355, "n_dev_chunks": 498, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 2.6, "flip_max_diff": 0.0, "peak_gb": 9.31} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-saint-ics0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-saint-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..2f89c29adee1a1f928c39228b38e72472fd14473 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-saint-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 89.9, "epochs": 12, "best_epoch": 2, "dev_auc_pykt": 0.5955083419734826, "n_train_users": 327, "n_train_chunks": 2355, "n_dev_chunks": 498, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 0.8, "flip_max_diff": 0.0, "peak_gb": 5.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-saint-ics1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-saint-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9f2f98b0659896c728b2608f41bfc330d68ed569 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-saint-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 246.1, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.7387576888682209, "n_train_users": 327, "n_train_chunks": 2416, "n_dev_chunks": 473, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 1.8, "flip_max_diff": 0.0, "peak_gb": 5.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-saint-ics2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-saint-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..8d5ec8e9897c0542adb2a29aabf43720b0d14385 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-saint-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 372.5, "epochs": 38, "best_epoch": 28, "dev_auc_pykt": 0.7221297331799501, "n_train_users": 327, "n_train_chunks": 2177, "n_dev_chunks": 701, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 1.3, "flip_max_diff": 0.0, "peak_gb": 5.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-saint_plus_plus-ics0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-saint_plus_plus-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4eb60a7434b61fb2b482274558e6420e58d2762b --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-saint_plus_plus-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 303.0, "epochs": 23, "best_epoch": 13, "dev_auc_pykt": 0.7737583995348588, "n_train_users": 327, "n_train_chunks": 2355, "n_dev_chunks": 498, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 1.0, "flip_max_diff": 0.0, "peak_gb": 7.62} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-saint_plus_plus-ics1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-saint_plus_plus-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..738a6ee0f455ce1d6d8a80ee159ba7c952d2aa18 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-saint_plus_plus-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 600.3, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.7574590413114644, "n_train_users": 327, "n_train_chunks": 2416, "n_dev_chunks": 473, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 1.6, "flip_max_diff": 0.0, "peak_gb": 7.62} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..ed6c612649abe5d27ffcfca654efba0a3463390d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-saint_plus_plus-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 113.8, "epochs": 13, "best_epoch": 3, "dev_auc_pykt": 0.5750435422472002, "n_train_users": 327, "n_train_chunks": 2177, "n_dev_chunks": 701, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 1.4, "flip_max_diff": 0.0, "peak_gb": 7.62} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sakt-ics0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sakt-ics0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..59f240b81b4b864b3456418b3ccaf38d11c0f53c --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sakt-ics0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 43.7, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7728963388655996, "n_train_users": 327, "n_train_chunks": 2355, "n_dev_chunks": 498, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 0.5, "flip_max_diff": 0.0, "peak_gb": 0.42} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sakt-ics1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sakt-ics1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..85d4d06f9c0afe71ea7b40f7fb5169f82495ef00 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sakt-ics1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 33.8, "epochs": 22, "best_epoch": 12, "dev_auc_pykt": 0.7855655269719417, "n_train_users": 327, "n_train_chunks": 2416, "n_dev_chunks": 473, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 0.4, "flip_max_diff": 0.0, "peak_gb": 0.42} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sakt-ics2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sakt-ics2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d0e993bce85dee5056a13ade54195f995ecf8690 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sakt-ics2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 35.4, "epochs": 25, "best_epoch": 15, "dev_auc_pykt": 0.7763828146038307, "n_train_users": 327, "n_train_chunks": 2177, "n_dev_chunks": 701, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 0.2, "flip_max_diff": 0.0, "peak_gb": 0.42} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..4cf67ab89285869e13b881dc2bb72c4667125fd6 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 105.4, "epochs": 53, "best_epoch": 43, "dev_auc_pykt": 0.7944161261238664, "n_train_users": 102, "n_train_chunks": 862, "n_dev_chunks": 208, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 4.5, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0ada812a809a2a61a71e51b8b37bb9a92056a5f6 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 89.5, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.8016148216101372, "n_train_users": 102, "n_train_chunks": 993, "n_dev_chunks": 171, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 4.3, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..7afe3984b79666f447b235054d6b3c9b28b75f2d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 144.1, "epochs": 46, "best_epoch": 36, "dev_auc_pykt": 0.805920805303947, "n_train_users": 102, "n_train_chunks": 875, "n_dev_chunks": 252, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..f67110ec355ef59c6b24f5558db1cce8a1c6a6d3 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 97.4, "epochs": 47, "best_epoch": 37, "dev_auc_pykt": 0.8015958982273772, "n_train_users": 102, "n_train_chunks": 965, "n_dev_chunks": 185, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 3.9, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3aac3adbe6ce3fc17d32461d3a8093de0bcd56fe --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN128-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 256.9, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.7995232858140641, "n_train_users": 102, "n_train_chunks": 971, "n_dev_chunks": 222, "batch_size": 64, "seq_len": 200, "n_val_users": 26, "score_s": 2.3, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..12dd58e562637832f474627ddae89508953f1b29 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 43.7, "epochs": 52, "best_epoch": 42, "dev_auc_pykt": 0.7280837917263205, "n_train_users": 13, "n_train_chunks": 90, "n_dev_chunks": 34, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 6.8, "flip_max_diff": 0.0, "peak_gb": 1.52} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..5de733462a457e7fe1437417929c7fb5fc235bc7 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 52.9, "epochs": 96, "best_epoch": 86, "dev_auc_pykt": 0.7744294516539878, "n_train_users": 13, "n_train_chunks": 120, "n_dev_chunks": 14, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 3.7, "flip_max_diff": 0.0, "peak_gb": 1.5} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a2cbec85ed85c6ca3d62ce881bf5cb3f13ac87cd --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 77.1, "epochs": 75, "best_epoch": 65, "dev_auc_pykt": 0.7069780566492174, "n_train_users": 13, "n_train_chunks": 104, "n_dev_chunks": 32, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 2.5, "flip_max_diff": 0.0, "peak_gb": 1.52} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..1d2ef63b5f52fbbbd0a3f656827970fd9835caeb --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 81.9, "epochs": 75, "best_epoch": 65, "dev_auc_pykt": 0.7198993247700562, "n_train_users": 13, "n_train_chunks": 99, "n_dev_chunks": 19, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 3.0, "flip_max_diff": 0.0, "peak_gb": 1.51} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..d3584786840bef473661ee68833206ba337a3376 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN16-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 2.0, "epochs": 11, "best_epoch": 1, "dev_auc_pykt": 0.6356151711378352, "n_train_users": 13, "n_train_chunks": 119, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 3, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 1.51} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..0ae08ddde556bfedfa1d580beb17835613730044 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 107.7, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.8179055421421491, "n_train_users": 205, "n_train_chunks": 1810, "n_dev_chunks": 365, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 4.9, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..75bbc008ad1b30557e7a3edc1ff8625e5b659262 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 127.5, "epochs": 34, "best_epoch": 24, "dev_auc_pykt": 0.8124324742250584, "n_train_users": 205, "n_train_chunks": 1841, "n_dev_chunks": 446, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 4.8, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..e8130386a059e35bd6df9fbcb765e2f82df15143 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 155.0, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.817747141402767, "n_train_users": 205, "n_train_chunks": 1802, "n_dev_chunks": 362, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 2.4, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..3a76e0db7e5099b57fdd1c6dba19b9061b6108f4 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 99.0, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.8208059125387132, "n_train_users": 205, "n_train_chunks": 1935, "n_dev_chunks": 319, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 4.8, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a20fd046de2a12d28e82e22ab41f7b789daf05d8 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN256-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 292.8, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.8225775843482224, "n_train_users": 205, "n_train_chunks": 1763, "n_dev_chunks": 589, "batch_size": 64, "seq_len": 200, "n_val_users": 51, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..6d44c11bc2bb33e46f94cb3f3ebabcd1efad0718 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 48.9, "epochs": 43, "best_epoch": 33, "dev_auc_pykt": 0.7903532021345201, "n_train_users": 26, "n_train_chunks": 236, "n_dev_chunks": 46, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 6.8, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..25178964c9208328320e2b09a7a3cf194035d0ab --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 32.0, "epochs": 39, "best_epoch": 29, "dev_auc_pykt": 0.7279805976596079, "n_train_users": 26, "n_train_chunks": 197, "n_dev_chunks": 72, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 3.5, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..99ca56d8a0b30cf51b60243da1b6cbd6b91f872d --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 65.2, "epochs": 35, "best_epoch": 25, "dev_auc_pykt": 0.7356912567024424, "n_train_users": 26, "n_train_chunks": 237, "n_dev_chunks": 114, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 3.1, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..900f8abf4f64d54c6e8463f165a1cfcc31d296cb --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 21.7, "epochs": 28, "best_epoch": 18, "dev_auc_pykt": 0.7769711297412637, "n_train_users": 26, "n_train_chunks": 205, "n_dev_chunks": 25, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 2.7, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..c316bac02523b53a0702890e3c6a29171c2d0a42 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN32-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 1585.4, "epochs": 33, "best_epoch": 23, "dev_auc_pykt": 0.7451452506877156, "n_train_users": 26, "n_train_chunks": 240, "n_dev_chunks": 61, "batch_size": 64, "seq_len": 200, "n_val_users": 6, "score_s": 2.3, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a33fcb37ff5840f1e912401928e705485d326b68 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 84.7, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.7668377280301593, "n_train_users": 51, "n_train_chunks": 466, "n_dev_chunks": 68, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 2.8, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..aea8f3be9442699d2dc6e3c90fdc2e265bcb26c6 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 104.9, "epochs": 77, "best_epoch": 67, "dev_auc_pykt": 0.7847316041209533, "n_train_users": 51, "n_train_chunks": 465, "n_dev_chunks": 205, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 4.1, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..842dc2fcfe05d423cfe6d912a2b307828b3abee8 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 85.4, "epochs": 64, "best_epoch": 54, "dev_auc_pykt": 0.7699715965191023, "n_train_users": 51, "n_train_chunks": 477, "n_dev_chunks": 119, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 4.6, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a43a2398ff2f9d97d73b85af4d63fe2e58c3c7f8 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 115.0, "epochs": 79, "best_epoch": 69, "dev_auc_pykt": 0.7896527692176792, "n_train_users": 51, "n_train_chunks": 426, "n_dev_chunks": 162, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 4.0, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..81ebccd6e300f9dd15ebaee87240a4c11220c171 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN64-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 643.5, "epochs": 72, "best_epoch": 62, "dev_auc_pykt": 0.7929282439382861, "n_train_users": 51, "n_train_chunks": 469, "n_dev_chunks": 109, "batch_size": 64, "seq_len": 200, "n_val_users": 13, "score_s": 2.4, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..9ee0a6b1a1e50777e38d6ce58b75ddc38dff3719 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 53.8, "epochs": 98, "best_epoch": 88, "dev_auc_pykt": 0.7530949105914717, "n_train_users": 6, "n_train_chunks": 21, "n_dev_chunks": 9, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 6.7, "flip_max_diff": 0.0, "peak_gb": 0.98} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..14d8f0d19db581119f3611eb4759bec940e683ad --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s1/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 41.6, "epochs": 45, "best_epoch": 35, "dev_auc_pykt": 0.7137260721175249, "n_train_users": 6, "n_train_chunks": 90, "n_dev_chunks": 4, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 2.3, "flip_max_diff": 0.0, "peak_gb": 1.5} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..a2f98cc19f4d8fb658826662f910e1d76864f0fe --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s2/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 51.3, "epochs": 90, "best_epoch": 80, "dev_auc_pykt": 0.7133179368745188, "n_train_users": 6, "n_train_chunks": 22, "n_dev_chunks": 13, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 2.3, "flip_max_diff": 0.0, "peak_gb": 1.02} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..045abd5c76164f0ada054895a9def5773ff62fb3 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s3/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 41.7, "epochs": 85, "best_epoch": 75, "dev_auc_pykt": 0.7161238661405217, "n_train_users": 6, "n_train_chunks": 28, "n_dev_chunks": 50, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 2.8, "flip_max_diff": 0.0, "peak_gb": 1.13} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..49315419ba0b6ed4a184d7790378d438d600844a --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csN8-s4/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 198.4, "epochs": 18, "best_epoch": 8, "dev_auc_pykt": 0.7618499391467386, "n_train_users": 6, "n_train_chunks": 60, "n_dev_chunks": 7, "batch_size": 64, "seq_len": 200, "n_val_users": 2, "score_s": 4.4, "flip_max_diff": 0.0, "peak_gb": 1.45} \ No newline at end of file diff --git a/pykt/algebra2005/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done b/pykt/algebra2005/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done new file mode 100644 index 0000000000000000000000000000000000000000..686a06df74cc8a2fca31d1b27c79d45ac7227a51 --- /dev/null +++ b/pykt/algebra2005/coldstart/pykt-sparsekt-csNall-s0/train_info.json.done @@ -0,0 +1 @@ +{"train_s": 146.1, "epochs": 30, "best_epoch": 20, "dev_auc_pykt": 0.8171285079807791, "n_train_users": 327, "n_train_chunks": 2921, "n_dev_chunks": 612, "batch_size": 64, "seq_len": 200, "n_val_users": 82, "score_s": 4.6, "flip_max_diff": 0.0, "peak_gb": 1.54} \ No newline at end of file