SUSTech-STA326 · weifQAQ · May 27, 2024 · May 27, 2024
diff --git a/.gitignore b/.gitignore
@@ -158,3 +158,4 @@ cython_debug/
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
+NFS/
diff --git a/README.md b/README.md
@@ -31,7 +31,7 @@ This script will train the GMF, MLP, and NeuMF models on the MovieLens dataset a
 
 ## Evaluation
 
-After training, the models' performance can be evaluated by comparing HR@10 and NDCG@10 metrics. Additionally, you can reproduce the ablation study for the MLP model with different layers to observe the impact on performance.
+After training, the models' performance can be evaluated by comparing HR@10 and NDCG@10 metrics. Additionally, you can reproduce the ablation study for the MLP model zg
 
 ## Submission
 

diff --git a/STA326_Assignment3.ipynb b/STA326_Assignment3.ipynb
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch0_HR0.4682_NDCG0.2620.model b/checkpoints/gmf_factor8neg4-implict_Epoch0_HR0.4682_NDCG0.2620.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch10_HR0.6311_NDCG0.3630.model b/checkpoints/gmf_factor8neg4-implict_Epoch10_HR0.6311_NDCG0.3630.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch11_HR0.6323_NDCG0.3650.model b/checkpoints/gmf_factor8neg4-implict_Epoch11_HR0.6323_NDCG0.3650.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch12_HR0.6366_NDCG0.3661.model b/checkpoints/gmf_factor8neg4-implict_Epoch12_HR0.6366_NDCG0.3661.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch13_HR0.6411_NDCG0.3687.model b/checkpoints/gmf_factor8neg4-implict_Epoch13_HR0.6411_NDCG0.3687.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch14_HR0.6334_NDCG0.3659.model b/checkpoints/gmf_factor8neg4-implict_Epoch14_HR0.6334_NDCG0.3659.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch15_HR0.6361_NDCG0.3679.model b/checkpoints/gmf_factor8neg4-implict_Epoch15_HR0.6361_NDCG0.3679.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch16_HR0.6329_NDCG0.3672.model b/checkpoints/gmf_factor8neg4-implict_Epoch16_HR0.6329_NDCG0.3672.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch17_HR0.6384_NDCG0.3687.model b/checkpoints/gmf_factor8neg4-implict_Epoch17_HR0.6384_NDCG0.3687.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch18_HR0.6346_NDCG0.3680.model b/checkpoints/gmf_factor8neg4-implict_Epoch18_HR0.6346_NDCG0.3680.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch19_HR0.6351_NDCG0.3691.model b/checkpoints/gmf_factor8neg4-implict_Epoch19_HR0.6351_NDCG0.3691.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch1_HR0.5187_NDCG0.2865.model b/checkpoints/gmf_factor8neg4-implict_Epoch1_HR0.5187_NDCG0.2865.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch20_HR0.6359_NDCG0.3690.model b/checkpoints/gmf_factor8neg4-implict_Epoch20_HR0.6359_NDCG0.3690.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch21_HR0.6397_NDCG0.3722.model b/checkpoints/gmf_factor8neg4-implict_Epoch21_HR0.6397_NDCG0.3722.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch22_HR0.6369_NDCG0.3696.model b/checkpoints/gmf_factor8neg4-implict_Epoch22_HR0.6369_NDCG0.3696.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch23_HR0.6389_NDCG0.3717.model b/checkpoints/gmf_factor8neg4-implict_Epoch23_HR0.6389_NDCG0.3717.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch24_HR0.6377_NDCG0.3696.model b/checkpoints/gmf_factor8neg4-implict_Epoch24_HR0.6377_NDCG0.3696.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch25_HR0.6384_NDCG0.3695.model b/checkpoints/gmf_factor8neg4-implict_Epoch25_HR0.6384_NDCG0.3695.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch26_HR0.6396_NDCG0.3708.model b/checkpoints/gmf_factor8neg4-implict_Epoch26_HR0.6396_NDCG0.3708.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch27_HR0.6422_NDCG0.3726.model b/checkpoints/gmf_factor8neg4-implict_Epoch27_HR0.6422_NDCG0.3726.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch28_HR0.6397_NDCG0.3711.model b/checkpoints/gmf_factor8neg4-implict_Epoch28_HR0.6397_NDCG0.3711.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch29_HR0.6430_NDCG0.3724.model b/checkpoints/gmf_factor8neg4-implict_Epoch29_HR0.6430_NDCG0.3724.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch2_HR0.5493_NDCG0.3080.model b/checkpoints/gmf_factor8neg4-implict_Epoch2_HR0.5493_NDCG0.3080.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch30_HR0.6394_NDCG0.3714.model b/checkpoints/gmf_factor8neg4-implict_Epoch30_HR0.6394_NDCG0.3714.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch31_HR0.6392_NDCG0.3711.model b/checkpoints/gmf_factor8neg4-implict_Epoch31_HR0.6392_NDCG0.3711.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch32_HR0.6396_NDCG0.3702.model b/checkpoints/gmf_factor8neg4-implict_Epoch32_HR0.6396_NDCG0.3702.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch33_HR0.6384_NDCG0.3699.model b/checkpoints/gmf_factor8neg4-implict_Epoch33_HR0.6384_NDCG0.3699.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch34_HR0.6396_NDCG0.3718.model b/checkpoints/gmf_factor8neg4-implict_Epoch34_HR0.6396_NDCG0.3718.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch35_HR0.6401_NDCG0.3726.model b/checkpoints/gmf_factor8neg4-implict_Epoch35_HR0.6401_NDCG0.3726.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch36_HR0.6421_NDCG0.3721.model b/checkpoints/gmf_factor8neg4-implict_Epoch36_HR0.6421_NDCG0.3721.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch37_HR0.6386_NDCG0.3725.model b/checkpoints/gmf_factor8neg4-implict_Epoch37_HR0.6386_NDCG0.3725.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch38_HR0.6397_NDCG0.3740.model b/checkpoints/gmf_factor8neg4-implict_Epoch38_HR0.6397_NDCG0.3740.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch39_HR0.6417_NDCG0.3720.model b/checkpoints/gmf_factor8neg4-implict_Epoch39_HR0.6417_NDCG0.3720.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch3_HR0.5697_NDCG0.3213.model b/checkpoints/gmf_factor8neg4-implict_Epoch3_HR0.5697_NDCG0.3213.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch40_HR0.6401_NDCG0.3728.model b/checkpoints/gmf_factor8neg4-implict_Epoch40_HR0.6401_NDCG0.3728.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch41_HR0.6421_NDCG0.3727.model b/checkpoints/gmf_factor8neg4-implict_Epoch41_HR0.6421_NDCG0.3727.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch42_HR0.6386_NDCG0.3706.model b/checkpoints/gmf_factor8neg4-implict_Epoch42_HR0.6386_NDCG0.3706.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch43_HR0.6379_NDCG0.3695.model b/checkpoints/gmf_factor8neg4-implict_Epoch43_HR0.6379_NDCG0.3695.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch44_HR0.6389_NDCG0.3716.model b/checkpoints/gmf_factor8neg4-implict_Epoch44_HR0.6389_NDCG0.3716.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch45_HR0.6412_NDCG0.3705.model b/checkpoints/gmf_factor8neg4-implict_Epoch45_HR0.6412_NDCG0.3705.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch46_HR0.6394_NDCG0.3701.model b/checkpoints/gmf_factor8neg4-implict_Epoch46_HR0.6394_NDCG0.3701.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch47_HR0.6419_NDCG0.3714.model b/checkpoints/gmf_factor8neg4-implict_Epoch47_HR0.6419_NDCG0.3714.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch48_HR0.6406_NDCG0.3714.model b/checkpoints/gmf_factor8neg4-implict_Epoch48_HR0.6406_NDCG0.3714.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch49_HR0.6442_NDCG0.3725.model b/checkpoints/gmf_factor8neg4-implict_Epoch49_HR0.6442_NDCG0.3725.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch4_HR0.5886_NDCG0.3361.model b/checkpoints/gmf_factor8neg4-implict_Epoch4_HR0.5886_NDCG0.3361.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch50_HR0.6392_NDCG0.3713.model b/checkpoints/gmf_factor8neg4-implict_Epoch50_HR0.6392_NDCG0.3713.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch51_HR0.6442_NDCG0.3721.model b/checkpoints/gmf_factor8neg4-implict_Epoch51_HR0.6442_NDCG0.3721.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch52_HR0.6411_NDCG0.3704.model b/checkpoints/gmf_factor8neg4-implict_Epoch52_HR0.6411_NDCG0.3704.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch53_HR0.6417_NDCG0.3730.model b/checkpoints/gmf_factor8neg4-implict_Epoch53_HR0.6417_NDCG0.3730.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch54_HR0.6391_NDCG0.3704.model b/checkpoints/gmf_factor8neg4-implict_Epoch54_HR0.6391_NDCG0.3704.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch55_HR0.6419_NDCG0.3719.model b/checkpoints/gmf_factor8neg4-implict_Epoch55_HR0.6419_NDCG0.3719.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch56_HR0.6425_NDCG0.3722.model b/checkpoints/gmf_factor8neg4-implict_Epoch56_HR0.6425_NDCG0.3722.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch57_HR0.6425_NDCG0.3729.model b/checkpoints/gmf_factor8neg4-implict_Epoch57_HR0.6425_NDCG0.3729.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch58_HR0.6422_NDCG0.3718.model b/checkpoints/gmf_factor8neg4-implict_Epoch58_HR0.6422_NDCG0.3718.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch59_HR0.6439_NDCG0.3716.model b/checkpoints/gmf_factor8neg4-implict_Epoch59_HR0.6439_NDCG0.3716.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch5_HR0.6025_NDCG0.3416.model b/checkpoints/gmf_factor8neg4-implict_Epoch5_HR0.6025_NDCG0.3416.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch60_HR0.6419_NDCG0.3723.model b/checkpoints/gmf_factor8neg4-implict_Epoch60_HR0.6419_NDCG0.3723.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch61_HR0.6432_NDCG0.3713.model b/checkpoints/gmf_factor8neg4-implict_Epoch61_HR0.6432_NDCG0.3713.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch62_HR0.6412_NDCG0.3702.model b/checkpoints/gmf_factor8neg4-implict_Epoch62_HR0.6412_NDCG0.3702.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch63_HR0.6391_NDCG0.3681.model b/checkpoints/gmf_factor8neg4-implict_Epoch63_HR0.6391_NDCG0.3681.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch64_HR0.6391_NDCG0.3703.model b/checkpoints/gmf_factor8neg4-implict_Epoch64_HR0.6391_NDCG0.3703.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch65_HR0.6412_NDCG0.3710.model b/checkpoints/gmf_factor8neg4-implict_Epoch65_HR0.6412_NDCG0.3710.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch66_HR0.6399_NDCG0.3686.model b/checkpoints/gmf_factor8neg4-implict_Epoch66_HR0.6399_NDCG0.3686.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch67_HR0.6422_NDCG0.3707.model b/checkpoints/gmf_factor8neg4-implict_Epoch67_HR0.6422_NDCG0.3707.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch68_HR0.6416_NDCG0.3707.model b/checkpoints/gmf_factor8neg4-implict_Epoch68_HR0.6416_NDCG0.3707.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch69_HR0.6437_NDCG0.3703.model b/checkpoints/gmf_factor8neg4-implict_Epoch69_HR0.6437_NDCG0.3703.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch6_HR0.6123_NDCG0.3510.model b/checkpoints/gmf_factor8neg4-implict_Epoch6_HR0.6123_NDCG0.3510.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch70_HR0.6424_NDCG0.3707.model b/checkpoints/gmf_factor8neg4-implict_Epoch70_HR0.6424_NDCG0.3707.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch71_HR0.6416_NDCG0.3701.model b/checkpoints/gmf_factor8neg4-implict_Epoch71_HR0.6416_NDCG0.3701.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch72_HR0.6391_NDCG0.3702.model b/checkpoints/gmf_factor8neg4-implict_Epoch72_HR0.6391_NDCG0.3702.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch73_HR0.6411_NDCG0.3709.model b/checkpoints/gmf_factor8neg4-implict_Epoch73_HR0.6411_NDCG0.3709.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch74_HR0.6404_NDCG0.3710.model b/checkpoints/gmf_factor8neg4-implict_Epoch74_HR0.6404_NDCG0.3710.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch75_HR0.6422_NDCG0.3715.model b/checkpoints/gmf_factor8neg4-implict_Epoch75_HR0.6422_NDCG0.3715.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch76_HR0.6414_NDCG0.3703.model b/checkpoints/gmf_factor8neg4-implict_Epoch76_HR0.6414_NDCG0.3703.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch77_HR0.6434_NDCG0.3725.model b/checkpoints/gmf_factor8neg4-implict_Epoch77_HR0.6434_NDCG0.3725.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch78_HR0.6412_NDCG0.3708.model b/checkpoints/gmf_factor8neg4-implict_Epoch78_HR0.6412_NDCG0.3708.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch79_HR0.6387_NDCG0.3689.model b/checkpoints/gmf_factor8neg4-implict_Epoch79_HR0.6387_NDCG0.3689.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch7_HR0.6132_NDCG0.3523.model b/checkpoints/gmf_factor8neg4-implict_Epoch7_HR0.6132_NDCG0.3523.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch8_HR0.6209_NDCG0.3555.model b/checkpoints/gmf_factor8neg4-implict_Epoch8_HR0.6209_NDCG0.3555.model
diff --git a/checkpoints/gmf_factor8neg4-implict_Epoch9_HR0.6243_NDCG0.3580.model b/checkpoints/gmf_factor8neg4-implict_Epoch9_HR0.6243_NDCG0.3580.model
diff --git a/...s/mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch0_HR0.4469_NDCG0.2475.model b/...s/mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch0_HR0.4469_NDCG0.2475.model
diff --git a/...s/mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch0_HR0.4528_NDCG0.2474.model b/...s/mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch0_HR0.4528_NDCG0.2474.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch10_HR0.6321_NDCG0.3661.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch10_HR0.6321_NDCG0.3661.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch11_HR0.6328_NDCG0.3663.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch11_HR0.6328_NDCG0.3663.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch12_HR0.6306_NDCG0.3672.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch12_HR0.6306_NDCG0.3672.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch13_HR0.6353_NDCG0.3692.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch13_HR0.6353_NDCG0.3692.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch14_HR0.6308_NDCG0.3682.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch14_HR0.6308_NDCG0.3682.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch15_HR0.6286_NDCG0.3676.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch15_HR0.6286_NDCG0.3676.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch16_HR0.6318_NDCG0.3706.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch16_HR0.6318_NDCG0.3706.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch17_HR0.6397_NDCG0.3717.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch17_HR0.6397_NDCG0.3717.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch18_HR0.6361_NDCG0.3712.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch18_HR0.6361_NDCG0.3712.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch19_HR0.6434_NDCG0.3753.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch19_HR0.6434_NDCG0.3753.model
diff --git a/...s/mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch1_HR0.4801_NDCG0.2632.model b/...s/mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch1_HR0.4801_NDCG0.2632.model
diff --git a/...s/mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch1_HR0.4909_NDCG0.2705.model b/...s/mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch1_HR0.4909_NDCG0.2705.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch20_HR0.6462_NDCG0.3762.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch20_HR0.6462_NDCG0.3762.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch21_HR0.6417_NDCG0.3748.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch21_HR0.6417_NDCG0.3748.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch22_HR0.6358_NDCG0.3721.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch22_HR0.6358_NDCG0.3721.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch23_HR0.6407_NDCG0.3770.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch23_HR0.6407_NDCG0.3770.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch24_HR0.6472_NDCG0.3788.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch24_HR0.6472_NDCG0.3788.model
diff --git a/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch25_HR0.6437_NDCG0.3782.model b/.../mlp_factor8neg4_bz256_166432168_pretrain_reg_0.0000001_Epoch25_HR0.6437_NDCG0.3782.model
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diff --git a/checkpoints/mlp_layer_2_Epoch23_HR0.6366_NDCG0.3713.model b/checkpoints/mlp_layer_2_Epoch23_HR0.6366_NDCG0.3713.model
diff --git a/checkpoints/mlp_layer_2_Epoch24_HR0.6359_NDCG0.3714.model b/checkpoints/mlp_layer_2_Epoch24_HR0.6359_NDCG0.3714.model
diff --git a/checkpoints/mlp_layer_2_Epoch25_HR0.6392_NDCG0.3709.model b/checkpoints/mlp_layer_2_Epoch25_HR0.6392_NDCG0.3709.model
diff --git a/checkpoints/mlp_layer_2_Epoch26_HR0.6434_NDCG0.3735.model b/checkpoints/mlp_layer_2_Epoch26_HR0.6434_NDCG0.3735.model
diff --git a/checkpoints/mlp_layer_2_Epoch27_HR0.6424_NDCG0.3721.model b/checkpoints/mlp_layer_2_Epoch27_HR0.6424_NDCG0.3721.model
diff --git a/checkpoints/mlp_layer_2_Epoch28_HR0.6394_NDCG0.3731.model b/checkpoints/mlp_layer_2_Epoch28_HR0.6394_NDCG0.3731.model
diff --git a/checkpoints/mlp_layer_2_Epoch29_HR0.6358_NDCG0.3714.model b/checkpoints/mlp_layer_2_Epoch29_HR0.6358_NDCG0.3714.model
diff --git a/checkpoints/mlp_layer_2_Epoch2_HR0.5215_NDCG0.2902.model b/checkpoints/mlp_layer_2_Epoch2_HR0.5215_NDCG0.2902.model
diff --git a/checkpoints/mlp_layer_2_Epoch30_HR0.6422_NDCG0.3746.model b/checkpoints/mlp_layer_2_Epoch30_HR0.6422_NDCG0.3746.model
diff --git a/checkpoints/mlp_layer_2_Epoch31_HR0.6417_NDCG0.3727.model b/checkpoints/mlp_layer_2_Epoch31_HR0.6417_NDCG0.3727.model
diff --git a/checkpoints/mlp_layer_2_Epoch32_HR0.6377_NDCG0.3735.model b/checkpoints/mlp_layer_2_Epoch32_HR0.6377_NDCG0.3735.model
diff --git a/checkpoints/mlp_layer_2_Epoch33_HR0.6412_NDCG0.3744.model b/checkpoints/mlp_layer_2_Epoch33_HR0.6412_NDCG0.3744.model
diff --git a/checkpoints/mlp_layer_2_Epoch34_HR0.6422_NDCG0.3759.model b/checkpoints/mlp_layer_2_Epoch34_HR0.6422_NDCG0.3759.model
diff --git a/checkpoints/mlp_layer_2_Epoch35_HR0.6419_NDCG0.3749.model b/checkpoints/mlp_layer_2_Epoch35_HR0.6419_NDCG0.3749.model
diff --git a/checkpoints/mlp_layer_2_Epoch36_HR0.6384_NDCG0.3711.model b/checkpoints/mlp_layer_2_Epoch36_HR0.6384_NDCG0.3711.model
diff --git a/checkpoints/mlp_layer_2_Epoch37_HR0.6369_NDCG0.3735.model b/checkpoints/mlp_layer_2_Epoch37_HR0.6369_NDCG0.3735.model
diff --git a/checkpoints/mlp_layer_2_Epoch38_HR0.6402_NDCG0.3734.model b/checkpoints/mlp_layer_2_Epoch38_HR0.6402_NDCG0.3734.model
diff --git a/checkpoints/mlp_layer_2_Epoch39_HR0.6401_NDCG0.3743.model b/checkpoints/mlp_layer_2_Epoch39_HR0.6401_NDCG0.3743.model
diff --git a/checkpoints/mlp_layer_2_Epoch3_HR0.5507_NDCG0.3121.model b/checkpoints/mlp_layer_2_Epoch3_HR0.5507_NDCG0.3121.model
diff --git a/checkpoints/mlp_layer_2_Epoch4_HR0.5780_NDCG0.3241.model b/checkpoints/mlp_layer_2_Epoch4_HR0.5780_NDCG0.3241.model
diff --git a/checkpoints/mlp_layer_2_Epoch5_HR0.5896_NDCG0.3351.model b/checkpoints/mlp_layer_2_Epoch5_HR0.5896_NDCG0.3351.model
diff --git a/checkpoints/mlp_layer_2_Epoch6_HR0.5944_NDCG0.3362.model b/checkpoints/mlp_layer_2_Epoch6_HR0.5944_NDCG0.3362.model
diff --git a/checkpoints/mlp_layer_2_Epoch7_HR0.6071_NDCG0.3459.model b/checkpoints/mlp_layer_2_Epoch7_HR0.6071_NDCG0.3459.model
diff --git a/checkpoints/mlp_layer_2_Epoch8_HR0.6030_NDCG0.3447.model b/checkpoints/mlp_layer_2_Epoch8_HR0.6030_NDCG0.3447.model
diff --git a/checkpoints/mlp_layer_2_Epoch9_HR0.6119_NDCG0.3483.model b/checkpoints/mlp_layer_2_Epoch9_HR0.6119_NDCG0.3483.model
diff --git a/checkpoints/mlp_layer_3_Epoch0_HR0.4472_NDCG0.2450.model b/checkpoints/mlp_layer_3_Epoch0_HR0.4472_NDCG0.2450.model
diff --git a/checkpoints/mlp_layer_3_Epoch10_HR0.6127_NDCG0.3523.model b/checkpoints/mlp_layer_3_Epoch10_HR0.6127_NDCG0.3523.model
diff --git a/checkpoints/mlp_layer_3_Epoch11_HR0.6162_NDCG0.3548.model b/checkpoints/mlp_layer_3_Epoch11_HR0.6162_NDCG0.3548.model
diff --git a/checkpoints/mlp_layer_3_Epoch12_HR0.6197_NDCG0.3577.model b/checkpoints/mlp_layer_3_Epoch12_HR0.6197_NDCG0.3577.model
diff --git a/checkpoints/mlp_layer_3_Epoch13_HR0.6232_NDCG0.3588.model b/checkpoints/mlp_layer_3_Epoch13_HR0.6232_NDCG0.3588.model
diff --git a/checkpoints/mlp_layer_3_Epoch14_HR0.6286_NDCG0.3630.model b/checkpoints/mlp_layer_3_Epoch14_HR0.6286_NDCG0.3630.model
diff --git a/checkpoints/mlp_layer_3_Epoch15_HR0.6237_NDCG0.3624.model b/checkpoints/mlp_layer_3_Epoch15_HR0.6237_NDCG0.3624.model
diff --git a/checkpoints/mlp_layer_3_Epoch16_HR0.6323_NDCG0.3662.model b/checkpoints/mlp_layer_3_Epoch16_HR0.6323_NDCG0.3662.model
diff --git a/checkpoints/mlp_layer_3_Epoch17_HR0.6280_NDCG0.3659.model b/checkpoints/mlp_layer_3_Epoch17_HR0.6280_NDCG0.3659.model
diff --git a/checkpoints/mlp_layer_3_Epoch18_HR0.6276_NDCG0.3650.model b/checkpoints/mlp_layer_3_Epoch18_HR0.6276_NDCG0.3650.model
diff --git a/checkpoints/mlp_layer_3_Epoch19_HR0.6333_NDCG0.3663.model b/checkpoints/mlp_layer_3_Epoch19_HR0.6333_NDCG0.3663.model
diff --git a/checkpoints/mlp_layer_3_Epoch1_HR0.4823_NDCG0.2676.model b/checkpoints/mlp_layer_3_Epoch1_HR0.4823_NDCG0.2676.model
diff --git a/checkpoints/mlp_layer_3_Epoch20_HR0.6336_NDCG0.3707.model b/checkpoints/mlp_layer_3_Epoch20_HR0.6336_NDCG0.3707.model
diff --git a/checkpoints/mlp_layer_3_Epoch21_HR0.6333_NDCG0.3687.model b/checkpoints/mlp_layer_3_Epoch21_HR0.6333_NDCG0.3687.model
diff --git a/checkpoints/mlp_layer_3_Epoch22_HR0.6396_NDCG0.3736.model b/checkpoints/mlp_layer_3_Epoch22_HR0.6396_NDCG0.3736.model
diff --git a/checkpoints/mlp_layer_3_Epoch23_HR0.6386_NDCG0.3720.model b/checkpoints/mlp_layer_3_Epoch23_HR0.6386_NDCG0.3720.model
diff --git a/checkpoints/mlp_layer_3_Epoch24_HR0.6411_NDCG0.3723.model b/checkpoints/mlp_layer_3_Epoch24_HR0.6411_NDCG0.3723.model
diff --git a/checkpoints/mlp_layer_3_Epoch25_HR0.6416_NDCG0.3739.model b/checkpoints/mlp_layer_3_Epoch25_HR0.6416_NDCG0.3739.model
diff --git a/checkpoints/mlp_layer_3_Epoch26_HR0.6399_NDCG0.3746.model b/checkpoints/mlp_layer_3_Epoch26_HR0.6399_NDCG0.3746.model
diff --git a/checkpoints/mlp_layer_3_Epoch27_HR0.6407_NDCG0.3753.model b/checkpoints/mlp_layer_3_Epoch27_HR0.6407_NDCG0.3753.model
diff --git a/checkpoints/mlp_layer_3_Epoch28_HR0.6442_NDCG0.3785.model b/checkpoints/mlp_layer_3_Epoch28_HR0.6442_NDCG0.3785.model
diff --git a/checkpoints/mlp_layer_3_Epoch29_HR0.6440_NDCG0.3781.model b/checkpoints/mlp_layer_3_Epoch29_HR0.6440_NDCG0.3781.model
diff --git a/checkpoints/mlp_layer_3_Epoch2_HR0.5030_NDCG0.2783.model b/checkpoints/mlp_layer_3_Epoch2_HR0.5030_NDCG0.2783.model
diff --git a/checkpoints/mlp_layer_3_Epoch30_HR0.6411_NDCG0.3784.model b/checkpoints/mlp_layer_3_Epoch30_HR0.6411_NDCG0.3784.model
diff --git a/checkpoints/mlp_layer_3_Epoch31_HR0.6425_NDCG0.3797.model b/checkpoints/mlp_layer_3_Epoch31_HR0.6425_NDCG0.3797.model
diff --git a/checkpoints/mlp_layer_3_Epoch32_HR0.6495_NDCG0.3806.model b/checkpoints/mlp_layer_3_Epoch32_HR0.6495_NDCG0.3806.model
diff --git a/checkpoints/mlp_layer_3_Epoch33_HR0.6450_NDCG0.3792.model b/checkpoints/mlp_layer_3_Epoch33_HR0.6450_NDCG0.3792.model
diff --git a/checkpoints/mlp_layer_3_Epoch34_HR0.6407_NDCG0.3750.model b/checkpoints/mlp_layer_3_Epoch34_HR0.6407_NDCG0.3750.model
diff --git a/checkpoints/mlp_layer_3_Epoch35_HR0.6470_NDCG0.3793.model b/checkpoints/mlp_layer_3_Epoch35_HR0.6470_NDCG0.3793.model
diff --git a/checkpoints/mlp_layer_3_Epoch36_HR0.6444_NDCG0.3781.model b/checkpoints/mlp_layer_3_Epoch36_HR0.6444_NDCG0.3781.model
diff --git a/checkpoints/mlp_layer_3_Epoch37_HR0.6394_NDCG0.3768.model b/checkpoints/mlp_layer_3_Epoch37_HR0.6394_NDCG0.3768.model
diff --git a/checkpoints/mlp_layer_3_Epoch38_HR0.6419_NDCG0.3751.model b/checkpoints/mlp_layer_3_Epoch38_HR0.6419_NDCG0.3751.model
diff --git a/checkpoints/mlp_layer_3_Epoch39_HR0.6459_NDCG0.3768.model b/checkpoints/mlp_layer_3_Epoch39_HR0.6459_NDCG0.3768.model
diff --git a/checkpoints/mlp_layer_3_Epoch3_HR0.5566_NDCG0.3126.model b/checkpoints/mlp_layer_3_Epoch3_HR0.5566_NDCG0.3126.model
diff --git a/checkpoints/mlp_layer_3_Epoch4_HR0.5796_NDCG0.3235.model b/checkpoints/mlp_layer_3_Epoch4_HR0.5796_NDCG0.3235.model
diff --git a/checkpoints/mlp_layer_3_Epoch5_HR0.5881_NDCG0.3325.model b/checkpoints/mlp_layer_3_Epoch5_HR0.5881_NDCG0.3325.model
diff --git a/checkpoints/mlp_layer_3_Epoch6_HR0.5997_NDCG0.3395.model b/checkpoints/mlp_layer_3_Epoch6_HR0.5997_NDCG0.3395.model
diff --git a/checkpoints/mlp_layer_3_Epoch7_HR0.6017_NDCG0.3438.model b/checkpoints/mlp_layer_3_Epoch7_HR0.6017_NDCG0.3438.model
diff --git a/checkpoints/mlp_layer_3_Epoch8_HR0.6065_NDCG0.3476.model b/checkpoints/mlp_layer_3_Epoch8_HR0.6065_NDCG0.3476.model
diff --git a/checkpoints/mlp_layer_3_Epoch9_HR0.6137_NDCG0.3517.model b/checkpoints/mlp_layer_3_Epoch9_HR0.6137_NDCG0.3517.model
diff --git a/checkpoints/mlp_layer_4_Epoch0_HR0.4477_NDCG0.2394.model b/checkpoints/mlp_layer_4_Epoch0_HR0.4477_NDCG0.2394.model
diff --git a/checkpoints/mlp_layer_4_Epoch10_HR0.6336_NDCG0.3615.model b/checkpoints/mlp_layer_4_Epoch10_HR0.6336_NDCG0.3615.model
diff --git a/checkpoints/mlp_layer_4_Epoch11_HR0.6296_NDCG0.3596.model b/checkpoints/mlp_layer_4_Epoch11_HR0.6296_NDCG0.3596.model
diff --git a/checkpoints/mlp_layer_4_Epoch12_HR0.6323_NDCG0.3647.model b/checkpoints/mlp_layer_4_Epoch12_HR0.6323_NDCG0.3647.model
diff --git a/checkpoints/mlp_layer_4_Epoch13_HR0.6379_NDCG0.3666.model b/checkpoints/mlp_layer_4_Epoch13_HR0.6379_NDCG0.3666.model
diff --git a/checkpoints/mlp_layer_4_Epoch14_HR0.6381_NDCG0.3662.model b/checkpoints/mlp_layer_4_Epoch14_HR0.6381_NDCG0.3662.model
diff --git a/checkpoints/mlp_layer_4_Epoch15_HR0.6386_NDCG0.3699.model b/checkpoints/mlp_layer_4_Epoch15_HR0.6386_NDCG0.3699.model
diff --git a/checkpoints/mlp_layer_4_Epoch16_HR0.6387_NDCG0.3709.model b/checkpoints/mlp_layer_4_Epoch16_HR0.6387_NDCG0.3709.model
diff --git a/checkpoints/mlp_layer_4_Epoch17_HR0.6487_NDCG0.3737.model b/checkpoints/mlp_layer_4_Epoch17_HR0.6487_NDCG0.3737.model
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diff --git a/checkpoints/mlp_layer_4_Epoch19_HR0.6487_NDCG0.3763.model b/checkpoints/mlp_layer_4_Epoch19_HR0.6487_NDCG0.3763.model
diff --git a/checkpoints/mlp_layer_4_Epoch1_HR0.4776_NDCG0.2652.model b/checkpoints/mlp_layer_4_Epoch1_HR0.4776_NDCG0.2652.model
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diff --git a/checkpoints/mlp_layer_4_Epoch21_HR0.6465_NDCG0.3786.model b/checkpoints/mlp_layer_4_Epoch21_HR0.6465_NDCG0.3786.model
diff --git a/checkpoints/mlp_layer_4_Epoch22_HR0.6459_NDCG0.3782.model b/checkpoints/mlp_layer_4_Epoch22_HR0.6459_NDCG0.3782.model
diff --git a/checkpoints/mlp_layer_4_Epoch23_HR0.6498_NDCG0.3811.model b/checkpoints/mlp_layer_4_Epoch23_HR0.6498_NDCG0.3811.model
diff --git a/checkpoints/mlp_layer_4_Epoch24_HR0.6464_NDCG0.3794.model b/checkpoints/mlp_layer_4_Epoch24_HR0.6464_NDCG0.3794.model
diff --git a/checkpoints/mlp_layer_4_Epoch25_HR0.6493_NDCG0.3803.model b/checkpoints/mlp_layer_4_Epoch25_HR0.6493_NDCG0.3803.model
diff --git a/checkpoints/mlp_layer_4_Epoch26_HR0.6467_NDCG0.3769.model b/checkpoints/mlp_layer_4_Epoch26_HR0.6467_NDCG0.3769.model
diff --git a/checkpoints/mlp_layer_4_Epoch27_HR0.6513_NDCG0.3790.model b/checkpoints/mlp_layer_4_Epoch27_HR0.6513_NDCG0.3790.model
diff --git a/checkpoints/mlp_layer_4_Epoch28_HR0.6522_NDCG0.3822.model b/checkpoints/mlp_layer_4_Epoch28_HR0.6522_NDCG0.3822.model
diff --git a/checkpoints/mlp_layer_4_Epoch29_HR0.6500_NDCG0.3800.model b/checkpoints/mlp_layer_4_Epoch29_HR0.6500_NDCG0.3800.model
diff --git a/checkpoints/mlp_layer_4_Epoch2_HR0.5389_NDCG0.2984.model b/checkpoints/mlp_layer_4_Epoch2_HR0.5389_NDCG0.2984.model
diff --git a/checkpoints/mlp_layer_4_Epoch30_HR0.6510_NDCG0.3796.model b/checkpoints/mlp_layer_4_Epoch30_HR0.6510_NDCG0.3796.model
diff --git a/checkpoints/mlp_layer_4_Epoch31_HR0.6520_NDCG0.3810.model b/checkpoints/mlp_layer_4_Epoch31_HR0.6520_NDCG0.3810.model
diff --git a/checkpoints/mlp_layer_4_Epoch32_HR0.6548_NDCG0.3832.model b/checkpoints/mlp_layer_4_Epoch32_HR0.6548_NDCG0.3832.model
diff --git a/checkpoints/mlp_layer_4_Epoch33_HR0.6588_NDCG0.3839.model b/checkpoints/mlp_layer_4_Epoch33_HR0.6588_NDCG0.3839.model
diff --git a/checkpoints/mlp_layer_4_Epoch34_HR0.6540_NDCG0.3835.model b/checkpoints/mlp_layer_4_Epoch34_HR0.6540_NDCG0.3835.model
diff --git a/checkpoints/mlp_layer_4_Epoch35_HR0.6589_NDCG0.3849.model b/checkpoints/mlp_layer_4_Epoch35_HR0.6589_NDCG0.3849.model
diff --git a/checkpoints/mlp_layer_4_Epoch36_HR0.6616_NDCG0.3861.model b/checkpoints/mlp_layer_4_Epoch36_HR0.6616_NDCG0.3861.model
diff --git a/checkpoints/mlp_layer_4_Epoch37_HR0.6584_NDCG0.3876.model b/checkpoints/mlp_layer_4_Epoch37_HR0.6584_NDCG0.3876.model
diff --git a/checkpoints/mlp_layer_4_Epoch38_HR0.6573_NDCG0.3847.model b/checkpoints/mlp_layer_4_Epoch38_HR0.6573_NDCG0.3847.model
diff --git a/checkpoints/mlp_layer_4_Epoch39_HR0.6543_NDCG0.3852.model b/checkpoints/mlp_layer_4_Epoch39_HR0.6543_NDCG0.3852.model
diff --git a/checkpoints/mlp_layer_4_Epoch3_HR0.5715_NDCG0.3217.model b/checkpoints/mlp_layer_4_Epoch3_HR0.5715_NDCG0.3217.model
diff --git a/checkpoints/mlp_layer_4_Epoch4_HR0.5833_NDCG0.3268.model b/checkpoints/mlp_layer_4_Epoch4_HR0.5833_NDCG0.3268.model
diff --git a/checkpoints/mlp_layer_4_Epoch5_HR0.5987_NDCG0.3379.model b/checkpoints/mlp_layer_4_Epoch5_HR0.5987_NDCG0.3379.model
diff --git a/checkpoints/mlp_layer_4_Epoch6_HR0.6075_NDCG0.3436.model b/checkpoints/mlp_layer_4_Epoch6_HR0.6075_NDCG0.3436.model
diff --git a/checkpoints/mlp_layer_4_Epoch7_HR0.6137_NDCG0.3484.model b/checkpoints/mlp_layer_4_Epoch7_HR0.6137_NDCG0.3484.model
diff --git a/checkpoints/mlp_layer_4_Epoch8_HR0.6146_NDCG0.3511.model b/checkpoints/mlp_layer_4_Epoch8_HR0.6146_NDCG0.3511.model
diff --git a/checkpoints/mlp_layer_4_Epoch9_HR0.6303_NDCG0.3594.model b/checkpoints/mlp_layer_4_Epoch9_HR0.6303_NDCG0.3594.model
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diff --git a/checkpoints/mlp_layer_5_Epoch12_HR0.6267_NDCG0.3567.model b/checkpoints/mlp_layer_5_Epoch12_HR0.6267_NDCG0.3567.model
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diff --git a/checkpoints/mlp_layer_5_Epoch14_HR0.6384_NDCG0.3677.model b/checkpoints/mlp_layer_5_Epoch14_HR0.6384_NDCG0.3677.model
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-Original file line number
+Diff line change
@@ Expand Up / @@ -158,3 +158,4 @@ cython_debug/ @@
     #  and can be added to the global gitignore or merged into this file.  For a more nuclear
     #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
     #.idea/
+    NFS/