| Device: cuda:0 |
| Loading cache: experiments_v2/caches/v2_K2_15k.pt |
| 15000 samples, K=2 users, mean full-opt rate = 7.768 |
| SIM layout=LLNLNLN share_mask=1100000 no_gen=False sensing_only=False readout=port use_codebook=True |
| Params: SIM=98.3k, Head=0.00M, CB(N=32)=1069.2k, total=1.17M |
| DL split output dim = 32774 |
| Warm-starting sim+head from experiments_v2/checkpoints/sense_port_LLNLNLN_S64Q10_Pt10_SNR20.pt |
| Ep 001 | tr_rate=1.531 ce=6.097 acc=0.250 pos~2.93m | te_rate=1.729/7.759 (22.3%) te_ce=6.011 te_acc=0.249 te_pos~2.93m | 73.5s |
| Ep 003 | tr_rate=2.243 ce=5.857 acc=0.261 pos~2.90m | te_rate=2.279/7.759 (29.4%) te_ce=5.820 te_acc=0.255 te_pos~2.91m | 75.7s |
| Ep 006 | tr_rate=2.876 ce=5.702 acc=0.265 pos~2.89m | te_rate=2.780/7.759 (35.8%) te_ce=5.683 te_acc=0.264 te_pos~2.90m | 77.3s |
| Ep 009 | tr_rate=3.290 ce=5.619 acc=0.266 pos~2.88m | te_rate=3.121/7.759 (40.2%) te_ce=5.606 te_acc=0.264 te_pos~2.89m | 76.8s |
| Ep 012 | tr_rate=3.586 ce=5.563 acc=0.264 pos~2.85m | te_rate=3.359/7.759 (43.3%) te_ce=5.552 te_acc=0.260 te_pos~2.85m | 77.0s |
| Ep 015 | tr_rate=3.839 ce=5.520 acc=0.263 pos~2.81m | te_rate=3.570/7.759 (46.0%) te_ce=5.511 te_acc=0.261 te_pos~2.81m | 76.9s |
| Ep 018 | tr_rate=4.059 ce=5.484 acc=0.264 pos~2.76m | te_rate=3.740/7.759 (48.2%) te_ce=5.477 te_acc=0.262 te_pos~2.76m | 78.0s |
| Ep 021 | tr_rate=4.236 ce=5.454 acc=0.264 pos~2.70m | te_rate=3.867/7.759 (49.8%) te_ce=5.445 te_acc=0.262 te_pos~2.71m | 77.0s |
| Ep 024 | tr_rate=4.384 ce=5.428 acc=0.265 pos~2.65m | te_rate=3.977/7.759 (51.3%) te_ce=5.421 te_acc=0.265 te_pos~2.66m | 77.6s |
| Ep 027 | tr_rate=4.506 ce=5.407 acc=0.262 pos~2.61m | te_rate=4.076/7.759 (52.5%) te_ce=5.400 te_acc=0.257 te_pos~2.62m | 76.9s |
| Ep 030 | tr_rate=4.613 ce=5.388 acc=0.263 pos~2.58m | te_rate=4.138/7.759 (53.3%) te_ce=5.382 te_acc=0.263 te_pos~2.59m | 76.9s |
| Ep 033 | tr_rate=4.706 ce=5.372 acc=0.265 pos~2.56m | te_rate=4.201/7.759 (54.1%) te_ce=5.366 te_acc=0.263 te_pos~2.57m | 77.9s |
| Ep 036 | tr_rate=4.772 ce=5.359 acc=0.266 pos~2.53m | te_rate=4.246/7.759 (54.7%) te_ce=5.354 te_acc=0.261 te_pos~2.55m | 76.8s |
| Ep 039 | tr_rate=4.838 ce=5.349 acc=0.265 pos~2.52m | te_rate=4.283/7.759 (55.2%) te_ce=5.344 te_acc=0.264 te_pos~2.53m | 76.8s |
| Ep 042 | tr_rate=4.888 ce=5.342 acc=0.265 pos~2.51m | te_rate=4.318/7.759 (55.7%) te_ce=5.336 te_acc=0.263 te_pos~2.52m | 76.9s |
| Ep 045 | tr_rate=4.927 ce=5.335 acc=0.267 pos~2.50m | te_rate=4.337/7.759 (55.9%) te_ce=5.330 te_acc=0.261 te_pos~2.51m | 77.2s |
| Ep 048 | tr_rate=4.950 ce=5.331 acc=0.267 pos~2.49m | te_rate=4.353/7.759 (56.1%) te_ce=5.326 te_acc=0.262 te_pos~2.51m | 76.9s |
| Ep 051 | tr_rate=4.974 ce=5.328 acc=0.267 pos~2.49m | te_rate=4.358/7.759 (56.2%) te_ce=5.325 te_acc=0.267 te_pos~2.50m | 77.3s |
| Ep 054 | tr_rate=4.980 ce=5.327 acc=0.265 pos~2.48m | te_rate=4.369/7.759 (56.3%) te_ce=5.322 te_acc=0.264 te_pos~2.50m | 78.8s |
| Ep 057 | tr_rate=4.988 ce=5.326 acc=0.265 pos~2.48m | te_rate=4.376/7.759 (56.4%) te_ce=5.323 te_acc=0.262 te_pos~2.50m | 78.4s |
| Ep 060 | tr_rate=4.992 ce=5.326 acc=0.266 pos~2.48m | te_rate=4.372/7.759 (56.3%) te_ce=5.322 te_acc=0.264 te_pos~2.50m | 78.6s |
|
|
| Best rate: 4.3758 → saved to experiments_v2/checkpoints/joint_codebook_N32_LLNLNLN.pt |
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