| 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=False |
| Params: SIM=98.3k, Head=0.00M, Gen=18.92M, total=19.02M |
| DL split output dim = 32774 |
| Warm-starting sim+head from experiments_v2/checkpoints/sense_port_LLNLNLN_S64Q10_Pt10_SNR20.pt |
| Ep 001 | tr_rate=1.871 ce=5.982 acc=0.260 pos~2.87m | te_rate=2.197/7.759 (28.3%) te_ce=5.806 te_acc=0.260 te_pos~2.80m | 71.3s |
| Ep 003 | tr_rate=3.071 ce=5.538 acc=0.272 pos~2.67m | te_rate=3.364/7.759 (43.4%) te_ce=5.474 te_acc=0.274 te_pos~2.64m | 72.7s |
| Ep 006 | tr_rate=3.945 ce=5.278 acc=0.274 pos~2.49m | te_rate=3.910/7.759 (50.4%) te_ce=5.242 te_acc=0.273 te_pos~2.48m | 74.7s |
| Ep 009 | tr_rate=4.344 ce=5.112 acc=0.281 pos~2.33m | te_rate=4.317/7.759 (55.6%) te_ce=5.086 te_acc=0.278 te_pos~2.32m | 75.2s |
| Ep 012 | tr_rate=4.701 ce=4.978 acc=0.287 pos~2.18m | te_rate=4.711/7.759 (60.7%) te_ce=4.956 te_acc=0.282 te_pos~2.17m | 74.1s |
| Ep 015 | tr_rate=4.924 ce=4.862 acc=0.293 pos~2.03m | te_rate=4.925/7.759 (63.5%) te_ce=4.843 te_acc=0.291 te_pos~2.03m | 76.0s |
| Ep 018 | tr_rate=5.133 ce=4.760 acc=0.299 pos~1.91m | te_rate=5.105/7.759 (65.8%) te_ce=4.743 te_acc=0.294 te_pos~1.90m | 74.1s |
| Ep 021 | tr_rate=5.280 ce=4.671 acc=0.305 pos~1.80m | te_rate=5.337/7.759 (68.8%) te_ce=4.658 te_acc=0.297 te_pos~1.80m | 74.0s |
| Ep 024 | tr_rate=5.513 ce=4.601 acc=0.305 pos~1.71m | te_rate=5.495/7.759 (70.8%) te_ce=4.589 te_acc=0.304 te_pos~1.72m | 74.4s |
| Ep 027 | tr_rate=5.689 ce=4.550 acc=0.304 pos~1.67m | te_rate=5.687/7.759 (73.3%) te_ce=4.542 te_acc=0.301 te_pos~1.68m | 74.2s |
| Ep 030 | tr_rate=6.013 ce=4.523 acc=0.301 pos~1.67m | te_rate=6.123/7.759 (78.9%) te_ce=4.518 te_acc=0.284 te_pos~1.68m | 74.2s |
| Ep 033 | tr_rate=6.313 ce=4.503 acc=0.301 pos~1.65m | te_rate=6.267/7.759 (80.8%) te_ce=4.500 te_acc=0.284 te_pos~1.66m | 75.2s |
| Ep 036 | tr_rate=6.605 ce=4.492 acc=0.298 pos~1.64m | te_rate=6.618/7.759 (85.3%) te_ce=4.490 te_acc=0.288 te_pos~1.66m | 75.1s |
| Ep 039 | tr_rate=6.941 ce=4.484 acc=0.298 pos~1.63m | te_rate=6.922/7.759 (89.2%) te_ce=4.482 te_acc=0.290 te_pos~1.65m | 74.4s |
| Ep 042 | tr_rate=7.302 ce=4.480 acc=0.299 pos~1.63m | te_rate=7.259/7.759 (93.6%) te_ce=4.478 te_acc=0.290 te_pos~1.65m | 75.1s |
| Ep 045 | tr_rate=7.615 ce=4.478 acc=0.298 pos~1.63m | te_rate=7.549/7.759 (97.3%) te_ce=4.476 te_acc=0.291 te_pos~1.65m | 74.2s |
| Ep 048 | tr_rate=7.851 ce=4.477 acc=0.299 pos~1.63m | te_rate=7.847/7.759 (101.1%) te_ce=4.475 te_acc=0.293 te_pos~1.65m | 74.1s |
| Ep 051 | tr_rate=8.055 ce=4.476 acc=0.299 pos~1.63m | te_rate=8.038/7.759 (103.6%) te_ce=4.475 te_acc=0.295 te_pos~1.65m | 74.1s |
| Ep 054 | tr_rate=8.233 ce=4.475 acc=0.297 pos~1.63m | te_rate=8.182/7.759 (105.5%) te_ce=4.474 te_acc=0.289 te_pos~1.65m | 74.3s |
| Ep 057 | tr_rate=8.326 ce=4.475 acc=0.299 pos~1.63m | te_rate=8.259/7.759 (106.4%) te_ce=4.473 te_acc=0.292 te_pos~1.65m | 74.0s |
| Ep 060 | tr_rate=8.355 ce=4.476 acc=0.299 pos~1.63m | te_rate=8.280/7.759 (106.7%) te_ce=4.474 te_acc=0.290 te_pos~1.65m | 74.1s |
|
|
| Best rate: 8.2798 → saved to experiments_v2/checkpoints/joint_generator_LLNLNLN.pt |
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