`torch_dtype` is deprecated! Use `dtype` instead!
resumed from runs/v11_anneal/final.pt
pre-packing dataset...
packed 231173 (skipped 213) trainable=1292.7M
`use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`.
/usr/local/lib/python3.11/dist-packages/torch/utils/checkpoint.py:295: FutureWarning: `torch.cpu.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cpu', args...)` instead.
  with torch.enable_grad(), device_autocast_ctx, torch.cpu.amp.autocast(**ctx.cpu_autocast_kwargs):  # type: ignore[attr-defined]
step 50/7225 loss=0.3193 3.24s/step peak=18.4GB
step 100/7225 loss=0.3218 3.05s/step peak=18.4GB
step 150/7225 loss=0.2831 3.02s/step peak=18.4GB
step 200/7225 loss=0.2561 2.85s/step peak=18.4GB
step 250/7225 loss=0.2954 2.71s/step peak=18.4GB
step 300/7225 loss=0.2930 2.59s/step peak=18.4GB
step 350/7225 loss=0.2877 2.55s/step peak=18.4GB
step 400/7225 loss=0.2870 2.50s/step peak=18.4GB
step 450/7225 loss=0.2727 2.41s/step peak=18.4GB
step 500/7225 loss=0.2585 2.45s/step peak=18.4GB
step 550/7225 loss=0.2795 2.46s/step peak=18.4GB
step 600/7225 loss=0.2666 2.57s/step peak=18.4GB
step 650/7225 loss=0.2592 2.61s/step peak=18.4GB
step 700/7225 loss=0.2763 2.65s/step peak=18.4GB
step 750/7225 loss=0.2721 2.63s/step peak=18.4GB
step 800/7225 loss=0.2861 2.60s/step peak=18.4GB
step 850/7225 loss=0.2796 2.58s/step peak=18.5GB
step 900/7225 loss=0.3142 2.55s/step peak=18.5GB
step 950/7225 loss=0.2393 2.55s/step peak=18.5GB
step 1000/7225 loss=0.2685 2.51s/step peak=18.5GB
saved runs/v12/step1000.pt
step 1050/7225 loss=0.2620 2.50s/step peak=18.5GB
step 1100/7225 loss=0.2849 2.49s/step peak=18.5GB
step 1150/7225 loss=0.2513 2.47s/step peak=18.5GB
step 1200/7225 loss=0.2842 2.45s/step peak=18.5GB
step 1250/7225 loss=0.2488 2.44s/step peak=18.5GB
step 1300/7225 loss=0.2735 2.43s/step peak=18.5GB
step 1350/7225 loss=0.2698 2.41s/step peak=18.5GB
step 1400/7225 loss=0.2530 2.40s/step peak=18.5GB
step 1450/7225 loss=0.2639 2.40s/step peak=18.5GB
step 1500/7225 loss=0.2705 2.37s/step peak=18.5GB
step 1550/7225 loss=0.2821 2.36s/step peak=18.5GB
step 1600/7225 loss=0.2631 2.34s/step peak=18.5GB
step 1650/7225 loss=0.2633 2.34s/step peak=18.5GB
step 1700/7225 loss=0.2672 2.32s/step peak=18.5GB
step 1750/7225 loss=0.2584 2.31s/step peak=18.5GB
step 1800/7225 loss=0.2487 2.31s/step peak=18.5GB
step 1850/7225 loss=0.2585 2.29s/step peak=18.5GB
step 1900/7225 loss=0.2441 2.29s/step peak=18.5GB
step 1950/7225 loss=0.2494 2.29s/step peak=18.5GB
step 2000/7225 loss=0.2598 2.28s/step peak=18.5GB
saved runs/v12/step2000.pt
step 2050/7225 loss=0.2721 2.30s/step peak=18.5GB
step 2100/7225 loss=0.2250 2.29s/step peak=18.5GB
step 2150/7225 loss=0.2802 2.29s/step peak=18.5GB
step 2200/7225 loss=0.2907 2.29s/step peak=18.5GB
step 2250/7225 loss=0.2558 2.29s/step peak=18.5GB
step 2300/7225 loss=0.2936 2.28s/step peak=18.5GB
step 2350/7225 loss=0.2617 2.27s/step peak=18.5GB
step 2400/7225 loss=0.2825 2.26s/step peak=18.5GB
step 2450/7225 loss=0.2680 2.25s/step peak=18.5GB
step 2500/7225 loss=0.2567 2.25s/step peak=18.5GB
step 2550/7225 loss=0.2715 2.25s/step peak=18.5GB
step 2600/7225 loss=0.2411 2.25s/step peak=18.5GB
step 2650/7225 loss=0.2491 2.24s/step peak=18.5GB
step 2700/7225 loss=0.2758 2.23s/step peak=18.5GB
step 2750/7225 loss=0.2842 2.23s/step peak=18.5GB
step 2800/7225 loss=0.2707 2.22s/step peak=18.5GB
step 2850/7225 loss=0.2593 2.22s/step peak=18.5GB
step 2900/7225 loss=0.2632 2.21s/step peak=18.5GB
step 2950/7225 loss=0.2903 2.21s/step peak=18.5GB
step 3000/7225 loss=0.2757 2.20s/step peak=18.5GB
saved runs/v12/step3000.pt
step 3050/7225 loss=0.2555 2.20s/step peak=18.5GB
step 3100/7225 loss=0.2617 2.19s/step peak=18.5GB
step 3150/7225 loss=0.2324 2.19s/step peak=18.5GB
step 3200/7225 loss=0.2722 2.19s/step peak=18.5GB
step 3250/7225 loss=0.2282 2.19s/step peak=18.5GB
step 3300/7225 loss=0.2582 2.18s/step peak=18.5GB
step 3350/7225 loss=0.2560 2.18s/step peak=18.5GB
step 3400/7225 loss=0.2424 2.18s/step peak=18.5GB
step 3450/7225 loss=0.2617 2.17s/step peak=18.5GB
step 3500/7225 loss=0.2570 2.18s/step peak=18.5GB
step 3550/7225 loss=0.2637 2.17s/step peak=18.5GB
step 3600/7225 loss=0.2483 2.17s/step peak=18.5GB
step 3650/7225 loss=0.2501 2.17s/step peak=18.5GB
step 3700/7225 loss=0.2591 2.17s/step peak=18.5GB
step 3750/7225 loss=0.2687 2.16s/step peak=18.5GB
step 3800/7225 loss=0.2575 2.16s/step peak=18.5GB
step 3850/7225 loss=0.2641 2.16s/step peak=18.5GB
step 3900/7225 loss=0.2468 2.16s/step peak=18.5GB
step 3950/7225 loss=0.2346 2.16s/step peak=18.5GB
step 4000/7225 loss=0.2486 2.16s/step peak=18.5GB
saved runs/v12/step4000.pt
step 4050/7225 loss=0.2569 2.16s/step peak=18.5GB
step 4100/7225 loss=0.2782 2.16s/step peak=18.5GB
step 4150/7225 loss=0.2231 2.16s/step peak=18.5GB
step 4200/7225 loss=0.2627 2.16s/step peak=18.5GB
step 4250/7225 loss=0.2415 2.16s/step peak=18.5GB
step 4300/7225 loss=0.2502 2.15s/step peak=18.5GB
step 4350/7225 loss=0.2462 2.15s/step peak=18.5GB
step 4400/7225 loss=0.2644 2.14s/step peak=18.5GB
step 4450/7225 loss=0.2884 2.14s/step peak=18.5GB
step 4500/7225 loss=0.2326 2.14s/step peak=18.5GB
step 4550/7225 loss=0.2365 2.14s/step peak=18.5GB
step 4600/7225 loss=0.2432 2.14s/step peak=18.5GB
step 4650/7225 loss=0.2696 2.14s/step peak=18.5GB
step 4700/7225 loss=0.2518 2.14s/step peak=18.5GB
step 4750/7225 loss=0.2573 2.14s/step peak=18.5GB
step 4800/7225 loss=0.2256 2.14s/step peak=18.5GB
step 4850/7225 loss=0.2577 2.14s/step peak=18.5GB
step 4900/7225 loss=0.2436 2.14s/step peak=18.5GB
step 4950/7225 loss=0.2306 2.14s/step peak=18.5GB
step 5000/7225 loss=0.2558 2.13s/step peak=18.5GB
saved runs/v12/step5000.pt
step 5050/7225 loss=0.2634 2.14s/step peak=18.5GB
step 5100/7225 loss=0.2285 2.14s/step peak=18.5GB
step 5150/7225 loss=0.2653 2.13s/step peak=18.6GB
step 5200/7225 loss=0.2719 2.13s/step peak=18.6GB
step 5250/7225 loss=0.2302 2.13s/step peak=18.6GB
step 5300/7225 loss=0.2457 2.13s/step peak=18.6GB
step 5350/7225 loss=0.2388 2.13s/step peak=18.6GB
step 5400/7225 loss=0.2277 2.13s/step peak=18.6GB
step 5450/7225 loss=0.2510 2.13s/step peak=18.6GB
step 5500/7225 loss=0.2483 2.13s/step peak=18.6GB
step 5550/7225 loss=0.2274 2.13s/step peak=18.6GB
step 5600/7225 loss=0.2632 2.13s/step peak=18.6GB
step 5650/7225 loss=0.2422 2.13s/step peak=18.6GB
step 5700/7225 loss=0.2451 2.13s/step peak=18.6GB
step 5750/7225 loss=0.2359 2.13s/step peak=18.6GB
step 5800/7225 loss=0.2600 2.13s/step peak=18.6GB
step 5850/7225 loss=0.2309 2.13s/step peak=18.6GB
step 5900/7225 loss=0.2448 2.13s/step peak=18.6GB
step 5950/7225 loss=0.2495 2.13s/step peak=18.6GB
step 6000/7225 loss=0.2544 2.13s/step peak=18.6GB
saved runs/v12/step6000.pt
step 6050/7225 loss=0.2212 2.13s/step peak=18.6GB
step 6100/7225 loss=0.2721 2.13s/step peak=18.6GB
step 6150/7225 loss=0.2261 2.13s/step peak=18.6GB
step 6200/7225 loss=0.2539 2.13s/step peak=18.6GB
step 6250/7225 loss=0.2475 2.12s/step peak=18.6GB
step 6300/7225 loss=0.2369 2.12s/step peak=18.6GB
step 6350/7225 loss=0.2377 2.12s/step peak=18.6GB
step 6400/7225 loss=0.2324 2.12s/step peak=18.6GB
step 6450/7225 loss=0.2398 2.12s/step peak=18.6GB
step 6500/7225 loss=0.2225 2.12s/step peak=18.6GB
step 6550/7225 loss=0.2484 2.12s/step peak=18.6GB
step 6600/7225 loss=0.2643 2.12s/step peak=18.6GB
step 6650/7225 loss=0.2404 2.12s/step peak=18.6GB
step 6700/7225 loss=0.2291 2.12s/step peak=18.6GB
step 6750/7225 loss=0.2350 2.11s/step peak=18.6GB
step 6800/7225 loss=0.2612 2.11s/step peak=18.6GB
step 6850/7225 loss=0.2203 2.11s/step peak=18.6GB
step 6900/7225 loss=0.2437 2.11s/step peak=18.6GB
step 6950/7225 loss=0.2129 2.11s/step peak=18.6GB
step 7000/7225 loss=0.2580 2.11s/step peak=18.6GB
saved runs/v12/step7000.pt
step 7050/7225 loss=0.2305 2.11s/step peak=18.6GB
step 7100/7225 loss=0.2466 2.11s/step peak=18.6GB
step 7150/7225 loss=0.2485 2.11s/step peak=18.6GB
step 7200/7225 loss=0.2193 2.11s/step peak=18.6GB
saved runs/v12/step7225.pt
done