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Browse files- 14_stream_fixer_s200_paired/README.md +25 -0
- 14_stream_fixer_s200_paired/SHA256SUMS +5 -0
- 14_stream_fixer_s200_paired/args.json +21 -0
- 14_stream_fixer_s200_paired/denoiser_004000.pt +3 -0
- 14_stream_fixer_s200_paired/log.jsonl +89 -0
- 14_stream_fixer_s200_paired/train.log +400 -0
- 15_output_fixers/README.md +25 -0
- 15_output_fixers/SHA256SUMS +7 -0
- 15_output_fixers/o0/args.json +18 -0
- 15_output_fixers/o0/denoiser_003000.pt +3 -0
- 15_output_fixers/o0/log.jsonl +67 -0
- 15_output_fixers/o1/args.json +18 -0
- 15_output_fixers/o1/denoiser_003000.pt +3 -0
- 15_output_fixers/o1/log.jsonl +67 -0
- 16_gen3r_round2_probe/README.md +39 -0
- 16_gen3r_round2_probe/SHA256SUMS +3 -0
- 16_gen3r_round2_probe/r2probe.zip +3 -0
- 16_gen3r_round2_probe/r2probe4k.zip +3 -0
14_stream_fixer_s200_paired/README.md
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# 14_stream_fixer_s200_paired
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The frozen render fixer that sits in the loop of every Gen3R round-2 experiment and of our streaming memory
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("s200_paired"): a one-step diffusion fixer (SyncFix) fine-tuned on our own memory's renders.
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| file | restore to | size |
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| `denoiser_004000.pt` | `outputs/syncfix_ft/s200_paired/denoiser_004000.pt` | 4.6 GB |
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| `args.json`, `log.jsonl`, `train.log` | same folder | small |
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**Lineage.** SyncFix official weights (github.com/Deming77/SyncFix; the checkpoint is a Google Drive download listed in that
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README) → `outputs/syncfix_ft/a2_res_w10/denoiser_008000.pt` (8,000 steps on our renders) → this file (4,000 more steps, lr 1e-5,
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batch 2, paired + cross-view agreement losses on the stream bank `outputs/long_stream/best_fixbank_train3/bank`; `args.json`). The
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file holds the full fine-tuned network, so only the SyncFix code is needed to run it, not the official checkpoint.
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**Use.**
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- Online in the memory: `scripts/unified/eval_long_stream.py ... --ext-fix syncfix:outputs/syncfix_ft/s200_paired/denoiser_004000.pt`.
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- Gen3R round-2 probe: `scripts/lyra/teacher_probe2.py` (fix stage) makes Gen3R's conditioning frame and SDEdit start from it.
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- Initialisation of the output fixers in `15_output_fixers/`.
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**Results** (docs/RESULTS.md §0r): on the val33 stream bank (8,546 views) 17.47 → 17.56 dB, LPIPS .324 → .313, sharpness 0.21 →
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0.66 of real. In the Gen3R round-2 probe the fixed render beat every Gen3R variant (RESULTS §0q).
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**Terms.** Derived from SyncFix, whose repository has no license file; released here on the project owner's decision (2026-11-04).
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Check SyncFix's terms before reuse. Trained on renders of DL3DV scenes (DL3DV-10K terms of use).
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14_stream_fixer_s200_paired/SHA256SUMS
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07cacdfed9423580d7dd38174d263f5b5e8949fa6748f2d6d72cd9a4e9e14485 ./args.json
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cf7144c53166292f57ebad33915a5310b1aecc3dff471e82938866a9c1469528 ./denoiser_004000.pt
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3eb06516986d2e7db8331672c0aaebb061a407334afb415861ef252627b16c4e ./log.jsonl
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da6f8d29784c6a0f6aee80504c8e9326cf36d0f8fb7bc80c1b8498c4a411db9d ./README.md
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190b13a650307d4b6153a9698bf83f12fce0baf63222930b61b8721cb8d27d6c ./train.log
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14_stream_fixer_s200_paired/args.json
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{
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"banks": "[PosixPath('outputs/long_stream/best_fixbank_train3/bank')]",
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"n_orbits": "0",
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"val_bank": "outputs/long_stream/best_val33/bank_near",
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"out": "outputs/syncfix_ft/s200_paired",
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"init": "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/free-latent-completion/outputs/syncfix_ft/a2_res_w10/denoiser_008000.pt",
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"w_agree": "10.0",
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"w_near": "0.0",
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"w_app": "0.5",
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"w_geo": "0.5",
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"realism_warmup": "500",
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"steps": "4000",
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"lr": "1e-05",
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"lr_warmup": "200",
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"batch": "2",
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"val_every": "500",
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"val_windows": "48",
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"save_every": "2000",
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"workers": "6",
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"seed": "1102"
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}
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14_stream_fixer_s200_paired/denoiser_004000.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:cf7144c53166292f57ebad33915a5310b1aecc3dff471e82938866a9c1469528
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size 4853065399
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14_stream_fixer_s200_paired/log.jsonl
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{"val": {"psnr_r": 17.316714773575466, "psnr_f": 16.838129301865894, "lpips_r": 0.3291937040630728, "lpips_f": 0.3579407640111943, "sharp_r": 0.20774495438672602, "sharp_f": 0.6178478267975152, "agree": 0.195467301333944, "struct": null, "app": null, "geo": null, "step": 0}}
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{"step": 50, "loss": 5.282959461212158, "gnorm": 19.012298583984375, "s_per_step": 0.46517508029937743, "lat": 0.343128502368927, "pix": 3.6950299739837646, "agree": 0.12448009848594666}
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{"step": 100, "loss": 5.966648101806641, "gnorm": 19.931276321411133, "s_per_step": 0.45174971103668216, "lat": 0.6359272003173828, "pix": 3.6033713817596436, "agree": 0.17273494601249695}
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{"step": 150, "loss": 6.706423282623291, "gnorm": 20.032516479492188, "s_per_step": 0.44838563601175946, "lat": 0.4129915237426758, "pix": 4.5263471603393555, "agree": 0.17670845985412598}
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{"step": 200, "loss": 5.409975051879883, "gnorm": 17.286827087402344, "s_per_step": 0.444759224653244, "lat": 0.5236479640007019, "pix": 3.4860780239105225, "agree": 0.14002491533756256}
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{"step": 250, "loss": 2.517254114151001, "gnorm": 9.617813110351562, "s_per_step": 0.44287422657012937, "lat": 0.12476496398448944, "pix": 1.932403564453125, "agree": 0.046008553355932236}
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{"step": 300, "loss": 4.430167198181152, "gnorm": 11.956856727600098, "s_per_step": 0.44164979934692383, "lat": 0.3534668982028961, "pix": 2.9653356075286865, "agree": 0.11113643646240234}
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{"step": 350, "loss": 4.688089370727539, "gnorm": 15.709254264831543, "s_per_step": 0.44050958156585696, "lat": 0.3752760589122772, "pix": 3.085775375366211, "agree": 0.12270380556583405}
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{"step": 400, "loss": 7.314797401428223, "gnorm": 20.28812026977539, "s_per_step": 0.43988965809345243, "lat": 0.6609450578689575, "pix": 4.753818511962891, "agree": 0.1900033950805664}
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{"step": 450, "loss": 2.8827595710754395, "gnorm": 7.827585220336914, "s_per_step": 0.4389246956507365, "lat": 0.12322597205638885, "pix": 2.1229665279388428, "agree": 0.06365671753883362}
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{"step": 500, "loss": 5.692932605743408, "gnorm": 11.124910354614258, "s_per_step": 0.4382571859359741, "lat": 0.5842304229736328, "pix": 3.371189832687378, "agree": 0.17375124990940094}
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{"val": {"psnr_r": 17.316714773575466, "psnr_f": 17.256229897340138, "lpips_r": 0.3291937040630728, "lpips_f": 0.3277533127305408, "sharp_r": 0.20774495438672602, "sharp_f": 0.6295974360158046, "agree": 0.19425605920453867, "struct": null, "app": null, "geo": null, "step": 500}}
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{"step": 550, "loss": 5.257030963897705, "gnorm": 15.131274223327637, "s_per_step": 0.44431875185533004, "lat": 0.4374696612358093, "pix": 3.6632354259490967, "agree": 0.11563259363174438}
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{"step": 600, "loss": 7.337639808654785, "gnorm": 19.91976547241211, "s_per_step": 0.44358083645502727, "lat": 0.6734758615493774, "pix": 5.058652877807617, "agree": 0.16055111587047577}
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{"step": 650, "loss": 5.58404016494751, "gnorm": 36.128883361816406, "s_per_step": 0.4425516605377197, "lat": 0.406619131565094, "pix": 3.679435968399048, "agree": 0.14979849755764008}
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{"step": 700, "loss": 6.593929290771484, "gnorm": 20.724973678588867, "s_per_step": 0.44170593397957936, "lat": 0.5818449258804321, "pix": 4.306272029876709, "agree": 0.17058126628398895}
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{"step": 750, "loss": 4.463681221008301, "gnorm": 14.081138610839844, "s_per_step": 0.4409639717737834, "lat": 0.3447449505329132, "pix": 3.111719846725464, "agree": 0.10072162747383118}
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{"step": 800, "loss": 4.976413726806641, "gnorm": 18.86370277404785, "s_per_step": 0.44031798243522646, "lat": 0.7762983441352844, "pix": 3.1152749061584473, "agree": 0.10848403722047806}
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{"step": 850, "loss": 3.5793182849884033, "gnorm": 11.016100883483887, "s_per_step": 0.4396640449411729, "lat": 0.631940484046936, "pix": 2.4261178970336914, "agree": 0.05212600529193878}
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{"step": 900, "loss": 4.1083269119262695, "gnorm": 17.977937698364258, "s_per_step": 0.4393557726012336, "lat": 0.32825568318367004, "pix": 2.822862386703491, "agree": 0.09572090208530426}
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{"val": {"psnr_r": 17.316714773575466, "psnr_f": 17.283803939819336, "lpips_r": 0.3291937040630728, "lpips_f": 0.3256644190599521, "sharp_r": 0.20774495438672602, "sharp_f": 0.6612661257386208, "agree": 0.19192229863256216, "struct": null, "app": null, "geo": null, "step": 1000}}
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{"step": 1300, "loss": 2.7233002185821533, "gnorm": 8.128558158874512, "s_per_step": 0.43990861415863036, "lat": 0.11197896301746368, "pix": 1.9066317081451416, "agree": 0.0704689547419548}
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{"step": 1350, "loss": 6.2007317543029785, "gnorm": 7.34594202041626, "s_per_step": 0.439667704017074, "lat": 0.5812610387802124, "pix": 4.5055365562438965, "agree": 0.11139339208602905}
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{"step": 1400, "loss": 1.6749701499938965, "gnorm": 29.470783233642578, "s_per_step": 0.43953941924231393, "lat": 0.08110769093036652, "pix": 1.2208553552627563, "agree": 0.037300702184438705}
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{"val": {"psnr_r": 17.316714773575466, "psnr_f": 17.341512391964596, "lpips_r": 0.3291937040630728, "lpips_f": 0.3219629074446857, "sharp_r": 0.20774495438672602, "sharp_f": 0.6501046052823464, "agree": 0.1908291537935535, "struct": null, "app": null, "geo": null, "step": 1500}}
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| 45 |
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| 46 |
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| 48 |
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| 50 |
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| 51 |
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| 56 |
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| 89 |
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|
14_stream_fixer_s200_paired/train.log
ADDED
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| 1 |
+
The config attributes {'clip_sample': False, 'sample_max_value': 1.0, 'set_alpha_to_one': False, 'skip_prk_steps': True} were passed to FlowMatchEulerDiscreteScheduler, but are not expected and will be ignored. Please verify your scheduler_config.json configuration file.
|
| 2 |
+
The config attributes {'clip_sample': False, 'sample_max_value': 1.0, 'set_alpha_to_one': False, 'skip_prk_steps': True} were passed to FlowMatchEulerDiscreteScheduler, but are not expected and will be ignored. Please verify your scheduler_config.json configuration file.
|
| 3 |
+
Cannot initialize model with low cpu memory usage because `accelerate` was not found in the environment. Defaulting to `low_cpu_mem_usage=False`. It is strongly recommended to install `accelerate` for faster and less memory-intense model loading. You can do so with:
|
| 4 |
+
```
|
| 5 |
+
pip install accelerate
|
| 6 |
+
```
|
| 7 |
+
.
|
| 8 |
+
The config attributes {'clip_sample': False, 'sample_max_value': 1.0, 'set_alpha_to_one': False, 'skip_prk_steps': True} were passed to FlowMatchEulerDiscreteScheduler, but are not expected and will be ignored. Please verify your scheduler_config.json configuration file.
|
| 9 |
+
The config attributes {'clip_sample': False, 'sample_max_value': 1.0, 'set_alpha_to_one': False, 'skip_prk_steps': True} were passed to FlowMatchEulerDiscreteScheduler, but are not expected and will be ignored. Please verify your scheduler_config.json configuration file.
|
| 10 |
+
Cannot initialize model with low cpu memory usage because `accelerate` was not found in the environment. Defaulting to `low_cpu_mem_usage=False`. It is strongly recommended to install `accelerate` for faster and less memory-intense model loading. You can do so with:
|
| 11 |
+
```
|
| 12 |
+
pip install accelerate
|
| 13 |
+
```
|
| 14 |
+
.
|
| 15 |
+
Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]
|
| 16 |
+
/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.
|
| 17 |
+
warnings.warn(
|
| 18 |
+
/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=VGG16_Weights.IMAGENET1K_V1`. You can also use `weights=VGG16_Weights.DEFAULT` to get the most up-to-date weights.
|
| 19 |
+
warnings.warn(msg)
|
| 20 |
+
Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]
|
| 21 |
+
/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.
|
| 22 |
+
warnings.warn(
|
| 23 |
+
/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=VGG16_Weights.IMAGENET1K_V1`. You can also use `weights=VGG16_Weights.DEFAULT` to get the most up-to-date weights.
|
| 24 |
+
warnings.warn(msg)
|
| 25 |
+
Loading model from: /mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/site-packages/lpips/weights/v0.1/vgg.pth
|
| 26 |
+
Loading model from: /mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/site-packages/lpips/weights/v0.1/vgg.pth
|
| 27 |
+
train windows 17214 (200 orbits), val windows 48, world 2
|
| 28 |
+
VAL {"psnr_r": 17.3167, "psnr_f": 16.8381, "lpips_r": 0.3292, "lpips_f": 0.3579, "sharp_r": 0.2077, "sharp_f": 0.6178, "agree": 0.1955, "struct": null, "app": null, "geo": null, "step": 0}
|
| 29 |
+
[rank1]:[W1102 20:04:01.766634832 reducer.cpp:1502] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration, which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
|
| 30 |
+
[rank0]:[W1102 20:04:01.810630774 reducer.cpp:1502] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration, which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
|
| 31 |
+
/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/free-latent-completion/scripts/syncfix/train_stream.py:250: UserWarning: Converting a tensor with requires_grad=True to a scalar may lead to unexpected behavior.
|
| 32 |
+
Consider using tensor.detach() first. (Triggered internally at /pytorch/torch/csrc/autograd/generated/python_variable_methods.cpp:836.)
|
| 33 |
+
loss = lat + pix + a.w_agree * ag; info = dict(lat=float(lat), pix=float(pix), agree=float(ag))
|
| 34 |
+
/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/free-latent-completion/scripts/syncfix/train_stream.py:250: UserWarning: Converting a tensor with requires_grad=True to a scalar may lead to unexpected behavior.
|
| 35 |
+
Consider using tensor.detach() first. (Triggered internally at /pytorch/torch/csrc/autograd/generated/python_variable_methods.cpp:836.)
|
| 36 |
+
loss = lat + pix + a.w_agree * ag; info = dict(lat=float(lat), pix=float(pix), agree=float(ag))
|
| 37 |
+
{"step": 50, "loss": 5.28296, "gnorm": 19.0123, "s_per_step": 0.46518, "lat": 0.34313, "pix": 3.69503, "agree": 0.12448}
|
| 38 |
+
{"step": 100, "loss": 5.96665, "gnorm": 19.93128, "s_per_step": 0.45175, "lat": 0.63593, "pix": 3.60337, "agree": 0.17273}
|
| 39 |
+
{"step": 150, "loss": 6.70642, "gnorm": 20.03252, "s_per_step": 0.44839, "lat": 0.41299, "pix": 4.52635, "agree": 0.17671}
|
| 40 |
+
{"step": 200, "loss": 5.40998, "gnorm": 17.28683, "s_per_step": 0.44476, "lat": 0.52365, "pix": 3.48608, "agree": 0.14002}
|
| 41 |
+
{"step": 250, "loss": 2.51725, "gnorm": 9.61781, "s_per_step": 0.44287, "lat": 0.12476, "pix": 1.9324, "agree": 0.04601}
|
| 42 |
+
{"step": 300, "loss": 4.43017, "gnorm": 11.95686, "s_per_step": 0.44165, "lat": 0.35347, "pix": 2.96534, "agree": 0.11114}
|
| 43 |
+
{"step": 350, "loss": 4.68809, "gnorm": 15.70925, "s_per_step": 0.44051, "lat": 0.37528, "pix": 3.08578, "agree": 0.1227}
|
| 44 |
+
{"step": 400, "loss": 7.3148, "gnorm": 20.28812, "s_per_step": 0.43989, "lat": 0.66095, "pix": 4.75382, "agree": 0.19}
|
| 45 |
+
{"step": 450, "loss": 2.88276, "gnorm": 7.82759, "s_per_step": 0.43892, "lat": 0.12323, "pix": 2.12297, "agree": 0.06366}
|
| 46 |
+
{"step": 500, "loss": 5.69293, "gnorm": 11.12491, "s_per_step": 0.43826, "lat": 0.58423, "pix": 3.37119, "agree": 0.17375}
|
| 47 |
+
VAL {"psnr_r": 17.3167, "psnr_f": 17.2562, "lpips_r": 0.3292, "lpips_f": 0.3278, "sharp_r": 0.2077, "sharp_f": 0.6296, "agree": 0.1943, "struct": null, "app": null, "geo": null, "step": 500}
|
| 48 |
+
{"step": 550, "loss": 5.25703, "gnorm": 15.13127, "s_per_step": 0.44432, "lat": 0.43747, "pix": 3.66324, "agree": 0.11563}
|
| 49 |
+
{"step": 600, "loss": 7.33764, "gnorm": 19.91977, "s_per_step": 0.44358, "lat": 0.67348, "pix": 5.05865, "agree": 0.16055}
|
| 50 |
+
{"step": 650, "loss": 5.58404, "gnorm": 36.12888, "s_per_step": 0.44255, "lat": 0.40662, "pix": 3.67944, "agree": 0.1498}
|
| 51 |
+
{"step": 700, "loss": 6.59393, "gnorm": 20.72497, "s_per_step": 0.44171, "lat": 0.58184, "pix": 4.30627, "agree": 0.17058}
|
| 52 |
+
{"step": 750, "loss": 4.46368, "gnorm": 14.08114, "s_per_step": 0.44096, "lat": 0.34474, "pix": 3.11172, "agree": 0.10072}
|
| 53 |
+
{"step": 800, "loss": 4.97641, "gnorm": 18.8637, "s_per_step": 0.44032, "lat": 0.7763, "pix": 3.11527, "agree": 0.10848}
|
| 54 |
+
{"step": 850, "loss": 3.57932, "gnorm": 11.0161, "s_per_step": 0.43966, "lat": 0.63194, "pix": 2.42612, "agree": 0.05213}
|
| 55 |
+
{"step": 900, "loss": 4.10833, "gnorm": 17.97794, "s_per_step": 0.43936, "lat": 0.32826, "pix": 2.82286, "agree": 0.09572}
|
| 56 |
+
{"step": 950, "loss": 3.43479, "gnorm": 6.24893, "s_per_step": 0.43908, "lat": 0.33188, "pix": 2.25991, "agree": 0.0843}
|
| 57 |
+
{"step": 1000, "loss": 3.45157, "gnorm": 9.02538, "s_per_step": 0.43865, "lat": 0.31045, "pix": 2.34786, "agree": 0.07933}
|
| 58 |
+
VAL {"psnr_r": 17.3167, "psnr_f": 17.2838, "lpips_r": 0.3292, "lpips_f": 0.3257, "sharp_r": 0.2077, "sharp_f": 0.6613, "agree": 0.1919, "struct": null, "app": null, "geo": null, "step": 1000}
|
| 59 |
+
{"step": 1050, "loss": 3.57158, "gnorm": 14.42652, "s_per_step": 0.44162, "lat": 0.38957, "pix": 2.04087, "agree": 0.11411}
|
| 60 |
+
{"step": 1100, "loss": 4.5596, "gnorm": 8.70855, "s_per_step": 0.44111, "lat": 0.47088, "pix": 3.1535, "agree": 0.09352}
|
| 61 |
+
{"step": 1150, "loss": 5.93217, "gnorm": 18.10099, "s_per_step": 0.44067, "lat": 0.47662, "pix": 3.86145, "agree": 0.15941}
|
| 62 |
+
{"step": 1200, "loss": 2.79618, "gnorm": 9.36919, "s_per_step": 0.44051, "lat": 0.4849, "pix": 1.84972, "agree": 0.04616}
|
| 63 |
+
{"step": 1250, "loss": 3.66321, "gnorm": 39.4276, "s_per_step": 0.44024, "lat": 0.31599, "pix": 2.69572, "agree": 0.06515}
|
| 64 |
+
{"step": 1300, "loss": 2.7233, "gnorm": 8.12856, "s_per_step": 0.43991, "lat": 0.11198, "pix": 1.90663, "agree": 0.07047}
|
| 65 |
+
{"step": 1350, "loss": 6.20073, "gnorm": 7.34594, "s_per_step": 0.43967, "lat": 0.58126, "pix": 4.50554, "agree": 0.11139}
|
| 66 |
+
{"step": 1400, "loss": 1.67497, "gnorm": 29.47078, "s_per_step": 0.43954, "lat": 0.08111, "pix": 1.22086, "agree": 0.0373}
|
| 67 |
+
{"step": 1450, "loss": 5.25488, "gnorm": 17.2422, "s_per_step": 0.43951, "lat": 0.67515, "pix": 3.39844, "agree": 0.11813}
|
| 68 |
+
{"step": 1500, "loss": 2.30523, "gnorm": 7.86896, "s_per_step": 0.43941, "lat": 0.10623, "pix": 1.60007, "agree": 0.05989}
|
| 69 |
+
VAL {"psnr_r": 17.3167, "psnr_f": 17.3415, "lpips_r": 0.3292, "lpips_f": 0.322, "sharp_r": 0.2077, "sharp_f": 0.6501, "agree": 0.1908, "struct": null, "app": null, "geo": null, "step": 1500}
|
| 70 |
+
{"step": 1550, "loss": 4.35345, "gnorm": 12.09569, "s_per_step": 0.44154, "lat": 0.41743, "pix": 2.7483, "agree": 0.11877}
|
| 71 |
+
{"step": 1600, "loss": 4.40761, "gnorm": 15.48571, "s_per_step": 0.44132, "lat": 0.41761, "pix": 3.13314, "agree": 0.08569}
|
| 72 |
+
{"step": 1650, "loss": 4.7637, "gnorm": 15.48101, "s_per_step": 0.44119, "lat": 0.7621, "pix": 3.05472, "agree": 0.09469}
|
| 73 |
+
{"step": 1700, "loss": 3.58298, "gnorm": 9.60507, "s_per_step": 0.44104, "lat": 0.40083, "pix": 2.38619, "agree": 0.0796}
|
| 74 |
+
{"step": 1750, "loss": 2.6581, "gnorm": 26.26464, "s_per_step": 0.44087, "lat": 0.37014, "pix": 1.87566, "agree": 0.04123}
|
| 75 |
+
{"step": 1800, "loss": 4.382, "gnorm": 10.63879, "s_per_step": 0.44075, "lat": 0.15205, "pix": 2.7893, "agree": 0.14407}
|
| 76 |
+
{"step": 1850, "loss": 5.23642, "gnorm": 9.3723, "s_per_step": 0.44063, "lat": 0.33061, "pix": 3.7966, "agree": 0.11092}
|
| 77 |
+
{"step": 1900, "loss": 3.84343, "gnorm": 12.53109, "s_per_step": 0.44045, "lat": 0.30072, "pix": 2.57348, "agree": 0.09692}
|
| 78 |
+
{"step": 1950, "loss": 4.56698, "gnorm": 12.07399, "s_per_step": 0.44028, "lat": 0.46054, "pix": 3.21295, "agree": 0.08935}
|
| 79 |
+
{"step": 2000, "loss": 2.8336, "gnorm": 7.93085, "s_per_step": 0.44019, "lat": 0.32638, "pix": 1.99943, "agree": 0.05078}
|
| 80 |
+
VAL {"psnr_r": 17.3167, "psnr_f": 17.3456, "lpips_r": 0.3292, "lpips_f": 0.318, "sharp_r": 0.2077, "sharp_f": 0.6454, "agree": 0.192, "struct": null, "app": null, "geo": null, "step": 2000}
|
| 81 |
+
{"step": 2050, "loss": 5.75942, "gnorm": 14.33886, "s_per_step": 0.44633, "lat": 0.43266, "pix": 3.84192, "agree": 0.14848}
|
| 82 |
+
{"step": 2100, "loss": 3.20085, "gnorm": 6.44964, "s_per_step": 0.44618, "lat": 0.29197, "pix": 2.11645, "agree": 0.07924}
|
| 83 |
+
{"step": 2150, "loss": 2.64712, "gnorm": 8.53653, "s_per_step": 0.44592, "lat": 0.08426, "pix": 1.96143, "agree": 0.06014}
|
| 84 |
+
{"step": 2200, "loss": 2.80247, "gnorm": 5.26401, "s_per_step": 0.44569, "lat": 0.28327, "pix": 1.94547, "agree": 0.05737}
|
| 85 |
+
{"step": 2250, "loss": 3.77119, "gnorm": 10.56261, "s_per_step": 0.44546, "lat": 0.10166, "pix": 2.79735, "agree": 0.08722}
|
| 86 |
+
{"step": 2300, "loss": 5.90038, "gnorm": 32.10778, "s_per_step": 0.44518, "lat": 0.44576, "pix": 3.76156, "agree": 0.16931}
|
| 87 |
+
{"step": 2350, "loss": 1.7644, "gnorm": 8.21197, "s_per_step": 0.44487, "lat": 0.21069, "pix": 1.19894, "agree": 0.03548}
|
| 88 |
+
{"step": 2400, "loss": 2.54455, "gnorm": 11.13367, "s_per_step": 0.44466, "lat": 0.11066, "pix": 1.73279, "agree": 0.07011}
|
| 89 |
+
{"step": 2450, "loss": 4.29611, "gnorm": 17.02275, "s_per_step": 0.44446, "lat": 0.61571, "pix": 2.90741, "agree": 0.0773}
|
| 90 |
+
{"step": 2500, "loss": 3.71905, "gnorm": 29.36831, "s_per_step": 0.44422, "lat": 0.36689, "pix": 2.68537, "agree": 0.06668}
|
| 91 |
+
VAL {"psnr_r": 17.3167, "psnr_f": 17.4168, "lpips_r": 0.3292, "lpips_f": 0.3186, "sharp_r": 0.2077, "sharp_f": 0.646, "agree": 0.1898, "struct": null, "app": null, "geo": null, "step": 2500}
|
| 92 |
+
{"step": 2550, "loss": 3.22969, "gnorm": 13.6145, "s_per_step": 0.44536, "lat": 0.50995, "pix": 2.08665, "agree": 0.06331}
|
| 93 |
+
{"step": 2600, "loss": 2.70281, "gnorm": 8.82827, "s_per_step": 0.44511, "lat": 0.30794, "pix": 1.93071, "agree": 0.04642}
|
| 94 |
+
{"step": 2650, "loss": 2.9589, "gnorm": 7.46832, "s_per_step": 0.44493, "lat": 0.34192, "pix": 1.92939, "agree": 0.06876}
|
| 95 |
+
{"step": 2700, "loss": 4.41385, "gnorm": 19.28908, "s_per_step": 0.44475, "lat": 0.32507, "pix": 3.1128, "agree": 0.0976}
|
| 96 |
+
{"step": 2750, "loss": 5.24093, "gnorm": 33.16911, "s_per_step": 0.4446, "lat": 0.39316, "pix": 3.31263, "agree": 0.15351}
|
| 97 |
+
{"step": 2800, "loss": 4.30253, "gnorm": 11.56947, "s_per_step": 0.4444, "lat": 0.15461, "pix": 2.7358, "agree": 0.14121}
|
| 98 |
+
{"step": 2850, "loss": 3.62898, "gnorm": 11.84377, "s_per_step": 0.44425, "lat": 0.35865, "pix": 2.28747, "agree": 0.09829}
|
| 99 |
+
{"step": 2900, "loss": 1.62814, "gnorm": 15.55265, "s_per_step": 0.44409, "lat": 0.07966, "pix": 1.07182, "agree": 0.04767}
|
| 100 |
+
{"step": 2950, "loss": 3.45749, "gnorm": 7.93549, "s_per_step": 0.44396, "lat": 0.14037, "pix": 2.71582, "agree": 0.06013}
|
| 101 |
+
{"step": 3000, "loss": 3.34258, "gnorm": 13.83503, "s_per_step": 0.44379, "lat": 0.53974, "pix": 2.01331, "agree": 0.07895}
|
| 102 |
+
VAL {"psnr_r": 17.3167, "psnr_f": 17.3444, "lpips_r": 0.3292, "lpips_f": 0.3188, "sharp_r": 0.2077, "sharp_f": 0.7043, "agree": 0.1901, "struct": null, "app": null, "geo": null, "step": 3000}
|
| 103 |
+
{"step": 3050, "loss": 5.01906, "gnorm": 15.61851, "s_per_step": 0.44479, "lat": 0.53513, "pix": 3.16676, "agree": 0.13172}
|
| 104 |
+
{"step": 3100, "loss": 4.59153, "gnorm": 12.6261, "s_per_step": 0.44464, "lat": 0.34675, "pix": 3.24069, "agree": 0.10041}
|
| 105 |
+
{"step": 3150, "loss": 2.71602, "gnorm": 11.15632, "s_per_step": 0.44447, "lat": 0.34542, "pix": 1.83167, "agree": 0.05389}
|
| 106 |
+
{"step": 3200, "loss": 2.56267, "gnorm": 14.97436, "s_per_step": 0.44428, "lat": 0.30579, "pix": 1.79024, "agree": 0.04666}
|
| 107 |
+
{"step": 3250, "loss": 3.24852, "gnorm": 56.41816, "s_per_step": 0.4442, "lat": 0.3222, "pix": 2.32841, "agree": 0.05979}
|
| 108 |
+
{"step": 3300, "loss": 2.6899, "gnorm": 8.66203, "s_per_step": 0.44409, "lat": 0.32022, "pix": 1.81018, "agree": 0.05595}
|
| 109 |
+
{"step": 3350, "loss": 2.35539, "gnorm": 8.35475, "s_per_step": 0.44394, "lat": 0.08787, "pix": 1.73051, "agree": 0.0537}
|
| 110 |
+
{"step": 3400, "loss": 2.17085, "gnorm": 7.4371, "s_per_step": 0.44379, "lat": 0.12262, "pix": 1.71718, "agree": 0.0331}
|
| 111 |
+
{"step": 3450, "loss": 5.30962, "gnorm": 12.23462, "s_per_step": 0.44364, "lat": 0.59083, "pix": 3.53778, "agree": 0.1181}
|
| 112 |
+
{"step": 3500, "loss": 4.36844, "gnorm": 11.99641, "s_per_step": 0.44347, "lat": 0.42391, "pix": 2.87711, "agree": 0.10674}
|
| 113 |
+
VAL {"psnr_r": 17.3167, "psnr_f": 17.3512, "lpips_r": 0.3292, "lpips_f": 0.3177, "sharp_r": 0.2077, "sharp_f": 0.7195, "agree": 0.1916, "struct": null, "app": null, "geo": null, "step": 3500}
|
| 114 |
+
{"step": 3550, "loss": 3.25895, "gnorm": 7.00464, "s_per_step": 0.44434, "lat": 0.33431, "pix": 2.29281, "agree": 0.06318}
|
| 115 |
+
{"step": 3600, "loss": 2.95003, "gnorm": 5.72332, "s_per_step": 0.44417, "lat": 0.14182, "pix": 2.01787, "agree": 0.07903}
|
| 116 |
+
{"step": 3650, "loss": 2.96947, "gnorm": 6.42795, "s_per_step": 0.444, "lat": 0.31325, "pix": 1.97004, "agree": 0.06862}
|
| 117 |
+
{"step": 3700, "loss": 2.94573, "gnorm": 15.64504, "s_per_step": 0.44382, "lat": 0.1236, "pix": 2.22591, "agree": 0.05962}
|
| 118 |
+
{"step": 3750, "loss": 4.75014, "gnorm": 10.02662, "s_per_step": 0.44366, "lat": 0.37856, "pix": 3.26559, "agree": 0.1106}
|
| 119 |
+
{"step": 3800, "loss": 5.50206, "gnorm": 15.83261, "s_per_step": 0.44351, "lat": 0.48081, "pix": 3.5999, "agree": 0.14213}
|
| 120 |
+
{"step": 3850, "loss": 4.27548, "gnorm": 11.54232, "s_per_step": 0.44336, "lat": 0.30817, "pix": 3.07916, "agree": 0.08881}
|
| 121 |
+
{"step": 3900, "loss": 2.19281, "gnorm": 8.54286, "s_per_step": 0.44328, "lat": 0.28529, "pix": 1.41467, "agree": 0.04929}
|
| 122 |
+
{"step": 3950, "loss": 3.79988, "gnorm": 12.99002, "s_per_step": 0.44319, "lat": 0.44366, "pix": 2.46983, "agree": 0.08864}
|
| 123 |
+
{"step": 4000, "loss": 5.26728, "gnorm": 14.00953, "s_per_step": 0.44309, "lat": 0.68784, "pix": 3.46133, "agree": 0.11181}
|
| 124 |
+
VAL {"psnr_r": 17.3167, "psnr_f": 17.4183, "lpips_r": 0.3292, "lpips_f": 0.3158, "sharp_r": 0.2077, "sharp_f": 0.6643, "agree": 0.1889, "struct": null, "app": null, "geo": null, "step": 4000}
|
| 125 |
+
Traceback (most recent call last):
|
| 126 |
+
Traceback (most recent call last):
|
| 127 |
+
Traceback (most recent call last):
|
| 128 |
+
Traceback (most recent call last):
|
| 129 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 303, in _run_finalizers
|
| 130 |
+
finalizer()
|
| 131 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 227, in __call__
|
| 132 |
+
res = self._callback(*self._args, **self._kwargs)
|
| 133 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 134 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 136, in _remove_temp_dir
|
| 135 |
+
rmtree(tempdir, onerror=onerror)
|
| 136 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 759, in rmtree
|
| 137 |
+
_rmtree_safe_fd(stack, onexc)
|
| 138 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 303, in _run_finalizers
|
| 139 |
+
finalizer()
|
| 140 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 703, in _rmtree_safe_fd
|
| 141 |
+
onexc(func, path, err)
|
| 142 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 143 |
+
return onerror(func, path, exc_info)
|
| 144 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 145 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 227, in __call__
|
| 146 |
+
res = self._callback(*self._args, **self._kwargs)
|
| 147 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 148 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 700, in _rmtree_safe_fd
|
| 149 |
+
onexc(os.unlink, fullname, err)
|
| 150 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 151 |
+
return onerror(func, path, exc_info)
|
| 152 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 153 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 136, in _remove_temp_dir
|
| 154 |
+
rmtree(tempdir, onerror=onerror)
|
| 155 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 698, in _rmtree_safe_fd
|
| 156 |
+
os.unlink(entry.name, dir_fd=topfd)
|
| 157 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 759, in rmtree
|
| 158 |
+
_rmtree_safe_fd(stack, onexc)
|
| 159 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 703, in _rmtree_safe_fd
|
| 160 |
+
onexc(func, path, err)
|
| 161 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 303, in _run_finalizers
|
| 162 |
+
finalizer()
|
| 163 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 164 |
+
return onerror(func, path, exc_info)
|
| 165 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 166 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 227, in __call__
|
| 167 |
+
res = self._callback(*self._args, **self._kwargs)
|
| 168 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 169 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 700, in _rmtree_safe_fd
|
| 170 |
+
onexc(os.unlink, fullname, err)
|
| 171 |
+
OSError: [Errno 16] Device or resource busy: '/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/.tmp/pymp-krwhwa9v'
|
| 172 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 173 |
+
return onerror(func, path, exc_info)
|
| 174 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 175 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 136, in _remove_temp_dir
|
| 176 |
+
rmtree(tempdir, onerror=onerror)
|
| 177 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 303, in _run_finalizers
|
| 178 |
+
finalizer()
|
| 179 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 698, in _rmtree_safe_fd
|
| 180 |
+
os.unlink(entry.name, dir_fd=topfd)
|
| 181 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 759, in rmtree
|
| 182 |
+
_rmtree_safe_fd(stack, onexc)
|
| 183 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 703, in _rmtree_safe_fd
|
| 184 |
+
onexc(func, path, err)
|
| 185 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 227, in __call__
|
| 186 |
+
res = self._callback(*self._args, **self._kwargs)
|
| 187 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 188 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 189 |
+
return onerror(func, path, exc_info)
|
| 190 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 191 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 700, in _rmtree_safe_fd
|
| 192 |
+
onexc(os.unlink, fullname, err)
|
| 193 |
+
OSError: [Errno 16] Device or resource busy: '/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/.tmp/pymp-7bcc42ps'
|
| 194 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 195 |
+
return onerror(func, path, exc_info)
|
| 196 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 197 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 136, in _remove_temp_dir
|
| 198 |
+
rmtree(tempdir, onerror=onerror)
|
| 199 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 698, in _rmtree_safe_fd
|
| 200 |
+
os.unlink(entry.name, dir_fd=topfd)
|
| 201 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 759, in rmtree
|
| 202 |
+
_rmtree_safe_fd(stack, onexc)
|
| 203 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 703, in _rmtree_safe_fd
|
| 204 |
+
onexc(func, path, err)
|
| 205 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 206 |
+
return onerror(func, path, exc_info)
|
| 207 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 208 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 700, in _rmtree_safe_fd
|
| 209 |
+
onexc(os.unlink, fullname, err)
|
| 210 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 211 |
+
return onerror(func, path, exc_info)
|
| 212 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 213 |
+
OSError: [Errno 16] Device or resource busy: '/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/.tmp/pymp-t7l4vf4v'
|
| 214 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 698, in _rmtree_safe_fd
|
| 215 |
+
os.unlink(entry.name, dir_fd=topfd)
|
| 216 |
+
OSError: [Errno 16] Device or resource busy: '/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/.tmp/pymp-9r8cbfan'
|
| 217 |
+
Traceback (most recent call last):
|
| 218 |
+
Traceback (most recent call last):
|
| 219 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 303, in _run_finalizers
|
| 220 |
+
finalizer()
|
| 221 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 227, in __call__
|
| 222 |
+
res = self._callback(*self._args, **self._kwargs)
|
| 223 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 224 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 136, in _remove_temp_dir
|
| 225 |
+
rmtree(tempdir, onerror=onerror)
|
| 226 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 759, in rmtree
|
| 227 |
+
_rmtree_safe_fd(stack, onexc)
|
| 228 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 303, in _run_finalizers
|
| 229 |
+
finalizer()
|
| 230 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 703, in _rmtree_safe_fd
|
| 231 |
+
onexc(func, path, err)
|
| 232 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 233 |
+
return onerror(func, path, exc_info)
|
| 234 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 235 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 227, in __call__
|
| 236 |
+
res = self._callback(*self._args, **self._kwargs)
|
| 237 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 238 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 700, in _rmtree_safe_fd
|
| 239 |
+
onexc(os.unlink, fullname, err)
|
| 240 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 136, in _remove_temp_dir
|
| 241 |
+
rmtree(tempdir, onerror=onerror)
|
| 242 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 243 |
+
return onerror(func, path, exc_info)
|
| 244 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 245 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 759, in rmtree
|
| 246 |
+
_rmtree_safe_fd(stack, onexc)
|
| 247 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 698, in _rmtree_safe_fd
|
| 248 |
+
os.unlink(entry.name, dir_fd=topfd)
|
| 249 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 703, in _rmtree_safe_fd
|
| 250 |
+
onexc(func, path, err)
|
| 251 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 252 |
+
return onerror(func, path, exc_info)
|
| 253 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 254 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 700, in _rmtree_safe_fd
|
| 255 |
+
onexc(os.unlink, fullname, err)
|
| 256 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 257 |
+
return onerror(func, path, exc_info)
|
| 258 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 259 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 698, in _rmtree_safe_fd
|
| 260 |
+
os.unlink(entry.name, dir_fd=topfd)
|
| 261 |
+
OSError: [Errno 16] Device or resource busy: '/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/.tmp/pymp-5fg5psrg'
|
| 262 |
+
OSError: [Errno 16] Device or resource busy: '/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/.tmp/pymp-6lw8vub8'
|
| 263 |
+
Traceback (most recent call last):
|
| 264 |
+
Traceback (most recent call last):
|
| 265 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 303, in _run_finalizers
|
| 266 |
+
finalizer()
|
| 267 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 227, in __call__
|
| 268 |
+
res = self._callback(*self._args, **self._kwargs)
|
| 269 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 270 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 136, in _remove_temp_dir
|
| 271 |
+
rmtree(tempdir, onerror=onerror)
|
| 272 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 759, in rmtree
|
| 273 |
+
_rmtree_safe_fd(stack, onexc)
|
| 274 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 703, in _rmtree_safe_fd
|
| 275 |
+
onexc(func, path, err)
|
| 276 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 277 |
+
return onerror(func, path, exc_info)
|
| 278 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 279 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 700, in _rmtree_safe_fd
|
| 280 |
+
onexc(os.unlink, fullname, err)
|
| 281 |
+
Traceback (most recent call last):
|
| 282 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 283 |
+
return onerror(func, path, exc_info)
|
| 284 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 285 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 698, in _rmtree_safe_fd
|
| 286 |
+
os.unlink(entry.name, dir_fd=topfd)
|
| 287 |
+
OSError: [Errno 16] Device or resource busy: '/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/.tmp/pymp-xe815f19'
|
| 288 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 303, in _run_finalizers
|
| 289 |
+
finalizer()
|
| 290 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 227, in __call__
|
| 291 |
+
res = self._callback(*self._args, **self._kwargs)
|
| 292 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 293 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 136, in _remove_temp_dir
|
| 294 |
+
rmtree(tempdir, onerror=onerror)
|
| 295 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 759, in rmtree
|
| 296 |
+
_rmtree_safe_fd(stack, onexc)
|
| 297 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 703, in _rmtree_safe_fd
|
| 298 |
+
onexc(func, path, err)
|
| 299 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 300 |
+
return onerror(func, path, exc_info)
|
| 301 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 302 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 700, in _rmtree_safe_fd
|
| 303 |
+
onexc(os.unlink, fullname, err)
|
| 304 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 305 |
+
return onerror(func, path, exc_info)
|
| 306 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 307 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 698, in _rmtree_safe_fd
|
| 308 |
+
os.unlink(entry.name, dir_fd=topfd)
|
| 309 |
+
OSError: [Errno 16] Device or resource busy: '/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/.tmp/pymp-bfn11tda'
|
| 310 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 303, in _run_finalizers
|
| 311 |
+
finalizer()
|
| 312 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 227, in __call__
|
| 313 |
+
res = self._callback(*self._args, **self._kwargs)
|
| 314 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 315 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 136, in _remove_temp_dir
|
| 316 |
+
rmtree(tempdir, onerror=onerror)
|
| 317 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 759, in rmtree
|
| 318 |
+
_rmtree_safe_fd(stack, onexc)
|
| 319 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 703, in _rmtree_safe_fd
|
| 320 |
+
onexc(func, path, err)
|
| 321 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 322 |
+
return onerror(func, path, exc_info)
|
| 323 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 324 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 700, in _rmtree_safe_fd
|
| 325 |
+
onexc(os.unlink, fullname, err)
|
| 326 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 327 |
+
return onerror(func, path, exc_info)
|
| 328 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 329 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 698, in _rmtree_safe_fd
|
| 330 |
+
os.unlink(entry.name, dir_fd=topfd)
|
| 331 |
+
OSError: [Errno 16] Device or resource busy: '/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/.tmp/pymp-in4wnfc9'
|
| 332 |
+
Traceback (most recent call last):
|
| 333 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 303, in _run_finalizers
|
| 334 |
+
finalizer()
|
| 335 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 227, in __call__
|
| 336 |
+
res = self._callback(*self._args, **self._kwargs)
|
| 337 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 338 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 136, in _remove_temp_dir
|
| 339 |
+
rmtree(tempdir, onerror=onerror)
|
| 340 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 759, in rmtree
|
| 341 |
+
_rmtree_safe_fd(stack, onexc)
|
| 342 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 703, in _rmtree_safe_fd
|
| 343 |
+
onexc(func, path, err)
|
| 344 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 345 |
+
return onerror(func, path, exc_info)
|
| 346 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 347 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 700, in _rmtree_safe_fd
|
| 348 |
+
onexc(os.unlink, fullname, err)
|
| 349 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 350 |
+
return onerror(func, path, exc_info)
|
| 351 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 352 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 698, in _rmtree_safe_fd
|
| 353 |
+
os.unlink(entry.name, dir_fd=topfd)
|
| 354 |
+
OSError: [Errno 16] Device or resource busy: '/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/.tmp/pymp-2bfdgbtw'
|
| 355 |
+
Traceback (most recent call last):
|
| 356 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 303, in _run_finalizers
|
| 357 |
+
finalizer()
|
| 358 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 227, in __call__
|
| 359 |
+
res = self._callback(*self._args, **self._kwargs)
|
| 360 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 361 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 136, in _remove_temp_dir
|
| 362 |
+
rmtree(tempdir, onerror=onerror)
|
| 363 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 759, in rmtree
|
| 364 |
+
_rmtree_safe_fd(stack, onexc)
|
| 365 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 703, in _rmtree_safe_fd
|
| 366 |
+
onexc(func, path, err)
|
| 367 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 368 |
+
return onerror(func, path, exc_info)
|
| 369 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 370 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 700, in _rmtree_safe_fd
|
| 371 |
+
onexc(os.unlink, fullname, err)
|
| 372 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 373 |
+
return onerror(func, path, exc_info)
|
| 374 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 375 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 698, in _rmtree_safe_fd
|
| 376 |
+
os.unlink(entry.name, dir_fd=topfd)
|
| 377 |
+
OSError: [Errno 16] Device or resource busy: '/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/.tmp/pymp-u74yp5s7'
|
| 378 |
+
Traceback (most recent call last):
|
| 379 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 303, in _run_finalizers
|
| 380 |
+
finalizer()
|
| 381 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 227, in __call__
|
| 382 |
+
res = self._callback(*self._args, **self._kwargs)
|
| 383 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 384 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/multiprocessing/util.py", line 136, in _remove_temp_dir
|
| 385 |
+
rmtree(tempdir, onerror=onerror)
|
| 386 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 759, in rmtree
|
| 387 |
+
_rmtree_safe_fd(stack, onexc)
|
| 388 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 703, in _rmtree_safe_fd
|
| 389 |
+
onexc(func, path, err)
|
| 390 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 391 |
+
return onerror(func, path, exc_info)
|
| 392 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 393 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 700, in _rmtree_safe_fd
|
| 394 |
+
onexc(os.unlink, fullname, err)
|
| 395 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 750, in onexc
|
| 396 |
+
return onerror(func, path, exc_info)
|
| 397 |
+
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 398 |
+
File "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/miniconda3/envs/flc/lib/python3.12/shutil.py", line 698, in _rmtree_safe_fd
|
| 399 |
+
os.unlink(entry.name, dir_fd=topfd)
|
| 400 |
+
OSError: [Errno 16] Device or resource busy: '/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/.tmp/pymp-494gz8qq'
|
15_output_fixers/README.md
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# 15_output_fixers
|
| 2 |
+
|
| 3 |
+
Output fixers trained on 2026-11-03 (`scripts/syncfix/train_output.py`): they sharpen our memory's renders of a one-frame
|
| 4 |
+
generation episode, with the real first frame as the reference.
|
| 5 |
+
|
| 6 |
+
| file | restore to | size |
|
| 7 |
+
|---|---|---|
|
| 8 |
+
| `o0/denoiser_003000.pt` (+ `args.json`, `log.jsonl`) | `outputs/outfix/o0/` | 4.6 GB |
|
| 9 |
+
| `o1/denoiser_003000.pt` (+ `args.json`, `log.jsonl`) | `outputs/outfix/o1/` | 4.6 GB |
|
| 10 |
+
|
| 11 |
+
**Training.** Init from `14_stream_fixer_s200_paired/denoiser_004000.pt`; 3,000 steps, lr 1e-5, batch 2 x 4 GPUs. Pairs:
|
| 12 |
+
`scripts/lyra/ours_alone.py --records` (our model's one-frame loop on 4K DL3DV training videos, memory rendered at 512 px;
|
| 13 |
+
`outputs/outfix/pairs`, not uploaded). Losses: paired SyncFix step on frames whose 16 x 16 low-pass PSNR to the real frame is >= 18 dB,
|
| 14 |
+
low-pass structure anchor to the render everywhere (weight 10). o1 adds the unpaired DINOv3 realism term (G2b, weight .5); o0 does not.
|
| 15 |
+
|
| 16 |
+
**Use.**
|
| 17 |
+
- o0: the headline "our model alone" arm on Lyra 2.0's Table 1 (comp_fix_of0; `scripts/lyra/outfix_videos.py`). RESULTS §0p:
|
| 18 |
+
DL3DV-Evaluation 55 LPIPS-Alex .511, T&T 5 .472 (Lyra 2.0 native .446 / .384).
|
| 19 |
+
- o1: fixes our memory's renders before Lyra 2.0 sees them in the Lyra arm (`--ext-fix syncfix:outputs/outfix/o1/denoiser_003000.pt`;
|
| 20 |
+
RESULTS §0u, §0v), and the Lyra fine-tune's training conditions.
|
| 21 |
+
- Held-out (16 videos): render sharpness 0.07 → 1.04 (o0) / 1.00 (o1) of real; aligned LPIPS .430 → .331 / .337. The realism term had
|
| 22 |
+
no measurable effect.
|
| 23 |
+
|
| 24 |
+
**Terms.** Derived from SyncFix (no license file in github.com/Deming77/SyncFix); released on the project owner's decision
|
| 25 |
+
(2026-11-04). Trained on DL3DV-derived frames (DL3DV-10K terms of use).
|
15_output_fixers/SHA256SUMS
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
9950821ff4f3ca679be56809a65f5772b4629c8717da6dd66a3d23bccf7cacac ./o0/args.json
|
| 2 |
+
08a50937c6f91a0fbe83e14d7bfc6544f03388d4fb95f962327745924aa1bbfa ./o0/denoiser_003000.pt
|
| 3 |
+
7797438a3251d7859e269e8cf6b64bd7b0186ff17b7cf474c14625f332ebbdc8 ./o0/log.jsonl
|
| 4 |
+
c7473198f4e5cf68237d996909163a5cad33fe81e750d9f9850ff1c334957c5a ./o1/args.json
|
| 5 |
+
ea2828f9e23e28e322f87f617ef2fc4f4cedcfb8850571c7c2c4c0877bb1c277 ./o1/denoiser_003000.pt
|
| 6 |
+
43f654c611fb08a6d657912690b85640d364a6b1d336afa1aac633757134f12f ./o1/log.jsonl
|
| 7 |
+
fd78f832a1c56466c097ea5a57806ea3158748e731cc6a6620cf9f8168cfff86 ./README.md
|
15_output_fixers/o0/args.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"out": "outputs/outfix/o0",
|
| 3 |
+
"init": "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/free-latent-completion/outputs/syncfix_ft/s200_paired/denoiser_004000.pt",
|
| 4 |
+
"align_db": "18.0",
|
| 5 |
+
"w_pair": "1.0",
|
| 6 |
+
"w_struct": "10.0",
|
| 7 |
+
"w_app": "0.0",
|
| 8 |
+
"realism_warmup": "500",
|
| 9 |
+
"steps": "3000",
|
| 10 |
+
"lr": "1e-05",
|
| 11 |
+
"lr_warmup": "200",
|
| 12 |
+
"batch": "2",
|
| 13 |
+
"val_every": "500",
|
| 14 |
+
"val_items": "64",
|
| 15 |
+
"save_every": "1000",
|
| 16 |
+
"workers": "4",
|
| 17 |
+
"seed": "1103"
|
| 18 |
+
}
|
15_output_fixers/o0/denoiser_003000.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:08a50937c6f91a0fbe83e14d7bfc6544f03388d4fb95f962327745924aa1bbfa
|
| 3 |
+
size 4853065399
|
15_output_fixers/o0/log.jsonl
ADDED
|
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
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|
|
|
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| 1 |
+
{"val": {"psnr_r": 18.29374998043745, "psnr_f": 18.03937694353935, "lpips_r": 0.42969857423733443, "lpips_f": 0.36465596770628905, "sharp_r": 0.0740657339648654, "sharp_f": 0.25356857387038567, "lowf_f": 30.119003542264302, "aligned": 0.325, "step": 0}}
|
| 2 |
+
{"step": 50, "loss": 6.566572189331055, "gnorm": 174.52488708496094, "s_per_step": 1.13767493724823, "aligned": 0.5, "pair": 6.552228927612305, "struct": 0.01434314250946045, "app": 6.551360130310059, "w_app": 0.0}
|
| 3 |
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{"step": 100, "loss": 0.004289905074983835, "gnorm": 65.83573150634766, "s_per_step": 1.1993795442581177, "aligned": 0.0, "struct": 0.004289905074983835, "app": 6.314675807952881, "w_app": 0.0}
|
| 4 |
+
{"step": 150, "loss": 3.604090929031372, "gnorm": 19.762821197509766, "s_per_step": 1.2746176179250082, "aligned": 0.5, "pair": 3.5912187099456787, "struct": 0.01287214644253254, "app": 6.741441249847412, "w_app": 0.0}
|
| 5 |
+
{"step": 200, "loss": 0.014114519581198692, "gnorm": 24.476417541503906, "s_per_step": 1.3099539494514465, "aligned": 0.0, "struct": 0.014114519581198692, "app": 6.444731712341309, "w_app": 0.0}
|
| 6 |
+
{"step": 250, "loss": 0.007112463936209679, "gnorm": 12.538662910461426, "s_per_step": 1.3355213718414307, "aligned": 0.0, "struct": 0.007112463936209679, "app": 6.596363067626953, "w_app": 0.0}
|
| 7 |
+
{"step": 300, "loss": 0.004149497486650944, "gnorm": 2.7649760246276855, "s_per_step": 1.3343809660275776, "aligned": 0.0, "struct": 0.004149497486650944, "app": 6.6307878494262695, "w_app": 0.0}
|
| 8 |
+
{"step": 350, "loss": 3.825540542602539, "gnorm": 9.637372016906738, "s_per_step": 1.313628932407924, "aligned": 0.5, "pair": 3.824531316757202, "struct": 0.0010092821903526783, "app": 6.695266246795654, "w_app": 0.0}
|
| 9 |
+
{"step": 400, "loss": 4.969966888427734, "gnorm": 11.92798900604248, "s_per_step": 1.3076427727937698, "aligned": 0.5, "pair": 4.9609503746032715, "struct": 0.009016375988721848, "app": 6.267534255981445, "w_app": 0.0}
|
| 10 |
+
{"step": 450, "loss": 2.398672103881836, "gnorm": 18.576133728027344, "s_per_step": 1.3106626749038697, "aligned": 0.5, "pair": 2.395437240600586, "struct": 0.0032347904052585363, "app": 6.272958278656006, "w_app": 0.0}
|
| 11 |
+
{"step": 500, "loss": 0.005759264342486858, "gnorm": 45.00331115722656, "s_per_step": 1.3134973888397217, "aligned": 0.0, "struct": 0.005759264342486858, "app": 6.525854110717773, "w_app": 0.0}
|
| 12 |
+
{"val": {"psnr_r": 18.29374998043745, "psnr_f": 18.19001887394832, "lpips_r": 0.42969857423733443, "lpips_f": 0.33644497509186083, "sharp_r": 0.0740657339648654, "sharp_f": 1.1614693095286688, "lowf_f": 32.61019020080566, "aligned": 0.325, "step": 500}}
|
| 13 |
+
{"step": 550, "loss": 0.00464144442230463, "gnorm": 15.45079517364502, "s_per_step": 1.3268004742535677, "aligned": 0.0, "struct": 0.00464144442230463, "app": 6.638293743133545, "w_app": 0.0}
|
| 14 |
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{"step": 600, "loss": 0.0028280357364565134, "gnorm": 11.551639556884766, "s_per_step": 1.336089775164922, "aligned": 0.0, "struct": 0.0028280357364565134, "app": 6.4217634201049805, "w_app": 0.0}
|
| 15 |
+
{"step": 650, "loss": 0.0020127957686781883, "gnorm": 9.634635925292969, "s_per_step": 1.33255487038539, "aligned": 0.0, "struct": 0.0020127957686781883, "app": 6.470822811126709, "w_app": 0.0}
|
| 16 |
+
{"step": 700, "loss": 0.005437578074634075, "gnorm": 0.1506413221359253, "s_per_step": 1.3347669087137495, "aligned": 0.0, "struct": 0.005437578074634075, "app": 6.617572784423828, "w_app": 0.0}
|
| 17 |
+
{"step": 750, "loss": 3.8120293617248535, "gnorm": 28.7796573638916, "s_per_step": 1.3356458549499513, "aligned": 0.5, "pair": 3.805140972137451, "struct": 0.006888285279273987, "app": 6.433078765869141, "w_app": 0.0}
|
| 18 |
+
{"step": 800, "loss": 0.0024774973280727863, "gnorm": 0.1500473916530609, "s_per_step": 1.3350724557042122, "aligned": 0.0, "struct": 0.0024774973280727863, "app": 6.5122833251953125, "w_app": 0.0}
|
| 19 |
+
{"step": 850, "loss": 0.004539792891591787, "gnorm": 21.699464797973633, "s_per_step": 1.3264304946450627, "aligned": 0.0, "struct": 0.004539792891591787, "app": 6.713287353515625, "w_app": 0.0}
|
| 20 |
+
{"step": 900, "loss": 0.003328161546960473, "gnorm": 0.10590218007564545, "s_per_step": 1.327739777300093, "aligned": 0.0, "struct": 0.003328161546960473, "app": 6.442709922790527, "w_app": 0.0}
|
| 21 |
+
{"step": 950, "loss": 0.0013097794726490974, "gnorm": 8.157008171081543, "s_per_step": 1.3282614369141428, "aligned": 0.0, "struct": 0.0013097794726490974, "app": 6.656916618347168, "w_app": 0.0}
|
| 22 |
+
{"step": 1000, "loss": 6.843966007232666, "gnorm": 12.926344871520996, "s_per_step": 1.3286019165515899, "aligned": 0.5, "pair": 6.839400291442871, "struct": 0.0045656124129891396, "app": 6.515323638916016, "w_app": 0.0}
|
| 23 |
+
{"val": {"psnr_r": 18.29374998043745, "psnr_f": 18.167191823323567, "lpips_r": 0.42969857423733443, "lpips_f": 0.3355032331668414, "sharp_r": 0.0740657339648654, "sharp_f": 1.3479778716961544, "lowf_f": 33.52021489143372, "aligned": 0.325, "step": 1000}}
|
| 24 |
+
{"step": 1050, "loss": 0.0023787315003573895, "gnorm": 25.16949462890625, "s_per_step": 1.3423106877009074, "aligned": 0.0, "struct": 0.0023787315003573895, "app": 6.3543701171875, "w_app": 0.0}
|
| 25 |
+
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|
| 26 |
+
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|
| 27 |
+
{"step": 1200, "loss": 0.015089633874595165, "gnorm": 72.84829711914062, "s_per_step": 1.3364750309785207, "aligned": 0.0, "struct": 0.015089633874595165, "app": 6.703000545501709, "w_app": 0.0}
|
| 28 |
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|
| 29 |
+
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|
| 30 |
+
{"step": 1350, "loss": 3.687105894088745, "gnorm": 57.65460205078125, "s_per_step": 1.349202143351237, "aligned": 0.5, "pair": 3.6828501224517822, "struct": 0.004255741368979216, "app": 6.569266319274902, "w_app": 0.0}
|
| 31 |
+
{"step": 1400, "loss": 0.001917682122439146, "gnorm": 0.15982505679130554, "s_per_step": 1.3503045923369272, "aligned": 0.0, "struct": 0.001917682122439146, "app": 6.542843818664551, "w_app": 0.0}
|
| 32 |
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|
| 33 |
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|
| 34 |
+
{"val": {"psnr_r": 18.29374998043745, "psnr_f": 18.291127987397022, "lpips_r": 0.42969857423733443, "lpips_f": 0.33608819926396394, "sharp_r": 0.0740657339648654, "sharp_f": 0.7950447777907054, "lowf_f": 34.9435632387797, "aligned": 0.325, "step": 1500}}
|
| 35 |
+
{"step": 1550, "loss": 0.0045220134779810905, "gnorm": 31.964893341064453, "s_per_step": 1.349594789012786, "aligned": 0.0, "struct": 0.0045220134779810905, "app": 6.4993438720703125, "w_app": 0.0}
|
| 36 |
+
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|
| 37 |
+
{"step": 1650, "loss": 2.5846776962280273, "gnorm": 8.57634162902832, "s_per_step": 1.3463826644781864, "aligned": 0.5, "pair": 2.581773519515991, "struct": 0.002904098015278578, "app": 6.5415568351745605, "w_app": 0.0}
|
| 38 |
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{"step": 1700, "loss": 0.0034744921140372753, "gnorm": 10.429474830627441, "s_per_step": 1.3490313785216388, "aligned": 0.0, "struct": 0.0034744921140372753, "app": 6.383647441864014, "w_app": 0.0}
|
| 39 |
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|
| 40 |
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{"step": 1800, "loss": 0.0023907648865133524, "gnorm": 4.270789623260498, "s_per_step": 1.3557165267732407, "aligned": 0.0, "struct": 0.0023907648865133524, "app": 6.655078887939453, "w_app": 0.0}
|
| 41 |
+
{"step": 1850, "loss": 0.007275600917637348, "gnorm": 14.193973541259766, "s_per_step": 1.3578658480257602, "aligned": 0.0, "struct": 0.007275600917637348, "app": 6.460803031921387, "w_app": 0.0}
|
| 42 |
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{"step": 1900, "loss": 5.193690776824951, "gnorm": 78.59044647216797, "s_per_step": 1.3595412394874975, "aligned": 1.0, "pair": 5.185530185699463, "struct": 0.008160468190908432, "app": 7.311769008636475, "w_app": 0.0}
|
| 43 |
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{"step": 1950, "loss": 6.91905403137207, "gnorm": 10.173983573913574, "s_per_step": 1.3597608904960827, "aligned": 0.5, "pair": 6.916546821594238, "struct": 0.0025071369018405676, "app": 6.537930965423584, "w_app": 0.0}
|
| 44 |
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|
| 45 |
+
{"val": {"psnr_r": 18.29374998043745, "psnr_f": 18.223347468253895, "lpips_r": 0.42969857423733443, "lpips_f": 0.33390097663952756, "sharp_r": 0.0740657339648654, "sharp_f": 0.9449760509033998, "lowf_f": 35.69722615877787, "aligned": 0.325, "step": 2000}}
|
| 46 |
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{"step": 2050, "loss": 0.0033338633365929127, "gnorm": 30.524206161499023, "s_per_step": 1.3652645619322614, "aligned": 0.0, "struct": 0.0033338633365929127, "app": 6.608201026916504, "w_app": 0.0}
|
| 47 |
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{"step": 2100, "loss": 3.0987887382507324, "gnorm": 26.457218170166016, "s_per_step": 1.3653414011001588, "aligned": 0.5, "pair": 3.092071294784546, "struct": 0.006717368494719267, "app": 6.529991149902344, "w_app": 0.0}
|
| 48 |
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{"step": 2150, "loss": 0.0025633517652750015, "gnorm": 51.26750183105469, "s_per_step": 1.3668240507258926, "aligned": 0.0, "struct": 0.0025633517652750015, "app": 6.669938087463379, "w_app": 0.0}
|
| 49 |
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{"step": 2200, "loss": 2.2181153297424316, "gnorm": 12.567102432250977, "s_per_step": 1.3664327843622728, "aligned": 0.5, "pair": 2.2152645587921143, "struct": 0.0028506594244390726, "app": 6.499617576599121, "w_app": 0.0}
|
| 50 |
+
{"step": 2250, "loss": 0.0023828591220080853, "gnorm": 47.96087646484375, "s_per_step": 1.3664780999289619, "aligned": 0.0, "struct": 0.0023828591220080853, "app": 6.8202338218688965, "w_app": 0.0}
|
| 51 |
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{"step": 2300, "loss": 0.0026550099719315767, "gnorm": 6.0671467781066895, "s_per_step": 1.3682480787194293, "aligned": 0.0, "struct": 0.0026550099719315767, "app": 6.590298652648926, "w_app": 0.0}
|
| 52 |
+
{"step": 2350, "loss": 4.079659938812256, "gnorm": 30.678058624267578, "s_per_step": 1.3684940717575398, "aligned": 0.5, "pair": 4.073484420776367, "struct": 0.0061753783375024796, "app": 6.688738822937012, "w_app": 0.0}
|
| 53 |
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{"step": 2400, "loss": 0.00147032190579921, "gnorm": 8.121889114379883, "s_per_step": 1.3667073467373847, "aligned": 0.0, "struct": 0.00147032190579921, "app": 6.5845489501953125, "w_app": 0.0}
|
| 54 |
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{"step": 2450, "loss": 3.790067672729492, "gnorm": 17.827836990356445, "s_per_step": 1.3681556087610673, "aligned": 0.5, "pair": 3.7884702682495117, "struct": 0.001597365946508944, "app": 6.74163818359375, "w_app": 0.0}
|
| 55 |
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{"step": 2500, "loss": 0.00202089361846447, "gnorm": 5.223774433135986, "s_per_step": 1.3693249008178712, "aligned": 0.0, "struct": 0.00202089361846447, "app": 6.539862632751465, "w_app": 0.0}
|
| 56 |
+
{"val": {"psnr_r": 18.29374998043745, "psnr_f": 18.08383264297094, "lpips_r": 0.42969857423733443, "lpips_f": 0.33555016265465665, "sharp_r": 0.0740657339648654, "sharp_f": 0.9656349629163742, "lowf_f": 35.678167247772215, "aligned": 0.325, "step": 2500}}
|
| 57 |
+
{"step": 2550, "loss": 2.2987310886383057, "gnorm": 21.874475479125977, "s_per_step": 1.3713712334165387, "aligned": 0.5, "pair": 2.2944676876068115, "struct": 0.004263500217348337, "app": 7.2176923751831055, "w_app": 0.0}
|
| 58 |
+
{"step": 2600, "loss": 11.673836708068848, "gnorm": 358.60626220703125, "s_per_step": 1.372596648473006, "aligned": 0.5, "pair": 11.670365333557129, "struct": 0.0034713433124125004, "app": 6.36972713470459, "w_app": 0.0}
|
| 59 |
+
{"step": 2650, "loss": 0.0024286017287522554, "gnorm": 81.49159240722656, "s_per_step": 1.3742716718169878, "aligned": 0.0, "struct": 0.0024286017287522554, "app": 6.370230674743652, "w_app": 0.0}
|
| 60 |
+
{"step": 2700, "loss": 0.004091513808816671, "gnorm": 0.08713878691196442, "s_per_step": 1.3760021523193078, "aligned": 0.0, "struct": 0.004091513808816671, "app": 6.572257041931152, "w_app": 0.0}
|
| 61 |
+
{"step": 2750, "loss": 0.0046708183363080025, "gnorm": 8.568123817443848, "s_per_step": 1.376009539084001, "aligned": 0.0, "struct": 0.0046708183363080025, "app": 6.487266540527344, "w_app": 0.0}
|
| 62 |
+
{"step": 2800, "loss": 0.0019057339522987604, "gnorm": 35.28984069824219, "s_per_step": 1.376651193840163, "aligned": 0.0, "struct": 0.0019057339522987604, "app": 6.702491760253906, "w_app": 0.0}
|
| 63 |
+
{"step": 2850, "loss": 0.0014136284589767456, "gnorm": 51.944488525390625, "s_per_step": 1.376607826467146, "aligned": 0.0, "struct": 0.0014136284589767456, "app": 6.670121192932129, "w_app": 0.0}
|
| 64 |
+
{"step": 2900, "loss": 6.0533881187438965, "gnorm": 39.868465423583984, "s_per_step": 1.3754044644585972, "aligned": 0.5, "pair": 6.048434734344482, "struct": 0.004953497555106878, "app": 6.668424129486084, "w_app": 0.0}
|
| 65 |
+
{"step": 2950, "loss": 0.009781298227608204, "gnorm": 38.471031188964844, "s_per_step": 1.3737625088125973, "aligned": 0.0, "struct": 0.009781298227608204, "app": 6.650856018066406, "w_app": 0.0}
|
| 66 |
+
{"step": 3000, "loss": 0.006936336867511272, "gnorm": 22.076435089111328, "s_per_step": 1.3730210908253988, "aligned": 0.0, "struct": 0.006936336867511272, "app": 6.52136754989624, "w_app": 0.0}
|
| 67 |
+
{"val": {"psnr_r": 18.29374998043745, "psnr_f": 18.282010763119427, "lpips_r": 0.42969857423733443, "lpips_f": 0.3314247379700343, "sharp_r": 0.0740657339648654, "sharp_f": 1.03555294200778, "lowf_f": 35.7269850730896, "aligned": 0.325, "step": 3000}}
|
15_output_fixers/o1/args.json
ADDED
|
@@ -0,0 +1,18 @@
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| 1 |
+
{
|
| 2 |
+
"out": "outputs/outfix/o1",
|
| 3 |
+
"init": "/mnt/FileSystem-20261019-1231-05/tianmin/yyin34/free-latent-completion/outputs/syncfix_ft/s200_paired/denoiser_004000.pt",
|
| 4 |
+
"align_db": "18.0",
|
| 5 |
+
"w_pair": "1.0",
|
| 6 |
+
"w_struct": "10.0",
|
| 7 |
+
"w_app": "0.5",
|
| 8 |
+
"realism_warmup": "500",
|
| 9 |
+
"steps": "3000",
|
| 10 |
+
"lr": "1e-05",
|
| 11 |
+
"lr_warmup": "200",
|
| 12 |
+
"batch": "2",
|
| 13 |
+
"val_every": "500",
|
| 14 |
+
"val_items": "64",
|
| 15 |
+
"save_every": "1000",
|
| 16 |
+
"workers": "4",
|
| 17 |
+
"seed": "1103"
|
| 18 |
+
}
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15_output_fixers/o1/denoiser_003000.pt
ADDED
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15_output_fixers/o1/log.jsonl
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|
| 64 |
+
{"step": 2900, "loss": 5.757727146148682, "gnorm": 46.693084716796875, "s_per_step": 1.3350471757198201, "aligned": 0.5, "pair": 5.751986503601074, "struct": 0.003599480725824833, "app": 6.641255855560303, "w_app": 0.00032239448046311736}
|
| 65 |
+
{"step": 2950, "loss": 0.01205320842564106, "gnorm": 42.87821960449219, "s_per_step": 1.3346032212144237, "aligned": 0.0, "struct": 0.010720577090978622, "app": 6.573702812194824, "w_app": 0.00020272158144507557}
|
| 66 |
+
{"step": 3000, "loss": 0.010251899249851704, "gnorm": 28.192493438720703, "s_per_step": 1.3346000096003214, "aligned": 0.0, "struct": 0.008650366216897964, "app": 6.491092681884766, "w_app": 0.0002467277809046209}
|
| 67 |
+
{"val": {"psnr_r": 18.29374998043745, "psnr_f": 18.064937689365486, "lpips_r": 0.42969857423733443, "lpips_f": 0.33663131640507626, "sharp_r": 0.0740657339648654, "sharp_f": 0.9986916191875934, "lowf_f": 35.076684141159056, "aligned": 0.325, "step": 3000}}
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16_gen3r_round2_probe/README.md
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# 16_gen3r_round2_probe
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| 2 |
+
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| 3 |
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Everything the Gen3R round-2 probe produced (2026-11-03; plan docs/model/GEN3R_ROUND2_PLAN_2026-11-03.md stage 0; results
|
| 4 |
+
docs/RESULTS.md §0q "Round-2 probe"). With these files the probe can be re-scored, re-analysed or extended (new variants on the same
|
| 5 |
+
memory states) without rebuilding the memories or rerunning Gen3R.
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| 6 |
+
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| 7 |
+
| file | restore | size |
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| 8 |
+
|---|---|---|
|
| 9 |
+
| `r2probe.zip` | `unzip -o r2probe.zip` in the repo root → `outputs/teacher/r2probe/` | 32 GB |
|
| 10 |
+
| `r2probe4k.zip` | same → `outputs/teacher/r2probe4k/` | 30 GB |
|
| 11 |
+
|
| 12 |
+
Stored uncompressed (zip -0); paths are repo-relative.
|
| 13 |
+
|
| 14 |
+
**What is inside each run folder.**
|
| 15 |
+
- `bridge/<scene>/`: per scene (10 DL3DV training scenes, list `bridge/scenes.txt`), the memory side: `req_k` / `resp_k` = cameras and
|
| 16 |
+
our memory's raw renders at the clip's keyframes, `fix_k` = the same renders after the s200_paired fixer, `meta.json`.
|
| 17 |
+
- `mem_g*/`: the memory runs' summaries (6 consecutive keyframes written: an early-episode memory).
|
| 18 |
+
- `conditions/`: Gen3R's inputs per variant (conditioning frame + SDEdit start; variants realR, realF, RF, FF, RR).
|
| 19 |
+
- `samples_s9/`, `samples_s7/` (r2probe only): Gen3R samples at SDEdit strength .9 / .7, 2 seeds, clips of 49 frames over the next
|
| 20 |
+
2 / 6 / 16 keyframes.
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| 21 |
+
- `probe2.json`, `probe2_regions.json`, `probe2_summary.json`: scores (PSNR, LPIPS, sharpness vs the real keyframes; covered / hole
|
| 22 |
+
regions); `run.sh` / `farm.sh`: the exact commands; `logs/`.
|
| 23 |
+
- r2probe: frames from the 256 px orbit caches (`data/orbit_cache/dl3dv_train`); r2probe4k: the same 10 scenes from 4K video records
|
| 24 |
+
(`data/orbit_cache/dl3dv_video4k`).
|
| 25 |
+
|
| 26 |
+
**Result in one line.** Gen3R never beat our fixed render (span 2, 4K: fixed render 14.12 dB / LPIPS .451 / 0.40x real sharpness; best
|
| 27 |
+
Gen3R 14.06 / .477 / 0.26x; 5 % usable; span 6: 0 %), so Gen3R was dropped as a teacher on 2026-11-03.
|
| 28 |
+
|
| 29 |
+
**To rerun or extend** (`scripts/lyra/teacher_probe2.py`, stages produce → memory → fix → convert → farm → score):
|
| 30 |
+
- Gen3R code github.com/JaceyHuang/Gen3R at commit 1df25b6 in `third_party/gen3r`, weights huggingface.co/JaceyH919/Gen3R (MIT) in
|
| 31 |
+
`third_party/gen3r/checkpoints` (38 GB); its own conda env.
|
| 32 |
+
- Our window model: `13_pixel_arm/model_001000.pt` + `upd_000800.pt` (the scripts load the model from
|
| 33 |
+
`checkpoints/flc_dev/12_pixel_arm_bk/model_001000.pt`, the identical file: place or link it there).
|
| 34 |
+
- The fixer: `14_stream_fixer_s200_paired/`.
|
| 35 |
+
- Source frames (not uploaded): `data/orbit_cache/dl3dv_train` (`scripts/data/build_orbit_cache.py`) and
|
| 36 |
+
`data/orbit_cache/dl3dv_video4k` (`scripts/data/build_video_cache.py`, from the DL3DV 4K training videos; ~3-4 h on 8 GPUs).
|
| 37 |
+
|
| 38 |
+
**Terms.** Contains frames, renders and generated samples of DL3DV-10K training scenes (DL3DV terms of use apply) and Gen3R outputs
|
| 39 |
+
(MIT). Released on the project owner's decision (2026-11-04).
|
16_gen3r_round2_probe/SHA256SUMS
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|
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|
|
|
|
| 1 |
+
1e73c26b38fe5785f66b77a0386a1fb3a928a6e9a50ed8e8256c62a72ad86627 ./r2probe4k.zip
|
| 2 |
+
bb0fdcf3a01e8e44ee207f30f0d7c86d17e7c2ce582f1de2ec8080de235f6f8d ./r2probe.zip
|
| 3 |
+
bdb1638859a33cb1883ef58052b9df9b3073a8bf320eded7845beecebcefdc7e ./README.md
|
16_gen3r_round2_probe/r2probe.zip
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bb0fdcf3a01e8e44ee207f30f0d7c86d17e7c2ce582f1de2ec8080de235f6f8d
|
| 3 |
+
size 34338129643
|
16_gen3r_round2_probe/r2probe4k.zip
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
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|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1e73c26b38fe5785f66b77a0386a1fb3a928a6e9a50ed8e8256c62a72ad86627
|
| 3 |
+
size 31400347795
|