diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000000000000000000000000000000000000..fd01b5a08a363bd07adc37fff4d90e7a32a1007e --- /dev/null +++ b/.gitattributes @@ -0,0 +1,4 @@ +# SCM syntax highlighting & preventing 3-way merges +pixi.lock merge=binary linguist-language=YAML linguist-generated=true +*.npy filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000000000000000000000000000000000000..740bb7d1aeb0fb8d6fedc6cf6ff891df0d3238b7 --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ + +# pixi environments +.pixi +*.egg-info diff --git a/copy.py b/copy.py new file mode 100644 index 0000000000000000000000000000000000000000..60e08bd9ee123f48e85da44b0fcead4766b985b4 --- /dev/null +++ b/copy.py @@ -0,0 +1,37 @@ +import os +import shutil +from pathlib import Path +import re + +base_dir = Path("/data/xyh/DFCs/DFC/models") +dest_dir = Path("/data/xyh/hf-upload/spflut+ours") + +for variant_dir in base_dir.iterdir(): + if not variant_dir.is_dir(): + continue + + # Find latest .pth file based on number in filename + pth_files = list(variant_dir.glob("Model_*.pth")) + if not pth_files: + continue + + def extract_number(f): + match = re.search(r"Model_(\d+)\\.pth", f.name) + return int(match.group(1)) if match else -1 + + latest_pth = max(pth_files, key=extract_number) + + # Find all logs + log_files = list(variant_dir.glob("train*.log")) + list(variant_dir.glob("lutft*.log")) + + # LUT files + lut_files = list(variant_dir.glob("*.npy")) + + # Create destination dir + dest_variant = dest_dir / variant_dir.name + dest_variant.mkdir(parents=True, exist_ok=True) + + # Copy files + for file in [latest_pth] + log_files + lut_files: + shutil.copy2(file, dest_variant / file.name) + diff --git a/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s0_0.npy b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s0_0.npy new file mode 100644 index 0000000000000000000000000000000000000000..464a4d8c0edfba9730dbe4adf73cc8faecc3c7d6 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s0_0.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1436a084dc080f2e3d7a4b2ef3bb642bb84003ff763666670ff09b722f335dbd +size 83649 diff --git a/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s0_0_sampler.npy b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s0_0_sampler.npy new file mode 100644 index 0000000000000000000000000000000000000000..faee9d73e58243a34f20773cfc30eaad3d7d027e --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s0_0_sampler.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ae984e1b2e5a3aa78e403080d730c10ff450918a7df02e4f81a8e10bdd7203d +size 272 diff --git a/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s1_0.npy b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s1_0.npy new file mode 100644 index 0000000000000000000000000000000000000000..7b6d1454a5d0fb55f9ec6b74f1ca7e71917ee422 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s1_0.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44f0cae4972ed04aea46390080c5866904fd2958f4cd00d7ecbe4d33cdbedb22 +size 1336464 diff --git a/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s1_0_residual.npy b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s1_0_residual.npy new file mode 100644 index 0000000000000000000000000000000000000000..948bcfa0a3c14be5eb68d910fccba3b2f835ecde --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s1_0_residual.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b406ec3fab736c7df974b41a2982b67fd5ad005225f38ccee148068eef28b8e4 +size 144 diff --git a/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s1_0_sampler.npy b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s1_0_sampler.npy new file mode 100644 index 0000000000000000000000000000000000000000..c1e2aa293059e1b4cc1dd31c043a7d1296d4405b --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s1_0_sampler.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01a76f6526bbba06a6660e10988c4b774535a52211eaf853f9f3cf31555fc94b +size 272 diff --git a/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s2_1_residual.npy b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s2_1_residual.npy new file mode 100644 index 0000000000000000000000000000000000000000..306aa1820b8aa565a403a36737a75c378e815660 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s2_1_residual.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b6029a8a1b987695b5e79ad5b76c5552b3a18d19b570ce9c1f346d0569e8034 +size 144 diff --git a/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s2_1_sampler.npy b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s2_1_sampler.npy new file mode 100644 index 0000000000000000000000000000000000000000..77833d92cd1ce184126313f7afb40881d0f0cb6f --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/LUT_x4_4bit_int8_s2_1_sampler.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9a97469db6199192da1536b86d292a13235417824821eb6a6da0e01ca530834 +size 272 diff --git a/mulut+ours/auto-sample-gelu-1x3/Model_600200.pth b/mulut+ours/auto-sample-gelu-1x3/Model_600200.pth new file mode 100644 index 0000000000000000000000000000000000000000..f9ddc61801244cad467e0f1d15a1921cae499c7d --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/Model_600200.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c20eec44f5a524e024c68ea1f419abf3831d92f386ef5d4ede6a84e961885f3 +size 377828 diff --git a/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_13-24-47_558111.log b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_13-24-47_558111.log new file mode 100644 index 0000000000000000000000000000000000000000..08bcbe0f5898a5efbca66582f3799e4e80033589 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_13-24-47_558111.log @@ -0,0 +1,37 @@ +2024-09-05 13:24:47.568 | INFO | __main__::100 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x3 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- diff --git a/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_16-30-34_754287.log b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_16-30-34_754287.log new file mode 100644 index 0000000000000000000000000000000000000000..b0e66a37b10cea608c179bacf87803ec96b8e2e3 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_16-30-34_754287.log @@ -0,0 +1,43 @@ +2024-09-05 16:30:34.765 | INFO | __main__::106 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x3 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-05 16:30:40.664 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-05 16:30:40.888 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-05 16:30:41.746 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-05 16:31:02.646 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 15.557432, AVG: SSIM: 0.135282 +2024-09-05 16:31:39.282 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 16.549997, AVG: SSIM: 0.135232 +2024-09-05 16:36:27.033 | INFO | __main__::187 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 100, Sample: 3200, GPixel:1.77e-02, dT:0.0012, rT:2.9364 diff --git a/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_16-40-51_363959.log b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_16-40-51_363959.log new file mode 100644 index 0000000000000000000000000000000000000000..910cd8c1773d3fd02ab023b6498b4abde5a07e02 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_16-40-51_363959.log @@ -0,0 +1,43 @@ +2024-09-05 16:40:51.374 | INFO | __main__::106 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x3 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-05 16:40:56.874 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-05 16:40:57.085 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-05 16:40:58.139 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-05 16:41:11.448 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 15.557432, AVG: SSIM: 0.135282 +2024-09-05 16:41:36.388 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 16.550001, AVG: SSIM: 0.135232 +2024-09-05 16:48:58.286 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 100, Sample: 3200, GPixel:1.78e-02, dT:0.0008, rT:4.4513 diff --git a/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_16-57-01_540189.log b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_16-57-01_540189.log new file mode 100644 index 0000000000000000000000000000000000000000..e1a7f4c41893f6ff6832c228b16040a8f8ed91b3 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_16-57-01_540189.log @@ -0,0 +1,42 @@ +2024-09-05 16:57:01.551 | INFO | __main__::106 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x3 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-05 16:57:07.290 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-05 16:57:07.535 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-05 16:57:08.349 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-05 16:57:30.081 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.053141, AVG: SSIM: 0.838043 +2024-09-05 16:58:06.460 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.240284, AVG: SSIM: 0.734341 diff --git a/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_17-02-25_725142.log b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_17-02-25_725142.log new file mode 100644 index 0000000000000000000000000000000000000000..8d8492f45c5f329e14842db6a8a72a459e2d185c --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_17-02-25_725142.log @@ -0,0 +1,44 @@ +2024-09-05 17:02:25.736 | INFO | __main__::106 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x3 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: False [default: None] + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-05 17:02:31.615 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-05 17:02:31.878 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-05 17:02:32.773 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-05 17:02:53.932 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.051203, AVG: SSIM: 0.838110 +2024-09-05 17:03:31.574 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.239452, AVG: SSIM: 0.734482 +2024-09-05 17:13:17.147 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 100, Sample: 3200, GPixel:2.89e-03, dT:0.0008, rT:5.9205 +2024-09-05 17:23:23.557 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 200, Sample: 6400, GPixel:2.90e-03, dT:0.0008, rT:6.0567 diff --git a/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_17-28-30_795452.log b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_17-28-30_795452.log new file mode 100644 index 0000000000000000000000000000000000000000..340f2b6f4f997899aeeeaa61c6fcc5c8686e8974 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-05_17-28-30_795452.log @@ -0,0 +1,632 @@ +2024-09-05 17:28:30.806 | INFO | __main__::106 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x3 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: False [default: None] + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-05 17:28:36.440 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-05 17:28:36.668 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-05 17:28:37.361 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-05 17:28:58.548 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.053558, AVG: SSIM: 0.838024 +2024-09-05 17:29:32.430 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.239939, AVG: SSIM: 0.734272 +2024-09-05 17:38:52.261 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 100, Sample: 3200, GPixel:2.93e-03, dT:0.0007, rT:5.6685 +2024-09-05 17:42:24.615 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 200, Sample: 6400, GPixel:2.96e-03, dT:0.0007, rT:2.1179 +2024-09-05 17:47:47.213 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 300, Sample: 9600, GPixel:2.84e-03, dT:0.0007, rT:3.2173 +2024-09-05 17:53:04.058 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 400, Sample: 12800, GPixel:2.80e-03, dT:0.0008, rT:3.1619 +2024-09-05 18:02:11.363 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 500, Sample: 16000, GPixel:2.81e-03, dT:0.0007, rT:5.4623 +2024-09-05 18:11:23.696 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 600, Sample: 19200, GPixel:2.80e-03, dT:0.0008, rT:5.5134 +2024-09-05 18:20:28.417 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 700, Sample: 22400, GPixel:2.79e-03, dT:0.0007, rT:5.4371 +2024-09-05 18:29:33.303 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 800, Sample: 25600, GPixel:2.89e-03, dT:0.0008, rT:5.4380 +2024-09-05 18:38:39.534 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 900, Sample: 28800, GPixel:2.70e-03, dT:0.0007, rT:5.4514 +2024-09-05 18:47:42.639 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 1000, Sample: 32000, GPixel:2.81e-03, dT:0.0006, rT:5.4206 +2024-09-05 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__main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 53700, Sample:1718400, GPixel:2.96e-03, dT:0.0012, rT:5.1903 +2024-09-08 10:03:11.351 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x3 | Iter: 53800, Sample:1721600, GPixel:2.73e-03, dT:0.0024, rT:5.0150 diff --git a/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-18_15-28-07_860174.log b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-18_15-28-07_860174.log new file mode 100644 index 0000000000000000000000000000000000000000..fa4e46dd29a3a2c40b5053ead74dcc48888596ce --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-18_15-28-07_860174.log @@ -0,0 +1,41 @@ +2024-09-18 15:28:07.872 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x3/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-18 15:28:13.930 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-18 15:28:14.198 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-18 15:28:15.272 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-18 15:28:20.365 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 18.473423, AVG: SSIM: 0.344989 diff --git a/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-18_15-30-14_752060.log b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-18_15-30-14_752060.log new file mode 100644 index 0000000000000000000000000000000000000000..98f7985b48724b2516a1dbddc466710f55330d9a --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-18_15-30-14_752060.log @@ -0,0 +1,44 @@ +2024-09-18 15:30:14.763 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x3/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-18 15:30:21.236 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-18 15:30:21.538 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-18 15:30:22.576 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-18 15:30:27.840 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.053228, AVG: SSIM: 0.838016 +2024-09-18 15:30:37.351 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.240244, AVG: SSIM: 0.734302 +2024-09-18 15:31:30.766 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 26.632881, AVG: SSIM: 0.694583 +2024-09-18 15:34:19.038 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Urban100 | AVG PSNR: 24.149246, AVG: SSIM: 0.694394 diff --git a/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-18_23-12-44_569433.log b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-18_23-12-44_569433.log new file mode 100644 index 0000000000000000000000000000000000000000..f5cfa5c34f25ef5777d1c4a50c2015efb9c5e71c --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/lutft-2024-09-18_23-12-44_569433.log @@ -0,0 +1,611 @@ +2024-09-18 23:12:44.989 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x3/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-18 23:21:41.603 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-18 23:22:03.036 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-18 23:22:05.053 | INFO | data:__init__:114 - Generating cache for test data... +2024-09-18 23:26:06.453 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.053421, AVG: SSIM: 0.838033 +2024-09-18 23:26:25.319 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.240156, AVG: SSIM: 0.734292 +2024-09-18 23:28:14.919 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 26.632898, AVG: SSIM: 0.694579 +2024-09-18 23:33:20.002 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Urban100 | AVG PSNR: 24.149353, AVG: SSIM: 0.694405 +2024-09-18 23:40:26.005 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Manga109 | AVG PSNR: 27.388784, AVG: SSIM: 0.833753 +2024-09-18 23:43:59.584 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-1x3/ | Iter: 100, Sample: 3200, GPixel:2.93e-03, dT:0.0019, rT:2.9991 +2024-09-18 23:47:35.708 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-1x3/ | Iter: 200, Sample: 6400, GPixel:2.91e-03, dT:0.0010, rT:2.1527 +2024-09-18 23:51:12.933 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-1x3/ | Iter: 300, Sample: 9600, GPixel:2.77e-03, dT:0.0010, rT:2.1632 +2024-09-18 23:54:50.892 | INFO | 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__main__::30 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x3 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- diff --git a/mulut+ours/auto-sample-gelu-1x3/lutft-2025-01-27_23-01-02_728407.log b/mulut+ours/auto-sample-gelu-1x3/lutft-2025-01-27_23-01-02_728407.log new file mode 100644 index 0000000000000000000000000000000000000000..5ea39c15bb63bb9d7fd05f32a45fc8d7f44ab1a3 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/lutft-2025-01-27_23-01-02_728407.log @@ -0,0 +1,37 @@ +2025-01-27 23:01:02.749 | INFO | __main__::30 - ----------------- Options --------------- + activateFunction: relu + batchSize: 128 [default: 32] + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x3 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- diff --git a/mulut+ours/auto-sample-gelu-1x3/lutft-2025-01-27_23-05-24_831855.log b/mulut+ours/auto-sample-gelu-1x3/lutft-2025-01-27_23-05-24_831855.log new file mode 100644 index 0000000000000000000000000000000000000000..8b21344880f9aca056f72562c6419e4d475a6d4a --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/lutft-2025-01-27_23-05-24_831855.log @@ -0,0 +1,37 @@ +2025-01-27 23:05:24.853 | INFO | __main__::30 - ----------------- Options --------------- + activateFunction: relu + batchSize: 1024 [default: 32] + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x3 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- diff --git a/mulut+ours/auto-sample-gelu-1x3/train-2024-03-23_21-47-03_234329.log b/mulut+ours/auto-sample-gelu-1x3/train-2024-03-23_21-47-03_234329.log new file mode 100644 index 0000000000000000000000000000000000000000..cb427a445f2d2150d472d256d82464456c91cb82 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/train-2024-03-23_21-47-03_234329.log @@ -0,0 +1,741 @@ +2024-03-23 21:47:03.245 | INFO | __main__:main:354 - ----------------- Options --------------- +2024-03-23 21:47:03.245 | INFO | __main__:main:354 - activateFunction: gelu [default: relu] +2024-03-23 21:47:03.245 | INFO | __main__:main:354 - batchSize: 32 +2024-03-23 21:47:03.246 | INFO | __main__:main:354 - cropSize: 48 +2024-03-23 21:47:03.246 | INFO | __main__:main:354 - debug: False +2024-03-23 21:47:03.246 | INFO | __main__:main:354 - displayStep: 100 +2024-03-23 21:47:03.246 | INFO | __main__:main:354 - expDir: ../models/auto-sample-gelu-1x3 [default: ] +2024-03-23 21:47:03.246 | INFO | __main__:main:354 - gpuNum: 1 +2024-03-23 21:47:03.247 | INFO | __main__:main:354 - gradientStep: 250 +2024-03-23 21:47:03.247 | INFO | __main__:main:354 - interval: 4 +2024-03-23 21:47:03.247 | INFO | __main__:main:354 - isTrain: True [default: None] +2024-03-23 21:47:03.247 | INFO | __main__:main:354 - load_from_opt_file: False +2024-03-23 21:47:03.247 | INFO | __main__:main:354 - lr0: 0.001 +2024-03-23 21:47:03.247 | INFO | __main__:main:354 - lr1: 0.0001 +2024-03-23 21:47:03.248 | INFO | __main__:main:354 - model: SRNets +2024-03-23 21:47:03.248 | INFO | __main__:main:354 - modelPath: ../models/auto-sample-gelu-1x3/Model.pth [default: None] +2024-03-23 21:47:03.248 | INFO | __main__:main:354 - modelRoot: ../models +2024-03-23 21:47:03.248 | INFO | __main__:main:354 - nf: 64 +2024-03-23 21:47:03.248 | INFO | __main__:main:354 - numSamplers: 1 [default: 3] +2024-03-23 21:47:03.248 | INFO | __main__:main:354 - qf: 20 +2024-03-23 21:47:03.249 | INFO | __main__:main:354 - sampleSize: 3 +2024-03-23 21:47:03.249 | INFO | __main__:main:354 - saveStep: 2000 +2024-03-23 21:47:03.249 | INFO | __main__:main:354 - scale: 4 +2024-03-23 21:47:03.249 | INFO | __main__:main:354 - sigma: 25 +2024-03-23 21:47:03.249 | INFO | __main__:main:354 - stages: 2 +2024-03-23 21:47:03.249 | INFO | __main__:main:354 - startIter: 0 +2024-03-23 21:47:03.250 | INFO | __main__:main:354 - task: sr +2024-03-23 21:47:03.250 | INFO | __main__:main:354 - totalIter: 200000 +2024-03-23 21:47:03.250 | INFO | __main__:main:354 - trainDir: ../data/DIV2K +2024-03-23 21:47:03.250 | INFO | __main__:main:354 - valDir: ../data/SRBenchmark +2024-03-23 21:47:03.250 | INFO | __main__:main:354 - valServer: none +2024-03-23 21:47:03.251 | INFO | __main__:main:354 - valServerMode: False +2024-03-23 21:47:03.251 | INFO | __main__:main:354 - valStep: 2000 +2024-03-23 21:47:03.251 | INFO | __main__:main:354 - valoutDir: ../models/auto-sample-gelu-1x3/val [default: None] +2024-03-23 21:47:03.251 | INFO | __main__:main:354 - weightDecay: 0 +2024-03-23 21:47:03.251 | INFO | __main__:main:354 - workerNum: 8 +2024-03-23 21:47:03.251 | INFO | __main__:main:354 - ----------------- End ------------------- +2024-03-23 21:47:08.667 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-03-23 21:47:08.916 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-03-23 21:47:09.932 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-03-23 21:49:50.183 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 2000 +2024-03-23 21:49:53.004 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set5 | AVG Val PSNR: 28.724543 +2024-03-23 21:49:57.456 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set14 | AVG Val PSNR: 26.312458 +2024-03-23 21:50:07.709 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset B100 | AVG Val PSNR: 26.100069 +2024-03-23 21:50:51.194 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Urban100 | AVG Val PSNR: 23.378508 +2024-03-23 21:51:36.713 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Manga109 | AVG Val PSNR: 25.184946 +2024-03-23 21:54:12.310 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset DIV2K | AVG Val PSNR: 28.275635 +2024-03-23 21:56:51.611 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 4000 +2024-03-23 21:56:54.018 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Set5 | AVG Val PSNR: 29.170712 +2024-03-23 21:56:57.864 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Set14 | AVG Val PSNR: 26.594698 +2024-03-23 21:57:08.383 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset B100 | AVG Val PSNR: 26.303591 +2024-03-23 21:57:46.010 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Urban100 | AVG Val PSNR: 23.578587 +2024-03-23 21:58:31.940 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Manga109 | AVG Val PSNR: 25.665361 +2024-03-23 22:00:58.475 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset DIV2K | AVG Val PSNR: 28.546717 +2024-03-23 22:03:37.220 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 6000 +2024-03-23 22:03:39.582 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Set5 | AVG Val PSNR: 29.438671 +2024-03-23 22:03:43.382 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Set14 | AVG Val PSNR: 26.778992 +2024-03-23 22:03:54.056 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset B100 | AVG Val PSNR: 26.424938 +2024-03-23 22:04:32.222 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Urban100 | AVG Val PSNR: 23.712591 +2024-03-23 22:05:18.622 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Manga109 | AVG Val PSNR: 26.038609 +2024-03-23 22:07:47.200 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset DIV2K | AVG Val PSNR: 28.692690 +2024-03-23 22:10:26.320 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 8000 +2024-03-23 22:10:28.790 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Set5 | AVG Val PSNR: 29.711618 +2024-03-23 22:10:32.625 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Set14 | AVG Val PSNR: 26.973063 +2024-03-23 22:10:43.336 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset B100 | AVG Val PSNR: 26.524649 +2024-03-23 22:11:22.072 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Urban100 | AVG Val PSNR: 23.864441 +2024-03-23 22:12:10.485 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Manga109 | AVG Val PSNR: 26.486916 +2024-03-23 22:14:38.780 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset DIV2K | AVG Val PSNR: 28.818159 +2024-03-23 22:17:17.820 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 10000 +2024-03-23 22:17:20.189 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Set5 | AVG Val PSNR: 29.776463 +2024-03-23 22:17:23.995 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Set14 | AVG Val PSNR: 27.002718 +2024-03-23 22:17:34.799 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset B100 | AVG Val PSNR: 26.502697 +2024-03-23 22:18:13.657 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Urban100 | AVG Val PSNR: 23.911938 +2024-03-23 22:19:02.946 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Manga109 | AVG Val PSNR: 26.699959 +2024-03-23 22:21:29.946 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset DIV2K | AVG Val PSNR: 28.743702 +2024-03-23 22:24:08.954 | INFO | __main__:SaveCheckpoint:125 - 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Dataset DIV2K | AVG Val PSNR: 28.945236 +2024-03-23 22:51:55.823 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 20000 +2024-03-23 22:51:58.202 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset Set5 | AVG Val PSNR: 30.051764 +2024-03-23 22:52:02.027 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset Set14 | AVG Val PSNR: 27.219790 +2024-03-23 22:52:12.848 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset B100 | AVG Val PSNR: 26.617470 +2024-03-23 22:52:52.582 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset Urban100 | AVG Val PSNR: 24.085308 +2024-03-23 22:53:42.791 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset Manga109 | AVG Val PSNR: 27.149637 +2024-03-23 22:56:15.986 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset DIV2K | AVG Val PSNR: 28.889563 +2024-03-23 22:58:55.088 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 22000 +2024-03-23 22:58:57.457 | INFO | __main__:valid_steps:188 - Iter 22000 | Dataset Set5 | AVG Val 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06:27:17.067 | INFO | __main__:valid_steps:188 - Iter 152000 | Dataset Urban100 | AVG Val PSNR: 24.357965 +2024-03-24 06:28:06.884 | INFO | __main__:valid_steps:188 - Iter 152000 | Dataset Manga109 | AVG Val PSNR: 27.753775 +2024-03-24 06:30:31.481 | INFO | __main__:valid_steps:188 - Iter 152000 | Dataset DIV2K | AVG Val PSNR: 29.169453 +2024-03-24 06:33:10.249 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 154000 +2024-03-24 06:33:12.712 | INFO | __main__:valid_steps:188 - Iter 154000 | Dataset Set5 | AVG Val PSNR: 30.468008 +2024-03-24 06:33:16.641 | INFO | __main__:valid_steps:188 - Iter 154000 | Dataset Set14 | AVG Val PSNR: 27.509350 +2024-03-24 06:33:27.479 | INFO | __main__:valid_steps:188 - Iter 154000 | Dataset B100 | AVG Val PSNR: 26.808149 +2024-03-24 06:34:06.957 | INFO | __main__:valid_steps:188 - Iter 154000 | Dataset Urban100 | AVG Val PSNR: 24.354477 +2024-03-24 06:34:57.844 | INFO | __main__:valid_steps:188 - Iter 154000 | Dataset Manga109 | AVG Val PSNR: 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AVG Val PSNR: 24.372004 +2024-03-24 08:38:15.895 | INFO | __main__:valid_steps:188 - Iter 190000 | Dataset Manga109 | AVG Val PSNR: 27.784519 +2024-03-24 08:40:40.829 | INFO | __main__:valid_steps:188 - Iter 190000 | Dataset DIV2K | AVG Val PSNR: 29.175997 +2024-03-24 08:43:19.927 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 192000 +2024-03-24 08:43:22.322 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset Set5 | AVG Val PSNR: 30.469879 +2024-03-24 08:43:26.222 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset Set14 | AVG Val PSNR: 27.532461 +2024-03-24 08:43:37.004 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset B100 | AVG Val PSNR: 26.803778 +2024-03-24 08:44:16.633 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset Urban100 | AVG Val PSNR: 24.365707 +2024-03-24 08:45:07.816 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset Manga109 | AVG Val PSNR: 27.724482 +2024-03-24 08:47:36.023 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset DIV2K | AVG Val PSNR: 29.137712 +2024-03-24 08:50:14.970 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 194000 +2024-03-24 08:50:17.382 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset Set5 | AVG Val PSNR: 30.518299 +2024-03-24 08:50:21.197 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset Set14 | AVG Val PSNR: 27.565704 +2024-03-24 08:50:31.859 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset B100 | AVG Val PSNR: 26.843166 +2024-03-24 08:51:10.735 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset Urban100 | AVG Val PSNR: 24.395615 +2024-03-24 08:52:00.054 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset Manga109 | AVG Val PSNR: 27.827898 +2024-03-24 08:54:24.432 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset DIV2K | AVG Val PSNR: 29.177605 +2024-03-24 08:57:03.076 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 196000 +2024-03-24 08:57:05.507 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset Set5 | AVG Val PSNR: 30.501276 +2024-03-24 08:57:09.396 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset Set14 | AVG Val PSNR: 27.552921 +2024-03-24 08:57:20.113 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset B100 | AVG Val PSNR: 26.827225 +2024-03-24 08:57:59.305 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset Urban100 | AVG Val PSNR: 24.375599 +2024-03-24 08:58:49.522 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset Manga109 | AVG Val PSNR: 27.769123 +2024-03-24 09:01:15.222 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset DIV2K | AVG Val PSNR: 29.172321 +2024-03-24 09:03:54.188 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 198000 +2024-03-24 09:03:56.646 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Set5 | AVG Val PSNR: 30.501633 +2024-03-24 09:04:00.489 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Set14 | AVG Val PSNR: 27.552603 +2024-03-24 09:04:11.165 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset B100 | AVG Val PSNR: 26.827194 +2024-03-24 09:04:50.294 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Urban100 | AVG Val PSNR: 24.379812 +2024-03-24 09:05:41.152 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Manga109 | AVG Val PSNR: 27.753830 +2024-03-24 09:08:07.322 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset DIV2K | AVG Val PSNR: 29.181334 +2024-03-24 09:10:46.397 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 200000 +2024-03-24 09:10:48.855 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Set5 | AVG Val PSNR: 30.502258 +2024-03-24 09:10:52.867 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Set14 | AVG Val PSNR: 27.556934 +2024-03-24 09:11:03.852 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset B100 | AVG Val PSNR: 26.832319 +2024-03-24 09:11:44.079 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Urban100 | AVG Val PSNR: 24.389656 +2024-03-24 09:12:34.337 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Manga109 | AVG Val PSNR: 27.813765 +2024-03-24 09:15:04.445 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset DIV2K | AVG Val PSNR: 29.162004 +2024-03-24 09:15:04.820 | INFO | __main__:train:326 - Complete diff --git a/mulut+ours/auto-sample-gelu-1x3/train-2024-03-24_10-17-57_940118.log b/mulut+ours/auto-sample-gelu-1x3/train-2024-03-24_10-17-57_940118.log new file mode 100644 index 0000000000000000000000000000000000000000..f6972fd0183fa96514a99bfead63ecaf44e22a7b --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/train-2024-03-24_10-17-57_940118.log @@ -0,0 +1,859 @@ +2024-03-24 10:17:57.951 | INFO | __main__:main:354 - ----------------- Options --------------- +2024-03-24 10:17:57.951 | INFO | __main__:main:354 - activateFunction: gelu [default: relu] +2024-03-24 10:17:57.951 | INFO | __main__:main:354 - batchSize: 32 +2024-03-24 10:17:57.952 | INFO | __main__:main:354 - cropSize: 48 +2024-03-24 10:17:57.952 | INFO | __main__:main:354 - debug: False +2024-03-24 10:17:57.952 | INFO | __main__:main:354 - displayStep: 100 +2024-03-24 10:17:57.952 | INFO | __main__:main:354 - expDir: ../models/auto-sample-gelu-1x3 [default: ] +2024-03-24 10:17:57.953 | INFO | __main__:main:354 - gpuNum: 1 +2024-03-24 10:17:57.953 | INFO | __main__:main:354 - gradientStep: 250 +2024-03-24 10:17:57.953 | INFO | __main__:main:354 - interval: 4 +2024-03-24 10:17:57.953 | INFO | __main__:main:354 - isTrain: True [default: None] +2024-03-24 10:17:57.954 | INFO | __main__:main:354 - load_from_opt_file: False +2024-03-24 10:17:57.954 | INFO | __main__:main:354 - lr0: 0.001 +2024-03-24 10:17:57.954 | INFO | __main__:main:354 - lr1: 0.0001 +2024-03-24 10:17:57.954 | INFO | __main__:main:354 - model: SRNets +2024-03-24 10:17:57.954 | INFO | __main__:main:354 - modelPath: ../models/auto-sample-gelu-1x3/Model.pth [default: None] +2024-03-24 10:17:57.955 | INFO | __main__:main:354 - modelRoot: ../models +2024-03-24 10:17:57.955 | INFO | __main__:main:354 - nf: 64 +2024-03-24 10:17:57.955 | INFO | __main__:main:354 - numSamplers: 1 [default: 3] +2024-03-24 10:17:57.955 | INFO | __main__:main:354 - qf: 20 +2024-03-24 10:17:57.956 | INFO | __main__:main:354 - sampleSize: 3 +2024-03-24 10:17:57.956 | INFO | __main__:main:354 - saveStep: 2000 +2024-03-24 10:17:57.956 | INFO | __main__:main:354 - scale: 4 +2024-03-24 10:17:57.956 | INFO | __main__:main:354 - sigma: 25 +2024-03-24 10:17:57.956 | INFO | __main__:main:354 - stages: 2 +2024-03-24 10:17:57.957 | INFO | __main__:main:354 - startIter: 200000 [default: 0] +2024-03-24 10:17:57.957 | INFO | __main__:main:354 - task: sr +2024-03-24 10:17:57.957 | INFO | __main__:main:354 - totalIter: 500000 +2024-03-24 10:17:57.957 | INFO | __main__:main:354 - trainDir: ../data/DIV2K +2024-03-24 10:17:57.957 | INFO | __main__:main:354 - valDir: ../data/SRBenchmark +2024-03-24 10:17:57.958 | INFO | __main__:main:354 - valServer: none +2024-03-24 10:17:57.958 | INFO | __main__:main:354 - valServerMode: False +2024-03-24 10:17:57.958 | INFO | __main__:main:354 - valStep: 2000 +2024-03-24 10:17:57.958 | INFO | __main__:main:354 - valoutDir: ../models/auto-sample-gelu-1x3/val [default: None] +2024-03-24 10:17:57.959 | INFO | __main__:main:354 - weightDecay: 0 +2024-03-24 10:17:57.959 | INFO | __main__:main:354 - workerNum: 8 +2024-03-24 10:17:57.959 | INFO | __main__:main:354 - ----------------- End ------------------- +2024-03-24 10:18:03.654 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-03-24 10:18:03.935 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-03-24 10:18:05.060 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-03-24 10:20:45.667 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 202000 +2024-03-24 10:20:48.832 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Set5 | AVG Val PSNR: 30.511333 +2024-03-24 10:20:53.579 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Set14 | AVG Val PSNR: 27.568684 +2024-03-24 10:21:04.614 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset B100 | AVG Val PSNR: 26.841169 +2024-03-24 10:21:51.297 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Urban100 | AVG Val PSNR: 24.396278 +2024-03-24 10:22:40.687 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Manga109 | AVG Val PSNR: 27.846497 +2024-03-24 10:25:20.549 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset DIV2K | AVG Val PSNR: 29.184023 +2024-03-24 10:27:59.891 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 204000 +2024-03-24 10:28:02.530 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Set5 | AVG Val PSNR: 30.514618 +2024-03-24 10:28:06.644 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Set14 | AVG Val PSNR: 27.544189 +2024-03-24 10:28:17.687 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset B100 | AVG Val PSNR: 26.845095 +2024-03-24 10:28:57.581 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Urban100 | AVG Val PSNR: 24.389023 +2024-03-24 10:29:48.496 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Manga109 | AVG Val PSNR: 27.791353 +2024-03-24 10:32:16.216 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset DIV2K | AVG Val PSNR: 29.188589 +2024-03-24 10:34:55.431 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 206000 +2024-03-24 10:34:57.992 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Set5 | AVG Val PSNR: 30.508036 +2024-03-24 10:35:02.123 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Set14 | AVG Val PSNR: 27.556353 +2024-03-24 10:35:13.063 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset B100 | AVG Val PSNR: 26.823313 +2024-03-24 10:35:52.534 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Urban100 | AVG Val PSNR: 24.388237 +2024-03-24 10:36:41.431 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Manga109 | AVG Val PSNR: 27.802206 +2024-03-24 10:39:06.991 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset DIV2K | AVG Val PSNR: 29.164104 +2024-03-24 10:41:46.436 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 208000 +2024-03-24 10:41:49.149 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Set5 | AVG Val PSNR: 30.486776 +2024-03-24 10:41:53.239 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Set14 | AVG Val PSNR: 27.547592 +2024-03-24 10:42:04.374 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset B100 | AVG Val PSNR: 26.846252 +2024-03-24 10:42:44.199 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Urban100 | AVG Val PSNR: 24.386013 +2024-03-24 10:43:36.104 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Manga109 | AVG Val PSNR: 27.776081 +2024-03-24 10:46:03.660 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset DIV2K | AVG Val PSNR: 29.169939 +2024-03-24 10:48:42.893 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 210000 +2024-03-24 10:48:45.504 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Set5 | AVG Val PSNR: 30.539057 +2024-03-24 10:48:49.513 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Set14 | AVG Val PSNR: 27.579468 +2024-03-24 10:49:00.481 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset B100 | AVG Val PSNR: 26.847624 +2024-03-24 10:49:40.433 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Urban100 | AVG Val PSNR: 24.388674 +2024-03-24 10:50:31.161 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Manga109 | AVG Val PSNR: 27.815002 +2024-03-24 10:52:59.908 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset DIV2K | AVG Val PSNR: 29.189831 +2024-03-24 10:55:39.015 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 212000 +2024-03-24 10:55:41.589 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Set5 | AVG Val PSNR: 30.512959 +2024-03-24 10:55:45.634 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Set14 | AVG Val PSNR: 27.556871 +2024-03-24 10:55:56.696 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset B100 | AVG Val PSNR: 26.832169 +2024-03-24 10:56:36.682 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Urban100 | AVG Val PSNR: 24.392761 +2024-03-24 10:57:27.476 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Manga109 | AVG Val PSNR: 27.826672 +2024-03-24 10:59:56.703 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset DIV2K | AVG Val PSNR: 29.170826 +2024-03-24 11:02:35.847 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 214000 +2024-03-24 11:02:38.510 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset Set5 | AVG Val PSNR: 30.525135 +2024-03-24 11:02:42.585 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset Set14 | AVG Val PSNR: 27.571121 +2024-03-24 11:02:53.793 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset B100 | AVG Val PSNR: 26.829405 +2024-03-24 11:03:34.005 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset Urban100 | AVG Val PSNR: 24.400894 +2024-03-24 11:04:26.360 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset Manga109 | AVG Val PSNR: 27.808519 +2024-03-24 11:06:56.348 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset DIV2K | AVG Val PSNR: 29.182379 +2024-03-24 11:09:35.615 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 216000 +2024-03-24 11:09:38.191 | INFO | __main__:valid_steps:188 - Iter 216000 | Dataset Set5 | AVG Val PSNR: 30.552114 +2024-03-24 11:09:42.289 | INFO | __main__:valid_steps:188 - Iter 216000 | Dataset Set14 | AVG Val PSNR: 27.590776 +2024-03-24 11:09:53.303 | INFO | __main__:valid_steps:188 - Iter 216000 | Dataset B100 | AVG Val PSNR: 26.852755 +2024-03-24 11:10:32.998 | INFO | __main__:valid_steps:188 - Iter 216000 | Dataset Urban100 | AVG Val PSNR: 24.411667 +2024-03-24 11:11:23.854 | INFO | __main__:valid_steps:188 - Iter 216000 | Dataset Manga109 | AVG Val PSNR: 27.847025 +2024-03-24 11:13:51.620 | INFO | __main__:valid_steps:188 - Iter 216000 | Dataset DIV2K | AVG Val PSNR: 29.199682 +2024-03-24 11:16:31.183 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 218000 +2024-03-24 11:16:33.647 | INFO | __main__:valid_steps:188 - Iter 218000 | Dataset Set5 | AVG Val PSNR: 30.547104 +2024-03-24 11:16:37.657 | INFO | __main__:valid_steps:188 - Iter 218000 | Dataset Set14 | AVG Val PSNR: 27.588726 +2024-03-24 11:16:48.582 | INFO | __main__:valid_steps:188 - Iter 218000 | Dataset B100 | AVG Val PSNR: 26.858173 +2024-03-24 11:17:28.326 | INFO | __main__:valid_steps:188 - Iter 218000 | Dataset Urban100 | AVG Val PSNR: 24.403332 +2024-03-24 11:18:19.351 | INFO | __main__:valid_steps:188 - Iter 218000 | Dataset Manga109 | AVG Val PSNR: 27.837236 +2024-03-24 11:20:46.829 | INFO | __main__:valid_steps:188 - Iter 218000 | Dataset DIV2K | AVG Val PSNR: 29.205086 +2024-03-24 11:23:26.173 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 220000 +2024-03-24 11:23:28.696 | INFO | __main__:valid_steps:188 - Iter 220000 | 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23:23:09.090 | INFO | __main__:valid_steps:188 - Iter 428000 | Dataset Urban100 | AVG Val PSNR: 24.434980 +2024-03-24 23:23:59.287 | INFO | __main__:valid_steps:188 - Iter 428000 | Dataset Manga109 | AVG Val PSNR: 27.900373 +2024-03-24 23:26:25.666 | INFO | __main__:valid_steps:188 - Iter 428000 | Dataset DIV2K | AVG Val PSNR: 29.218761 +2024-03-24 23:29:04.928 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 430000 +2024-03-24 23:29:07.521 | INFO | __main__:valid_steps:188 - Iter 430000 | Dataset Set5 | AVG Val PSNR: 30.585958 +2024-03-24 23:29:11.521 | INFO | __main__:valid_steps:188 - Iter 430000 | Dataset Set14 | AVG Val PSNR: 27.619753 +2024-03-24 23:29:22.392 | INFO | __main__:valid_steps:188 - Iter 430000 | Dataset B100 | AVG Val PSNR: 26.878778 +2024-03-24 23:30:01.631 | INFO | __main__:valid_steps:188 - Iter 430000 | Dataset Urban100 | AVG Val PSNR: 24.430918 +2024-03-24 23:30:51.026 | INFO | __main__:valid_steps:188 - Iter 430000 | Dataset Manga109 | AVG Val PSNR: 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+2024-03-24 23:42:53.871 | INFO | __main__:valid_steps:188 - Iter 434000 | Dataset Set5 | AVG Val PSNR: 30.549814 +2024-03-24 23:42:57.935 | INFO | __main__:valid_steps:188 - Iter 434000 | Dataset Set14 | AVG Val PSNR: 27.585403 +2024-03-24 23:43:09.216 | INFO | __main__:valid_steps:188 - Iter 434000 | Dataset B100 | AVG Val PSNR: 26.859055 +2024-03-24 23:43:48.700 | INFO | __main__:valid_steps:188 - Iter 434000 | Dataset Urban100 | AVG Val PSNR: 24.419563 +2024-03-24 23:44:39.748 | INFO | __main__:valid_steps:188 - Iter 434000 | Dataset Manga109 | AVG Val PSNR: 27.850574 +2024-03-24 23:47:06.736 | INFO | __main__:valid_steps:188 - Iter 434000 | Dataset DIV2K | AVG Val PSNR: 29.180796 diff --git a/mulut+ours/auto-sample-gelu-1x3/train-2024-09-04_22-48-00_019977.log b/mulut+ours/auto-sample-gelu-1x3/train-2024-09-04_22-48-00_019977.log new file mode 100644 index 0000000000000000000000000000000000000000..cb2d2cf1e608af4e4aed278c848eb6c1f015a813 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/train-2024-09-04_22-48-00_019977.log @@ -0,0 +1,52 @@ +2024-09-04 22:48:00.031 | INFO | __main__:main:400 - ----------------- Options --------------- +2024-09-04 22:48:00.032 | INFO | __main__:main:400 - activateFunction: relu +2024-09-04 22:48:00.032 | INFO | __main__:main:400 - batchSize: 32 +2024-09-04 22:48:00.032 | INFO | __main__:main:400 - cropSize: 48 +2024-09-04 22:48:00.033 | INFO | __main__:main:400 - debug: False +2024-09-04 22:48:00.033 | INFO | __main__:main:400 - displayStep: 100 +2024-09-04 22:48:00.033 | INFO | __main__:main:400 - expDir: ../models/no_res_bug/auto-sample-gelu-1x3/ [default: ] +2024-09-04 22:48:00.033 | INFO | __main__:main:400 - gpuNum: 1 +2024-09-04 22:48:00.033 | INFO | __main__:main:400 - gradientStep: 250 +2024-09-04 22:48:00.033 | INFO | __main__:main:400 - interval: 4 +2024-09-04 22:48:00.034 | INFO | __main__:main:400 - isTrain: True [default: None] +2024-09-04 22:48:00.034 | INFO | __main__:main:400 - lambda_lr: False [default: None] +2024-09-04 22:48:00.034 | INFO | __main__:main:400 - load_from_opt_file: False +2024-09-04 22:48:00.034 | INFO | __main__:main:400 - lr0: 0.001 +2024-09-04 22:48:00.034 | INFO | __main__:main:400 - model: SRNets +2024-09-04 22:48:00.035 | INFO | __main__:main:400 - modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] +2024-09-04 22:48:00.035 | INFO | __main__:main:400 - modelRoot: ../models +2024-09-04 22:48:00.035 | INFO | __main__:main:400 - nf: 64 +2024-09-04 22:48:00.035 | INFO | __main__:main:400 - numSamplers: 1 [default: 3] +2024-09-04 22:48:00.035 | INFO | __main__:main:400 - qf: 20 +2024-09-04 22:48:00.036 | INFO | __main__:main:400 - sampleSize: 3 +2024-09-04 22:48:00.036 | INFO | __main__:main:400 - saveStep: 200 +2024-09-04 22:48:00.036 | INFO | __main__:main:400 - scale: 4 +2024-09-04 22:48:00.036 | INFO | __main__:main:400 - sigma: 25 +2024-09-04 22:48:00.036 | INFO | __main__:main:400 - stages: 2 +2024-09-04 22:48:00.037 | INFO | __main__:main:400 - startIter: 434000 [default: 0] +2024-09-04 22:48:00.037 | INFO | __main__:main:400 - task: sr +2024-09-04 22:48:00.037 | INFO | __main__:main:400 - totalIter: 700000 [default: 200000] +2024-09-04 22:48:00.037 | INFO | __main__:main:400 - trainDir: ../data/DIV2K/ [default: ../data/DIV2K] +2024-09-04 22:48:00.037 | INFO | __main__:main:400 - valDir: ../data/SRBenchmark/ [default: ../data/SRBenchmark] +2024-09-04 22:48:00.038 | INFO | __main__:main:400 - valServer: none +2024-09-04 22:48:00.038 | INFO | __main__:main:400 - valServerMode: False +2024-09-04 22:48:00.038 | INFO | __main__:main:400 - valStep: 2000 +2024-09-04 22:48:00.038 | INFO | __main__:main:400 - valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] +2024-09-04 22:48:00.038 | INFO | __main__:main:400 - weightDecay: 0 +2024-09-04 22:48:00.038 | INFO | __main__:main:400 - workerNum: 8 +2024-09-04 22:48:00.039 | INFO | __main__:main:400 - ----------------- End ------------------- +2024-09-04 22:48:05.454 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-04 22:48:05.661 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-04 22:48:06.289 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-04 22:48:28.673 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 434200 +2024-09-04 22:48:49.237 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 434400 +2024-09-04 22:49:09.807 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 434600 +2024-09-04 22:49:30.410 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 434800 +2024-09-04 22:49:51.011 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 435000 +2024-09-04 22:50:11.680 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 435200 +2024-09-04 22:50:32.356 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 435400 +2024-09-04 22:50:53.089 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 435600 +2024-09-04 22:51:13.764 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 435800 +2024-09-04 22:51:34.428 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 436000 +2024-09-04 22:51:36.487 | INFO | __main__:valid_steps:212 - Iter 436000 | Dataset Set5 | AVG Val PSNR: 29.269482 +2024-09-04 22:51:40.387 | INFO | __main__:valid_steps:212 - Iter 436000 | Dataset Set14 | AVG Val PSNR: 26.656357 diff --git a/mulut+ours/auto-sample-gelu-1x3/train-2024-09-04_22-53-03_886549.log b/mulut+ours/auto-sample-gelu-1x3/train-2024-09-04_22-53-03_886549.log new file mode 100644 index 0000000000000000000000000000000000000000..0a7bbaad0db5346a84710d1bd8004cf0426e95a7 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x3/train-2024-09-04_22-53-03_886549.log @@ -0,0 +1,1625 @@ +2024-09-04 22:53:03.897 | INFO | __main__:main:402 - ----------------- Options --------------- +2024-09-04 22:53:03.898 | INFO | __main__:main:402 - activateFunction: relu +2024-09-04 22:53:03.898 | INFO | __main__:main:402 - batchSize: 32 +2024-09-04 22:53:03.899 | INFO | __main__:main:402 - cropSize: 48 +2024-09-04 22:53:03.899 | INFO | __main__:main:402 - debug: False +2024-09-04 22:53:03.899 | INFO | __main__:main:402 - displayStep: 100 +2024-09-04 22:53:03.899 | INFO | __main__:main:402 - expDir: ../models/no_res_bug/auto-sample-gelu-1x3/ [default: ] +2024-09-04 22:53:03.900 | INFO | __main__:main:402 - gpuNum: 1 +2024-09-04 22:53:03.900 | INFO | __main__:main:402 - gradientStep: 250 +2024-09-04 22:53:03.900 | INFO | __main__:main:402 - interval: 4 +2024-09-04 22:53:03.901 | INFO | __main__:main:402 - isTrain: True [default: None] +2024-09-04 22:53:03.901 | INFO | __main__:main:402 - lambda_lr: False [default: None] +2024-09-04 22:53:03.901 | INFO | __main__:main:402 - load_from_opt_file: False +2024-09-04 22:53:03.901 | INFO | __main__:main:402 - lr0: 0.001 +2024-09-04 22:53:03.902 | INFO | __main__:main:402 - model: SRNets +2024-09-04 22:53:03.902 | INFO | __main__:main:402 - modelPath: ../models/no_res_bug/auto-sample-gelu-1x3/Model.pth [default: None] +2024-09-04 22:53:03.902 | INFO | __main__:main:402 - modelRoot: ../models +2024-09-04 22:53:03.902 | INFO | __main__:main:402 - nf: 64 +2024-09-04 22:53:03.903 | INFO | __main__:main:402 - numSamplers: 1 [default: 3] +2024-09-04 22:53:03.903 | INFO | __main__:main:402 - qf: 20 +2024-09-04 22:53:03.903 | INFO | __main__:main:402 - sampleSize: 3 +2024-09-04 22:53:03.903 | INFO | __main__:main:402 - saveStep: 200 +2024-09-04 22:53:03.904 | INFO | __main__:main:402 - scale: 4 +2024-09-04 22:53:03.904 | INFO | __main__:main:402 - sigma: 25 +2024-09-04 22:53:03.904 | INFO | __main__:main:402 - stages: 2 +2024-09-04 22:53:03.904 | INFO | __main__:main:402 - startIter: 436000 [default: 0] +2024-09-04 22:53:03.905 | INFO | __main__:main:402 - task: sr +2024-09-04 22:53:03.905 | INFO | __main__:main:402 - totalIter: 700000 [default: 200000] +2024-09-04 22:53:03.905 | INFO | __main__:main:402 - trainDir: ../data/DIV2K/ [default: ../data/DIV2K] +2024-09-04 22:53:03.905 | INFO | __main__:main:402 - valDir: ../data/SRBenchmark/ [default: ../data/SRBenchmark] +2024-09-04 22:53:03.906 | INFO | __main__:main:402 - valServer: none +2024-09-04 22:53:03.906 | INFO | __main__:main:402 - valServerMode: False +2024-09-04 22:53:03.906 | INFO | __main__:main:402 - valStep: 2000 +2024-09-04 22:53:03.906 | INFO | __main__:main:402 - valoutDir: ../models/no_res_bug/auto-sample-gelu-1x3/val [default: None] +2024-09-04 22:53:03.907 | INFO | __main__:main:402 - weightDecay: 0 +2024-09-04 22:53:03.907 | INFO | __main__:main:402 - workerNum: 8 +2024-09-04 22:53:03.907 | INFO | __main__:main:402 - ----------------- End ------------------- +2024-09-04 22:53:08.979 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-04 22:53:09.184 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-04 22:53:09.713 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-04 22:53:32.136 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 436200 +2024-09-04 22:53:52.716 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 436400 +2024-09-04 22:54:13.331 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 436600 +2024-09-04 22:54:33.995 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 436800 +2024-09-04 22:54:54.595 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 437000 +2024-09-04 22:55:15.270 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 437200 +2024-09-04 22:55:35.921 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 437400 +2024-09-04 22:55:56.567 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 437600 +2024-09-04 22:56:17.239 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 437800 +2024-09-04 22:56:37.849 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 438000 +2024-09-04 22:56:40.864 | INFO | __main__:valid_steps:212 - Iter 438000 | Dataset Set5 | AVG Val PSNR: 29.039108 +2024-09-04 22:56:44.799 | INFO | __main__:valid_steps:212 - Iter 438000 | Dataset Set14 | AVG Val PSNR: 26.525850 +2024-09-04 22:57:05.711 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 438200 +2024-09-04 22:57:26.428 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 438400 +2024-09-04 22:57:47.129 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 438600 +2024-09-04 22:58:07.804 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 438800 +2024-09-04 22:58:28.726 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 439000 +2024-09-04 22:58:49.419 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 439200 +2024-09-04 22:59:10.086 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 439400 +2024-09-04 22:59:31.123 | INFO | __main__:SaveCheckpoint:149 - Checkpoint 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27.561975 +2024-09-05 01:18:24.418 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 518200 +2024-09-05 01:18:45.150 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 518400 +2024-09-05 01:19:05.897 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 518600 +2024-09-05 01:19:26.632 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 518800 +2024-09-05 01:19:47.303 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 519000 +2024-09-05 01:20:08.049 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 519200 +2024-09-05 01:20:28.817 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 519400 +2024-09-05 01:20:49.579 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 519600 +2024-09-05 01:21:10.307 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 519800 +2024-09-05 01:21:30.947 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 520000 +2024-09-05 01:21:32.612 | INFO | __main__:valid_steps:212 - Iter 520000 | Dataset Set5 | AVG Val PSNR: 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27.594498 +2024-09-05 05:18:39.472 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 654200 +2024-09-05 05:19:00.183 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 654400 +2024-09-05 05:19:20.934 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 654600 +2024-09-05 05:19:41.695 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 654800 +2024-09-05 05:20:02.369 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 655000 +2024-09-05 05:20:23.154 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 655200 +2024-09-05 05:20:43.931 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 655400 +2024-09-05 05:21:04.703 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 655600 +2024-09-05 05:21:25.472 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 655800 +2024-09-05 05:21:46.198 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 656000 +2024-09-05 05:21:47.662 | INFO | __main__:valid_steps:212 - Iter 656000 | Dataset Set5 | AVG Val PSNR: 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0000000000000000000000000000000000000000..a9cc97b08bd03fda1820e7256f859bbcfa8e0eeb --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x5/lutft-2024-09-05_17-04-30_125219.log @@ -0,0 +1,44 @@ +2024-09-05 17:04:30.136 | INFO | __main__::106 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x5/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: False [default: None] + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x5/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 5 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x5/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-05 17:04:35.911 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-05 17:04:36.149 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-05 17:04:36.847 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-05 17:04:41.923 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.108282, AVG: SSIM: 0.846480 +2024-09-05 17:04:51.105 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.288107, AVG: SSIM: 0.740293 +2024-09-05 17:06:18.443 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 100, Sample: 3200, GPixel:2.89e-03, dT:0.0007, rT:0.8889 +2024-09-05 17:07:46.951 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 200, Sample: 6400, GPixel:2.81e-03, dT:0.0006, rT:0.8807 diff --git a/mulut+ours/auto-sample-gelu-1x5/lutft-2024-09-05_17-28-51_427435.log b/mulut+ours/auto-sample-gelu-1x5/lutft-2024-09-05_17-28-51_427435.log new file mode 100644 index 0000000000000000000000000000000000000000..bd115f018db9d6b32145aa2254b3b825c6170168 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x5/lutft-2024-09-05_17-28-51_427435.log @@ -0,0 +1,2242 @@ +2024-09-05 17:28:51.447 | INFO | __main__::106 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x5/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: False [default: None] + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x5/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 5 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x5/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-05 17:28:57.402 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-05 17:28:57.660 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-05 17:28:58.535 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-05 17:29:04.377 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.116879, AVG: SSIM: 0.846658 +2024-09-05 17:29:15.446 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.293463, AVG: SSIM: 0.740419 +2024-09-05 17:30:44.000 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 100, Sample: 3200, GPixel:2.91e-03, dT:0.0009, rT:0.9018 +2024-09-05 17:32:09.649 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 200, Sample: 6400, GPixel:2.97e-03, dT:0.0011, rT:0.8515 +2024-09-05 17:33:33.593 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 300, Sample: 9600, GPixel:2.85e-03, dT:0.0009, rT:0.8345 +2024-09-05 17:34:58.201 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 400, Sample: 12800, GPixel:2.96e-03, dT:0.0008, rT:0.8411 +2024-09-05 17:36:21.701 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 500, Sample: 16000, GPixel:2.78e-03, dT:0.0008, rT:0.8303 +2024-09-05 17:37:44.498 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 600, Sample: 19200, GPixel:2.92e-03, dT:0.0007, rT:0.8236 +2024-09-05 17:39:03.534 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 700, Sample: 22400, GPixel:2.81e-03, dT:0.0007, rT:0.7851 +2024-09-05 17:40:24.222 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 800, Sample: 25600, GPixel:2.91e-03, dT:0.0006, rT:0.8028 +2024-09-05 17:41:44.698 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 900, Sample: 28800, GPixel:2.96e-03, dT:0.0007, rT:0.8005 +2024-09-05 17:43:05.197 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 1000, Sample: 32000, GPixel:2.83e-03, dT:0.0007, rT:0.8001 +2024-09-05 17:44:23.918 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 1100, Sample: 35200, GPixel:2.90e-03, dT:0.0006, rT:0.7819 +2024-09-05 17:45:43.506 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-1x5/ | Iter: 1200, Sample: 38400, GPixel:2.78e-03, dT:0.0006, rT:0.7905 +2024-09-05 17:47:03.348 | INFO | 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--- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x5/lutft-2024-09-18_15-35-51_883320.log @@ -0,0 +1,43 @@ +2024-09-18 15:35:51.894 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x5/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x5/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 5 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x5/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-18 15:35:58.453 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-18 15:35:58.746 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-18 15:35:59.781 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-18 15:36:04.959 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 13.342224, AVG: SSIM: 0.230560 +2024-09-18 15:36:14.093 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 12.480205, AVG: SSIM: 0.187360 +2024-09-18 15:37:03.808 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 13.073125, AVG: SSIM: 0.166201 diff --git a/mulut+ours/auto-sample-gelu-1x5/lutft-2024-09-18_23-27-22_588740.log b/mulut+ours/auto-sample-gelu-1x5/lutft-2024-09-18_23-27-22_588740.log new file mode 100644 index 0000000000000000000000000000000000000000..cc6874a78db1e867ad8660e2fe9cb67cab9b9ed6 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x5/lutft-2024-09-18_23-27-22_588740.log @@ -0,0 +1,193 @@ +2024-09-18 23:27:22.695 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x5/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x5/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 5 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x5/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-18 23:32:13.638 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-18 23:32:23.815 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-18 23:32:25.705 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-18 23:34:12.777 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 10.077522, AVG: SSIM: 0.021132 +2024-09-18 23:34:32.938 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 10.118246, AVG: SSIM: 0.020375 +2024-09-18 23:36:25.828 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 10.384939, AVG: SSIM: 0.019357 +2024-09-18 23:41:34.193 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Urban100 | AVG PSNR: 9.648877, AVG: SSIM: 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b/mulut+ours/auto-sample-gelu-1x5/lutft-2024-09-19_09-05-34_638347.log @@ -0,0 +1,634 @@ +2024-09-19 09:05:34.805 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x5/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x5/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 5 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x5/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-19 09:18:13.712 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-19 09:19:02.163 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-19 09:19:03.897 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-19 09:23:50.673 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.091812, AVG: SSIM: 0.847097 +2024-09-19 09:24:12.500 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.290956, AVG: SSIM: 0.740990 +2024-09-19 09:26:16.794 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 26.651255, AVG: SSIM: 0.700211 +2024-09-19 09:32:01.428 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Urban100 | AVG PSNR: 24.157930, AVG: SSIM: 0.702790 +2024-09-19 09:39:08.467 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Manga109 | 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+ load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x5/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 5 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x5/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- diff --git a/mulut+ours/auto-sample-gelu-1x5/lutft-2025-01-27_23-14-50_685085.log b/mulut+ours/auto-sample-gelu-1x5/lutft-2025-01-27_23-14-50_685085.log new file mode 100644 index 0000000000000000000000000000000000000000..8486dc8ab35d83b9e7fdaaf2e74612f11e4b6b36 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x5/lutft-2025-01-27_23-14-50_685085.log @@ -0,0 +1,37 @@ +2025-01-27 23:14:50.718 | INFO | __main__::30 - ----------------- Options --------------- + activateFunction: relu + batchSize: 1024 [default: 32] + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x5 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x5/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 5 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x5/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- diff --git a/mulut+ours/auto-sample-gelu-1x5/train-2024-03-23_21-47-21_368121.log b/mulut+ours/auto-sample-gelu-1x5/train-2024-03-23_21-47-21_368121.log new file mode 100644 index 0000000000000000000000000000000000000000..a18c066c920d96edf0cde7eeaaf461e08cee0f9c --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x5/train-2024-03-23_21-47-21_368121.log @@ -0,0 +1,741 @@ +2024-03-23 21:47:21.379 | INFO | __main__:main:354 - ----------------- Options --------------- +2024-03-23 21:47:21.379 | INFO | __main__:main:354 - activateFunction: gelu [default: relu] +2024-03-23 21:47:21.380 | INFO | __main__:main:354 - batchSize: 32 +2024-03-23 21:47:21.380 | INFO | __main__:main:354 - cropSize: 48 +2024-03-23 21:47:21.380 | INFO | __main__:main:354 - debug: False +2024-03-23 21:47:21.380 | INFO | __main__:main:354 - displayStep: 100 +2024-03-23 21:47:21.380 | INFO | __main__:main:354 - expDir: ../models/auto-sample-gelu-1x5 [default: ] +2024-03-23 21:47:21.381 | INFO | __main__:main:354 - gpuNum: 1 +2024-03-23 21:47:21.381 | INFO | __main__:main:354 - gradientStep: 250 +2024-03-23 21:47:21.381 | INFO | __main__:main:354 - interval: 4 +2024-03-23 21:47:21.381 | INFO | __main__:main:354 - isTrain: True [default: None] +2024-03-23 21:47:21.381 | INFO | __main__:main:354 - load_from_opt_file: False +2024-03-23 21:47:21.381 | INFO | __main__:main:354 - lr0: 0.001 +2024-03-23 21:47:21.382 | INFO | __main__:main:354 - lr1: 0.0001 +2024-03-23 21:47:21.382 | INFO | __main__:main:354 - model: SRNets +2024-03-23 21:47:21.382 | INFO | __main__:main:354 - modelPath: ../models/auto-sample-gelu-1x5/Model.pth [default: None] +2024-03-23 21:47:21.382 | INFO | __main__:main:354 - modelRoot: ../models +2024-03-23 21:47:21.382 | INFO | __main__:main:354 - nf: 64 +2024-03-23 21:47:21.383 | INFO | __main__:main:354 - numSamplers: 1 [default: 3] +2024-03-23 21:47:21.383 | INFO | __main__:main:354 - qf: 20 +2024-03-23 21:47:21.383 | INFO | __main__:main:354 - sampleSize: 5 [default: 3] +2024-03-23 21:47:21.383 | INFO | __main__:main:354 - saveStep: 2000 +2024-03-23 21:47:21.383 | INFO | __main__:main:354 - scale: 4 +2024-03-23 21:47:21.383 | INFO | __main__:main:354 - sigma: 25 +2024-03-23 21:47:21.384 | INFO | __main__:main:354 - stages: 2 +2024-03-23 21:47:21.384 | INFO | __main__:main:354 - startIter: 0 +2024-03-23 21:47:21.384 | INFO | __main__:main:354 - task: sr +2024-03-23 21:47:21.384 | INFO | __main__:main:354 - totalIter: 200000 +2024-03-23 21:47:21.384 | INFO | __main__:main:354 - trainDir: ../data/DIV2K +2024-03-23 21:47:21.384 | INFO | __main__:main:354 - valDir: ../data/SRBenchmark +2024-03-23 21:47:21.385 | INFO | __main__:main:354 - valServer: none +2024-03-23 21:47:21.385 | INFO | __main__:main:354 - valServerMode: False +2024-03-23 21:47:21.385 | INFO | __main__:main:354 - valStep: 2000 +2024-03-23 21:47:21.385 | INFO | __main__:main:354 - valoutDir: ../models/auto-sample-gelu-1x5/val [default: None] +2024-03-23 21:47:21.385 | INFO | __main__:main:354 - weightDecay: 0 +2024-03-23 21:47:21.385 | INFO | __main__:main:354 - workerNum: 8 +2024-03-23 21:47:21.386 | INFO | __main__:main:354 - ----------------- End ------------------- +2024-03-23 21:47:26.625 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-03-23 21:47:26.858 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-03-23 21:47:27.792 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-03-23 21:50:04.300 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 2000 +2024-03-23 21:50:07.036 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set5 | AVG Val PSNR: 27.518433 +2024-03-23 21:50:11.386 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set14 | AVG Val PSNR: 25.483431 +2024-03-23 21:50:22.132 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset B100 | AVG Val PSNR: 25.456402 +2024-03-23 21:51:06.780 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Urban100 | AVG Val PSNR: 22.665667 +2024-03-23 21:51:56.559 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Manga109 | AVG Val PSNR: 24.267756 +2024-03-23 21:54:37.095 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset DIV2K | AVG Val PSNR: 27.528660 +2024-03-23 21:57:12.275 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 4000 +2024-03-23 21:57:14.570 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Set5 | AVG Val PSNR: 28.664974 +2024-03-23 21:57:18.443 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Set14 | AVG Val PSNR: 26.223007 +2024-03-23 21:57:29.222 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset B100 | AVG Val PSNR: 26.031435 +2024-03-23 21:58:07.725 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Urban100 | AVG Val PSNR: 23.301426 +2024-03-23 21:58:57.788 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Manga109 | AVG Val PSNR: 25.364298 +2024-03-23 22:01:30.979 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset DIV2K | AVG Val PSNR: 28.219742 +2024-03-23 22:04:06.321 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 6000 +2024-03-23 22:04:08.625 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Set5 | AVG Val PSNR: 29.113667 +2024-03-23 22:04:12.463 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Set14 | AVG Val PSNR: 26.497684 +2024-03-23 22:04:23.194 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset B100 | AVG Val PSNR: 26.239799 +2024-03-23 22:05:01.796 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Urban100 | AVG Val PSNR: 23.524153 +2024-03-23 22:05:50.751 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Manga109 | AVG Val PSNR: 25.758928 +2024-03-23 22:08:19.719 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset DIV2K | AVG Val PSNR: 28.495216 +2024-03-23 22:10:55.084 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 8000 +2024-03-23 22:10:57.377 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Set5 | AVG Val PSNR: 29.411137 +2024-03-23 22:11:01.178 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Set14 | AVG Val PSNR: 26.707933 +2024-03-23 22:11:11.939 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset B100 | AVG Val PSNR: 26.377636 +2024-03-23 22:11:50.823 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Urban100 | AVG Val PSNR: 23.673555 +2024-03-23 22:12:42.234 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Manga109 | AVG Val PSNR: 26.030071 +2024-03-23 22:15:12.556 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset DIV2K | AVG Val PSNR: 28.668642 +2024-03-23 22:17:47.658 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 10000 +2024-03-23 22:17:50.018 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Set5 | AVG Val PSNR: 29.676937 +2024-03-23 22:17:53.801 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Set14 | AVG Val PSNR: 26.887129 +2024-03-23 22:18:04.520 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset B100 | AVG Val PSNR: 26.487551 +2024-03-23 22:18:42.944 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Urban100 | AVG Val PSNR: 23.826614 +2024-03-23 22:19:32.033 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Manga109 | AVG Val PSNR: 26.427338 +2024-03-23 22:21:58.230 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset DIV2K | AVG Val PSNR: 28.800022 +2024-03-23 22:24:33.284 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 12000 +2024-03-23 22:24:35.621 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Set5 | AVG Val PSNR: 29.743122 +2024-03-23 22:24:39.429 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Set14 | AVG Val PSNR: 26.948627 +2024-03-23 22:24:50.188 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset B100 | AVG Val PSNR: 26.513500 +2024-03-23 22:25:28.929 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Urban100 | AVG Val PSNR: 23.891472 +2024-03-23 22:26:16.046 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Manga109 | AVG Val PSNR: 26.590643 +2024-03-23 22:28:45.474 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset DIV2K | AVG Val PSNR: 28.764236 +2024-03-23 22:31:20.603 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 14000 +2024-03-23 22:31:22.924 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset Set5 | AVG Val PSNR: 29.944515 +2024-03-23 22:31:26.666 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset Set14 | AVG Val PSNR: 27.078268 +2024-03-23 22:31:37.189 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset B100 | AVG Val PSNR: 26.587845 +2024-03-23 22:32:15.478 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset Urban100 | AVG Val PSNR: 23.966751 +2024-03-23 22:33:03.453 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset Manga109 | AVG Val PSNR: 26.761253 +2024-03-23 22:35:27.401 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset DIV2K | AVG Val PSNR: 28.910133 +2024-03-23 22:38:02.541 | INFO | 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- Iter 18000 | Dataset Set14 | AVG Val PSNR: 27.188169 +2024-03-23 22:45:03.606 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset B100 | AVG Val PSNR: 26.640837 +2024-03-23 22:45:41.937 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset Urban100 | AVG Val PSNR: 24.055305 +2024-03-23 22:46:31.249 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset Manga109 | AVG Val PSNR: 27.030260 +2024-03-23 22:48:56.020 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset DIV2K | AVG Val PSNR: 29.001015 +2024-03-23 22:51:31.146 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 20000 +2024-03-23 22:51:33.458 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset Set5 | AVG Val PSNR: 30.098049 +2024-03-23 22:51:37.265 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset Set14 | AVG Val PSNR: 27.216343 +2024-03-23 22:51:48.006 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset B100 | AVG Val PSNR: 26.651394 +2024-03-23 22:52:26.511 | INFO | 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23:38:38.457 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 34000 +2024-03-23 23:38:40.792 | INFO | __main__:valid_steps:188 - Iter 34000 | Dataset Set5 | AVG Val PSNR: 30.311453 +2024-03-23 23:38:44.596 | INFO | __main__:valid_steps:188 - Iter 34000 | Dataset Set14 | AVG Val PSNR: 27.348928 +2024-03-23 23:38:55.204 | INFO | __main__:valid_steps:188 - Iter 34000 | Dataset B100 | AVG Val PSNR: 26.722902 +2024-03-23 23:39:33.779 | INFO | __main__:valid_steps:188 - Iter 34000 | Dataset Urban100 | AVG Val PSNR: 24.177229 +2024-03-23 23:40:23.687 | INFO | __main__:valid_steps:188 - Iter 34000 | Dataset Manga109 | AVG Val PSNR: 27.318399 +2024-03-23 23:42:47.350 | INFO | __main__:valid_steps:188 - Iter 34000 | Dataset DIV2K | AVG Val PSNR: 29.079479 +2024-03-23 23:45:22.785 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 36000 +2024-03-23 23:45:25.092 | INFO | __main__:valid_steps:188 - Iter 36000 | Dataset Set5 | AVG Val PSNR: 30.308872 +2024-03-23 23:45:28.846 | INFO | 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+2024-03-24 07:59:32.931 | INFO | __main__:valid_steps:188 - Iter 182000 | Dataset Set5 | AVG Val PSNR: 30.383993 +2024-03-24 07:59:36.708 | INFO | __main__:valid_steps:188 - Iter 182000 | Dataset Set14 | AVG Val PSNR: 27.469574 +2024-03-24 07:59:47.475 | INFO | __main__:valid_steps:188 - Iter 182000 | Dataset B100 | AVG Val PSNR: 26.781683 +2024-03-24 08:00:26.592 | INFO | __main__:valid_steps:188 - Iter 182000 | Dataset Urban100 | AVG Val PSNR: 24.360214 +2024-03-24 08:01:14.204 | INFO | __main__:valid_steps:188 - Iter 182000 | Dataset Manga109 | AVG Val PSNR: 27.692343 +2024-03-24 08:03:40.604 | INFO | __main__:valid_steps:188 - Iter 182000 | Dataset DIV2K | AVG Val PSNR: 28.949295 +2024-03-24 08:06:15.709 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 184000 +2024-03-24 08:06:18.007 | INFO | __main__:valid_steps:188 - Iter 184000 | Dataset Set5 | AVG Val PSNR: 30.664917 +2024-03-24 08:06:21.798 | INFO | __main__:valid_steps:188 - Iter 184000 | Dataset Set14 | AVG Val PSNR: 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Dataset DIV2K | AVG Val PSNR: 29.205564 +2024-03-24 08:26:33.897 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 190000 +2024-03-24 08:26:36.189 | INFO | __main__:valid_steps:188 - Iter 190000 | Dataset Set5 | AVG Val PSNR: 30.639044 +2024-03-24 08:26:39.889 | INFO | __main__:valid_steps:188 - Iter 190000 | Dataset Set14 | AVG Val PSNR: 27.614973 +2024-03-24 08:26:50.456 | INFO | __main__:valid_steps:188 - Iter 190000 | Dataset B100 | AVG Val PSNR: 26.871016 +2024-03-24 08:27:28.936 | INFO | __main__:valid_steps:188 - Iter 190000 | Dataset Urban100 | AVG Val PSNR: 24.429909 +2024-03-24 08:28:17.190 | INFO | __main__:valid_steps:188 - Iter 190000 | Dataset Manga109 | AVG Val PSNR: 27.912050 +2024-03-24 08:30:40.192 | INFO | __main__:valid_steps:188 - Iter 190000 | Dataset DIV2K | AVG Val PSNR: 29.215326 +2024-03-24 08:33:15.353 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 192000 +2024-03-24 08:33:17.653 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset Set5 | AVG Val PSNR: 30.626110 +2024-03-24 08:33:21.445 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset Set14 | AVG Val PSNR: 27.601076 +2024-03-24 08:33:32.271 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset B100 | AVG Val PSNR: 26.864386 +2024-03-24 08:34:11.967 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset Urban100 | AVG Val PSNR: 24.419395 +2024-03-24 08:35:03.616 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset Manga109 | AVG Val PSNR: 27.894318 +2024-03-24 08:37:32.930 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset DIV2K | AVG Val PSNR: 29.216351 +2024-03-24 08:40:08.026 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 194000 +2024-03-24 08:40:10.356 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset Set5 | AVG Val PSNR: 30.610779 +2024-03-24 08:40:14.063 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset Set14 | AVG Val PSNR: 27.600824 +2024-03-24 08:40:24.731 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset B100 | AVG Val PSNR: 26.874601 +2024-03-24 08:41:03.737 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset Urban100 | AVG Val PSNR: 24.422396 +2024-03-24 08:41:53.529 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset Manga109 | AVG Val PSNR: 27.930241 +2024-03-24 08:44:18.481 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset DIV2K | AVG Val PSNR: 29.221380 +2024-03-24 08:46:53.405 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 196000 +2024-03-24 08:46:55.718 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset Set5 | AVG Val PSNR: 30.630478 +2024-03-24 08:46:59.497 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset Set14 | AVG Val PSNR: 27.615845 +2024-03-24 08:47:10.240 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset B100 | AVG Val PSNR: 26.871958 +2024-03-24 08:47:49.166 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset Urban100 | AVG Val PSNR: 24.433283 +2024-03-24 08:48:40.112 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset Manga109 | AVG Val PSNR: 27.899914 +2024-03-24 08:51:05.457 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset DIV2K | AVG Val PSNR: 29.222296 +2024-03-24 08:53:40.571 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 198000 +2024-03-24 08:53:42.894 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Set5 | AVG Val PSNR: 30.654972 +2024-03-24 08:53:46.664 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Set14 | AVG Val PSNR: 27.623081 +2024-03-24 08:53:57.286 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset B100 | AVG Val PSNR: 26.874039 +2024-03-24 08:54:35.930 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Urban100 | AVG Val PSNR: 24.438622 +2024-03-24 08:55:24.816 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Manga109 | AVG Val PSNR: 27.945288 +2024-03-24 08:57:48.697 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset DIV2K | AVG Val PSNR: 29.238371 +2024-03-24 09:00:23.839 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 200000 +2024-03-24 09:00:26.119 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Set5 | AVG Val PSNR: 30.680380 +2024-03-24 09:00:29.812 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Set14 | AVG Val PSNR: 27.638140 +2024-03-24 09:00:40.352 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset B100 | AVG Val PSNR: 26.888338 +2024-03-24 09:01:18.809 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Urban100 | AVG Val PSNR: 24.454578 +2024-03-24 09:02:07.239 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Manga109 | AVG Val PSNR: 27.947254 +2024-03-24 09:04:31.112 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset DIV2K | AVG Val PSNR: 29.243279 +2024-03-24 09:04:31.491 | INFO | __main__:train:326 - Complete diff --git a/mulut+ours/auto-sample-gelu-1x5/train-2024-03-24_09-06-12_899089.log b/mulut+ours/auto-sample-gelu-1x5/train-2024-03-24_09-06-12_899089.log new file mode 100644 index 0000000000000000000000000000000000000000..6b3528210e60c03c23205c9d607670b405a46a73 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x5/train-2024-03-24_09-06-12_899089.log @@ -0,0 +1,741 @@ +2024-03-24 09:06:12.909 | INFO | __main__:main:354 - ----------------- Options --------------- +2024-03-24 09:06:12.910 | INFO | __main__:main:354 - activateFunction: gelu [default: relu] +2024-03-24 09:06:12.910 | INFO | __main__:main:354 - batchSize: 32 +2024-03-24 09:06:12.910 | INFO | __main__:main:354 - cropSize: 48 +2024-03-24 09:06:12.911 | INFO | __main__:main:354 - debug: False +2024-03-24 09:06:12.911 | INFO | __main__:main:354 - displayStep: 100 +2024-03-24 09:06:12.911 | INFO | __main__:main:354 - expDir: ../models/auto-sample-gelu-1x5 [default: ] +2024-03-24 09:06:12.911 | INFO | __main__:main:354 - gpuNum: 1 +2024-03-24 09:06:12.911 | INFO | __main__:main:354 - gradientStep: 250 +2024-03-24 09:06:12.911 | INFO | __main__:main:354 - interval: 4 +2024-03-24 09:06:12.912 | INFO | __main__:main:354 - isTrain: True [default: None] +2024-03-24 09:06:12.912 | INFO | __main__:main:354 - load_from_opt_file: False +2024-03-24 09:06:12.912 | INFO | __main__:main:354 - lr0: 0.001 +2024-03-24 09:06:12.912 | INFO | __main__:main:354 - lr1: 0.0001 +2024-03-24 09:06:12.912 | INFO | __main__:main:354 - model: SRNets +2024-03-24 09:06:12.913 | INFO | __main__:main:354 - modelPath: ../models/auto-sample-gelu-1x5/Model.pth [default: None] +2024-03-24 09:06:12.913 | INFO | __main__:main:354 - modelRoot: ../models +2024-03-24 09:06:12.913 | INFO | __main__:main:354 - nf: 64 +2024-03-24 09:06:12.913 | INFO | __main__:main:354 - numSamplers: 1 [default: 3] +2024-03-24 09:06:12.913 | INFO | __main__:main:354 - qf: 20 +2024-03-24 09:06:12.913 | INFO | __main__:main:354 - sampleSize: 5 [default: 3] +2024-03-24 09:06:12.914 | INFO | __main__:main:354 - saveStep: 2000 +2024-03-24 09:06:12.914 | INFO | __main__:main:354 - scale: 4 +2024-03-24 09:06:12.914 | INFO | __main__:main:354 - sigma: 25 +2024-03-24 09:06:12.914 | INFO | __main__:main:354 - stages: 2 +2024-03-24 09:06:12.914 | INFO | __main__:main:354 - startIter: 200000 [default: 0] +2024-03-24 09:06:12.914 | INFO | __main__:main:354 - task: sr +2024-03-24 09:06:12.915 | INFO | __main__:main:354 - totalIter: 400000 [default: 200000] +2024-03-24 09:06:12.915 | INFO | __main__:main:354 - trainDir: ../data/DIV2K +2024-03-24 09:06:12.915 | INFO | __main__:main:354 - valDir: ../data/SRBenchmark +2024-03-24 09:06:12.915 | INFO | __main__:main:354 - valServer: none +2024-03-24 09:06:12.915 | INFO | __main__:main:354 - valServerMode: False +2024-03-24 09:06:12.915 | INFO | __main__:main:354 - valStep: 2000 +2024-03-24 09:06:12.916 | INFO | __main__:main:354 - valoutDir: ../models/auto-sample-gelu-1x5/val [default: None] +2024-03-24 09:06:12.916 | INFO | __main__:main:354 - weightDecay: 0 +2024-03-24 09:06:12.916 | INFO | __main__:main:354 - workerNum: 8 +2024-03-24 09:06:12.916 | INFO | __main__:main:354 - ----------------- End ------------------- +2024-03-24 09:06:18.116 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-03-24 09:06:18.331 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-03-24 09:06:19.275 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-03-24 09:08:55.765 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 202000 +2024-03-24 09:08:58.546 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Set5 | AVG Val PSNR: 30.573288 +2024-03-24 09:09:02.986 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Set14 | AVG Val PSNR: 27.578394 +2024-03-24 09:09:13.665 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset B100 | AVG Val PSNR: 26.867939 +2024-03-24 09:09:58.908 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Urban100 | AVG Val PSNR: 24.393940 +2024-03-24 09:10:50.008 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Manga109 | AVG Val PSNR: 27.712795 +2024-03-24 09:13:28.427 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset DIV2K | AVG Val PSNR: 29.193420 +2024-03-24 09:16:03.813 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 204000 +2024-03-24 09:16:06.136 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Set5 | AVG Val PSNR: 30.666607 +2024-03-24 09:16:09.923 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Set14 | AVG Val PSNR: 27.623596 +2024-03-24 09:16:20.557 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset B100 | AVG Val PSNR: 26.887981 +2024-03-24 09:16:59.221 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Urban100 | AVG Val PSNR: 24.439463 +2024-03-24 09:17:49.116 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Manga109 | AVG Val PSNR: 27.897549 +2024-03-24 09:20:12.967 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset DIV2K | AVG Val PSNR: 29.241310 +2024-03-24 09:22:48.616 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 206000 +2024-03-24 09:22:50.962 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Set5 | AVG Val PSNR: 30.662441 +2024-03-24 09:22:54.720 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Set14 | AVG Val PSNR: 27.623096 +2024-03-24 09:23:05.552 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset B100 | AVG Val PSNR: 26.864073 +2024-03-24 09:23:44.523 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Urban100 | AVG Val PSNR: 24.448729 +2024-03-24 09:24:34.653 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Manga109 | AVG Val PSNR: 27.942911 +2024-03-24 09:26:59.922 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset DIV2K | AVG Val PSNR: 29.220022 +2024-03-24 09:29:35.161 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 208000 +2024-03-24 09:29:37.498 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Set5 | AVG Val PSNR: 30.584743 +2024-03-24 09:29:41.321 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Set14 | AVG Val PSNR: 27.595427 +2024-03-24 09:29:51.948 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset B100 | AVG Val PSNR: 26.867649 +2024-03-24 09:30:30.950 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Urban100 | AVG Val PSNR: 24.418108 +2024-03-24 09:31:21.952 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Manga109 | AVG Val PSNR: 27.868858 +2024-03-24 09:33:48.880 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset DIV2K | AVG Val PSNR: 29.180536 +2024-03-24 09:36:23.917 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 210000 +2024-03-24 09:36:26.256 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Set5 | AVG Val PSNR: 30.653753 +2024-03-24 09:36:30.032 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Set14 | AVG Val PSNR: 27.628302 +2024-03-24 09:36:40.855 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset B100 | AVG Val PSNR: 26.884384 +2024-03-24 09:37:19.916 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Urban100 | AVG Val PSNR: 24.435297 +2024-03-24 09:38:10.481 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Manga109 | AVG Val PSNR: 27.904686 +2024-03-24 09:40:35.677 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset DIV2K | AVG Val PSNR: 29.237602 +2024-03-24 09:43:11.117 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 212000 +2024-03-24 09:43:13.448 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Set5 | AVG Val PSNR: 30.614151 +2024-03-24 09:43:17.225 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Set14 | AVG Val PSNR: 27.567705 +2024-03-24 09:43:27.989 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset B100 | AVG Val PSNR: 26.829475 +2024-03-24 09:44:06.774 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Urban100 | AVG Val PSNR: 24.414722 +2024-03-24 09:44:58.178 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Manga109 | AVG Val PSNR: 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__main__:train:326 - Complete diff --git a/mulut+ours/auto-sample-gelu-1x5/train-2024-09-04_23-00-18_839202.log b/mulut+ours/auto-sample-gelu-1x5/train-2024-09-04_23-00-18_839202.log new file mode 100644 index 0000000000000000000000000000000000000000..7edb17167e92ddb6742df9d61ce17070bc851823 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x5/train-2024-09-04_23-00-18_839202.log @@ -0,0 +1,1841 @@ +2024-09-04 23:00:18.850 | INFO | __main__:main:402 - ----------------- Options --------------- +2024-09-04 23:00:18.851 | INFO | __main__:main:402 - activateFunction: relu +2024-09-04 23:00:18.851 | INFO | __main__:main:402 - batchSize: 32 +2024-09-04 23:00:18.851 | INFO | __main__:main:402 - cropSize: 48 +2024-09-04 23:00:18.851 | INFO | __main__:main:402 - debug: False +2024-09-04 23:00:18.851 | INFO | __main__:main:402 - displayStep: 100 +2024-09-04 23:00:18.852 | INFO | __main__:main:402 - expDir: ../models/no_res_bug/auto-sample-gelu-1x5/ [default: ] +2024-09-04 23:00:18.852 | INFO | __main__:main:402 - gpuNum: 1 +2024-09-04 23:00:18.852 | INFO | __main__:main:402 - gradientStep: 250 +2024-09-04 23:00:18.852 | INFO | __main__:main:402 - interval: 4 +2024-09-04 23:00:18.852 | INFO | __main__:main:402 - isTrain: True [default: None] +2024-09-04 23:00:18.852 | INFO | __main__:main:402 - lambda_lr: False [default: None] +2024-09-04 23:00:18.853 | INFO | __main__:main:402 - load_from_opt_file: False +2024-09-04 23:00:18.853 | INFO | __main__:main:402 - lr0: 0.001 +2024-09-04 23:00:18.853 | INFO | __main__:main:402 - model: SRNets +2024-09-04 23:00:18.853 | INFO | __main__:main:402 - modelPath: ../models/no_res_bug/auto-sample-gelu-1x5/Model.pth [default: None] +2024-09-04 23:00:18.853 | INFO | __main__:main:402 - modelRoot: ../models +2024-09-04 23:00:18.853 | INFO | __main__:main:402 - nf: 64 +2024-09-04 23:00:18.854 | INFO | __main__:main:402 - numSamplers: 1 [default: 3] +2024-09-04 23:00:18.854 | INFO | __main__:main:402 - qf: 20 +2024-09-04 23:00:18.854 | INFO | __main__:main:402 - sampleSize: 5 [default: 3] +2024-09-04 23:00:18.854 | INFO | __main__:main:402 - saveStep: 200 +2024-09-04 23:00:18.854 | INFO | __main__:main:402 - scale: 4 +2024-09-04 23:00:18.854 | INFO | __main__:main:402 - sigma: 25 +2024-09-04 23:00:18.855 | INFO | __main__:main:402 - stages: 2 +2024-09-04 23:00:18.855 | INFO | __main__:main:402 - startIter: 400000 [default: 0] +2024-09-04 23:00:18.855 | INFO | __main__:main:402 - task: sr +2024-09-04 23:00:18.855 | INFO | __main__:main:402 - totalIter: 700000 [default: 200000] +2024-09-04 23:00:18.855 | INFO | __main__:main:402 - trainDir: ../data/DIV2K/ [default: ../data/DIV2K] +2024-09-04 23:00:18.856 | INFO | __main__:main:402 - valDir: ../data/SRBenchmark/ [default: ../data/SRBenchmark] +2024-09-04 23:00:18.856 | INFO | __main__:main:402 - valServer: none +2024-09-04 23:00:18.856 | INFO | __main__:main:402 - valServerMode: False +2024-09-04 23:00:18.856 | INFO | __main__:main:402 - valStep: 2000 +2024-09-04 23:00:18.856 | INFO | __main__:main:402 - valoutDir: ../models/no_res_bug/auto-sample-gelu-1x5/val [default: None] +2024-09-04 23:00:18.856 | INFO | __main__:main:402 - weightDecay: 0 +2024-09-04 23:00:18.857 | INFO | __main__:main:402 - workerNum: 8 +2024-09-04 23:00:18.857 | INFO | __main__:main:402 - ----------------- End ------------------- +2024-09-04 23:00:24.645 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-04 23:00:24.868 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-04 23:00:25.342 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-04 23:00:49.266 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 400200 +2024-09-04 23:01:11.201 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 400400 +2024-09-04 23:01:33.259 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 400600 +2024-09-04 23:01:55.412 | INFO | 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Dataset Set14 | AVG Val PSNR: 27.465519 +2024-09-05 00:16:29.628 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 440200 +2024-09-05 00:16:51.914 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 440400 +2024-09-05 00:17:14.204 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 440600 +2024-09-05 00:17:36.501 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 440800 +2024-09-05 00:17:58.710 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 441000 +2024-09-05 00:18:21.000 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 441200 +2024-09-05 00:18:43.289 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 441400 +2024-09-05 00:19:05.582 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 441600 +2024-09-05 00:19:27.869 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 441800 +2024-09-05 00:19:50.084 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 442000 +2024-09-05 00:19:51.492 | INFO | __main__:valid_steps:212 - Iter 442000 | 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Dataset Set14 | AVG Val PSNR: 27.566853 +2024-09-05 01:20:51.250 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 474200 +2024-09-05 01:21:13.560 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 474400 +2024-09-05 01:21:35.877 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 474600 +2024-09-05 01:21:58.193 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 474800 +2024-09-05 01:22:20.436 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 475000 +2024-09-05 01:22:42.765 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 475200 +2024-09-05 01:23:05.094 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 475400 +2024-09-05 01:23:27.408 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 475600 +2024-09-05 01:23:49.737 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 475800 +2024-09-05 01:24:12.005 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 476000 +2024-09-05 01:24:13.323 | INFO | __main__:valid_steps:212 - Iter 476000 | Dataset Set5 | AVG Val PSNR: 30.563330 +2024-09-05 01:24:15.949 | INFO | __main__:valid_steps:212 - Iter 476000 | Dataset Set14 | AVG Val PSNR: 27.580780 +2024-09-05 01:24:38.438 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 476200 +2024-09-05 01:25:00.750 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 476400 +2024-09-05 01:25:23.070 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 476600 +2024-09-05 01:25:45.396 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 476800 +2024-09-05 01:26:07.636 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 477000 +2024-09-05 01:26:29.944 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 477200 +2024-09-05 01:26:52.263 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 477400 +2024-09-05 01:27:14.574 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 477600 +2024-09-05 01:27:36.876 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 477800 +2024-09-05 01:27:59.117 | INFO | 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Dataset Set14 | AVG Val PSNR: 27.599934 +2024-09-05 02:25:12.662 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 508200 +2024-09-05 02:25:34.963 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 508400 +2024-09-05 02:25:57.300 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 508600 +2024-09-05 02:26:19.602 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 508800 +2024-09-05 02:26:41.845 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 509000 +2024-09-05 02:27:04.158 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 509200 +2024-09-05 02:27:26.460 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 509400 +2024-09-05 02:27:48.762 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 509600 +2024-09-05 02:28:11.024 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 509800 +2024-09-05 02:28:33.219 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 510000 +2024-09-05 02:28:34.638 | INFO | __main__:valid_steps:212 - Iter 510000 | Dataset Set5 | AVG Val PSNR: 30.614084 +2024-09-05 02:28:37.402 | INFO | __main__:valid_steps:212 - Iter 510000 | Dataset Set14 | AVG Val PSNR: 27.622534 +2024-09-05 02:28:59.894 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 510200 +2024-09-05 02:29:22.187 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 510400 +2024-09-05 02:29:44.492 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 510600 +2024-09-05 02:30:06.781 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 510800 +2024-09-05 02:30:29.016 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 511000 +2024-09-05 02:30:51.319 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 511200 +2024-09-05 02:31:13.611 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 511400 +2024-09-05 02:31:35.872 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 511600 +2024-09-05 02:31:58.140 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 511800 +2024-09-05 02:32:20.343 | INFO | 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Dataset Set14 | AVG Val PSNR: 27.625402 +2024-09-05 03:29:34.001 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 542200 +2024-09-05 03:29:56.257 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 542400 +2024-09-05 03:30:18.541 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 542600 +2024-09-05 03:30:40.838 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 542800 +2024-09-05 03:31:03.063 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 543000 +2024-09-05 03:31:25.359 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 543200 +2024-09-05 03:31:47.656 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 543400 +2024-09-05 03:32:09.949 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 543600 +2024-09-05 03:32:32.275 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 543800 +2024-09-05 03:32:54.515 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 544000 +2024-09-05 03:32:55.935 | INFO | __main__:valid_steps:212 - Iter 544000 | Dataset Set5 | AVG Val PSNR: 30.631847 +2024-09-05 03:32:58.700 | INFO | __main__:valid_steps:212 - Iter 544000 | Dataset Set14 | AVG Val PSNR: 27.627102 +2024-09-05 03:33:21.136 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 544200 +2024-09-05 03:33:43.414 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 544400 +2024-09-05 03:34:05.683 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 544600 +2024-09-05 03:34:27.961 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 544800 +2024-09-05 03:34:50.144 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 545000 +2024-09-05 03:35:12.454 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 545200 +2024-09-05 03:35:34.746 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 545400 +2024-09-05 03:35:57.091 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 545600 +2024-09-05 03:36:19.388 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 545800 +2024-09-05 03:36:41.645 | INFO | 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Dataset Set14 | AVG Val PSNR: 27.643942 +2024-09-05 04:33:55.961 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 576200 +2024-09-05 04:34:18.271 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 576400 +2024-09-05 04:34:40.561 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 576600 +2024-09-05 04:35:02.847 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 576800 +2024-09-05 04:35:25.080 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 577000 +2024-09-05 04:35:47.381 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 577200 +2024-09-05 04:36:09.698 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 577400 +2024-09-05 04:36:31.988 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 577600 +2024-09-05 04:36:54.316 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 577800 +2024-09-05 04:37:16.575 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 578000 +2024-09-05 04:37:17.865 | INFO | __main__:valid_steps:212 - Iter 578000 | Dataset Set5 | AVG Val PSNR: 30.616095 +2024-09-05 04:37:20.563 | INFO | __main__:valid_steps:212 - Iter 578000 | Dataset Set14 | AVG Val PSNR: 27.627949 +2024-09-05 04:37:43.037 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 578200 +2024-09-05 04:38:05.380 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 578400 +2024-09-05 04:38:27.684 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 578600 +2024-09-05 04:38:50.022 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 578800 +2024-09-05 04:39:12.275 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 579000 +2024-09-05 04:39:34.594 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 579200 +2024-09-05 04:39:56.912 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 579400 +2024-09-05 04:40:19.241 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 579600 +2024-09-05 04:40:41.556 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 579800 +2024-09-05 04:41:03.802 | INFO | 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Dataset Set14 | AVG Val PSNR: 27.645536 +2024-09-05 05:38:18.287 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 610200 +2024-09-05 05:38:40.575 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 610400 +2024-09-05 05:39:02.856 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 610600 +2024-09-05 05:39:25.138 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 610800 +2024-09-05 05:39:47.376 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 611000 +2024-09-05 05:40:09.642 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 611200 +2024-09-05 05:40:31.929 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 611400 +2024-09-05 05:40:54.238 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 611600 +2024-09-05 05:41:16.548 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 611800 +2024-09-05 05:41:38.765 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 612000 +2024-09-05 05:41:40.089 | INFO | __main__:valid_steps:212 - Iter 612000 | Dataset Set5 | AVG Val PSNR: 30.643744 +2024-09-05 05:41:42.782 | INFO | __main__:valid_steps:212 - Iter 612000 | Dataset Set14 | AVG Val PSNR: 27.625774 +2024-09-05 05:42:05.252 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 612200 +2024-09-05 05:42:27.586 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 612400 +2024-09-05 05:42:49.907 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 612600 +2024-09-05 05:43:12.238 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 612800 +2024-09-05 05:43:34.478 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 613000 +2024-09-05 05:43:56.802 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 613200 +2024-09-05 05:44:19.123 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 613400 +2024-09-05 05:44:41.454 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 613600 +2024-09-05 05:45:03.763 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 613800 +2024-09-05 05:45:26.015 | INFO | 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saved 631800 +2024-09-05 06:19:29.229 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 632000 +2024-09-05 06:19:30.563 | INFO | __main__:valid_steps:212 - Iter 632000 | Dataset Set5 | AVG Val PSNR: 30.647198 +2024-09-05 06:19:33.257 | INFO | __main__:valid_steps:212 - Iter 632000 | Dataset Set14 | AVG Val PSNR: 27.630716 +2024-09-05 06:19:55.718 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 632200 +2024-09-05 06:20:18.036 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 632400 +2024-09-05 06:20:40.337 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 632600 +2024-09-05 06:21:02.659 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 632800 +2024-09-05 06:21:24.877 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 633000 +2024-09-05 06:21:47.176 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 633200 +2024-09-05 06:22:09.477 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 633400 +2024-09-05 06:22:31.774 | INFO | 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06:25:56.234 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 635400 +2024-09-05 06:26:18.546 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 635600 +2024-09-05 06:26:40.875 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 635800 +2024-09-05 06:27:03.092 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 636000 +2024-09-05 06:27:04.502 | INFO | __main__:valid_steps:212 - Iter 636000 | Dataset Set5 | AVG Val PSNR: 30.657358 +2024-09-05 06:27:07.239 | INFO | __main__:valid_steps:212 - Iter 636000 | Dataset Set14 | AVG Val PSNR: 27.642624 +2024-09-05 06:27:29.676 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 636200 +2024-09-05 06:27:51.927 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 636400 +2024-09-05 06:28:14.213 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 636600 +2024-09-05 06:28:36.510 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 636800 +2024-09-05 06:28:58.777 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 637000 +2024-09-05 06:29:21.071 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 637200 +2024-09-05 06:29:43.344 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 637400 +2024-09-05 06:30:05.668 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 637600 +2024-09-05 06:30:27.991 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 637800 +2024-09-05 06:30:50.248 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 638000 +2024-09-05 06:30:51.769 | INFO | __main__:valid_steps:212 - Iter 638000 | Dataset Set5 | AVG Val PSNR: 30.691839 +2024-09-05 06:30:54.413 | INFO | __main__:valid_steps:212 - Iter 638000 | Dataset Set14 | AVG Val PSNR: 27.653118 +2024-09-05 06:31:16.908 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 638200 +2024-09-05 06:31:39.240 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 638400 +2024-09-05 06:32:01.582 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 638600 +2024-09-05 06:32:23.910 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 638800 +2024-09-05 06:32:46.158 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 639000 +2024-09-05 06:33:08.474 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 639200 +2024-09-05 06:33:30.759 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 639400 +2024-09-05 06:33:53.073 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 639600 +2024-09-05 06:34:15.383 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 639800 +2024-09-05 06:34:37.616 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 640000 +2024-09-05 06:34:38.921 | INFO | __main__:valid_steps:212 - Iter 640000 | Dataset Set5 | AVG Val PSNR: 30.604502 +2024-09-05 06:34:41.579 | INFO | __main__:valid_steps:212 - Iter 640000 | Dataset Set14 | AVG Val PSNR: 27.619053 +2024-09-05 06:35:04.058 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 640200 +2024-09-05 06:35:26.361 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 640400 +2024-09-05 06:35:48.669 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 640600 +2024-09-05 06:36:10.951 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 640800 +2024-09-05 06:36:33.195 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 641000 +2024-09-05 06:36:55.539 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 641200 +2024-09-05 06:37:17.868 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 641400 +2024-09-05 06:37:40.207 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 641600 +2024-09-05 06:38:02.554 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 641800 +2024-09-05 06:38:24.792 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 642000 +2024-09-05 06:38:26.087 | INFO | __main__:valid_steps:212 - Iter 642000 | Dataset Set5 | AVG Val PSNR: 30.667105 +2024-09-05 06:38:28.770 | INFO | __main__:valid_steps:212 - Iter 642000 | Dataset Set14 | AVG Val PSNR: 27.640684 +2024-09-05 06:38:51.301 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 642200 +2024-09-05 06:39:13.610 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 642400 +2024-09-05 06:39:35.930 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 642600 +2024-09-05 06:39:58.221 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 642800 +2024-09-05 06:40:20.430 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 643000 +2024-09-05 06:40:42.717 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 643200 +2024-09-05 06:41:05.005 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 643400 +2024-09-05 06:41:27.306 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 643600 +2024-09-05 06:41:49.613 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 643800 +2024-09-05 06:42:11.855 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 644000 +2024-09-05 06:42:13.161 | INFO | __main__:valid_steps:212 - Iter 644000 | Dataset Set5 | AVG Val PSNR: 30.675726 +2024-09-05 06:42:15.817 | INFO | __main__:valid_steps:212 - Iter 644000 | Dataset Set14 | AVG Val PSNR: 27.655060 +2024-09-05 06:42:38.283 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 644200 +2024-09-05 06:43:00.579 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 644400 +2024-09-05 06:43:22.877 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 644600 +2024-09-05 06:43:45.155 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 644800 +2024-09-05 06:44:07.364 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 645000 +2024-09-05 06:44:29.641 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 645200 +2024-09-05 06:44:51.931 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 645400 +2024-09-05 06:45:14.220 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 645600 +2024-09-05 06:45:36.521 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 645800 +2024-09-05 06:45:58.747 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 646000 +2024-09-05 06:46:00.044 | INFO | __main__:valid_steps:212 - Iter 646000 | Dataset Set5 | AVG Val PSNR: 30.665186 +2024-09-05 06:46:02.701 | INFO | __main__:valid_steps:212 - Iter 646000 | Dataset Set14 | AVG Val PSNR: 27.646410 +2024-09-05 06:46:25.183 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 646200 +2024-09-05 06:46:47.490 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 646400 +2024-09-05 06:47:09.816 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 646600 +2024-09-05 06:47:32.146 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 646800 +2024-09-05 06:47:54.385 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 647000 +2024-09-05 06:48:16.687 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 647200 +2024-09-05 06:48:38.999 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 647400 +2024-09-05 06:49:01.287 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 647600 +2024-09-05 06:49:23.581 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 647800 +2024-09-05 06:49:45.814 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 648000 +2024-09-05 06:49:47.120 | INFO | __main__:valid_steps:212 - Iter 648000 | Dataset Set5 | AVG Val PSNR: 30.702358 +2024-09-05 06:49:49.833 | INFO | __main__:valid_steps:212 - Iter 648000 | Dataset Set14 | AVG Val PSNR: 27.659588 +2024-09-05 06:50:12.289 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 648200 +2024-09-05 06:50:34.557 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 648400 +2024-09-05 06:50:56.851 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 648600 +2024-09-05 06:51:19.160 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 648800 +2024-09-05 06:51:41.382 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 649000 +2024-09-05 06:52:03.697 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 649200 +2024-09-05 06:52:25.995 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 649400 +2024-09-05 06:52:48.297 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 649600 +2024-09-05 06:53:10.614 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 649800 +2024-09-05 06:53:32.847 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 650000 +2024-09-05 06:53:34.148 | INFO | __main__:valid_steps:212 - Iter 650000 | Dataset Set5 | AVG Val PSNR: 30.613562 +2024-09-05 06:53:36.774 | INFO | __main__:valid_steps:212 - Iter 650000 | Dataset Set14 | AVG Val PSNR: 27.621607 +2024-09-05 06:53:59.251 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 650200 +2024-09-05 06:54:21.517 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 650400 +2024-09-05 06:54:43.801 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 650600 +2024-09-05 06:55:06.114 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 650800 +2024-09-05 06:55:28.347 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 651000 +2024-09-05 06:55:50.653 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 651200 +2024-09-05 06:56:12.957 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 651400 +2024-09-05 06:56:35.252 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 651600 +2024-09-05 06:56:57.555 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 651800 +2024-09-05 06:57:19.778 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 652000 +2024-09-05 06:57:21.100 | INFO | __main__:valid_steps:212 - Iter 652000 | Dataset Set5 | AVG Val PSNR: 30.691626 +2024-09-05 06:57:23.738 | INFO | __main__:valid_steps:212 - Iter 652000 | Dataset Set14 | AVG Val PSNR: 27.663893 +2024-09-05 06:57:46.205 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 652200 +2024-09-05 06:58:08.482 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 652400 +2024-09-05 06:58:30.775 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 652600 +2024-09-05 06:58:53.062 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 652800 +2024-09-05 06:59:15.294 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 653000 +2024-09-05 06:59:37.595 | INFO | 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07:03:02.264 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 655000 +2024-09-05 07:03:24.580 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 655200 +2024-09-05 07:03:46.894 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 655400 +2024-09-05 07:04:09.213 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 655600 +2024-09-05 07:04:31.533 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 655800 +2024-09-05 07:04:53.776 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 656000 +2024-09-05 07:04:55.086 | INFO | __main__:valid_steps:212 - Iter 656000 | Dataset Set5 | AVG Val PSNR: 30.657131 +2024-09-05 07:04:57.712 | INFO | __main__:valid_steps:212 - Iter 656000 | Dataset Set14 | AVG Val PSNR: 27.633150 +2024-09-05 07:05:20.187 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 656200 +2024-09-05 07:05:42.470 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 656400 +2024-09-05 07:06:04.781 | INFO | __main__:SaveCheckpoint:149 - Checkpoint 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07:12:54.403 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 660200 +2024-09-05 07:13:16.706 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 660400 +2024-09-05 07:13:38.990 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 660600 +2024-09-05 07:14:01.294 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 660800 +2024-09-05 07:14:23.517 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 661000 +2024-09-05 07:14:45.821 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 661200 +2024-09-05 07:15:08.125 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 661400 +2024-09-05 07:15:30.433 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 661600 +2024-09-05 07:15:52.712 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 661800 +2024-09-05 07:16:14.952 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 662000 +2024-09-05 07:16:16.255 | INFO | __main__:valid_steps:212 - Iter 662000 | Dataset Set5 | AVG Val PSNR: 30.681234 +2024-09-05 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07:20:03.374 | INFO | __main__:valid_steps:212 - Iter 664000 | Dataset Set5 | AVG Val PSNR: 30.590527 +2024-09-05 07:20:05.977 | INFO | __main__:valid_steps:212 - Iter 664000 | Dataset Set14 | AVG Val PSNR: 27.619766 +2024-09-05 07:20:28.463 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 664200 +2024-09-05 07:20:50.765 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 664400 +2024-09-05 07:21:13.086 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 664600 +2024-09-05 07:21:35.366 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 664800 +2024-09-05 07:21:57.594 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 665000 +2024-09-05 07:22:19.900 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 665200 +2024-09-05 07:22:42.216 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 665400 +2024-09-05 07:23:04.512 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 665600 +2024-09-05 07:23:26.807 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 665800 +2024-09-05 07:23:49.024 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 666000 +2024-09-05 07:23:50.318 | INFO | __main__:valid_steps:212 - Iter 666000 | Dataset Set5 | AVG Val PSNR: 30.687057 +2024-09-05 07:23:52.933 | INFO | __main__:valid_steps:212 - Iter 666000 | Dataset Set14 | AVG Val PSNR: 27.652309 +2024-09-05 07:24:15.432 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 666200 +2024-09-05 07:24:37.727 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 666400 +2024-09-05 07:25:00.019 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 666600 +2024-09-05 07:25:22.315 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 666800 +2024-09-05 07:25:44.542 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 667000 +2024-09-05 07:26:06.856 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 667200 +2024-09-05 07:26:29.161 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 667400 +2024-09-05 07:26:51.463 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 667600 +2024-09-05 07:27:13.776 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 667800 +2024-09-05 07:27:36.014 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 668000 +2024-09-05 07:27:37.378 | INFO | __main__:valid_steps:212 - Iter 668000 | Dataset Set5 | AVG Val PSNR: 30.690662 +2024-09-05 07:27:40.001 | INFO | __main__:valid_steps:212 - Iter 668000 | Dataset Set14 | AVG Val PSNR: 27.660269 +2024-09-05 07:28:02.478 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 668200 +2024-09-05 07:28:24.769 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 668400 +2024-09-05 07:28:47.061 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 668600 +2024-09-05 07:29:09.348 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 668800 +2024-09-05 07:29:31.569 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 669000 +2024-09-05 07:29:53.875 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 669200 +2024-09-05 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saved 676200 +2024-09-05 07:43:32.939 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 676400 +2024-09-05 07:43:55.233 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 676600 +2024-09-05 07:44:17.529 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 676800 +2024-09-05 07:44:39.747 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 677000 +2024-09-05 07:45:02.035 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 677200 +2024-09-05 07:45:24.340 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 677400 +2024-09-05 07:45:46.640 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 677600 +2024-09-05 07:46:08.936 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 677800 +2024-09-05 07:46:31.166 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 678000 +2024-09-05 07:46:32.624 | INFO | __main__:valid_steps:212 - Iter 678000 | Dataset Set5 | AVG Val PSNR: 30.668152 +2024-09-05 07:46:35.383 | INFO | __main__:valid_steps:212 - Iter 678000 | Dataset Set14 | AVG Val PSNR: 27.636196 +2024-09-05 07:46:57.854 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 678200 +2024-09-05 07:47:20.145 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 678400 +2024-09-05 07:47:42.443 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 678600 +2024-09-05 07:48:04.740 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 678800 +2024-09-05 07:48:26.980 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 679000 +2024-09-05 07:48:49.268 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 679200 +2024-09-05 07:49:11.563 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 679400 +2024-09-05 07:49:33.877 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 679600 +2024-09-05 07:49:56.182 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 679800 +2024-09-05 07:50:18.427 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 680000 +2024-09-05 07:50:19.835 | INFO | __main__:valid_steps:212 - Iter 680000 | Dataset Set5 | AVG Val PSNR: 30.634426 +2024-09-05 07:50:22.577 | INFO | __main__:valid_steps:212 - Iter 680000 | Dataset Set14 | AVG Val PSNR: 27.617447 +2024-09-05 07:50:45.023 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 680200 +2024-09-05 07:51:07.314 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 680400 +2024-09-05 07:51:29.620 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 680600 +2024-09-05 07:51:51.939 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 680800 +2024-09-05 07:52:14.172 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 681000 +2024-09-05 07:52:36.475 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 681200 +2024-09-05 07:52:58.788 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 681400 +2024-09-05 07:53:21.087 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 681600 +2024-09-05 07:53:43.360 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 681800 +2024-09-05 07:54:05.569 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 682000 +2024-09-05 07:54:06.967 | INFO | __main__:valid_steps:212 - Iter 682000 | Dataset Set5 | AVG Val PSNR: 30.677378 +2024-09-05 07:54:09.706 | INFO | __main__:valid_steps:212 - Iter 682000 | Dataset Set14 | AVG Val PSNR: 27.649521 +2024-09-05 07:54:32.152 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 682200 +2024-09-05 07:54:54.411 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 682400 +2024-09-05 07:55:16.701 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 682600 +2024-09-05 07:55:38.956 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 682800 +2024-09-05 07:56:01.147 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 683000 +2024-09-05 07:56:23.395 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 683200 +2024-09-05 07:56:45.691 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 683400 +2024-09-05 07:57:07.994 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 683600 +2024-09-05 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08:24:23.450 | INFO | __main__:valid_steps:212 - Iter 698000 | Dataset Set5 | AVG Val PSNR: 30.698877 +2024-09-05 08:24:26.064 | INFO | __main__:valid_steps:212 - Iter 698000 | Dataset Set14 | AVG Val PSNR: 27.655640 +2024-09-05 08:24:48.512 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 698200 +2024-09-05 08:25:10.797 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 698400 +2024-09-05 08:25:33.099 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 698600 +2024-09-05 08:25:55.407 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 698800 +2024-09-05 08:26:17.633 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 699000 +2024-09-05 08:26:39.964 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 699200 +2024-09-05 08:27:02.279 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 699400 +2024-09-05 08:27:24.580 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 699600 +2024-09-05 08:27:46.854 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 699800 +2024-09-05 08:28:09.074 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 700000 +2024-09-05 08:28:10.480 | INFO | __main__:valid_steps:212 - Iter 700000 | Dataset Set5 | AVG Val PSNR: 30.696823 +2024-09-05 08:28:13.222 | INFO | __main__:valid_steps:212 - Iter 700000 | Dataset Set14 | AVG Val PSNR: 27.649708 +2024-09-05 08:28:13.446 | INFO | __main__:train:374 - Complete diff --git a/mulut+ours/auto-sample-gelu-1x7/LUT_x4_4bit_int8_s0_0.npy b/mulut+ours/auto-sample-gelu-1x7/LUT_x4_4bit_int8_s0_0.npy new file mode 100644 index 0000000000000000000000000000000000000000..8a9dbefd8a976f503dcef3da1fdba19a28338a3f --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7/LUT_x4_4bit_int8_s0_0.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f2380960eed87205f69fe6049d102f8c720ab32a32855bf6b383da5da362ca1 +size 83649 diff --git a/mulut+ours/auto-sample-gelu-1x7/LUT_x4_4bit_int8_s0_0_sampler.npy 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b/mulut+ours/auto-sample-gelu-1x7/Model_274000.pth new file mode 100644 index 0000000000000000000000000000000000000000..e6a5be88b842a606c13af86ab0b37ccc9323a7f9 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7/Model_274000.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b969a85484036867fe84d9881646980cab277a47b2f1926f06ec112063d59133 +size 379108 diff --git a/mulut+ours/auto-sample-gelu-1x7/lutft-2024-09-20_09-08-56_982614.log b/mulut+ours/auto-sample-gelu-1x7/lutft-2024-09-20_09-08-56_982614.log new file mode 100644 index 0000000000000000000000000000000000000000..e65ed0067b320f13d4f41f7f60fee8f2b8994f5b --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7/lutft-2024-09-20_09-08-56_982614.log @@ -0,0 +1,44 @@ +2024-09-20 09:08:57.166 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x7/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x7/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 7 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x7/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-20 09:21:42.785 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-20 09:22:22.864 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-20 09:22:24.973 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-20 09:26:33.939 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 8.102442, AVG: SSIM: 0.153485 +2024-09-20 09:26:54.996 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 7.927906, AVG: SSIM: 0.143602 +2024-09-20 09:28:55.723 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 8.901691, AVG: SSIM: 0.168045 +2024-09-20 09:34:14.409 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Urban100 | AVG PSNR: 7.817934, AVG: SSIM: 0.142327 diff --git a/mulut+ours/auto-sample-gelu-1x7/lutft-2024-09-20_09-38-35_221570.log b/mulut+ours/auto-sample-gelu-1x7/lutft-2024-09-20_09-38-35_221570.log new file mode 100644 index 0000000000000000000000000000000000000000..9c0acdd542f7a413148cbe9da7f2ba2e9cd8c030 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7/lutft-2024-09-20_09-38-35_221570.log @@ -0,0 +1,43 @@ +2024-09-20 09:38:35.679 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x7/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x7/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 7 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x7/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-20 09:49:14.334 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-20 09:49:58.017 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-20 09:49:59.867 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-20 09:52:53.350 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 9.280794, AVG: SSIM: 0.091324 +2024-09-20 09:53:14.160 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 9.151969, AVG: SSIM: 0.084369 +2024-09-20 09:55:13.419 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 9.971977, AVG: SSIM: 0.114766 diff --git a/mulut+ours/auto-sample-gelu-1x7/lutft-2024-09-20_10-00-38_273551.log b/mulut+ours/auto-sample-gelu-1x7/lutft-2024-09-20_10-00-38_273551.log new file mode 100644 index 0000000000000000000000000000000000000000..cfb4f253a3231339f7f5b614747f54159cd35a83 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7/lutft-2024-09-20_10-00-38_273551.log @@ -0,0 +1,42 @@ +2024-09-20 10:00:38.593 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x7/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x7/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 7 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x7/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-20 10:08:53.678 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-20 10:09:21.705 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-20 10:09:23.475 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-20 10:11:07.382 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 9.128386, AVG: SSIM: 0.043156 +2024-09-20 10:11:27.827 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 9.181426, AVG: SSIM: 0.035122 diff --git a/mulut+ours/auto-sample-gelu-1x7/train-2024-03-09_12-39-19_802309.log b/mulut+ours/auto-sample-gelu-1x7/train-2024-03-09_12-39-19_802309.log new file mode 100644 index 0000000000000000000000000000000000000000..cd6bbff8ce74770436db590a380736bc5061ca8f --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7/train-2024-03-09_12-39-19_802309.log @@ -0,0 +1,1791 @@ +2024-03-09 12:39:19.813 | INFO | __main__:main:354 - ----------------- Options --------------- +2024-03-09 12:39:19.813 | INFO | __main__:main:354 - activateFunction: gelu [default: relu] +2024-03-09 12:39:19.813 | INFO | __main__:main:354 - batchSize: 32 +2024-03-09 12:39:19.814 | INFO | __main__:main:354 - cropSize: 48 +2024-03-09 12:39:19.814 | INFO | __main__:main:354 - debug: False +2024-03-09 12:39:19.814 | INFO | __main__:main:354 - displayStep: 100 +2024-03-09 12:39:19.814 | INFO | __main__:main:354 - expDir: ../models/auto-sample-gelu-1x7 [default: ] +2024-03-09 12:39:19.814 | INFO | __main__:main:354 - gpuNum: 1 +2024-03-09 12:39:19.815 | INFO | __main__:main:354 - gradientStep: 250 +2024-03-09 12:39:19.815 | INFO | __main__:main:354 - interval: 4 +2024-03-09 12:39:19.815 | INFO | __main__:main:354 - isTrain: True [default: None] +2024-03-09 12:39:19.815 | INFO | __main__:main:354 - load_from_opt_file: False +2024-03-09 12:39:19.815 | INFO | __main__:main:354 - lr0: 0.001 +2024-03-09 12:39:19.815 | INFO | __main__:main:354 - lr1: 0.0001 +2024-03-09 12:39:19.816 | INFO | __main__:main:354 - model: SRNets +2024-03-09 12:39:19.816 | INFO | __main__:main:354 - modelPath: ../models/auto-sample-gelu-1x7/Model.pth [default: None] +2024-03-09 12:39:19.816 | INFO | __main__:main:354 - modelRoot: ../models +2024-03-09 12:39:19.816 | INFO | __main__:main:354 - nf: 64 +2024-03-09 12:39:19.816 | INFO | __main__:main:354 - numSamplers: 1 [default: 3] +2024-03-09 12:39:19.816 | INFO | __main__:main:354 - qf: 20 +2024-03-09 12:39:19.817 | INFO | __main__:main:354 - sampleSize: 7 [default: 3] +2024-03-09 12:39:19.817 | INFO | __main__:main:354 - saveStep: 2000 +2024-03-09 12:39:19.817 | INFO | __main__:main:354 - scale: 4 +2024-03-09 12:39:19.817 | INFO | __main__:main:354 - sigma: 25 +2024-03-09 12:39:19.817 | INFO | __main__:main:354 - stages: 2 +2024-03-09 12:39:19.818 | INFO | __main__:main:354 - startIter: 0 +2024-03-09 12:39:19.818 | INFO | __main__:main:354 - task: sr +2024-03-09 12:39:19.818 | INFO | __main__:main:354 - totalIter: 500000 [default: 200000] +2024-03-09 12:39:19.818 | INFO | __main__:main:354 - trainDir: ../data/DIV2K +2024-03-09 12:39:19.818 | INFO | __main__:main:354 - valDir: ../data/SRBenchmark +2024-03-09 12:39:19.818 | INFO | __main__:main:354 - valServer: none +2024-03-09 12:39:19.819 | INFO | __main__:main:354 - valServerMode: False +2024-03-09 12:39:19.819 | INFO | __main__:main:354 - valStep: 2000 +2024-03-09 12:39:19.819 | INFO | __main__:main:354 - valoutDir: ../models/auto-sample-gelu-1x7/val [default: None] +2024-03-09 12:39:19.819 | INFO | __main__:main:354 - weightDecay: 0 +2024-03-09 12:39:19.819 | INFO | __main__:main:354 - workerNum: 8 +2024-03-09 12:39:19.820 | INFO | __main__:main:354 - ----------------- End ------------------- +2024-03-09 12:39:24.665 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-03-09 12:39:24.893 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-03-09 12:39:25.503 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-03-09 12:42:23.459 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 2000 +2024-03-09 12:42:25.453 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set5 | AVG Val PSNR: 25.951229 +2024-03-09 12:42:29.030 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set14 | AVG Val PSNR: 24.494318 +2024-03-09 12:42:39.110 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset B100 | AVG Val PSNR: 24.715809 +2024-03-09 12:43:25.599 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Urban100 | AVG Val PSNR: 21.938999 +2024-03-09 12:44:16.983 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Manga109 | AVG Val PSNR: 23.129190 +2024-03-09 12:47:01.670 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset DIV2K | AVG Val PSNR: 26.614729 +2024-03-09 12:49:58.347 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 4000 +2024-03-09 12:49:59.850 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Set5 | AVG Val PSNR: 27.259098 +2024-03-09 12:50:02.758 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Set14 | AVG Val PSNR: 25.432316 +2024-03-09 12:50:12.775 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset B100 | AVG Val PSNR: 25.450142 +2024-03-09 12:50:51.396 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Urban100 | AVG Val PSNR: 22.680347 +2024-03-09 12:51:40.937 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Manga109 | AVG Val PSNR: 24.329094 +2024-03-09 12:54:09.538 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset DIV2K | AVG Val PSNR: 27.590347 +2024-03-09 12:57:05.946 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 6000 +2024-03-09 12:57:07.450 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Set5 | AVG Val PSNR: 28.766140 +2024-03-09 12:57:10.359 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Set14 | AVG Val PSNR: 26.326176 +2024-03-09 12:57:20.206 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset B100 | AVG Val PSNR: 26.103298 +2024-03-09 12:57:58.400 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Urban100 | AVG Val PSNR: 23.365656 +2024-03-09 12:58:47.980 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Manga109 | AVG Val PSNR: 25.527557 +2024-03-09 13:01:15.648 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset DIV2K | AVG Val PSNR: 28.352070 +2024-03-09 13:04:12.161 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 8000 +2024-03-09 13:04:13.634 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Set5 | AVG Val PSNR: 29.458609 +2024-03-09 13:04:16.604 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Set14 | AVG Val PSNR: 26.756819 +2024-03-09 13:04:26.413 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset B100 | AVG Val PSNR: 26.400442 +2024-03-09 13:05:04.622 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Urban100 | AVG Val PSNR: 23.704102 +2024-03-09 13:05:55.019 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Manga109 | AVG Val PSNR: 26.239353 +2024-03-09 13:08:24.451 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset DIV2K | AVG Val PSNR: 28.695818 +2024-03-09 13:11:21.132 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 10000 +2024-03-09 13:11:22.633 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Set5 | AVG Val PSNR: 29.679678 +2024-03-09 13:11:25.587 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Set14 | AVG Val PSNR: 26.911898 +2024-03-09 13:11:35.472 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset B100 | AVG Val PSNR: 26.502739 +2024-03-09 13:12:13.958 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Urban100 | AVG Val PSNR: 23.822317 +2024-03-09 13:13:04.128 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Manga109 | AVG Val PSNR: 26.493996 +2024-03-09 13:15:32.852 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset DIV2K | AVG Val PSNR: 28.815645 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Dataset B100 | AVG Val PSNR: 26.897049 +2024-03-10 16:33:17.985 | INFO | __main__:valid_steps:188 - Iter 470000 | Dataset Urban100 | AVG Val PSNR: 24.473370 +2024-03-10 16:34:06.539 | INFO | __main__:valid_steps:188 - Iter 470000 | Dataset Manga109 | AVG Val PSNR: 27.922346 +2024-03-10 16:36:33.137 | INFO | __main__:valid_steps:188 - Iter 470000 | Dataset DIV2K | AVG Val PSNR: 29.221020 +2024-03-10 16:39:29.846 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 472000 +2024-03-10 16:39:31.543 | INFO | __main__:valid_steps:188 - Iter 472000 | Dataset Set5 | AVG Val PSNR: 30.657490 +2024-03-10 16:39:34.853 | INFO | __main__:valid_steps:188 - Iter 472000 | Dataset Set14 | AVG Val PSNR: 27.595366 +2024-03-10 16:39:45.041 | INFO | __main__:valid_steps:188 - Iter 472000 | Dataset B100 | AVG Val PSNR: 26.844938 +2024-03-10 16:40:24.140 | INFO | __main__:valid_steps:188 - Iter 472000 | Dataset Urban100 | AVG Val PSNR: 24.472431 +2024-03-10 16:41:15.296 | INFO | __main__:valid_steps:188 - Iter 472000 | Dataset Manga109 | AVG Val PSNR: 27.983755 +2024-03-10 16:43:44.107 | INFO | __main__:valid_steps:188 - Iter 472000 | Dataset DIV2K | AVG Val PSNR: 29.230873 +2024-03-10 16:46:40.718 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 474000 +2024-03-10 16:46:42.365 | INFO | __main__:valid_steps:188 - Iter 474000 | Dataset Set5 | AVG Val PSNR: 30.668005 +2024-03-10 16:46:45.463 | INFO | __main__:valid_steps:188 - Iter 474000 | Dataset Set14 | AVG Val PSNR: 27.640240 +2024-03-10 16:46:55.338 | INFO | __main__:valid_steps:188 - Iter 474000 | Dataset B100 | AVG Val PSNR: 26.909285 +2024-03-10 16:47:34.085 | INFO | __main__:valid_steps:188 - Iter 474000 | Dataset Urban100 | AVG Val PSNR: 24.492956 +2024-03-10 16:48:23.991 | INFO | __main__:valid_steps:188 - Iter 474000 | Dataset Manga109 | AVG Val PSNR: 28.019581 +2024-03-10 16:50:50.325 | INFO | __main__:valid_steps:188 - Iter 474000 | Dataset DIV2K | AVG Val PSNR: 29.250942 +2024-03-10 16:53:46.843 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 476000 +2024-03-10 16:53:48.546 | INFO | __main__:valid_steps:188 - Iter 476000 | Dataset Set5 | AVG Val PSNR: 30.735779 +2024-03-10 16:53:51.614 | INFO | __main__:valid_steps:188 - Iter 476000 | Dataset Set14 | AVG Val PSNR: 27.668806 +2024-03-10 16:54:01.526 | INFO | __main__:valid_steps:188 - Iter 476000 | Dataset B100 | AVG Val PSNR: 26.918320 +2024-03-10 16:54:40.165 | INFO | __main__:valid_steps:188 - Iter 476000 | Dataset Urban100 | AVG Val PSNR: 24.509548 +2024-03-10 16:55:31.023 | INFO | __main__:valid_steps:188 - Iter 476000 | Dataset Manga109 | AVG Val PSNR: 28.053865 +2024-03-10 16:57:57.188 | INFO | __main__:valid_steps:188 - Iter 476000 | Dataset DIV2K | AVG Val PSNR: 29.270760 +2024-03-10 17:00:53.796 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 478000 +2024-03-10 17:00:55.501 | INFO | __main__:valid_steps:188 - Iter 478000 | Dataset Set5 | AVG Val PSNR: 30.739218 +2024-03-10 17:00:58.550 | INFO | 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17:08:51.849 | INFO | __main__:valid_steps:188 - Iter 480000 | Dataset Urban100 | AVG Val PSNR: 24.507202 +2024-03-10 17:09:41.592 | INFO | __main__:valid_steps:188 - Iter 480000 | Dataset Manga109 | AVG Val PSNR: 28.051342 +2024-03-10 17:12:07.436 | INFO | __main__:valid_steps:188 - Iter 480000 | Dataset DIV2K | AVG Val PSNR: 29.267540 +2024-03-10 17:15:04.014 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 482000 +2024-03-10 17:15:05.643 | INFO | __main__:valid_steps:188 - Iter 482000 | Dataset Set5 | AVG Val PSNR: 30.695210 +2024-03-10 17:15:08.776 | INFO | __main__:valid_steps:188 - Iter 482000 | Dataset Set14 | AVG Val PSNR: 27.647947 +2024-03-10 17:15:18.760 | INFO | __main__:valid_steps:188 - Iter 482000 | Dataset B100 | AVG Val PSNR: 26.902927 +2024-03-10 17:15:57.371 | INFO | __main__:valid_steps:188 - Iter 482000 | Dataset Urban100 | AVG Val PSNR: 24.492468 +2024-03-10 17:16:47.700 | INFO | __main__:valid_steps:188 - Iter 482000 | Dataset Manga109 | AVG Val PSNR: 27.990734 +2024-03-10 17:19:13.530 | INFO | __main__:valid_steps:188 - Iter 482000 | Dataset DIV2K | AVG Val PSNR: 29.255970 +2024-03-10 17:22:10.284 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 484000 +2024-03-10 17:22:11.998 | INFO | __main__:valid_steps:188 - Iter 484000 | Dataset Set5 | AVG Val PSNR: 30.697718 +2024-03-10 17:22:15.041 | INFO | __main__:valid_steps:188 - Iter 484000 | Dataset Set14 | AVG Val PSNR: 27.628799 +2024-03-10 17:22:25.002 | INFO | __main__:valid_steps:188 - Iter 484000 | Dataset B100 | AVG Val PSNR: 26.901051 +2024-03-10 17:23:03.618 | INFO | __main__:valid_steps:188 - Iter 484000 | Dataset Urban100 | AVG Val PSNR: 24.484909 +2024-03-10 17:23:54.780 | INFO | __main__:valid_steps:188 - Iter 484000 | Dataset Manga109 | AVG Val PSNR: 27.913082 +2024-03-10 17:26:21.075 | INFO | __main__:valid_steps:188 - Iter 484000 | Dataset DIV2K | AVG Val PSNR: 29.246138 +2024-03-10 17:29:17.866 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 486000 +2024-03-10 17:29:19.515 | INFO | __main__:valid_steps:188 - Iter 486000 | Dataset Set5 | AVG Val PSNR: 30.650204 +2024-03-10 17:29:22.537 | INFO | __main__:valid_steps:188 - Iter 486000 | Dataset Set14 | AVG Val PSNR: 27.633669 +2024-03-10 17:29:32.496 | INFO | __main__:valid_steps:188 - Iter 486000 | Dataset B100 | AVG Val PSNR: 26.902607 +2024-03-10 17:30:11.044 | INFO | __main__:valid_steps:188 - Iter 486000 | Dataset Urban100 | AVG Val PSNR: 24.464272 +2024-03-10 17:31:01.321 | INFO | __main__:valid_steps:188 - Iter 486000 | Dataset Manga109 | AVG Val PSNR: 27.942339 +2024-03-10 17:33:27.437 | INFO | __main__:valid_steps:188 - Iter 486000 | Dataset DIV2K | AVG Val PSNR: 29.245560 +2024-03-10 17:36:23.985 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 488000 +2024-03-10 17:36:25.651 | INFO | __main__:valid_steps:188 - Iter 488000 | Dataset Set5 | AVG Val PSNR: 30.718420 +2024-03-10 17:36:28.694 | INFO | __main__:valid_steps:188 - Iter 488000 | Dataset Set14 | AVG Val PSNR: 27.667688 +2024-03-10 17:36:38.670 | INFO | __main__:valid_steps:188 - Iter 488000 | Dataset B100 | AVG Val PSNR: 26.902370 +2024-03-10 17:37:18.101 | INFO | __main__:valid_steps:188 - Iter 488000 | Dataset Urban100 | AVG Val PSNR: 24.499929 +2024-03-10 17:38:08.754 | INFO | __main__:valid_steps:188 - Iter 488000 | Dataset Manga109 | AVG Val PSNR: 28.017130 +2024-03-10 17:40:36.110 | INFO | __main__:valid_steps:188 - Iter 488000 | Dataset DIV2K | AVG Val PSNR: 29.269882 +2024-03-10 17:43:32.703 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 490000 +2024-03-10 17:43:34.322 | INFO | __main__:valid_steps:188 - Iter 490000 | Dataset Set5 | AVG Val PSNR: 30.695080 +2024-03-10 17:43:37.343 | INFO | __main__:valid_steps:188 - Iter 490000 | Dataset Set14 | AVG Val PSNR: 27.647928 +2024-03-10 17:43:47.273 | INFO | __main__:valid_steps:188 - Iter 490000 | Dataset B100 | AVG Val PSNR: 26.895103 +2024-03-10 17:44:25.880 | INFO | __main__:valid_steps:188 - Iter 490000 | Dataset Urban100 | AVG Val PSNR: 24.476646 +2024-03-10 17:45:15.225 | INFO | __main__:valid_steps:188 - Iter 490000 | Dataset Manga109 | AVG Val PSNR: 27.928284 +2024-03-10 17:47:41.144 | INFO | __main__:valid_steps:188 - Iter 490000 | Dataset DIV2K | AVG Val PSNR: 29.252329 +2024-03-10 17:50:37.852 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 492000 +2024-03-10 17:50:39.498 | INFO | __main__:valid_steps:188 - Iter 492000 | Dataset Set5 | AVG Val PSNR: 30.706085 +2024-03-10 17:50:42.571 | INFO | __main__:valid_steps:188 - Iter 492000 | Dataset Set14 | AVG Val PSNR: 27.653240 +2024-03-10 17:50:52.532 | INFO | __main__:valid_steps:188 - Iter 492000 | Dataset B100 | AVG Val PSNR: 26.889141 +2024-03-10 17:51:31.130 | INFO | __main__:valid_steps:188 - Iter 492000 | Dataset Urban100 | AVG Val PSNR: 24.489412 +2024-03-10 17:52:21.970 | INFO | __main__:valid_steps:188 - Iter 492000 | Dataset Manga109 | AVG Val PSNR: 27.977230 +2024-03-10 17:54:47.779 | INFO | __main__:valid_steps:188 - Iter 492000 | Dataset DIV2K | AVG Val PSNR: 29.246914 +2024-03-10 17:57:44.519 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 494000 +2024-03-10 17:57:46.201 | INFO | __main__:valid_steps:188 - Iter 494000 | Dataset Set5 | AVG Val PSNR: 30.668570 +2024-03-10 17:57:49.295 | INFO | __main__:valid_steps:188 - Iter 494000 | Dataset Set14 | AVG Val PSNR: 27.636219 +2024-03-10 17:57:59.246 | INFO | __main__:valid_steps:188 - Iter 494000 | Dataset B100 | AVG Val PSNR: 26.911316 +2024-03-10 17:58:38.123 | INFO | __main__:valid_steps:188 - Iter 494000 | Dataset Urban100 | AVG Val PSNR: 24.479712 +2024-03-10 17:59:27.271 | INFO | __main__:valid_steps:188 - Iter 494000 | Dataset Manga109 | AVG Val PSNR: 27.913456 +2024-03-10 18:01:54.047 | INFO | __main__:valid_steps:188 - Iter 494000 | Dataset DIV2K | AVG Val PSNR: 29.238958 +2024-03-10 18:04:50.549 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 496000 +2024-03-10 18:04:52.253 | INFO | __main__:valid_steps:188 - Iter 496000 | Dataset Set5 | AVG Val PSNR: 30.707214 +2024-03-10 18:04:55.323 | INFO | __main__:valid_steps:188 - Iter 496000 | Dataset Set14 | AVG Val PSNR: 27.651251 +2024-03-10 18:05:05.239 | INFO | __main__:valid_steps:188 - Iter 496000 | Dataset B100 | AVG Val PSNR: 26.890770 +2024-03-10 18:05:44.302 | INFO | __main__:valid_steps:188 - Iter 496000 | Dataset Urban100 | AVG Val PSNR: 24.494595 +2024-03-10 18:06:34.566 | INFO | __main__:valid_steps:188 - Iter 496000 | Dataset Manga109 | AVG Val PSNR: 28.025904 +2024-03-10 18:09:02.485 | INFO | __main__:valid_steps:188 - Iter 496000 | Dataset DIV2K | AVG Val PSNR: 29.241053 +2024-03-10 18:11:59.119 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 498000 +2024-03-10 18:12:00.823 | INFO | __main__:valid_steps:188 - Iter 498000 | Dataset Set5 | AVG Val PSNR: 30.733944 +2024-03-10 18:12:03.844 | INFO | __main__:valid_steps:188 - Iter 498000 | Dataset Set14 | AVG Val PSNR: 27.677965 +2024-03-10 18:12:13.757 | INFO | __main__:valid_steps:188 - Iter 498000 | Dataset B100 | AVG Val PSNR: 26.908747 +2024-03-10 18:12:52.316 | INFO | __main__:valid_steps:188 - Iter 498000 | Dataset Urban100 | AVG Val PSNR: 24.513294 +2024-03-10 18:13:42.075 | INFO | __main__:valid_steps:188 - Iter 498000 | Dataset Manga109 | AVG Val PSNR: 28.046000 +2024-03-10 18:16:07.290 | INFO | __main__:valid_steps:188 - Iter 498000 | Dataset DIV2K | AVG Val PSNR: 29.274160 +2024-03-10 18:19:04.038 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 500000 +2024-03-10 18:19:05.697 | INFO | __main__:valid_steps:188 - Iter 500000 | Dataset Set5 | AVG Val PSNR: 30.669485 +2024-03-10 18:19:08.821 | INFO | __main__:valid_steps:188 - Iter 500000 | Dataset Set14 | AVG Val PSNR: 27.620014 +2024-03-10 18:19:18.824 | INFO | __main__:valid_steps:188 - Iter 500000 | Dataset B100 | AVG Val PSNR: 26.897676 +2024-03-10 18:19:57.623 | INFO | __main__:valid_steps:188 - Iter 500000 | Dataset Urban100 | AVG Val PSNR: 24.475153 +2024-03-10 18:20:48.264 | INFO | __main__:valid_steps:188 - Iter 500000 | Dataset Manga109 | AVG Val PSNR: 27.923164 +2024-03-10 18:23:15.043 | INFO | __main__:valid_steps:188 - Iter 500000 | Dataset DIV2K | AVG Val PSNR: 29.241812 +2024-03-10 18:23:15.353 | INFO | __main__:train:326 - Complete diff --git a/mulut+ours/auto-sample-gelu-1x7/train-2024-08-22_12-27-17_105020.log b/mulut+ours/auto-sample-gelu-1x7/train-2024-08-22_12-27-17_105020.log new file mode 100644 index 0000000000000000000000000000000000000000..4460e1f41200d2c679fc79fc382fed24f0a35ed2 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7/train-2024-08-22_12-27-17_105020.log @@ -0,0 +1,35 @@ +2024-08-22 12:27:17.116 | INFO | __main__:main:394 - ----------------- Options --------------- +2024-08-22 12:27:17.116 | INFO | __main__:main:394 - activateFunction: gelu [default: relu] +2024-08-22 12:27:17.117 | INFO | __main__:main:394 - batchSize: 32 +2024-08-22 12:27:17.117 | INFO | __main__:main:394 - cropSize: 48 +2024-08-22 12:27:17.117 | INFO | __main__:main:394 - debug: False +2024-08-22 12:27:17.117 | INFO | __main__:main:394 - displayStep: 100 +2024-08-22 12:27:17.118 | INFO | __main__:main:394 - expDir: ../models/auto-sample-gelu-1x7 [default: ] +2024-08-22 12:27:17.118 | INFO | __main__:main:394 - gpuNum: 1 +2024-08-22 12:27:17.118 | INFO | __main__:main:394 - gradientStep: 250 +2024-08-22 12:27:17.118 | INFO | __main__:main:394 - interval: 4 +2024-08-22 12:27:17.118 | INFO | __main__:main:394 - isTrain: True [default: None] +2024-08-22 12:27:17.118 | INFO | __main__:main:394 - load_from_opt_file: False +2024-08-22 12:27:17.119 | INFO | __main__:main:394 - model: SRNets +2024-08-22 12:27:17.119 | INFO | __main__:main:394 - modelPath: ../models/auto-sample-gelu-1x7/Model.pth [default: None] +2024-08-22 12:27:17.119 | INFO | __main__:main:394 - modelRoot: ../models +2024-08-22 12:27:17.119 | INFO | __main__:main:394 - nf: 64 +2024-08-22 12:27:17.119 | INFO | __main__:main:394 - numSamplers: 1 [default: 3] +2024-08-22 12:27:17.119 | INFO | __main__:main:394 - qf: 20 +2024-08-22 12:27:17.120 | INFO | __main__:main:394 - sampleSize: 7 [default: 3] +2024-08-22 12:27:17.120 | INFO | __main__:main:394 - saveStep: 200 +2024-08-22 12:27:17.120 | INFO | __main__:main:394 - scale: 4 +2024-08-22 12:27:17.120 | INFO | __main__:main:394 - sigma: 25 +2024-08-22 12:27:17.120 | INFO | __main__:main:394 - stages: 2 +2024-08-22 12:27:17.121 | INFO | __main__:main:394 - startIter: 500000 [default: 0] +2024-08-22 12:27:17.121 | INFO | __main__:main:394 - task: sr +2024-08-22 12:27:17.121 | INFO | __main__:main:394 - totalIter: 600000 [default: 200000] +2024-08-22 12:27:17.121 | INFO | __main__:main:394 - trainDir: ../data/DIV2K +2024-08-22 12:27:17.121 | INFO | __main__:main:394 - valDir: ../data/SRBenchmark +2024-08-22 12:27:17.121 | INFO | __main__:main:394 - valServer: none +2024-08-22 12:27:17.122 | INFO | __main__:main:394 - valServerMode: False +2024-08-22 12:27:17.122 | INFO | __main__:main:394 - valStep: 2000 +2024-08-22 12:27:17.122 | INFO | __main__:main:394 - valoutDir: ../models/auto-sample-gelu-1x7/val [default: None] +2024-08-22 12:27:17.122 | INFO | __main__:main:394 - weightDecay: 0 +2024-08-22 12:27:17.122 | INFO | __main__:main:394 - workerNum: 8 +2024-08-22 12:27:17.122 | INFO | __main__:main:394 - ----------------- End ------------------- diff --git a/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-13-03_716803.log b/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-13-03_716803.log new file mode 100644 index 0000000000000000000000000000000000000000..4736eef7314fd00c508f22ab527524648adf8e97 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-13-03_716803.log @@ -0,0 +1,37 @@ +2024-09-20 10:13:04.035 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-20 10:13:04.036 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-20 10:13:04.037 | INFO | __main__:main:384 - batchSize: 32 +2024-09-20 10:13:04.038 | INFO | __main__:main:384 - cropSize: 48 +2024-09-20 10:13:04.038 | INFO | __main__:main:384 - debug: False +2024-09-20 10:13:04.039 | INFO | __main__:main:384 - displayStep: 100 +2024-09-20 10:13:04.040 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-1x7/ [default: ] +2024-09-20 10:13:04.041 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-20 10:13:04.042 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-20 10:13:04.042 | INFO | __main__:main:384 - interval: 4 +2024-09-20 10:13:04.043 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-20 10:13:04.044 | INFO | __main__:main:384 - lambda_lr: None +2024-09-20 10:13:04.045 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-20 10:13:04.046 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-20 10:13:04.046 | INFO | __main__:main:384 - model: SRNets +2024-09-20 10:13:04.047 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-1x7/Model.pth [default: None] +2024-09-20 10:13:04.048 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-20 10:13:04.049 | INFO | __main__:main:384 - nf: 64 +2024-09-20 10:13:04.049 | INFO | __main__:main:384 - numSamplers: 1 [default: 3] +2024-09-20 10:13:04.050 | INFO | __main__:main:384 - qf: 20 +2024-09-20 10:13:04.051 | INFO | __main__:main:384 - sampleSize: 7 [default: 3] +2024-09-20 10:13:04.051 | INFO | __main__:main:384 - saveStep: 200 +2024-09-20 10:13:04.052 | INFO | __main__:main:384 - scale: 4 +2024-09-20 10:13:04.052 | INFO | __main__:main:384 - sigma: 25 +2024-09-20 10:13:04.052 | INFO | __main__:main:384 - stages: 2 +2024-09-20 10:13:04.053 | INFO | __main__:main:384 - startIter: 500000 [default: 0] +2024-09-20 10:13:04.053 | INFO | __main__:main:384 - task: sr +2024-09-20 10:13:04.054 | INFO | __main__:main:384 - totalIter: 501000 [default: 200000] +2024-09-20 10:13:04.054 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-20 10:13:04.055 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-20 10:13:04.055 | INFO | __main__:main:384 - valServer: none +2024-09-20 10:13:04.056 | INFO | __main__:main:384 - valServerMode: False +2024-09-20 10:13:04.056 | INFO | __main__:main:384 - valStep: 2000 +2024-09-20 10:13:04.056 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-1x7/val [default: None] +2024-09-20 10:13:04.057 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-20 10:13:04.057 | INFO | __main__:main:384 - workerNum: 8 +2024-09-20 10:13:04.058 | INFO | __main__:main:384 - ----------------- End ------------------- diff --git a/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-26-05_470252.log b/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-26-05_470252.log new file mode 100644 index 0000000000000000000000000000000000000000..e12df6e2edd6b9d3b9fa08ec3c12f68945fbc8e9 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-26-05_470252.log @@ -0,0 +1,40 @@ +2024-09-20 10:26:05.492 | INFO | common.utils:logger_info:18 - Log level set to DEBUG +2024-09-20 10:26:05.493 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-20 10:26:05.493 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-20 10:26:05.494 | INFO | __main__:main:384 - batchSize: 32 +2024-09-20 10:26:05.494 | INFO | __main__:main:384 - cropSize: 48 +2024-09-20 10:26:05.495 | INFO | __main__:main:384 - debug: True [default: False] +2024-09-20 10:26:05.495 | INFO | __main__:main:384 - displayStep: 10 [default: 100] +2024-09-20 10:26:05.496 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-1x7/ [default: ] +2024-09-20 10:26:05.496 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-20 10:26:05.496 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-20 10:26:05.497 | INFO | __main__:main:384 - interval: 4 +2024-09-20 10:26:05.497 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-20 10:26:05.498 | INFO | __main__:main:384 - lambda_lr: None +2024-09-20 10:26:05.498 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-20 10:26:05.499 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-20 10:26:05.499 | INFO | __main__:main:384 - model: SRNets +2024-09-20 10:26:05.500 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-1x7/Model.pth [default: None] +2024-09-20 10:26:05.500 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-20 10:26:05.500 | INFO | __main__:main:384 - nf: 64 +2024-09-20 10:26:05.501 | INFO | __main__:main:384 - numSamplers: 1 [default: 3] +2024-09-20 10:26:05.501 | INFO | __main__:main:384 - qf: 20 +2024-09-20 10:26:05.502 | INFO | __main__:main:384 - sampleSize: 7 [default: 3] +2024-09-20 10:26:05.502 | INFO | __main__:main:384 - saveStep: 100 [default: 200] +2024-09-20 10:26:05.503 | INFO | __main__:main:384 - scale: 4 +2024-09-20 10:26:05.503 | INFO | __main__:main:384 - sigma: 25 +2024-09-20 10:26:05.504 | INFO | __main__:main:384 - stages: 2 +2024-09-20 10:26:05.504 | INFO | __main__:main:384 - startIter: 500000 [default: 0] +2024-09-20 10:26:05.505 | INFO | __main__:main:384 - task: sr +2024-09-20 10:26:05.505 | INFO | __main__:main:384 - totalIter: 200 [default: 200000] +2024-09-20 10:26:05.505 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-20 10:26:05.506 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-20 10:26:05.506 | INFO | __main__:main:384 - valServer: none +2024-09-20 10:26:05.507 | INFO | __main__:main:384 - valServerMode: False +2024-09-20 10:26:05.507 | INFO | __main__:main:384 - valStep: 50 [default: 2000] +2024-09-20 10:26:05.508 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-1x7/val [default: None] +2024-09-20 10:26:05.508 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-20 10:26:05.509 | INFO | __main__:main:384 - workerNum: 8 +2024-09-20 10:26:05.509 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-20 10:26:51.783 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-20 10:27:10.034 | INFO | __main__:train:356 - Complete diff --git a/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-28-12_205024.log b/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-28-12_205024.log new file mode 100644 index 0000000000000000000000000000000000000000..fbcdcef9d2ee1a74eff69d633eac568acf8664be --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-28-12_205024.log @@ -0,0 +1,40 @@ +2024-09-20 10:28:12.230 | INFO | common.utils:logger_info:18 - Log level set to DEBUG +2024-09-20 10:28:12.231 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-20 10:28:12.232 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-20 10:28:12.232 | INFO | __main__:main:384 - batchSize: 32 +2024-09-20 10:28:12.233 | INFO | __main__:main:384 - cropSize: 48 +2024-09-20 10:28:12.234 | INFO | __main__:main:384 - debug: True [default: False] +2024-09-20 10:28:12.235 | INFO | __main__:main:384 - displayStep: 10 [default: 100] +2024-09-20 10:28:12.235 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-1x7/ [default: ] +2024-09-20 10:28:12.236 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-20 10:28:12.237 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-20 10:28:12.237 | INFO | __main__:main:384 - interval: 4 +2024-09-20 10:28:12.237 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-20 10:28:12.238 | INFO | __main__:main:384 - lambda_lr: None +2024-09-20 10:28:12.238 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-20 10:28:12.239 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-20 10:28:12.239 | INFO | __main__:main:384 - model: SRNets +2024-09-20 10:28:12.240 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-1x7/Model.pth [default: None] +2024-09-20 10:28:12.240 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-20 10:28:12.241 | INFO | __main__:main:384 - nf: 64 +2024-09-20 10:28:12.241 | INFO | __main__:main:384 - numSamplers: 1 [default: 3] +2024-09-20 10:28:12.241 | INFO | __main__:main:384 - qf: 20 +2024-09-20 10:28:12.242 | INFO | __main__:main:384 - sampleSize: 7 [default: 3] +2024-09-20 10:28:12.242 | INFO | __main__:main:384 - saveStep: 100 [default: 200] +2024-09-20 10:28:12.243 | INFO | __main__:main:384 - scale: 4 +2024-09-20 10:28:12.243 | INFO | __main__:main:384 - sigma: 25 +2024-09-20 10:28:12.244 | INFO | __main__:main:384 - stages: 2 +2024-09-20 10:28:12.244 | INFO | __main__:main:384 - startIter: 500000 [default: 0] +2024-09-20 10:28:12.245 | INFO | __main__:main:384 - task: sr +2024-09-20 10:28:12.245 | INFO | __main__:main:384 - totalIter: 200 [default: 200000] +2024-09-20 10:28:12.245 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-20 10:28:12.246 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-20 10:28:12.246 | INFO | __main__:main:384 - valServer: none +2024-09-20 10:28:12.247 | INFO | __main__:main:384 - valServerMode: False +2024-09-20 10:28:12.247 | INFO | __main__:main:384 - valStep: 50 [default: 2000] +2024-09-20 10:28:12.248 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-1x7/val [default: None] +2024-09-20 10:28:12.248 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-20 10:28:12.248 | INFO | __main__:main:384 - workerNum: 8 +2024-09-20 10:28:12.249 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-20 10:28:45.626 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-20 10:28:46.962 | INFO | __main__:train:356 - Complete diff --git a/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-29-27_407025.log b/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-29-27_407025.log new file mode 100644 index 0000000000000000000000000000000000000000..955cba4604ec16236e1acb4235442c462f8ba981 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-29-27_407025.log @@ -0,0 +1,39 @@ +2024-09-20 10:29:27.428 | INFO | common.utils:logger_info:18 - Log level set to DEBUG +2024-09-20 10:29:27.429 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-20 10:29:27.430 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-20 10:29:27.430 | INFO | __main__:main:384 - batchSize: 32 +2024-09-20 10:29:27.431 | INFO | __main__:main:384 - cropSize: 48 +2024-09-20 10:29:27.431 | INFO | __main__:main:384 - debug: True [default: False] +2024-09-20 10:29:27.432 | INFO | __main__:main:384 - displayStep: 10 [default: 100] +2024-09-20 10:29:27.432 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-1x7/ [default: ] +2024-09-20 10:29:27.432 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-20 10:29:27.433 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-20 10:29:27.433 | INFO | __main__:main:384 - interval: 4 +2024-09-20 10:29:27.434 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-20 10:29:27.434 | INFO | __main__:main:384 - lambda_lr: None +2024-09-20 10:29:27.435 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-20 10:29:27.435 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-20 10:29:27.436 | INFO | __main__:main:384 - model: SRNets +2024-09-20 10:29:27.436 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-1x7/Model.pth [default: None] +2024-09-20 10:29:27.437 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-20 10:29:27.437 | INFO | __main__:main:384 - nf: 64 +2024-09-20 10:29:27.437 | INFO | __main__:main:384 - numSamplers: 1 [default: 3] +2024-09-20 10:29:27.438 | INFO | __main__:main:384 - qf: 20 +2024-09-20 10:29:27.438 | INFO | __main__:main:384 - sampleSize: 7 [default: 3] +2024-09-20 10:29:27.439 | INFO | __main__:main:384 - saveStep: 100 [default: 200] +2024-09-20 10:29:27.439 | INFO | __main__:main:384 - scale: 4 +2024-09-20 10:29:27.440 | INFO | __main__:main:384 - sigma: 25 +2024-09-20 10:29:27.440 | INFO | __main__:main:384 - stages: 2 +2024-09-20 10:29:27.441 | INFO | __main__:main:384 - startIter: 500000 [default: 0] +2024-09-20 10:29:27.441 | INFO | __main__:main:384 - task: sr +2024-09-20 10:29:27.442 | INFO | __main__:main:384 - totalIter: 510000 [default: 200000] +2024-09-20 10:29:27.442 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-20 10:29:27.442 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-20 10:29:27.443 | INFO | __main__:main:384 - valServer: none +2024-09-20 10:29:27.443 | INFO | __main__:main:384 - valServerMode: False +2024-09-20 10:29:27.444 | INFO | __main__:main:384 - valStep: 50 [default: 2000] +2024-09-20 10:29:27.444 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-1x7/val [default: None] +2024-09-20 10:29:27.445 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-20 10:29:27.445 | INFO | __main__:main:384 - workerNum: 8 +2024-09-20 10:29:27.446 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-20 10:30:05.995 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy diff --git a/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-30-25_996026.log b/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-30-25_996026.log new file mode 100644 index 0000000000000000000000000000000000000000..7d444c6c2453e3cee971ed43b924f521625a154e --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7/train-2024-09-20_10-30-25_996026.log @@ -0,0 +1,59 @@ +2024-09-20 10:30:26.017 | INFO | common.utils:logger_info:18 - Log level set to DEBUG +2024-09-20 10:30:26.018 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-20 10:30:26.019 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-20 10:30:26.019 | INFO | __main__:main:384 - batchSize: 32 +2024-09-20 10:30:26.020 | INFO | __main__:main:384 - cropSize: 48 +2024-09-20 10:30:26.020 | INFO | __main__:main:384 - debug: True [default: False] +2024-09-20 10:30:26.021 | INFO | __main__:main:384 - displayStep: 10 [default: 100] +2024-09-20 10:30:26.021 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-1x7/ [default: ] +2024-09-20 10:30:26.022 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-20 10:30:26.022 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-20 10:30:26.022 | INFO | __main__:main:384 - interval: 4 +2024-09-20 10:30:26.023 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-20 10:30:26.023 | INFO | __main__:main:384 - lambda_lr: False [default: None] +2024-09-20 10:30:26.024 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-20 10:30:26.024 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-20 10:30:26.025 | INFO | __main__:main:384 - model: SRNets +2024-09-20 10:30:26.025 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-1x7/Model.pth [default: None] +2024-09-20 10:30:26.025 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-20 10:30:26.026 | INFO | __main__:main:384 - nf: 64 +2024-09-20 10:30:26.026 | INFO | __main__:main:384 - numSamplers: 1 [default: 3] +2024-09-20 10:30:26.027 | INFO | __main__:main:384 - qf: 20 +2024-09-20 10:30:26.027 | INFO | __main__:main:384 - sampleSize: 7 [default: 3] +2024-09-20 10:30:26.028 | INFO | __main__:main:384 - saveStep: 100 [default: 200] +2024-09-20 10:30:26.028 | INFO | __main__:main:384 - scale: 4 +2024-09-20 10:30:26.029 | INFO | __main__:main:384 - sigma: 25 +2024-09-20 10:30:26.029 | INFO | __main__:main:384 - stages: 2 +2024-09-20 10:30:26.029 | INFO | __main__:main:384 - startIter: 500000 [default: 0] +2024-09-20 10:30:26.030 | INFO | __main__:main:384 - task: sr +2024-09-20 10:30:26.030 | INFO | __main__:main:384 - totalIter: 510000 [default: 200000] +2024-09-20 10:30:26.031 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-20 10:30:26.031 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-20 10:30:26.032 | INFO | __main__:main:384 - valServer: none +2024-09-20 10:30:26.032 | INFO | __main__:main:384 - valServerMode: False +2024-09-20 10:30:26.033 | INFO | __main__:main:384 - valStep: 50 [default: 2000] +2024-09-20 10:30:26.033 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-1x7/val [default: None] +2024-09-20 10:30:26.033 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-20 10:30:26.034 | INFO | __main__:main:384 - workerNum: 8 +2024-09-20 10:30:26.034 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-20 10:31:04.828 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-20 10:31:17.555 | INFO | __main__:valid_steps:194 - Iter 500050 | Dataset Set5 | AVG Val PSNR: 16.146227 +2024-09-20 10:31:27.441 | INFO | __main__:valid_steps:194 - Iter 500050 | Dataset Set14 | AVG Val PSNR: 15.832389 +2024-09-20 10:31:30.312 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500100 +2024-09-20 10:31:32.360 | INFO | __main__:valid_steps:194 - Iter 500100 | Dataset Set5 | AVG Val PSNR: 15.540006 +2024-09-20 10:31:35.597 | INFO | __main__:valid_steps:194 - Iter 500100 | Dataset Set14 | AVG Val PSNR: 15.109304 +2024-09-20 10:31:40.198 | INFO | __main__:valid_steps:194 - Iter 500150 | Dataset Set5 | AVG Val PSNR: 15.672653 +2024-09-20 10:31:43.534 | INFO | __main__:valid_steps:194 - Iter 500150 | Dataset Set14 | AVG Val PSNR: 15.223513 +2024-09-20 10:31:46.511 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500200 +2024-09-20 10:31:48.254 | INFO | __main__:valid_steps:194 - Iter 500200 | Dataset Set5 | AVG Val PSNR: 15.609906 +2024-09-20 10:31:51.427 | INFO | __main__:valid_steps:194 - Iter 500200 | Dataset Set14 | AVG Val PSNR: 15.179939 +2024-09-20 10:31:56.073 | INFO | __main__:valid_steps:194 - Iter 500250 | Dataset Set5 | AVG Val PSNR: 15.724703 +2024-09-20 10:31:59.363 | INFO | __main__:valid_steps:194 - Iter 500250 | Dataset Set14 | AVG Val PSNR: 15.282885 +2024-09-20 10:32:03.850 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500300 +2024-09-20 10:32:05.602 | INFO | __main__:valid_steps:194 - Iter 500300 | Dataset Set5 | AVG Val PSNR: 15.671931 +2024-09-20 10:32:08.838 | INFO | __main__:valid_steps:194 - Iter 500300 | Dataset Set14 | AVG Val PSNR: 15.244310 +2024-09-20 10:32:13.580 | INFO | __main__:valid_steps:194 - Iter 500350 | Dataset Set5 | AVG Val PSNR: 15.651129 +2024-09-20 10:32:16.660 | INFO | __main__:valid_steps:194 - Iter 500350 | Dataset Set14 | AVG Val PSNR: 15.228577 +2024-09-20 10:32:19.505 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500400 +2024-09-20 10:32:21.594 | INFO | __main__:valid_steps:194 - Iter 500400 | Dataset Set5 | AVG Val PSNR: 15.702815 +2024-09-20 10:32:24.906 | INFO | __main__:valid_steps:194 - Iter 500400 | Dataset Set14 | AVG Val PSNR: 15.272025 diff --git a/mulut+ours/auto-sample-gelu-1x7_2/LUT_x4_4bit_int8_s0_0.npy b/mulut+ours/auto-sample-gelu-1x7_2/LUT_x4_4bit_int8_s0_0.npy new file mode 100644 index 0000000000000000000000000000000000000000..20b20c7b77327152f8437514337d482f08c986d0 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7_2/LUT_x4_4bit_int8_s0_0.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96a939033bc396ac3fed7b9b15302a0be4df7678b23b0982ae340a4850b5359b +size 83649 diff --git a/mulut+ours/auto-sample-gelu-1x7_2/LUT_x4_4bit_int8_s0_0_sampler.npy b/mulut+ours/auto-sample-gelu-1x7_2/LUT_x4_4bit_int8_s0_0_sampler.npy new file mode 100644 index 0000000000000000000000000000000000000000..beaa42ed963599f324636f7f650b5db458bdf29b --- /dev/null +++ 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b/mulut+ours/auto-sample-gelu-1x7_2/Model_042200.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c021c4cb376613645d2fef9e953217469587e73bc2813cc5340854f606e8fab +size 379172 diff --git a/mulut+ours/auto-sample-gelu-1x7_2/lutft-2024-09-20_16-27-39_501012.log b/mulut+ours/auto-sample-gelu-1x7_2/lutft-2024-09-20_16-27-39_501012.log new file mode 100644 index 0000000000000000000000000000000000000000..f0a0c4881ed8dc23d8e2a5b1a3d8a359a5248ac3 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7_2/lutft-2024-09-20_16-27-39_501012.log @@ -0,0 +1,744 @@ +2024-09-20 16:27:39.658 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-1x7_2/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-1x7_2/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 1 [default: 3] + qf: 20 + sampleSize: 7 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-1x7_2/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-20 16:42:41.953 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-20 16:43:34.275 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-20 16:43:35.884 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-20 16:48:33.580 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 29.435944, AVG: SSIM: 0.812494 +2024-09-20 16:48:55.188 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 26.909977, AVG: SSIM: 0.715285 +2024-09-20 16:50:58.970 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 26.277596, AVG: SSIM: 0.669356 +2024-09-20 16:56:22.164 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Urban100 | AVG PSNR: 23.911388, AVG: SSIM: 0.674367 +2024-09-20 17:03:21.323 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Manga109 | AVG PSNR: 26.948208, AVG: SSIM: 0.819499 +2024-09-20 17:07:08.595 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-1x7_2/ | Iter: 100, Sample: 3200, GPixel:2.96e-03, dT:0.0021, rT:3.4820 +2024-09-20 17:10:54.147 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-1x7_2/ | Iter: 200, Sample: 6400, GPixel:2.84e-03, dT:0.0010, rT:2.2472 +2024-09-20 17:14:38.127 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-1x7_2/ | Iter: 300, Sample: 9600, GPixel:2.73e-03, dT:0.0012, 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| INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-1x7_2/ | Iter: 1000, Sample: 32000, GPixel:2.80e-03, dT:0.0010, rT:2.2397 +2024-09-20 17:44:37.201 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-1x7_2/ | Iter: 1100, Sample: 35200, GPixel:2.94e-03, dT:0.0010, rT:2.2613 +2024-09-20 17:48:22.091 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-1x7_2/ | Iter: 1200, Sample: 38400, GPixel:2.81e-03, dT:0.0009, rT:2.2397 +2024-09-20 17:52:10.664 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-1x7_2/ | Iter: 1300, Sample: 41600, GPixel:2.83e-03, dT:0.0010, rT:2.2773 +2024-09-20 17:55:57.442 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-1x7_2/ | Iter: 1400, Sample: 44800, GPixel:2.80e-03, dT:0.0011, rT:2.2587 +2024-09-20 17:59:40.285 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-1x7_2/ | Iter: 1500, Sample: 48000, GPixel:2.91e-03, dT:0.0011, rT:2.2195 +2024-09-20 18:03:26.080 | INFO | __main__::185 - 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a/mulut+ours/auto-sample-gelu-1x7_2/train-2024-09-20_10-33-07_652196.log b/mulut+ours/auto-sample-gelu-1x7_2/train-2024-09-20_10-33-07_652196.log new file mode 100644 index 0000000000000000000000000000000000000000..a847542be30d75b7d68cff368eb38944929fcb98 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-1x7_2/train-2024-09-20_10-33-07_652196.log @@ -0,0 +1,576 @@ +2024-09-20 10:33:07.672 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-20 10:33:07.673 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-20 10:33:07.673 | INFO | __main__:main:384 - batchSize: 32 +2024-09-20 10:33:07.674 | INFO | __main__:main:384 - cropSize: 48 +2024-09-20 10:33:07.674 | INFO | __main__:main:384 - debug: False +2024-09-20 10:33:07.675 | INFO | __main__:main:384 - displayStep: 100 +2024-09-20 10:33:07.675 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-1x7_2/ [default: ] +2024-09-20 10:33:07.676 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-20 10:33:07.676 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-20 10:33:07.677 | INFO | __main__:main:384 - interval: 4 +2024-09-20 10:33:07.677 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-20 10:33:07.678 | INFO | __main__:main:384 - lambda_lr: False [default: None] +2024-09-20 10:33:07.678 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-20 10:33:07.679 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-20 10:33:07.679 | INFO | __main__:main:384 - model: SRNets +2024-09-20 10:33:07.679 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-1x7_2/Model.pth [default: None] +2024-09-20 10:33:07.680 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-20 10:33:07.680 | INFO | __main__:main:384 - nf: 64 +2024-09-20 10:33:07.681 | INFO | __main__:main:384 - numSamplers: 1 [default: 3] +2024-09-20 10:33:07.681 | INFO | __main__:main:384 - qf: 20 +2024-09-20 10:33:07.682 | INFO | __main__:main:384 - sampleSize: 7 [default: 3] +2024-09-20 10:33:07.682 | INFO | __main__:main:384 - saveStep: 200 +2024-09-20 10:33:07.683 | INFO | __main__:main:384 - scale: 4 +2024-09-20 10:33:07.683 | INFO | __main__:main:384 - sigma: 25 +2024-09-20 10:33:07.683 | INFO | __main__:main:384 - stages: 2 +2024-09-20 10:33:07.684 | INFO | __main__:main:384 - startIter: 0 +2024-09-20 10:33:07.684 | INFO | __main__:main:384 - task: sr +2024-09-20 10:33:07.685 | INFO | __main__:main:384 - totalIter: 200000 +2024-09-20 10:33:07.685 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-20 10:33:07.686 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-20 10:33:07.686 | INFO | __main__:main:384 - valServer: none +2024-09-20 10:33:07.687 | INFO | __main__:main:384 - valServerMode: False +2024-09-20 10:33:07.687 | INFO | __main__:main:384 - valStep: 2000 +2024-09-20 10:33:07.687 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-1x7_2/val [default: None] +2024-09-20 10:33:07.688 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-20 10:33:07.688 | INFO | __main__:main:384 - workerNum: 8 +2024-09-20 10:33:07.689 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-20 10:35:26.142 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-20 10:36:02.440 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-20 10:36:04.178 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-20 10:36:55.329 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 200 +2024-09-20 10:37:35.099 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 400 +2024-09-20 10:38:15.088 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 600 +2024-09-20 10:38:55.092 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 800 +2024-09-20 10:39:34.941 | INFO | __main__:SaveCheckpoint:131 - 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Checkpoint saved 37600 +2024-09-20 12:46:54.113 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 37800 +2024-09-20 12:47:34.232 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 38000 +2024-09-20 12:47:39.635 | INFO | __main__:valid_steps:194 - Iter 38000 | Dataset Set5 | AVG Val PSNR: 30.446304 +2024-09-20 12:47:47.645 | INFO | __main__:valid_steps:194 - Iter 38000 | Dataset Set14 | AVG Val PSNR: 27.491806 +2024-09-20 12:48:28.390 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 38200 +2024-09-20 12:49:08.470 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 38400 +2024-09-20 12:49:48.592 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 38600 +2024-09-20 12:50:28.743 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 38800 +2024-09-20 12:51:08.793 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 39000 +2024-09-20 12:51:48.874 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 39200 +2024-09-20 12:52:29.045 | INFO | 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Checkpoint saved 48200 +2024-09-20 13:23:44.371 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 48400 +2024-09-20 13:24:24.591 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 48600 +2024-09-20 13:25:04.767 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 48800 +2024-09-20 13:25:44.879 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 49000 +2024-09-20 13:26:25.136 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 49200 +2024-09-20 13:27:05.387 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 49400 +2024-09-20 13:27:45.601 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 49600 +2024-09-20 13:28:25.828 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 49800 +2024-09-20 13:29:05.871 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 50000 +2024-09-20 13:29:11.067 | INFO | __main__:valid_steps:194 - Iter 50000 | Dataset Set5 | AVG Val PSNR: 30.431194 +2024-09-20 13:29:18.695 | INFO | __main__:valid_steps:194 - Iter 50000 | Dataset 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+size 753886 diff --git a/mulut+ours/auto-sample-gelu-2x3/lutft-2024-09-06_09-08-02_647676.log b/mulut+ours/auto-sample-gelu-2x3/lutft-2024-09-06_09-08-02_647676.log new file mode 100644 index 0000000000000000000000000000000000000000..3268902d257c07db53b26f5661234afb71cb2fd7 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x3/lutft-2024-09-06_09-08-02_647676.log @@ -0,0 +1,37 @@ +2024-09-06 09:08:02.669 | INFO | __main__::106 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-2x3 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-2x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 2 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-2x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- diff --git a/mulut+ours/auto-sample-gelu-2x3/lutft-2024-09-06_09-08-16_923841.log b/mulut+ours/auto-sample-gelu-2x3/lutft-2024-09-06_09-08-16_923841.log new file mode 100644 index 0000000000000000000000000000000000000000..ae963a893448d52b256e708421e5b07c0c58c885 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x3/lutft-2024-09-06_09-08-16_923841.log @@ -0,0 +1,2242 @@ +2024-09-06 09:08:16.944 | INFO | __main__::106 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-2x3 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: False [default: None] + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-2x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 2 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-2x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-06 09:08:24.263 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-06 09:08:24.531 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-06 09:08:25.836 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-06 09:08:35.255 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.142975, AVG: SSIM: 0.849392 +2024-09-06 09:08:55.945 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.300203, AVG: SSIM: 0.741920 +2024-09-06 09:13:13.719 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-2x3 | Iter: 100, Sample: 3200, GPixel:2.96e-03, dT:0.0020, rT:2.6105 +2024-09-06 09:16:59.977 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-2x3 | Iter: 200, Sample: 6400, GPixel:2.79e-03, dT:0.0014, rT:2.2596 +2024-09-06 09:21:18.421 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-2x3 | Iter: 300, Sample: 9600, GPixel:2.89e-03, dT:0.0013, rT:2.5814 +2024-09-06 09:25:04.610 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-2x3 | Iter: 400, Sample: 12800, GPixel:2.92e-03, dT:0.0018, rT:2.2588 +2024-09-06 09:29:19.984 | INFO | __main__::186 - ../models/no_res_bug/auto-sample-gelu-2x3 | Iter: 500, Sample: 16000, 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200000 | Dataset Set5 | AVG PSNR: 30.764477, AVG: SSIM: 0.868105 +2024-09-10 18:46:30.739 | INFO | __main__:valid_steps:66 - Iter 200000 | Dataset Set14 | AVG PSNR: 27.697927, AVG: SSIM: 0.757059 diff --git a/mulut+ours/auto-sample-gelu-2x3/lutft-2024-09-21_11-58-36_206175.log b/mulut+ours/auto-sample-gelu-2x3/lutft-2024-09-21_11-58-36_206175.log new file mode 100644 index 0000000000000000000000000000000000000000..fe8ee08826a0cedb65c79d5b6dbf3c16ae7a964a --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x3/lutft-2024-09-21_11-58-36_206175.log @@ -0,0 +1,227 @@ +2024-09-21 11:58:37.136 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-2x3/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-2x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 2 [default: 3] + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-2x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-21 12:14:08.779 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-21 12:15:02.383 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-21 12:15:05.700 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-21 12:20:19.069 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.143808, AVG: SSIM: 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../models/no_res_bug/auto-sample-gelu-2x3/ | Iter: 14700, Sample:470400, GPixel:2.83e-03, dT:0.0010, rT:4.0636 diff --git a/mulut+ours/auto-sample-gelu-2x3/train-2024-03-23_21-47-47_284019.log b/mulut+ours/auto-sample-gelu-2x3/train-2024-03-23_21-47-47_284019.log new file mode 100644 index 0000000000000000000000000000000000000000..c73bc034f3a25d189ab425b5bc3b63709f2c0991 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x3/train-2024-03-23_21-47-47_284019.log @@ -0,0 +1,741 @@ +2024-03-23 21:47:47.294 | INFO | __main__:main:354 - ----------------- Options --------------- +2024-03-23 21:47:47.295 | INFO | __main__:main:354 - activateFunction: gelu [default: relu] +2024-03-23 21:47:47.295 | INFO | __main__:main:354 - batchSize: 32 +2024-03-23 21:47:47.295 | INFO | __main__:main:354 - cropSize: 48 +2024-03-23 21:47:47.296 | INFO | __main__:main:354 - debug: False +2024-03-23 21:47:47.296 | INFO | __main__:main:354 - displayStep: 100 +2024-03-23 21:47:47.296 | INFO | __main__:main:354 - expDir: ../models/auto-sample-gelu-2x3 [default: ] +2024-03-23 21:47:47.296 | INFO | __main__:main:354 - gpuNum: 1 +2024-03-23 21:47:47.296 | INFO | __main__:main:354 - gradientStep: 250 +2024-03-23 21:47:47.296 | INFO | __main__:main:354 - interval: 4 +2024-03-23 21:47:47.297 | INFO | __main__:main:354 - isTrain: True [default: None] +2024-03-23 21:47:47.297 | INFO | __main__:main:354 - load_from_opt_file: False +2024-03-23 21:47:47.297 | INFO | __main__:main:354 - lr0: 0.001 +2024-03-23 21:47:47.297 | INFO | __main__:main:354 - lr1: 0.0001 +2024-03-23 21:47:47.297 | INFO | __main__:main:354 - model: SRNets +2024-03-23 21:47:47.298 | INFO | __main__:main:354 - modelPath: ../models/auto-sample-gelu-2x3/Model.pth [default: None] +2024-03-23 21:47:47.298 | INFO | __main__:main:354 - modelRoot: ../models +2024-03-23 21:47:47.298 | INFO | __main__:main:354 - nf: 64 +2024-03-23 21:47:47.298 | INFO | __main__:main:354 - numSamplers: 2 [default: 3] +2024-03-23 21:47:47.298 | INFO | __main__:main:354 - qf: 20 +2024-03-23 21:47:47.298 | INFO | __main__:main:354 - sampleSize: 3 +2024-03-23 21:47:47.299 | INFO | __main__:main:354 - saveStep: 2000 +2024-03-23 21:47:47.299 | INFO | __main__:main:354 - scale: 4 +2024-03-23 21:47:47.299 | INFO | __main__:main:354 - sigma: 25 +2024-03-23 21:47:47.299 | INFO | __main__:main:354 - stages: 2 +2024-03-23 21:47:47.299 | INFO | __main__:main:354 - startIter: 0 +2024-03-23 21:47:47.299 | INFO | __main__:main:354 - task: sr +2024-03-23 21:47:47.300 | INFO | __main__:main:354 - totalIter: 200000 +2024-03-23 21:47:47.300 | INFO | __main__:main:354 - trainDir: ../data/DIV2K +2024-03-23 21:47:47.300 | INFO | __main__:main:354 - valDir: ../data/SRBenchmark +2024-03-23 21:47:47.300 | INFO | __main__:main:354 - valServer: none +2024-03-23 21:47:47.300 | INFO | __main__:main:354 - valServerMode: False +2024-03-23 21:47:47.300 | INFO | __main__:main:354 - valStep: 2000 +2024-03-23 21:47:47.301 | INFO | __main__:main:354 - valoutDir: ../models/auto-sample-gelu-2x3/val [default: None] +2024-03-23 21:47:47.301 | INFO | __main__:main:354 - weightDecay: 0 +2024-03-23 21:47:47.301 | INFO | __main__:main:354 - workerNum: 8 +2024-03-23 21:47:47.301 | INFO | __main__:main:354 - ----------------- End ------------------- +2024-03-23 21:47:52.222 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-03-23 21:47:52.433 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-03-23 21:47:53.139 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-03-23 21:53:10.571 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 2000 +2024-03-23 21:53:13.003 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set5 | AVG Val PSNR: 29.217731 +2024-03-23 21:53:17.051 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set14 | AVG Val PSNR: 26.581987 +2024-03-23 21:53:27.943 | INFO | 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10000 | Dataset Set14 | AVG Val PSNR: 27.178944 +2024-03-23 22:32:51.463 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset B100 | AVG Val PSNR: 26.641350 +2024-03-23 22:33:33.444 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Urban100 | AVG Val PSNR: 24.031906 +2024-03-23 22:34:26.785 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Manga109 | AVG Val PSNR: 26.913383 +2024-03-23 22:37:04.970 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset DIV2K | AVG Val PSNR: 28.965899 +2024-03-23 22:42:20.739 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 12000 +2024-03-23 22:42:22.628 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Set5 | AVG Val PSNR: 30.068262 +2024-03-23 22:42:26.013 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Set14 | AVG Val PSNR: 27.217031 +2024-03-23 22:42:36.709 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset B100 | AVG Val PSNR: 26.657846 +2024-03-23 22:43:18.421 | INFO | __main__:valid_steps:188 - 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- Iter 18000 | Dataset Set5 | AVG Val PSNR: 30.209112 +2024-03-23 23:11:46.190 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset Set14 | AVG Val PSNR: 27.329666 +2024-03-23 23:11:57.181 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset B100 | AVG Val PSNR: 26.709343 +2024-03-23 23:12:38.979 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset Urban100 | AVG Val PSNR: 24.165474 +2024-03-23 23:13:32.394 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset Manga109 | AVG Val PSNR: 27.275633 +2024-03-23 23:16:08.324 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset DIV2K | AVG Val PSNR: 29.050346 +2024-03-23 23:21:24.705 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 20000 +2024-03-23 23:21:26.572 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset Set5 | AVG Val PSNR: 30.222034 +2024-03-23 23:21:29.929 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset Set14 | AVG Val PSNR: 27.342758 +2024-03-23 23:21:40.680 | INFO | 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23:50:36.316 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 26000 +2024-03-23 23:50:38.237 | INFO | __main__:valid_steps:188 - Iter 26000 | Dataset Set5 | AVG Val PSNR: 30.347462 +2024-03-23 23:50:41.681 | INFO | __main__:valid_steps:188 - Iter 26000 | Dataset Set14 | AVG Val PSNR: 27.435486 +2024-03-23 23:50:52.480 | INFO | __main__:valid_steps:188 - Iter 26000 | Dataset B100 | AVG Val PSNR: 26.764606 +2024-03-23 23:51:34.898 | INFO | __main__:valid_steps:188 - Iter 26000 | Dataset Urban100 | AVG Val PSNR: 24.258272 +2024-03-23 23:52:28.286 | INFO | __main__:valid_steps:188 - Iter 26000 | Dataset Manga109 | AVG Val PSNR: 27.479977 +2024-03-23 23:55:06.970 | INFO | __main__:valid_steps:188 - Iter 26000 | Dataset DIV2K | AVG Val PSNR: 29.091942 +2024-03-24 00:00:23.653 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 28000 +2024-03-24 00:00:25.791 | INFO | __main__:valid_steps:188 - Iter 28000 | Dataset Set5 | AVG Val PSNR: 29.329815 +2024-03-24 00:00:29.298 | INFO | 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12:52:15.244 | INFO | __main__:valid_steps:188 - Iter 186000 | Dataset Urban100 | AVG Val PSNR: 24.586327 +2024-03-24 12:53:08.709 | INFO | __main__:valid_steps:188 - Iter 186000 | Dataset Manga109 | AVG Val PSNR: 28.187975 +2024-03-24 12:55:44.858 | INFO | __main__:valid_steps:188 - Iter 186000 | Dataset DIV2K | AVG Val PSNR: 29.301668 +2024-03-24 13:01:01.240 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 188000 +2024-03-24 13:01:03.335 | INFO | __main__:valid_steps:188 - Iter 188000 | Dataset Set5 | AVG Val PSNR: 30.769104 +2024-03-24 13:01:06.948 | INFO | __main__:valid_steps:188 - Iter 188000 | Dataset Set14 | AVG Val PSNR: 27.718622 +2024-03-24 13:01:17.909 | INFO | __main__:valid_steps:188 - Iter 188000 | Dataset B100 | AVG Val PSNR: 26.923180 +2024-03-24 13:02:00.390 | INFO | __main__:valid_steps:188 - Iter 188000 | Dataset Urban100 | AVG Val PSNR: 24.568199 +2024-03-24 13:02:55.038 | INFO | __main__:valid_steps:188 - Iter 188000 | Dataset Manga109 | AVG Val PSNR: 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+2024-03-24 13:20:33.786 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset Set5 | AVG Val PSNR: 30.655991 +2024-03-24 13:20:37.348 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset Set14 | AVG Val PSNR: 27.642660 +2024-03-24 13:20:48.388 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset B100 | AVG Val PSNR: 26.878077 +2024-03-24 13:21:30.677 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset Urban100 | AVG Val PSNR: 24.537405 +2024-03-24 13:22:23.899 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset Manga109 | AVG Val PSNR: 28.073780 +2024-03-24 13:25:02.153 | INFO | __main__:valid_steps:188 - Iter 192000 | Dataset DIV2K | AVG Val PSNR: 29.215219 +2024-03-24 13:30:17.931 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 194000 +2024-03-24 13:30:19.985 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset Set5 | AVG Val PSNR: 30.752741 +2024-03-24 13:30:23.578 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset Set14 | AVG Val PSNR: 27.699528 +2024-03-24 13:30:34.482 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset B100 | AVG Val PSNR: 26.942410 +2024-03-24 13:31:16.644 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset Urban100 | AVG Val PSNR: 24.565004 +2024-03-24 13:32:11.343 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset Manga109 | AVG Val PSNR: 28.081402 +2024-03-24 13:34:47.126 | INFO | __main__:valid_steps:188 - Iter 194000 | Dataset DIV2K | AVG Val PSNR: 29.291565 +2024-03-24 13:40:02.878 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 196000 +2024-03-24 13:40:05.018 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset Set5 | AVG Val PSNR: 30.760828 +2024-03-24 13:40:08.621 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset Set14 | AVG Val PSNR: 27.693012 +2024-03-24 13:40:19.460 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset B100 | AVG Val PSNR: 26.931067 +2024-03-24 13:41:01.494 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset Urban100 | AVG Val PSNR: 24.569246 +2024-03-24 13:41:54.316 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset Manga109 | AVG Val PSNR: 28.106762 +2024-03-24 13:44:29.761 | INFO | __main__:valid_steps:188 - Iter 196000 | Dataset DIV2K | AVG Val PSNR: 29.272472 +2024-03-24 13:49:45.899 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 198000 +2024-03-24 13:49:47.986 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Set5 | AVG Val PSNR: 30.723522 +2024-03-24 13:49:51.570 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Set14 | AVG Val PSNR: 27.667246 +2024-03-24 13:50:02.481 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset B100 | AVG Val PSNR: 26.930103 +2024-03-24 13:50:44.555 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Urban100 | AVG Val PSNR: 24.542809 +2024-03-24 13:51:39.199 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Manga109 | AVG Val PSNR: 28.097286 +2024-03-24 13:54:15.237 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset DIV2K | AVG Val PSNR: 29.278221 +2024-03-24 13:59:31.215 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 200000 +2024-03-24 13:59:33.343 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Set5 | AVG Val PSNR: 30.755087 +2024-03-24 13:59:36.878 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Set14 | AVG Val PSNR: 27.702297 +2024-03-24 13:59:47.773 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset B100 | AVG Val PSNR: 26.935095 +2024-03-24 14:00:29.938 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Urban100 | AVG Val PSNR: 24.573277 +2024-03-24 14:01:24.402 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Manga109 | AVG Val PSNR: 28.141371 +2024-03-24 14:04:00.119 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset DIV2K | AVG Val PSNR: 29.275347 +2024-03-24 14:04:00.533 | INFO | __main__:train:326 - Complete diff --git a/mulut+ours/auto-sample-gelu-2x3/train-2024-03-24_18-41-58_281057.log b/mulut+ours/auto-sample-gelu-2x3/train-2024-03-24_18-41-58_281057.log new file mode 100644 index 0000000000000000000000000000000000000000..6f79a176b506f64a6997f3bb4474e63402027d6d --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x3/train-2024-03-24_18-41-58_281057.log @@ -0,0 +1,257 @@ +2024-03-24 18:41:58.291 | INFO | __main__:main:354 - ----------------- Options --------------- +2024-03-24 18:41:58.292 | INFO | __main__:main:354 - activateFunction: gelu [default: relu] +2024-03-24 18:41:58.292 | INFO | __main__:main:354 - batchSize: 32 +2024-03-24 18:41:58.292 | INFO | __main__:main:354 - cropSize: 48 +2024-03-24 18:41:58.293 | INFO | __main__:main:354 - debug: False +2024-03-24 18:41:58.293 | INFO | __main__:main:354 - displayStep: 100 +2024-03-24 18:41:58.293 | INFO | __main__:main:354 - expDir: ../models/auto-sample-gelu-2x3 [default: ] +2024-03-24 18:41:58.293 | INFO | __main__:main:354 - gpuNum: 1 +2024-03-24 18:41:58.293 | INFO | __main__:main:354 - gradientStep: 250 +2024-03-24 18:41:58.293 | INFO | __main__:main:354 - interval: 4 +2024-03-24 18:41:58.294 | INFO | __main__:main:354 - isTrain: True [default: None] +2024-03-24 18:41:58.294 | INFO | __main__:main:354 - load_from_opt_file: False +2024-03-24 18:41:58.294 | INFO | __main__:main:354 - lr0: 0.001 +2024-03-24 18:41:58.294 | INFO | __main__:main:354 - lr1: 0.0001 +2024-03-24 18:41:58.294 | INFO | __main__:main:354 - model: SRNets +2024-03-24 18:41:58.294 | INFO | __main__:main:354 - modelPath: ../models/auto-sample-gelu-2x3/Model.pth [default: None] +2024-03-24 18:41:58.295 | INFO | __main__:main:354 - modelRoot: ../models +2024-03-24 18:41:58.295 | INFO | __main__:main:354 - nf: 64 +2024-03-24 18:41:58.295 | INFO | __main__:main:354 - numSamplers: 2 [default: 3] +2024-03-24 18:41:58.295 | INFO | __main__:main:354 - qf: 20 +2024-03-24 18:41:58.295 | INFO | __main__:main:354 - sampleSize: 3 +2024-03-24 18:41:58.296 | INFO | __main__:main:354 - saveStep: 2000 +2024-03-24 18:41:58.296 | INFO | __main__:main:354 - scale: 4 +2024-03-24 18:41:58.296 | INFO | __main__:main:354 - sigma: 25 +2024-03-24 18:41:58.296 | INFO | __main__:main:354 - stages: 2 +2024-03-24 18:41:58.296 | INFO | __main__:main:354 - startIter: 200000 [default: 0] +2024-03-24 18:41:58.296 | INFO | __main__:main:354 - task: sr +2024-03-24 18:41:58.297 | INFO | __main__:main:354 - totalIter: 500000 +2024-03-24 18:41:58.297 | INFO | __main__:main:354 - trainDir: ../data/DIV2K +2024-03-24 18:41:58.297 | INFO | __main__:main:354 - valDir: ../data/SRBenchmark +2024-03-24 18:41:58.297 | INFO | __main__:main:354 - valServer: none +2024-03-24 18:41:58.297 | INFO | __main__:main:354 - valServerMode: False +2024-03-24 18:41:58.297 | INFO | __main__:main:354 - valStep: 2000 +2024-03-24 18:41:58.298 | INFO | __main__:main:354 - valoutDir: ../models/auto-sample-gelu-2x3/val [default: None] +2024-03-24 18:41:58.298 | INFO | __main__:main:354 - weightDecay: 0 +2024-03-24 18:41:58.298 | INFO | __main__:main:354 - workerNum: 8 +2024-03-24 18:41:58.298 | INFO | __main__:main:354 - ----------------- End ------------------- +2024-03-24 18:42:03.638 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-03-24 18:42:03.854 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-03-24 18:42:04.779 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-03-24 18:47:22.060 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 202000 +2024-03-24 18:47:24.837 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Set5 | AVG Val PSNR: 30.726868 +2024-03-24 18:47:29.326 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Set14 | AVG Val PSNR: 27.684650 +2024-03-24 18:47:40.609 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset B100 | AVG Val PSNR: 26.923229 +2024-03-24 18:48:30.524 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Urban100 | AVG Val PSNR: 24.547670 +2024-03-24 18:49:26.366 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Manga109 | AVG Val PSNR: 28.048830 +2024-03-24 18:52:17.733 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset DIV2K | AVG Val PSNR: 29.288921 +2024-03-24 18:57:34.108 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 204000 +2024-03-24 18:57:36.478 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Set5 | AVG Val PSNR: 30.743835 +2024-03-24 18:57:40.416 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Set14 | AVG Val PSNR: 27.684824 +2024-03-24 18:57:51.813 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset B100 | AVG Val PSNR: 26.919134 +2024-03-24 18:58:34.563 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Urban100 | AVG Val PSNR: 24.560219 +2024-03-24 18:59:29.210 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Manga109 | AVG Val PSNR: 28.060061 +2024-03-24 19:02:06.245 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset DIV2K | AVG Val PSNR: 29.280325 +2024-03-24 19:07:22.743 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 206000 +2024-03-24 19:07:25.042 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Set5 | AVG Val PSNR: 30.752537 +2024-03-24 19:07:28.878 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Set14 | AVG Val PSNR: 27.701433 +2024-03-24 19:07:40.158 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset B100 | AVG Val PSNR: 26.944992 +2024-03-24 19:08:22.922 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Urban100 | AVG Val PSNR: 24.577137 +2024-03-24 19:09:17.375 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Manga109 | AVG Val PSNR: 28.162083 +2024-03-24 19:11:53.580 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset DIV2K | AVG Val PSNR: 29.288891 +2024-03-24 19:17:09.680 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 208000 +2024-03-24 19:17:12.019 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Set5 | AVG Val PSNR: 30.701672 +2024-03-24 19:17:15.933 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Set14 | AVG Val PSNR: 27.671137 +2024-03-24 19:17:27.236 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset B100 | AVG Val PSNR: 26.913855 +2024-03-24 19:18:10.040 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Urban100 | AVG Val PSNR: 24.554995 +2024-03-24 19:19:05.490 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Manga109 | AVG Val PSNR: 28.072065 +2024-03-24 19:21:43.525 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset DIV2K | AVG Val PSNR: 29.216299 +2024-03-24 19:26:59.951 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 210000 +2024-03-24 19:27:02.265 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Set5 | AVG Val PSNR: 30.766943 +2024-03-24 19:27:06.086 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Set14 | AVG Val PSNR: 27.706263 +2024-03-24 19:27:17.287 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset B100 | AVG 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index 0000000000000000000000000000000000000000..cb8e2705e48f5cc4b3bcb038d78b3cb4cecf8d4e --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x3/train-2024-09-04_22-59-34_836209.log @@ -0,0 +1,2669 @@ +2024-09-04 22:59:34.847 | INFO | __main__:main:402 - ----------------- Options --------------- +2024-09-04 22:59:34.848 | INFO | __main__:main:402 - activateFunction: relu +2024-09-04 22:59:34.848 | INFO | __main__:main:402 - batchSize: 32 +2024-09-04 22:59:34.848 | INFO | __main__:main:402 - cropSize: 48 +2024-09-04 22:59:34.848 | INFO | __main__:main:402 - debug: False +2024-09-04 22:59:34.849 | INFO | __main__:main:402 - displayStep: 100 +2024-09-04 22:59:34.849 | INFO | __main__:main:402 - expDir: ../models/no_res_bug/auto-sample-gelu-2x3/ [default: ] +2024-09-04 22:59:34.849 | INFO | __main__:main:402 - gpuNum: 1 +2024-09-04 22:59:34.849 | INFO | __main__:main:402 - gradientStep: 250 +2024-09-04 22:59:34.849 | INFO | __main__:main:402 - interval: 4 +2024-09-04 22:59:34.850 | INFO | __main__:main:402 - isTrain: True [default: None] +2024-09-04 22:59:34.850 | INFO | __main__:main:402 - lambda_lr: False [default: None] +2024-09-04 22:59:34.850 | INFO | __main__:main:402 - load_from_opt_file: False +2024-09-04 22:59:34.850 | INFO | __main__:main:402 - lr0: 0.001 +2024-09-04 22:59:34.850 | INFO | __main__:main:402 - model: SRNets +2024-09-04 22:59:34.850 | INFO | __main__:main:402 - modelPath: ../models/no_res_bug/auto-sample-gelu-2x3/Model.pth [default: None] +2024-09-04 22:59:34.851 | INFO | __main__:main:402 - modelRoot: ../models +2024-09-04 22:59:34.851 | INFO | __main__:main:402 - nf: 64 +2024-09-04 22:59:34.851 | INFO | __main__:main:402 - numSamplers: 2 [default: 3] +2024-09-04 22:59:34.851 | INFO | __main__:main:402 - qf: 20 +2024-09-04 22:59:34.851 | INFO | __main__:main:402 - sampleSize: 3 +2024-09-04 22:59:34.851 | INFO | __main__:main:402 - saveStep: 200 +2024-09-04 22:59:34.852 | INFO | __main__:main:402 - scale: 4 +2024-09-04 22:59:34.852 | INFO | __main__:main:402 - sigma: 25 +2024-09-04 22:59:34.852 | INFO | __main__:main:402 - stages: 2 +2024-09-04 22:59:34.852 | INFO | __main__:main:402 - startIter: 262000 [default: 0] +2024-09-04 22:59:34.853 | INFO | __main__:main:402 - task: sr +2024-09-04 22:59:34.853 | INFO | __main__:main:402 - totalIter: 700000 [default: 200000] +2024-09-04 22:59:34.853 | INFO | __main__:main:402 - trainDir: ../data/DIV2K/ [default: ../data/DIV2K] +2024-09-04 22:59:34.853 | INFO | __main__:main:402 - valDir: ../data/SRBenchmark/ [default: ../data/SRBenchmark] +2024-09-04 22:59:34.853 | INFO | __main__:main:402 - valServer: none +2024-09-04 22:59:34.854 | INFO | __main__:main:402 - valServerMode: False +2024-09-04 22:59:34.854 | INFO | __main__:main:402 - valStep: 2000 +2024-09-04 22:59:34.854 | INFO | __main__:main:402 - valoutDir: ../models/no_res_bug/auto-sample-gelu-2x3/val [default: None] +2024-09-04 22:59:34.854 | INFO | __main__:main:402 - weightDecay: 0 +2024-09-04 22:59:34.854 | INFO | __main__:main:402 - workerNum: 8 +2024-09-04 22:59:34.855 | INFO | __main__:main:402 - ----------------- End ------------------- +2024-09-04 22:59:40.694 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-04 22:59:40.948 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-04 22:59:41.481 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-04 23:00:21.898 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 262200 +2024-09-04 23:01:00.404 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 262400 +2024-09-04 23:01:39.071 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 262600 +2024-09-04 23:02:17.835 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 262800 +2024-09-04 23:02:56.548 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 263000 +2024-09-04 23:03:35.485 | INFO | __main__:SaveCheckpoint:149 - 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01:36:58.091 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 310000 +2024-09-05 01:36:59.497 | INFO | __main__:valid_steps:212 - Iter 310000 | Dataset Set5 | AVG Val PSNR: 30.559906 +2024-09-05 01:37:02.352 | INFO | __main__:valid_steps:212 - Iter 310000 | Dataset Set14 | AVG Val PSNR: 27.557283 +2024-09-05 01:37:41.465 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 310200 +2024-09-05 01:38:20.379 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 310400 +2024-09-05 01:38:59.319 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 310600 +2024-09-05 01:39:38.267 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 310800 +2024-09-05 01:40:17.061 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 311000 +2024-09-05 01:40:55.971 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 311200 +2024-09-05 01:41:34.884 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 311400 +2024-09-05 01:42:13.830 | INFO | __main__:SaveCheckpoint:149 - Checkpoint 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20:11:19.157 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 650000 +2024-09-05 20:11:20.849 | INFO | __main__:valid_steps:212 - Iter 650000 | Dataset Set5 | AVG Val PSNR: 30.816488 +2024-09-05 20:11:24.330 | INFO | __main__:valid_steps:212 - Iter 650000 | Dataset Set14 | AVG Val PSNR: 27.744343 +2024-09-05 20:12:03.800 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 650200 +2024-09-05 20:12:43.040 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 650400 +2024-09-05 20:13:22.344 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 650600 +2024-09-05 20:14:01.755 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 650800 +2024-09-05 20:14:40.934 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 651000 +2024-09-05 20:15:20.189 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 651200 +2024-09-05 20:15:59.601 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 651400 +2024-09-05 20:16:39.027 | INFO | __main__:SaveCheckpoint:149 - Checkpoint 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30.822754 +2024-09-05 22:51:11.898 | INFO | __main__:valid_steps:212 - Iter 698000 | Dataset Set14 | AVG Val PSNR: 27.744675 +2024-09-05 22:51:51.604 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 698200 +2024-09-05 22:52:31.404 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 698400 +2024-09-05 22:53:11.128 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 698600 +2024-09-05 22:53:50.818 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 698800 +2024-09-05 22:54:37.184 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 699000 +2024-09-05 22:55:18.112 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 699200 +2024-09-05 22:55:57.602 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 699400 +2024-09-05 22:56:37.171 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 699600 +2024-09-05 22:57:16.652 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 699800 +2024-09-05 22:57:56.116 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 700000 +2024-09-05 22:57:57.937 | INFO | __main__:valid_steps:212 - Iter 700000 | Dataset Set5 | AVG Val PSNR: 30.784351 +2024-09-05 22:58:01.492 | INFO | __main__:valid_steps:212 - Iter 700000 | Dataset Set14 | AVG Val PSNR: 27.730274 +2024-09-05 22:58:01.848 | INFO | __main__:train:374 - Complete diff --git a/mulut+ours/auto-sample-gelu-2x5/LUT_x4_4bit_int8_s0_0.npy b/mulut+ours/auto-sample-gelu-2x5/LUT_x4_4bit_int8_s0_0.npy new file mode 100644 index 0000000000000000000000000000000000000000..bac90d3d10d4e23fd69da76c3fe2dee2ecc1d962 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x5/LUT_x4_4bit_int8_s0_0.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f0dcea567e828c401fcc64fbd4b964215c69008fdcd5fcb63714e3a49b188a18 +size 83649 diff --git a/mulut+ours/auto-sample-gelu-2x5/LUT_x4_4bit_int8_s0_0_sampler.npy b/mulut+ours/auto-sample-gelu-2x5/LUT_x4_4bit_int8_s0_0_sampler.npy new file mode 100644 index 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0000000000000000000000000000000000000000..c376d71e13d3a4a97dc551798d5bec62444fa933 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x5/lutft-2024-09-22_09-17-27_598175.log @@ -0,0 +1,43 @@ +2024-09-22 09:17:27.873 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-2x5/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-2x5/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 2 [default: 3] + qf: 20 + sampleSize: 5 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-2x5/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-22 09:27:11.598 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-22 09:27:48.244 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-22 09:27:50.994 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-22 09:31:41.156 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 8.472165, AVG: SSIM: 0.025589 +2024-09-22 09:32:10.042 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 8.668068, AVG: SSIM: 0.027132 +2024-09-22 09:35:03.280 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 9.529654, AVG: SSIM: 0.026231 diff --git a/mulut+ours/auto-sample-gelu-2x5/lutft-2024-09-22_19-45-20_766564.log b/mulut+ours/auto-sample-gelu-2x5/lutft-2024-09-22_19-45-20_766564.log new file mode 100644 index 0000000000000000000000000000000000000000..68397ae942ec9f70a99b3febbf37e892360bfdb7 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x5/lutft-2024-09-22_19-45-20_766564.log @@ -0,0 +1,37 @@ +2024-09-22 19:45:20.904 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-2x5 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-2x5/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 3 + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-2x5/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- diff --git a/mulut+ours/auto-sample-gelu-2x5/lutft-2024-09-22_19-45-37_189080.log b/mulut+ours/auto-sample-gelu-2x5/lutft-2024-09-22_19-45-37_189080.log new file mode 100644 index 0000000000000000000000000000000000000000..fb8d9fb2e70f36ec0be5618c9e6e97ffbd917f0c --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x5/lutft-2024-09-22_19-45-37_189080.log @@ -0,0 +1,269 @@ +2024-09-22 19:45:37.209 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-2x5 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-2x5/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 2 [default: 3] + qf: 20 + sampleSize: 5 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-2x5/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-22 19:53:28.240 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-22 19:53:57.588 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-22 19:53:59.697 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-22 19:57:25.685 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.017420, AVG: SSIM: 0.838843 +2024-09-22 19:57:56.311 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.214954, AVG: SSIM: 0.733795 +2024-09-22 20:00:57.798 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 26.607075, AVG: SSIM: 0.692519 +2024-09-22 20:07:30.822 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Urban100 | AVG PSNR: 24.136673, AVG: SSIM: 0.693226 +2024-09-22 20:15:34.308 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Manga109 | AVG PSNR: 27.466196, AVG: SSIM: 0.838554 +2024-09-22 20:23:02.589 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 100, Sample: 3200, GPixel:2.82e-03, dT:0.0012, rT:5.4677 +2024-09-22 20:30:35.213 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 200, Sample: 6400, GPixel:2.87e-03, dT:0.0010, rT:4.5156 +2024-09-22 20:38:02.807 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 300, Sample: 9600, GPixel:2.89e-03, dT:0.0010, rT:4.4643 +2024-09-22 20:45:33.462 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 400, Sample: 12800, GPixel:2.84e-03, dT:0.0010, rT:4.4968 +2024-09-22 20:53:02.175 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 500, Sample: 16000, GPixel:2.88e-03, dT:0.0010, rT:4.4768 +2024-09-22 21:00:32.977 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 600, Sample: 19200, GPixel:2.95e-03, dT:0.0011, rT:4.4978 +2024-09-22 21:08:02.748 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 700, Sample: 22400, GPixel:2.80e-03, dT:0.0010, rT:4.4883 +2024-09-22 21:15:31.821 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 800, Sample: 25600, GPixel:2.88e-03, dT:0.0010, rT:4.4809 +2024-09-22 21:23:01.609 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 900, Sample: 28800, GPixel:2.86e-03, dT:0.0011, rT:4.4870 +2024-09-22 21:30:30.703 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 1000, Sample: 32000, GPixel:2.82e-03, dT:0.0010, rT:4.4816 +2024-09-22 21:38:02.649 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 1100, Sample: 35200, GPixel:2.73e-03, dT:0.0011, rT:4.5092 +2024-09-22 21:45:29.025 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 1200, Sample: 38400, GPixel:2.85e-03, dT:0.0010, rT:4.4546 +2024-09-22 21:52:51.436 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 1300, Sample: 41600, GPixel:2.87e-03, dT:0.0010, rT:4.4147 +2024-09-22 22:00:18.577 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 1400, Sample: 44800, GPixel:2.72e-03, dT:0.0010, rT:4.4620 +2024-09-22 22:07:45.032 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 1500, Sample: 48000, GPixel:2.69e-03, dT:0.0010, rT:4.4550 +2024-09-22 22:15:15.466 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 1600, Sample: 51200, GPixel:2.77e-03, dT:0.0010, rT:4.4952 +2024-09-22 22:22:43.356 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 1700, Sample: 54400, GPixel:2.86e-03, dT:0.0010, rT:4.4698 +2024-09-22 22:30:11.861 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 1800, Sample: 57600, GPixel:2.64e-03, dT:0.0010, rT:4.4755 +2024-09-22 22:37:41.934 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 1900, Sample: 60800, GPixel:2.89e-03, dT:0.0010, rT:4.4915 +2024-09-22 22:45:10.587 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x5 | Iter: 2000, Sample: 64000, GPixel:3.02e-03, dT:0.0010, rT:4.4772 +2024-09-22 22:45:21.124 | INFO | __main__:valid_steps:66 - Iter 2000 | Dataset Set5 | AVG PSNR: 30.646917, AVG: SSIM: 0.865064 +2024-09-22 22:45:51.349 | INFO | __main__:valid_steps:66 - Iter 2000 | Dataset Set14 | AVG PSNR: 27.631958, AVG: SSIM: 0.754676 +2024-09-22 22:48:54.388 | INFO | 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@@ +2024-03-09 12:37:59.184 | INFO | __main__:main:354 - ----------------- Options --------------- +2024-03-09 12:37:59.184 | INFO | __main__:main:354 - activateFunction: gelu [default: relu] +2024-03-09 12:37:59.184 | INFO | __main__:main:354 - batchSize: 32 +2024-03-09 12:37:59.185 | INFO | __main__:main:354 - cropSize: 48 +2024-03-09 12:37:59.185 | INFO | __main__:main:354 - debug: False +2024-03-09 12:37:59.185 | INFO | __main__:main:354 - displayStep: 100 +2024-03-09 12:37:59.185 | INFO | __main__:main:354 - expDir: ../models/auto-sample-gelu-2x5 [default: ] +2024-03-09 12:37:59.185 | INFO | __main__:main:354 - gpuNum: 1 +2024-03-09 12:37:59.186 | INFO | __main__:main:354 - gradientStep: 250 +2024-03-09 12:37:59.186 | INFO | __main__:main:354 - interval: 4 +2024-03-09 12:37:59.186 | INFO | __main__:main:354 - isTrain: True [default: None] +2024-03-09 12:37:59.186 | INFO | __main__:main:354 - load_from_opt_file: False +2024-03-09 12:37:59.186 | INFO | __main__:main:354 - lr0: 0.001 +2024-03-09 12:37:59.186 | INFO | __main__:main:354 - lr1: 0.0001 +2024-03-09 12:37:59.187 | INFO | __main__:main:354 - model: SRNets +2024-03-09 12:37:59.187 | INFO | __main__:main:354 - modelPath: ../models/auto-sample-gelu-2x5/Model.pth [default: None] +2024-03-09 12:37:59.187 | INFO | __main__:main:354 - modelRoot: ../models +2024-03-09 12:37:59.187 | INFO | __main__:main:354 - nf: 64 +2024-03-09 12:37:59.187 | INFO | __main__:main:354 - numSamplers: 2 [default: 3] +2024-03-09 12:37:59.187 | INFO | __main__:main:354 - qf: 20 +2024-03-09 12:37:59.188 | INFO | __main__:main:354 - sampleSize: 5 [default: 3] +2024-03-09 12:37:59.188 | INFO | __main__:main:354 - saveStep: 2000 +2024-03-09 12:37:59.188 | INFO | __main__:main:354 - scale: 4 +2024-03-09 12:37:59.188 | INFO | __main__:main:354 - sigma: 25 +2024-03-09 12:37:59.188 | INFO | __main__:main:354 - stages: 2 +2024-03-09 12:37:59.189 | INFO | __main__:main:354 - startIter: 0 +2024-03-09 12:37:59.189 | INFO | __main__:main:354 - task: sr +2024-03-09 12:37:59.189 | INFO | __main__:main:354 - totalIter: 500000 [default: 200000] +2024-03-09 12:37:59.189 | INFO | __main__:main:354 - trainDir: ../data/DIV2K +2024-03-09 12:37:59.189 | INFO | __main__:main:354 - valDir: ../data/SRBenchmark +2024-03-09 12:37:59.189 | INFO | __main__:main:354 - valServer: none +2024-03-09 12:37:59.190 | INFO | __main__:main:354 - valServerMode: False +2024-03-09 12:37:59.190 | INFO | __main__:main:354 - valStep: 2000 +2024-03-09 12:37:59.190 | INFO | __main__:main:354 - valoutDir: ../models/auto-sample-gelu-2x5/val [default: None] +2024-03-09 12:37:59.190 | INFO | __main__:main:354 - weightDecay: 0 +2024-03-09 12:37:59.190 | INFO | __main__:main:354 - workerNum: 8 +2024-03-09 12:37:59.190 | INFO | __main__:main:354 - ----------------- End ------------------- +2024-03-09 12:38:04.210 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-03-09 12:38:04.427 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-03-09 12:38:05.323 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-03-09 12:43:13.618 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 2000 +2024-03-09 12:43:16.422 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set5 | AVG Val PSNR: 28.271246 +2024-03-09 12:43:20.789 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set14 | AVG Val PSNR: 25.953382 +2024-03-09 12:43:32.247 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset B100 | AVG Val PSNR: 25.882736 +2024-03-09 12:44:21.418 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Urban100 | AVG Val PSNR: 23.096619 +2024-03-09 12:45:16.400 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Manga109 | AVG Val PSNR: 24.905928 +2024-03-09 12:48:08.069 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset DIV2K | AVG Val PSNR: 28.024158 +2024-03-09 12:53:16.054 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 4000 +2024-03-09 12:53:18.853 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Set5 | AVG Val PSNR: 29.241674 +2024-03-09 12:53:23.168 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Set14 | AVG Val PSNR: 26.609180 +2024-03-09 12:53:35.104 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset B100 | AVG Val PSNR: 26.342226 +2024-03-09 12:54:17.176 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Urban100 | AVG Val PSNR: 23.585394 +2024-03-09 12:55:10.857 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Manga109 | AVG Val PSNR: 25.751610 +2024-03-09 12:57:46.405 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset DIV2K | AVG Val PSNR: 28.630987 +2024-03-09 13:02:54.172 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 6000 +2024-03-09 13:02:56.944 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Set5 | AVG Val PSNR: 29.544464 +2024-03-09 13:03:01.411 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Set14 | AVG Val PSNR: 26.838865 +2024-03-09 13:03:13.247 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset B100 | AVG Val PSNR: 26.477428 +2024-03-09 13:03:55.354 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Urban100 | AVG Val PSNR: 23.749311 +2024-03-09 13:04:49.136 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Manga109 | AVG Val PSNR: 26.193747 +2024-03-09 13:07:25.173 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset DIV2K | AVG Val PSNR: 28.786037 +2024-03-09 13:12:33.240 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 8000 +2024-03-09 13:12:36.031 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Set5 | AVG Val PSNR: 29.685328 +2024-03-09 13:12:40.571 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Set14 | AVG Val PSNR: 26.923586 +2024-03-09 13:12:52.469 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset B100 | AVG Val PSNR: 26.497166 +2024-03-09 13:13:35.016 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Urban100 | AVG Val PSNR: 23.843056 +2024-03-09 13:14:28.048 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Manga109 | AVG Val PSNR: 26.446709 +2024-03-09 13:17:04.960 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset DIV2K | AVG Val PSNR: 28.763618 +2024-03-09 13:22:12.379 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 10000 +2024-03-09 13:22:15.132 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Set5 | AVG Val PSNR: 29.903568 +2024-03-09 13:22:19.470 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Set14 | AVG Val PSNR: 27.065836 +2024-03-09 13:22:31.388 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset B100 | AVG Val PSNR: 26.588018 +2024-03-09 13:23:14.441 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Urban100 | AVG Val PSNR: 23.938940 +2024-03-09 13:24:10.256 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Manga109 | AVG Val PSNR: 26.650339 +2024-03-09 13:26:47.938 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset DIV2K | AVG Val PSNR: 28.916397 +2024-03-09 13:31:55.475 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 12000 +2024-03-09 13:31:58.272 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Set5 | AVG Val PSNR: 29.917995 +2024-03-09 13:32:02.544 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Set14 | AVG Val PSNR: 27.072613 +2024-03-09 13:32:14.485 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset B100 | AVG Val PSNR: 26.565481 +2024-03-09 13:32:57.118 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Urban100 | AVG Val PSNR: 23.963037 +2024-03-09 13:33:53.325 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Manga109 | AVG Val PSNR: 26.714682 +2024-03-09 13:36:30.615 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset DIV2K | AVG Val PSNR: 28.844999 +2024-03-09 13:41:38.428 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 14000 +2024-03-09 13:41:41.164 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset Set5 | AVG Val PSNR: 30.073725 +2024-03-09 13:41:45.523 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset Set14 | AVG Val PSNR: 27.177984 +2024-03-09 13:41:57.412 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset B100 | AVG Val PSNR: 26.639023 +2024-03-09 13:42:39.897 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset Urban100 | AVG Val PSNR: 24.027367 +2024-03-09 13:43:34.357 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset Manga109 | AVG Val PSNR: 26.911724 +2024-03-09 13:46:09.831 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset DIV2K | AVG Val PSNR: 28.996637 +2024-03-09 13:51:17.292 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 16000 +2024-03-09 13:51:20.207 | INFO | __main__:valid_steps:188 - Iter 16000 | Dataset Set5 | AVG Val PSNR: 30.117416 +2024-03-09 13:51:24.525 | INFO | __main__:valid_steps:188 - Iter 16000 | Dataset Set14 | AVG Val PSNR: 27.214464 +2024-03-09 13:51:36.329 | INFO | __main__:valid_steps:188 - Iter 16000 | Dataset B100 | AVG Val PSNR: 26.674461 +2024-03-09 13:52:18.897 | INFO | __main__:valid_steps:188 - Iter 16000 | Dataset Urban100 | AVG Val PSNR: 24.050892 +2024-03-09 13:53:14.038 | INFO | __main__:valid_steps:188 - Iter 16000 | Dataset Manga109 | AVG Val PSNR: 27.012379 +2024-03-09 13:55:50.658 | INFO | __main__:valid_steps:188 - Iter 16000 | Dataset DIV2K | AVG Val PSNR: 29.017143 +2024-03-09 14:00:58.452 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 18000 +2024-03-09 14:01:01.197 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset Set5 | AVG Val PSNR: 30.163174 +2024-03-09 14:01:05.480 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset Set14 | AVG Val PSNR: 27.249054 +2024-03-09 14:01:17.332 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset B100 | AVG Val PSNR: 26.683609 +2024-03-09 14:01:59.476 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset Urban100 | AVG Val PSNR: 24.078758 +2024-03-09 14:02:53.610 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset Manga109 | AVG Val PSNR: 27.090916 +2024-03-09 14:05:28.008 | INFO | __main__:valid_steps:188 - Iter 18000 | Dataset DIV2K | AVG Val PSNR: 29.036243 +2024-03-09 14:10:36.288 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 20000 +2024-03-09 14:10:38.679 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset Set5 | AVG Val PSNR: 30.155645 +2024-03-09 14:10:42.921 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset Set14 | AVG Val PSNR: 27.257954 +2024-03-09 14:10:54.624 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset B100 | AVG Val PSNR: 26.673662 +2024-03-09 14:11:37.014 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset Urban100 | AVG Val PSNR: 24.091337 +2024-03-09 14:12:31.919 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset Manga109 | AVG Val PSNR: 27.099405 +2024-03-09 14:15:06.441 | INFO | __main__:valid_steps:188 - Iter 20000 | Dataset DIV2K | AVG Val PSNR: 29.025576 +2024-03-09 14:20:13.954 | INFO | __main__:SaveCheckpoint:125 - Checkpoint 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| AVG Val PSNR: 29.072683 +2024-03-09 14:58:59.791 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 30000 +2024-03-09 14:59:02.627 | INFO | __main__:valid_steps:188 - Iter 30000 | Dataset Set5 | AVG Val PSNR: 30.300852 +2024-03-09 14:59:06.999 | INFO | __main__:valid_steps:188 - Iter 30000 | Dataset Set14 | AVG Val PSNR: 27.363691 +2024-03-09 14:59:18.865 | INFO | __main__:valid_steps:188 - Iter 30000 | Dataset B100 | AVG Val PSNR: 26.743382 +2024-03-09 15:00:01.812 | INFO | __main__:valid_steps:188 - Iter 30000 | Dataset Urban100 | AVG Val PSNR: 24.198347 +2024-03-09 15:00:57.644 | INFO | __main__:valid_steps:188 - Iter 30000 | Dataset Manga109 | AVG Val PSNR: 27.353500 +2024-03-09 15:03:34.674 | INFO | __main__:valid_steps:188 - Iter 30000 | Dataset DIV2K | AVG Val PSNR: 29.086245 +2024-03-09 15:08:42.650 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 32000 +2024-03-09 15:08:45.483 | INFO | __main__:valid_steps:188 - Iter 32000 | Dataset Set5 | AVG Val PSNR: 30.281048 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AVG Val PSNR: 30.910709 +2024-03-11 04:25:44.318 | INFO | __main__:valid_steps:188 - Iter 496000 | Dataset Set14 | AVG Val PSNR: 27.782368 +2024-03-11 04:25:56.082 | INFO | __main__:valid_steps:188 - Iter 496000 | Dataset B100 | AVG Val PSNR: 26.983631 +2024-03-11 04:26:38.415 | INFO | __main__:valid_steps:188 - Iter 496000 | Dataset Urban100 | AVG Val PSNR: 24.668842 +2024-03-11 04:27:33.126 | INFO | __main__:valid_steps:188 - Iter 496000 | Dataset Manga109 | AVG Val PSNR: 28.328409 +2024-03-11 04:30:07.282 | INFO | __main__:valid_steps:188 - Iter 496000 | Dataset DIV2K | AVG Val PSNR: 29.355232 +2024-03-11 04:35:14.493 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 498000 +2024-03-11 04:35:17.200 | INFO | __main__:valid_steps:188 - Iter 498000 | Dataset Set5 | AVG Val PSNR: 30.901535 +2024-03-11 04:35:21.449 | INFO | __main__:valid_steps:188 - Iter 498000 | Dataset Set14 | AVG Val PSNR: 27.763014 +2024-03-11 04:35:33.236 | INFO | __main__:valid_steps:188 - Iter 498000 | 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Iter 500000 | Dataset Manga109 | AVG Val PSNR: 28.327137 +2024-03-11 04:49:21.970 | INFO | __main__:valid_steps:188 - Iter 500000 | Dataset DIV2K | AVG Val PSNR: 29.354317 +2024-03-11 04:49:22.459 | INFO | __main__:train:326 - Complete diff --git a/mulut+ours/auto-sample-gelu-2x5/train-2024-09-08_09-56-49_913552.log b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-08_09-56-49_913552.log new file mode 100644 index 0000000000000000000000000000000000000000..fcff757866d651e6abb371c64f52dd85dc15b953 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-08_09-56-49_913552.log @@ -0,0 +1,41 @@ +2024-09-08 09:56:49.925 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-08 09:56:49.926 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-08 09:56:49.926 | INFO | __main__:main:384 - batchSize: 32 +2024-09-08 09:56:49.926 | INFO | __main__:main:384 - cropSize: 48 +2024-09-08 09:56:49.926 | INFO | __main__:main:384 - debug: False +2024-09-08 09:56:49.926 | INFO | __main__:main:384 - displayStep: 100 +2024-09-08 09:56:49.927 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-2x5 [default: ] +2024-09-08 09:56:49.927 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-08 09:56:49.927 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-08 09:56:49.927 | INFO | __main__:main:384 - interval: 4 +2024-09-08 09:56:49.927 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-08 09:56:49.927 | INFO | __main__:main:384 - lambda_lr: False [default: None] +2024-09-08 09:56:49.928 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-08 09:56:49.928 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-08 09:56:49.928 | INFO | __main__:main:384 - model: SRNets +2024-09-08 09:56:49.928 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-2x5/Model.pth [default: None] +2024-09-08 09:56:49.928 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-08 09:56:49.928 | INFO | __main__:main:384 - nf: 64 +2024-09-08 09:56:49.929 | INFO | __main__:main:384 - numSamplers: 2 [default: 3] +2024-09-08 09:56:49.929 | INFO | __main__:main:384 - qf: 20 +2024-09-08 09:56:49.929 | INFO | __main__:main:384 - sampleSize: 5 [default: 3] +2024-09-08 09:56:49.929 | INFO | __main__:main:384 - saveStep: 200 +2024-09-08 09:56:49.929 | INFO | __main__:main:384 - scale: 4 +2024-09-08 09:56:49.929 | INFO | __main__:main:384 - sigma: 25 +2024-09-08 09:56:49.930 | INFO | __main__:main:384 - stages: 2 +2024-09-08 09:56:49.930 | INFO | __main__:main:384 - startIter: 0 +2024-09-08 09:56:49.930 | INFO | __main__:main:384 - task: sr +2024-09-08 09:56:49.930 | INFO | __main__:main:384 - totalIter: 200000 +2024-09-08 09:56:49.930 | INFO | __main__:main:384 - trainDir: ../data/DIV2K/ [default: ../data/DIV2K] +2024-09-08 09:56:49.930 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark/ [default: ../data/SRBenchmark] +2024-09-08 09:56:49.931 | INFO | __main__:main:384 - valServer: none +2024-09-08 09:56:49.931 | INFO | __main__:main:384 - valServerMode: False +2024-09-08 09:56:49.931 | INFO | __main__:main:384 - valStep: 2000 +2024-09-08 09:56:49.931 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-2x5/val [default: None] +2024-09-08 09:56:49.931 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-08 09:56:49.932 | INFO | __main__:main:384 - workerNum: 8 +2024-09-08 09:56:49.932 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-08 09:56:56.473 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-08 09:56:56.718 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-08 09:56:58.305 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-08 09:57:45.624 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 200 diff --git a/mulut+ours/auto-sample-gelu-2x5/train-2024-09-08_09-58-35_606942.log b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-08_09-58-35_606942.log new file mode 100644 index 0000000000000000000000000000000000000000..d60f8fb7d121970f6c9ba68fd05c950808fd03dd --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-08_09-58-35_606942.log @@ -0,0 +1,1169 @@ +2024-09-08 09:58:35.619 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-08 09:58:35.619 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-08 09:58:35.620 | INFO | __main__:main:384 - batchSize: 32 +2024-09-08 09:58:35.620 | INFO | __main__:main:384 - cropSize: 48 +2024-09-08 09:58:35.620 | INFO | __main__:main:384 - debug: False +2024-09-08 09:58:35.620 | INFO | __main__:main:384 - displayStep: 100 +2024-09-08 09:58:35.621 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-2x5 [default: ] +2024-09-08 09:58:35.621 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-08 09:58:35.621 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-08 09:58:35.621 | INFO | __main__:main:384 - interval: 4 +2024-09-08 09:58:35.621 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-08 09:58:35.621 | INFO | __main__:main:384 - lambda_lr: False [default: None] +2024-09-08 09:58:35.622 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-08 09:58:35.622 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-08 09:58:35.622 | INFO | __main__:main:384 - model: SRNets +2024-09-08 09:58:35.622 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-2x5/Model.pth [default: None] +2024-09-08 09:58:35.622 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-08 09:58:35.623 | INFO | __main__:main:384 - nf: 64 +2024-09-08 09:58:35.623 | INFO | __main__:main:384 - numSamplers: 2 [default: 3] +2024-09-08 09:58:35.623 | INFO | __main__:main:384 - qf: 20 +2024-09-08 09:58:35.623 | INFO | __main__:main:384 - sampleSize: 5 [default: 3] +2024-09-08 09:58:35.623 | INFO | __main__:main:384 - saveStep: 200 +2024-09-08 09:58:35.623 | INFO | __main__:main:384 - scale: 4 +2024-09-08 09:58:35.624 | INFO | __main__:main:384 - sigma: 25 +2024-09-08 09:58:35.624 | INFO | __main__:main:384 - stages: 2 +2024-09-08 09:58:35.624 | INFO | __main__:main:384 - startIter: 500000 [default: 0] +2024-09-08 09:58:35.624 | INFO | __main__:main:384 - task: sr +2024-09-08 09:58:35.624 | INFO | __main__:main:384 - totalIter: 700000 [default: 200000] +2024-09-08 09:58:35.625 | INFO | __main__:main:384 - trainDir: ../data/DIV2K/ [default: ../data/DIV2K] +2024-09-08 09:58:35.625 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark/ [default: ../data/SRBenchmark] +2024-09-08 09:58:35.625 | INFO | __main__:main:384 - valServer: none +2024-09-08 09:58:35.625 | INFO | __main__:main:384 - valServerMode: False +2024-09-08 09:58:35.625 | INFO | __main__:main:384 - valStep: 2000 +2024-09-08 09:58:35.625 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-2x5/val [default: None] +2024-09-08 09:58:35.626 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-08 09:58:35.626 | INFO | __main__:main:384 - workerNum: 8 +2024-09-08 09:58:35.626 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-08 09:58:42.940 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-08 09:58:43.209 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-08 09:58:44.339 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-08 09:59:31.760 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500200 +2024-09-08 10:00:17.168 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500400 +2024-09-08 10:01:02.590 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500600 +2024-09-08 10:01:48.190 | INFO | 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13:32:26.955 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 556200 +2024-09-08 13:33:11.727 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 556400 +2024-09-08 13:33:56.442 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 556600 +2024-09-08 13:34:41.245 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 556800 +2024-09-08 13:35:25.905 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 557000 +2024-09-08 13:36:10.637 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 557200 +2024-09-08 13:36:55.469 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 557400 +2024-09-08 13:37:40.160 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 557600 +2024-09-08 13:38:24.924 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 557800 +2024-09-08 13:39:09.563 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 558000 +2024-09-08 13:39:12.348 | INFO | __main__:valid_steps:194 - Iter 558000 | Dataset Set5 | AVG Val PSNR: 30.790882 +2024-09-08 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15:41:12.191 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 590200 +2024-09-08 15:41:56.970 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 590400 +2024-09-08 15:42:41.717 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 590600 +2024-09-08 15:43:26.505 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 590800 +2024-09-08 15:44:11.135 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 591000 +2024-09-08 15:44:55.961 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 591200 +2024-09-08 15:45:40.757 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 591400 +2024-09-08 15:46:25.520 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 591600 +2024-09-08 15:47:10.350 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 591800 +2024-09-08 15:47:55.026 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 592000 +2024-09-08 15:47:57.496 | INFO | __main__:valid_steps:194 - Iter 592000 | Dataset Set5 | AVG Val PSNR: 30.834381 +2024-09-08 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17:49:58.360 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 624200 +2024-09-08 17:50:43.118 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 624400 +2024-09-08 17:51:27.892 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 624600 +2024-09-08 17:52:12.665 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 624800 +2024-09-08 17:52:57.287 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 625000 +2024-09-08 17:53:42.117 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 625200 +2024-09-08 17:54:26.905 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 625400 +2024-09-08 17:55:11.751 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 625600 +2024-09-08 17:55:56.559 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 625800 +2024-09-08 17:56:41.155 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 626000 +2024-09-08 17:56:43.713 | INFO | __main__:valid_steps:194 - Iter 626000 | Dataset Set5 | AVG Val PSNR: 30.840338 +2024-09-08 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18:04:17.940 | INFO | __main__:valid_steps:194 - Iter 628000 | Dataset Set5 | AVG Val PSNR: 30.759226 +2024-09-08 18:04:22.062 | INFO | __main__:valid_steps:194 - Iter 628000 | Dataset Set14 | AVG Val PSNR: 27.692739 +2024-09-08 18:05:07.154 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 628200 +2024-09-08 18:05:51.915 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 628400 +2024-09-08 18:06:36.698 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 628600 +2024-09-08 18:07:21.472 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 628800 +2024-09-08 18:08:06.905 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 629000 +2024-09-08 18:08:52.641 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 629200 +2024-09-08 18:09:37.518 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 629400 +2024-09-08 18:10:22.433 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 629600 +2024-09-08 18:11:07.235 | INFO | __main__:SaveCheckpoint:131 - Checkpoint 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20:00:13.556 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 658200 +2024-09-08 20:00:58.417 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 658400 +2024-09-08 20:01:43.323 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 658600 +2024-09-08 20:02:29.585 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 658800 +2024-09-08 20:03:14.615 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 659000 +2024-09-08 20:03:59.556 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 659200 +2024-09-08 20:04:44.515 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 659400 +2024-09-08 20:05:29.873 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 659600 +2024-09-08 20:06:15.372 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 659800 +2024-09-08 20:07:00.082 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 660000 +2024-09-08 20:07:03.720 | INFO | __main__:valid_steps:194 - Iter 660000 | Dataset Set5 | AVG Val PSNR: 30.839031 +2024-09-08 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20:14:43.128 | INFO | __main__:valid_steps:194 - Iter 662000 | Dataset Set5 | AVG Val PSNR: 30.843342 +2024-09-08 20:14:48.150 | INFO | __main__:valid_steps:194 - Iter 662000 | Dataset Set14 | AVG Val PSNR: 27.760296 +2024-09-08 20:15:33.131 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 662200 +2024-09-08 20:16:17.865 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 662400 +2024-09-08 20:17:02.649 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 662600 +2024-09-08 20:17:48.057 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 662800 +2024-09-08 20:18:32.756 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 663000 +2024-09-08 20:19:17.487 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 663200 +2024-09-08 20:20:02.208 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 663400 +2024-09-08 20:20:48.793 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 663600 +2024-09-08 20:21:33.973 | INFO | __main__:SaveCheckpoint:131 - Checkpoint 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21:30:34.598 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 681800 +2024-09-08 21:31:19.351 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 682000 +2024-09-08 21:31:22.754 | INFO | __main__:valid_steps:194 - Iter 682000 | Dataset Set5 | AVG Val PSNR: 30.894415 +2024-09-08 21:31:27.718 | INFO | __main__:valid_steps:194 - Iter 682000 | Dataset Set14 | AVG Val PSNR: 27.761494 +2024-09-08 21:32:13.954 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 682200 +2024-09-08 21:32:58.761 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 682400 +2024-09-08 21:33:43.621 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 682600 +2024-09-08 21:34:28.519 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 682800 +2024-09-08 21:35:14.586 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 683000 +2024-09-08 21:35:59.460 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 683200 +2024-09-08 21:36:44.324 | INFO | __main__:SaveCheckpoint:131 - Checkpoint 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__main__:SaveCheckpoint:131 - Checkpoint saved 685200 +2024-09-08 21:44:24.318 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 685400 +2024-09-08 21:45:09.228 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 685600 +2024-09-08 21:45:54.156 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 685800 +2024-09-08 21:46:38.942 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 686000 +2024-09-08 21:46:42.427 | INFO | __main__:valid_steps:194 - Iter 686000 | Dataset Set5 | AVG Val PSNR: 30.898823 +2024-09-08 21:46:47.051 | INFO | __main__:valid_steps:194 - Iter 686000 | Dataset Set14 | AVG Val PSNR: 27.767023 +2024-09-08 21:47:33.281 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 686200 +2024-09-08 21:48:18.171 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 686400 +2024-09-08 21:49:03.049 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 686600 +2024-09-08 21:49:48.036 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 686800 +2024-09-08 21:50:34.059 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 687000 +2024-09-08 21:51:19.081 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 687200 +2024-09-08 21:52:03.989 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 687400 +2024-09-08 21:52:48.956 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 687600 +2024-09-08 21:53:35.031 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 687800 +2024-09-08 21:54:19.781 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 688000 +2024-09-08 21:54:23.297 | INFO | __main__:valid_steps:194 - Iter 688000 | Dataset Set5 | AVG Val PSNR: 30.882574 +2024-09-08 21:54:28.734 | INFO | __main__:valid_steps:194 - Iter 688000 | Dataset Set14 | AVG Val PSNR: 27.768528 +2024-09-08 21:55:13.992 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 688200 diff --git a/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_09-36-49_359282.log b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_09-36-49_359282.log new file mode 100644 index 0000000000000000000000000000000000000000..1653b8af8da852862b151e8cce277804da78f342 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_09-36-49_359282.log @@ -0,0 +1,39 @@ +2024-09-22 09:36:49.565 | INFO | common.utils:logger_info:18 - Log level set to DEBUG +2024-09-22 09:36:49.568 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-22 09:36:49.569 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-22 09:36:49.571 | INFO | __main__:main:384 - batchSize: 32 +2024-09-22 09:36:49.572 | INFO | __main__:main:384 - cropSize: 48 +2024-09-22 09:36:49.573 | INFO | __main__:main:384 - debug: True [default: False] +2024-09-22 09:36:49.574 | INFO | __main__:main:384 - displayStep: 10 [default: 100] +2024-09-22 09:36:49.575 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-2x5/ [default: ] +2024-09-22 09:36:49.576 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-22 09:36:49.577 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-22 09:36:49.578 | INFO | __main__:main:384 - interval: 4 +2024-09-22 09:36:49.579 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-22 09:36:49.580 | INFO | __main__:main:384 - lambda_lr: None +2024-09-22 09:36:49.581 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-22 09:36:49.582 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-22 09:36:49.583 | INFO | __main__:main:384 - model: SRNets +2024-09-22 09:36:49.584 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-2x5/Model.pth [default: None] +2024-09-22 09:36:49.585 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-22 09:36:49.586 | INFO | __main__:main:384 - nf: 64 +2024-09-22 09:36:49.586 | INFO | __main__:main:384 - numSamplers: 2 [default: 3] +2024-09-22 09:36:49.587 | INFO | __main__:main:384 - qf: 20 +2024-09-22 09:36:49.588 | INFO | __main__:main:384 - sampleSize: 5 [default: 3] +2024-09-22 09:36:49.588 | INFO | __main__:main:384 - saveStep: 100 [default: 200] +2024-09-22 09:36:49.589 | INFO | __main__:main:384 - scale: 4 +2024-09-22 09:36:49.589 | INFO | __main__:main:384 - sigma: 25 +2024-09-22 09:36:49.590 | INFO | __main__:main:384 - stages: 2 +2024-09-22 09:36:49.590 | INFO | __main__:main:384 - startIter: 500000 [default: 0] +2024-09-22 09:36:49.591 | INFO | __main__:main:384 - task: sr +2024-09-22 09:36:49.591 | INFO | __main__:main:384 - totalIter: 510000 [default: 200000] +2024-09-22 09:36:49.592 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-22 09:36:49.592 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-22 09:36:49.593 | INFO | __main__:main:384 - valServer: none +2024-09-22 09:36:49.593 | INFO | __main__:main:384 - valServerMode: False +2024-09-22 09:36:49.594 | INFO | __main__:main:384 - valStep: 50 [default: 2000] +2024-09-22 09:36:49.594 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-2x5/val [default: None] +2024-09-22 09:36:49.595 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-22 09:36:49.595 | INFO | __main__:main:384 - workerNum: 8 +2024-09-22 09:36:49.596 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-22 09:38:01.377 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy diff --git a/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_09-39-46_669851.log b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_09-39-46_669851.log new file mode 100644 index 0000000000000000000000000000000000000000..461b7673467335df33a33f15d7686f74503160ab --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_09-39-46_669851.log @@ -0,0 +1,73 @@ +2024-09-22 09:39:46.690 | INFO | common.utils:logger_info:18 - Log level set to DEBUG +2024-09-22 09:39:46.691 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-22 09:39:46.691 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-22 09:39:46.692 | INFO | __main__:main:384 - batchSize: 32 +2024-09-22 09:39:46.692 | INFO | __main__:main:384 - cropSize: 48 +2024-09-22 09:39:46.693 | INFO | __main__:main:384 - debug: True [default: False] +2024-09-22 09:39:46.693 | INFO | __main__:main:384 - displayStep: 10 [default: 100] +2024-09-22 09:39:46.694 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-2x5/ [default: ] +2024-09-22 09:39:46.694 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-22 09:39:46.695 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-22 09:39:46.695 | INFO | __main__:main:384 - interval: 4 +2024-09-22 09:39:46.696 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-22 09:39:46.696 | INFO | __main__:main:384 - lambda_lr: False [default: None] +2024-09-22 09:39:46.697 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-22 09:39:46.697 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-22 09:39:46.698 | INFO | __main__:main:384 - model: SRNets +2024-09-22 09:39:46.698 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-2x5/Model.pth [default: None] +2024-09-22 09:39:46.698 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-22 09:39:46.699 | INFO | __main__:main:384 - nf: 64 +2024-09-22 09:39:46.699 | INFO | __main__:main:384 - numSamplers: 2 [default: 3] +2024-09-22 09:39:46.700 | INFO | __main__:main:384 - qf: 20 +2024-09-22 09:39:46.700 | INFO | __main__:main:384 - sampleSize: 5 [default: 3] +2024-09-22 09:39:46.701 | INFO | __main__:main:384 - saveStep: 100 [default: 200] +2024-09-22 09:39:46.701 | INFO | __main__:main:384 - scale: 4 +2024-09-22 09:39:46.701 | INFO | __main__:main:384 - sigma: 25 +2024-09-22 09:39:46.702 | INFO | __main__:main:384 - stages: 2 +2024-09-22 09:39:46.702 | INFO | __main__:main:384 - startIter: 500000 [default: 0] +2024-09-22 09:39:46.703 | INFO | __main__:main:384 - task: sr +2024-09-22 09:39:46.703 | INFO | __main__:main:384 - totalIter: 510000 [default: 200000] +2024-09-22 09:39:46.704 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-22 09:39:46.704 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-22 09:39:46.705 | INFO | __main__:main:384 - valServer: none +2024-09-22 09:39:46.705 | INFO | __main__:main:384 - valServerMode: False +2024-09-22 09:39:46.705 | INFO | __main__:main:384 - valStep: 50 [default: 2000] +2024-09-22 09:39:46.706 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-2x5/val [default: None] +2024-09-22 09:39:46.706 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-22 09:39:46.707 | INFO | __main__:main:384 - workerNum: 8 +2024-09-22 09:39:46.707 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-22 09:40:25.105 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-22 09:40:40.008 | INFO | __main__:valid_steps:194 - Iter 500050 | Dataset Set5 | AVG Val PSNR: 17.591984 +2024-09-22 09:40:50.188 | INFO | __main__:valid_steps:194 - Iter 500050 | Dataset Set14 | AVG Val PSNR: 17.336645 +2024-09-22 09:40:55.822 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500100 +2024-09-22 09:40:57.445 | INFO | __main__:valid_steps:194 - Iter 500100 | Dataset Set5 | AVG Val PSNR: 16.620222 +2024-09-22 09:41:00.943 | INFO | __main__:valid_steps:194 - Iter 500100 | Dataset Set14 | AVG Val PSNR: 16.203367 +2024-09-22 09:41:08.050 | INFO | __main__:valid_steps:194 - Iter 500150 | Dataset Set5 | AVG Val PSNR: 16.639179 +2024-09-22 09:41:11.590 | INFO | __main__:valid_steps:194 - Iter 500150 | Dataset Set14 | AVG Val PSNR: 16.254290 +2024-09-22 09:41:17.403 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500200 +2024-09-22 09:41:19.066 | INFO | __main__:valid_steps:194 - Iter 500200 | Dataset Set5 | AVG Val PSNR: 16.820715 +2024-09-22 09:41:22.750 | INFO | __main__:valid_steps:194 - Iter 500200 | Dataset Set14 | AVG Val PSNR: 16.432787 +2024-09-22 09:41:29.929 | INFO | __main__:valid_steps:194 - Iter 500250 | Dataset Set5 | AVG Val PSNR: 16.851688 +2024-09-22 09:41:33.532 | INFO | __main__:valid_steps:194 - Iter 500250 | Dataset Set14 | AVG Val PSNR: 16.460960 +2024-09-22 09:41:39.142 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500300 +2024-09-22 09:41:40.762 | INFO | __main__:valid_steps:194 - Iter 500300 | Dataset Set5 | AVG Val PSNR: 16.871693 +2024-09-22 09:41:44.341 | INFO | __main__:valid_steps:194 - Iter 500300 | Dataset Set14 | AVG Val PSNR: 16.465244 +2024-09-22 09:41:51.547 | INFO | __main__:valid_steps:194 - Iter 500350 | Dataset Set5 | AVG Val PSNR: 16.972639 +2024-09-22 09:41:55.201 | INFO | __main__:valid_steps:194 - Iter 500350 | Dataset Set14 | AVG Val PSNR: 16.547312 +2024-09-22 09:42:00.935 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500400 +2024-09-22 09:42:02.697 | INFO | __main__:valid_steps:194 - Iter 500400 | Dataset Set5 | AVG Val PSNR: 16.903524 +2024-09-22 09:42:06.241 | INFO | __main__:valid_steps:194 - Iter 500400 | Dataset Set14 | AVG Val PSNR: 16.449249 +2024-09-22 09:42:13.433 | INFO | __main__:valid_steps:194 - Iter 500450 | Dataset Set5 | AVG Val PSNR: 17.049654 +2024-09-22 09:42:16.937 | INFO | __main__:valid_steps:194 - Iter 500450 | Dataset Set14 | AVG Val PSNR: 16.571934 +2024-09-22 09:42:22.389 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500500 +2024-09-22 09:42:23.907 | INFO | __main__:valid_steps:194 - Iter 500500 | Dataset Set5 | AVG Val PSNR: 17.036127 +2024-09-22 09:42:27.350 | INFO | __main__:valid_steps:194 - Iter 500500 | Dataset Set14 | AVG Val PSNR: 16.550032 +2024-09-22 09:42:34.369 | INFO | __main__:valid_steps:194 - Iter 500550 | Dataset Set5 | AVG Val PSNR: 17.004133 +2024-09-22 09:42:37.804 | INFO | __main__:valid_steps:194 - Iter 500550 | Dataset Set14 | AVG Val PSNR: 16.495310 +2024-09-22 09:42:43.242 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500600 +2024-09-22 09:42:44.828 | INFO | __main__:valid_steps:194 - Iter 500600 | Dataset Set5 | AVG Val PSNR: 17.026638 +2024-09-22 09:42:48.298 | INFO | __main__:valid_steps:194 - Iter 500600 | Dataset Set14 | AVG Val PSNR: 16.504257 +2024-09-22 09:42:55.510 | INFO | __main__:valid_steps:194 - Iter 500650 | Dataset Set5 | AVG Val PSNR: 17.038702 +2024-09-22 09:42:59.037 | INFO | __main__:valid_steps:194 - Iter 500650 | Dataset Set14 | AVG Val PSNR: 16.511009 +2024-09-22 09:43:04.300 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500700 +2024-09-22 09:43:05.859 | INFO | __main__:valid_steps:194 - Iter 500700 | Dataset Set5 | AVG Val PSNR: 17.039438 diff --git a/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_09-43-19_721345.log b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_09-43-19_721345.log new file mode 100644 index 0000000000000000000000000000000000000000..ae5ec187e475586a2c92c090098de19014b6f398 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_09-43-19_721345.log @@ -0,0 +1,50 @@ +2024-09-22 09:43:19.742 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-22 09:43:19.743 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-22 09:43:19.743 | INFO | __main__:main:384 - batchSize: 32 +2024-09-22 09:43:19.744 | INFO | __main__:main:384 - cropSize: 48 +2024-09-22 09:43:19.744 | INFO | __main__:main:384 - debug: False +2024-09-22 09:43:19.744 | INFO | __main__:main:384 - displayStep: 100 +2024-09-22 09:43:19.745 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-2x5/ [default: ] +2024-09-22 09:43:19.745 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-22 09:43:19.746 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-22 09:43:19.746 | INFO | __main__:main:384 - interval: 4 +2024-09-22 09:43:19.747 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-22 09:43:19.747 | INFO | __main__:main:384 - lambda_lr: False [default: None] +2024-09-22 09:43:19.748 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-22 09:43:19.748 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-22 09:43:19.749 | INFO | __main__:main:384 - model: SRNets +2024-09-22 09:43:19.749 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-2x5/Model.pth [default: None] +2024-09-22 09:43:19.749 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-22 09:43:19.750 | INFO | __main__:main:384 - nf: 64 +2024-09-22 09:43:19.750 | INFO | __main__:main:384 - numSamplers: 2 [default: 3] +2024-09-22 09:43:19.751 | INFO | __main__:main:384 - qf: 20 +2024-09-22 09:43:19.751 | INFO | __main__:main:384 - sampleSize: 5 [default: 3] +2024-09-22 09:43:19.752 | INFO | __main__:main:384 - saveStep: 200 +2024-09-22 09:43:19.752 | INFO | __main__:main:384 - scale: 4 +2024-09-22 09:43:19.753 | INFO | __main__:main:384 - sigma: 25 +2024-09-22 09:43:19.753 | INFO | __main__:main:384 - stages: 2 +2024-09-22 09:43:19.753 | INFO | __main__:main:384 - startIter: 500000 [default: 0] +2024-09-22 09:43:19.754 | INFO | __main__:main:384 - task: sr +2024-09-22 09:43:19.754 | INFO | __main__:main:384 - totalIter: 510000 [default: 200000] +2024-09-22 09:43:19.755 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-22 09:43:19.755 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-22 09:43:19.756 | INFO | __main__:main:384 - valServer: none +2024-09-22 09:43:19.756 | INFO | __main__:main:384 - valServerMode: False +2024-09-22 09:43:19.757 | INFO | __main__:main:384 - valStep: 2000 +2024-09-22 09:43:19.757 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-2x5/val [default: None] +2024-09-22 09:43:19.758 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-22 09:43:19.758 | INFO | __main__:main:384 - workerNum: 8 +2024-09-22 09:43:19.758 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-22 09:52:18.100 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-22 09:52:28.832 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-22 09:52:30.292 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-22 09:53:52.213 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500200 +2024-09-22 09:55:05.623 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500400 +2024-09-22 09:56:19.211 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500600 +2024-09-22 09:57:32.682 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500800 +2024-09-22 09:58:45.927 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 501000 +2024-09-22 09:59:59.391 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 501200 +2024-09-22 10:01:12.892 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 501400 +2024-09-22 10:02:26.378 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 501600 +2024-09-22 10:03:39.900 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 501800 +2024-09-22 10:04:53.172 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 502000 diff --git a/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_10-05-21_560184.log b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_10-05-21_560184.log new file mode 100644 index 0000000000000000000000000000000000000000..7a2497fb41604fffe21f98ba2a2d5bec0eb2fda4 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_10-05-21_560184.log @@ -0,0 +1,56 @@ +2024-09-22 10:05:21.705 | INFO | common.utils:logger_info:18 - Log level set to DEBUG +2024-09-22 10:05:21.706 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-22 10:05:21.707 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-22 10:05:21.707 | INFO | __main__:main:384 - batchSize: 32 +2024-09-22 10:05:21.708 | INFO | __main__:main:384 - cropSize: 48 +2024-09-22 10:05:21.708 | INFO | __main__:main:384 - debug: True [default: False] +2024-09-22 10:05:21.709 | INFO | __main__:main:384 - displayStep: 10 [default: 100] +2024-09-22 10:05:21.709 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-2x5/ [default: ] +2024-09-22 10:05:21.710 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-22 10:05:21.710 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-22 10:05:21.710 | INFO | __main__:main:384 - interval: 4 +2024-09-22 10:05:21.711 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-22 10:05:21.711 | INFO | __main__:main:384 - lambda_lr: False [default: None] +2024-09-22 10:05:21.712 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-22 10:05:21.712 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-22 10:05:21.713 | INFO | __main__:main:384 - model: SRNets +2024-09-22 10:05:21.713 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-2x5/Model.pth [default: None] +2024-09-22 10:05:21.714 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-22 10:05:21.714 | INFO | __main__:main:384 - nf: 64 +2024-09-22 10:05:21.715 | INFO | __main__:main:384 - numSamplers: 2 [default: 3] +2024-09-22 10:05:21.715 | INFO | __main__:main:384 - qf: 20 +2024-09-22 10:05:21.715 | INFO | __main__:main:384 - sampleSize: 5 [default: 3] +2024-09-22 10:05:21.716 | INFO | __main__:main:384 - saveStep: 100 [default: 200] +2024-09-22 10:05:21.716 | INFO | __main__:main:384 - scale: 4 +2024-09-22 10:05:21.717 | INFO | __main__:main:384 - sigma: 25 +2024-09-22 10:05:21.717 | INFO | __main__:main:384 - stages: 2 +2024-09-22 10:05:21.718 | INFO | __main__:main:384 - startIter: 400000 [default: 0] +2024-09-22 10:05:21.718 | INFO | __main__:main:384 - task: sr +2024-09-22 10:05:21.719 | INFO | __main__:main:384 - totalIter: 510000 [default: 200000] +2024-09-22 10:05:21.719 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-22 10:05:21.720 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-22 10:05:21.720 | INFO | __main__:main:384 - valServer: none +2024-09-22 10:05:21.721 | INFO | __main__:main:384 - valServerMode: False +2024-09-22 10:05:21.721 | INFO | __main__:main:384 - valStep: 50 [default: 2000] +2024-09-22 10:05:21.722 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-2x5/val [default: None] +2024-09-22 10:05:21.722 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-22 10:05:21.722 | INFO | __main__:main:384 - workerNum: 8 +2024-09-22 10:05:21.723 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-22 10:06:00.334 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-22 10:06:16.490 | INFO | __main__:valid_steps:194 - Iter 400050 | Dataset Set5 | AVG Val PSNR: 17.456341 +2024-09-22 10:06:26.471 | INFO | __main__:valid_steps:194 - Iter 400050 | Dataset Set14 | AVG Val PSNR: 17.036901 +2024-09-22 10:06:31.837 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 400100 +2024-09-22 10:06:33.204 | INFO | __main__:valid_steps:194 - Iter 400100 | Dataset Set5 | AVG Val PSNR: 17.145557 +2024-09-22 10:06:36.624 | INFO | __main__:valid_steps:194 - Iter 400100 | Dataset Set14 | AVG Val PSNR: 16.740938 +2024-09-22 10:06:43.338 | INFO | __main__:valid_steps:194 - Iter 400150 | Dataset Set5 | AVG Val PSNR: 16.986675 +2024-09-22 10:06:46.665 | INFO | __main__:valid_steps:194 - Iter 400150 | Dataset Set14 | AVG Val PSNR: 16.575918 +2024-09-22 10:06:52.086 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 400200 +2024-09-22 10:06:53.402 | INFO | __main__:valid_steps:194 - Iter 400200 | Dataset Set5 | AVG Val PSNR: 16.919867 +2024-09-22 10:06:56.770 | INFO | __main__:valid_steps:194 - Iter 400200 | Dataset Set14 | AVG Val PSNR: 16.505690 +2024-09-22 10:07:03.503 | INFO | __main__:valid_steps:194 - Iter 400250 | Dataset Set5 | AVG Val PSNR: 16.893353 +2024-09-22 10:07:06.765 | INFO | __main__:valid_steps:194 - Iter 400250 | Dataset Set14 | AVG Val PSNR: 16.485834 +2024-09-22 10:07:12.282 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 400300 +2024-09-22 10:07:13.623 | INFO | __main__:valid_steps:194 - Iter 400300 | Dataset Set5 | AVG Val PSNR: 16.896587 +2024-09-22 10:07:16.921 | INFO | __main__:valid_steps:194 - Iter 400300 | Dataset Set14 | AVG Val PSNR: 16.490246 +2024-09-22 10:07:23.557 | INFO | __main__:valid_steps:194 - Iter 400350 | Dataset Set5 | AVG Val PSNR: 16.895267 +2024-09-22 10:07:26.809 | INFO | __main__:valid_steps:194 - Iter 400350 | Dataset Set14 | AVG Val PSNR: 16.493988 diff --git a/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_10-07-43_611231.log b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_10-07-43_611231.log new file mode 100644 index 0000000000000000000000000000000000000000..c7d0d8bedd6efa4cdc69dc669b07e498eab18439 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x5/train-2024-09-22_10-07-43_611231.log @@ -0,0 +1,579 @@ +2024-09-22 10:07:43.633 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-22 10:07:43.634 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-22 10:07:43.635 | INFO | __main__:main:384 - batchSize: 32 +2024-09-22 10:07:43.635 | INFO | __main__:main:384 - cropSize: 48 +2024-09-22 10:07:43.636 | INFO | __main__:main:384 - debug: False +2024-09-22 10:07:43.636 | INFO | __main__:main:384 - displayStep: 100 +2024-09-22 10:07:43.637 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-2x5/ [default: ] +2024-09-22 10:07:43.637 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-22 10:07:43.638 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-22 10:07:43.638 | INFO | __main__:main:384 - interval: 4 +2024-09-22 10:07:43.639 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-22 10:07:43.640 | INFO | __main__:main:384 - lambda_lr: False [default: None] +2024-09-22 10:07:43.640 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-22 10:07:43.641 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-22 10:07:43.641 | INFO | __main__:main:384 - model: SRNets +2024-09-22 10:07:43.642 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-2x5/Model.pth [default: None] +2024-09-22 10:07:43.642 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-22 10:07:43.643 | INFO | __main__:main:384 - nf: 64 +2024-09-22 10:07:43.643 | INFO | __main__:main:384 - numSamplers: 2 [default: 3] +2024-09-22 10:07:43.644 | INFO | __main__:main:384 - qf: 20 +2024-09-22 10:07:43.644 | INFO | __main__:main:384 - sampleSize: 5 [default: 3] +2024-09-22 10:07:43.645 | INFO | __main__:main:384 - saveStep: 200 +2024-09-22 10:07:43.645 | INFO | __main__:main:384 - scale: 4 +2024-09-22 10:07:43.646 | INFO | __main__:main:384 - sigma: 25 +2024-09-22 10:07:43.646 | INFO | __main__:main:384 - stages: 2 +2024-09-22 10:07:43.647 | INFO | __main__:main:384 - startIter: 0 +2024-09-22 10:07:43.647 | INFO | __main__:main:384 - task: sr +2024-09-22 10:07:43.648 | INFO | __main__:main:384 - totalIter: 200000 +2024-09-22 10:07:43.648 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-22 10:07:43.649 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-22 10:07:43.649 | INFO | __main__:main:384 - valServer: none +2024-09-22 10:07:43.650 | INFO | __main__:main:384 - valServerMode: False +2024-09-22 10:07:43.650 | INFO | __main__:main:384 - valStep: 2000 +2024-09-22 10:07:43.651 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-2x5/val [default: None] +2024-09-22 10:07:43.651 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-22 10:07:43.652 | INFO | __main__:main:384 - workerNum: 8 +2024-09-22 10:07:43.652 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-22 10:15:31.175 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-22 10:16:01.928 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-22 10:16:03.420 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-22 10:18:29.086 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 200 +2024-09-22 10:19:42.457 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 400 +2024-09-22 10:20:55.865 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 600 +2024-09-22 10:22:09.282 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 800 +2024-09-22 10:23:22.520 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 1000 +2024-09-22 10:24:35.930 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 1200 +2024-09-22 10:25:49.327 | INFO | __main__:SaveCheckpoint:131 - 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INFO | __main__:valid_steps:194 - Iter 36000 | Dataset Set5 | AVG Val PSNR: 30.576801 +2024-09-22 14:01:24.291 | INFO | __main__:valid_steps:194 - Iter 36000 | Dataset Set14 | AVG Val PSNR: 27.565321 +2024-09-22 14:02:38.404 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 36200 +2024-09-22 14:03:52.036 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 36400 +2024-09-22 14:05:05.659 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 36600 +2024-09-22 14:06:19.279 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 36800 +2024-09-22 14:07:32.640 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 37000 +2024-09-22 14:08:46.163 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 37200 +2024-09-22 14:09:59.733 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 37400 +2024-09-22 14:11:13.293 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 37600 +2024-09-22 14:12:26.856 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 37800 +2024-09-22 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Checkpoint saved 61400 +2024-09-22 16:40:49.760 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 61600 +2024-09-22 16:42:03.231 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 61800 +2024-09-22 16:43:16.451 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 62000 +2024-09-22 16:43:21.596 | INFO | __main__:valid_steps:194 - Iter 62000 | Dataset Set5 | AVG Val PSNR: 30.722778 +2024-09-22 16:43:29.735 | INFO | __main__:valid_steps:194 - Iter 62000 | Dataset Set14 | AVG Val PSNR: 27.668774 +2024-09-22 16:44:43.523 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 62200 +2024-09-22 16:45:56.977 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 62400 +2024-09-22 16:47:10.447 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 62600 +2024-09-22 16:48:23.851 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 62800 +2024-09-22 16:49:36.961 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 63000 +2024-09-22 16:50:50.257 | INFO | 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0000000000000000000000000000000000000000..71bafec9476f2af21b70bb70bc4394fa9c86415a --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x7/Model_125800.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43c092302a9201bc40210058d38f3f0011399e1348e4fb3f1a97ccb5130bb2f8 +size 756446 diff --git a/mulut+ours/auto-sample-gelu-2x7/lutft-2024-09-23_09-50-40_667021.log b/mulut+ours/auto-sample-gelu-2x7/lutft-2024-09-23_09-50-40_667021.log new file mode 100644 index 0000000000000000000000000000000000000000..bad5d49b74fd48359f5b1f32151ebf13713e9743 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x7/lutft-2024-09-23_09-50-40_667021.log @@ -0,0 +1,244 @@ +2024-09-23 09:50:40.815 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-2x7/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-2x7/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 2 [default: 3] + qf: 20 + sampleSize: 7 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-2x7/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-23 10:01:51.087 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-23 10:02:32.411 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-23 10:02:34.782 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-23 10:06:46.668 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.454565, AVG: SSIM: 0.856690 +2024-09-23 10:07:18.203 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.519232, AVG: SSIM: 0.748321 +2024-09-23 10:10:32.171 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 26.788389, AVG: SSIM: 0.705518 +2024-09-23 10:17:26.435 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Urban100 | AVG PSNR: 24.363350, AVG: SSIM: 0.711240 +2024-09-23 10:26:02.433 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Manga109 | AVG PSNR: 27.836182, AVG: SSIM: 0.856323 +2024-09-23 10:33:31.167 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x7/ | Iter: 100, Sample: 3200, GPixel:2.69e-03, dT:0.0013, rT:5.5041 +2024-09-23 10:41:00.464 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-2x7/ | Iter: 200, Sample: 6400, GPixel:2.88e-03, dT:0.0011, rT:4.4866 +2024-09-23 10:48:37.447 | INFO | __main__::185 - 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0000000000000000000000000000000000000000..19303a1907ae61603cfbeceae6a3b5b1a60553b9 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-2x7/train-2024-09-22_09-17-32_796366.log @@ -0,0 +1,1199 @@ +2024-09-22 09:17:33.400 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-22 09:17:33.402 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-22 09:17:33.403 | INFO | __main__:main:384 - batchSize: 32 +2024-09-22 09:17:33.403 | INFO | __main__:main:384 - cropSize: 48 +2024-09-22 09:17:33.404 | INFO | __main__:main:384 - debug: False +2024-09-22 09:17:33.404 | INFO | __main__:main:384 - displayStep: 100 +2024-09-22 09:17:33.405 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-2x7 [default: ] +2024-09-22 09:17:33.406 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-22 09:17:33.406 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-22 09:17:33.407 | INFO | __main__:main:384 - interval: 4 +2024-09-22 09:17:33.407 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-22 09:17:33.408 | INFO | __main__:main:384 - lambda_lr: False [default: None] +2024-09-22 09:17:33.408 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-22 09:17:33.408 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-22 09:17:33.409 | INFO | __main__:main:384 - model: SRNets +2024-09-22 09:17:33.409 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-2x7/Model.pth [default: None] +2024-09-22 09:17:33.410 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-22 09:17:33.410 | INFO | __main__:main:384 - nf: 64 +2024-09-22 09:17:33.411 | INFO | __main__:main:384 - numSamplers: 2 [default: 3] +2024-09-22 09:17:33.411 | INFO | __main__:main:384 - qf: 20 +2024-09-22 09:17:33.412 | INFO | __main__:main:384 - sampleSize: 7 [default: 3] +2024-09-22 09:17:33.412 | INFO | __main__:main:384 - saveStep: 200 +2024-09-22 09:17:33.413 | INFO | __main__:main:384 - scale: 4 +2024-09-22 09:17:33.413 | INFO | __main__:main:384 - sigma: 25 +2024-09-22 09:17:33.414 | INFO | __main__:main:384 - stages: 2 +2024-09-22 09:17:33.414 | INFO | __main__:main:384 - startIter: 0 +2024-09-22 09:17:33.415 | INFO | __main__:main:384 - task: sr +2024-09-22 09:17:33.415 | INFO | __main__:main:384 - totalIter: 200000 +2024-09-22 09:17:33.415 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-22 09:17:33.416 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-22 09:17:33.416 | INFO | __main__:main:384 - valServer: none +2024-09-22 09:17:33.417 | INFO | __main__:main:384 - valServerMode: False +2024-09-22 09:17:33.417 | INFO | __main__:main:384 - valStep: 2000 +2024-09-22 09:17:33.418 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-2x7/val [default: None] +2024-09-22 09:17:33.418 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-22 09:17:33.418 | INFO | __main__:main:384 - workerNum: 8 +2024-09-22 09:17:33.419 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-22 09:27:14.993 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-22 09:27:48.244 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-22 09:28:15.600 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-22 09:33:10.732 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 200 +2024-09-22 09:34:47.577 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 400 +2024-09-22 09:36:22.546 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 600 +2024-09-22 09:37:59.175 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 800 +2024-09-22 09:39:33.445 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 1000 +2024-09-22 09:41:09.661 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 1200 +2024-09-22 09:42:39.537 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 1400 +2024-09-22 09:44:10.161 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 1600 +2024-09-22 09:45:41.504 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 1800 +2024-09-22 09:47:10.572 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 2000 +2024-09-22 09:47:36.874 | INFO | __main__:valid_steps:194 - Iter 2000 | Dataset Set5 | AVG Val PSNR: 28.783783 +2024-09-22 09:47:51.648 | INFO | __main__:valid_steps:194 - Iter 2000 | Dataset Set14 | AVG Val PSNR: 26.304121 +2024-09-22 09:49:21.129 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 2200 +2024-09-22 09:50:51.328 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 2400 +2024-09-22 09:52:21.275 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 2600 +2024-09-22 09:53:52.302 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 2800 +2024-09-22 09:55:21.905 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 3000 +2024-09-22 09:56:51.877 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 3200 +2024-09-22 09:58:21.742 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 3400 +2024-09-22 09:59:51.477 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 3600 +2024-09-22 10:01:20.837 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 3800 +2024-09-22 10:02:49.879 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 4000 +2024-09-22 10:02:54.642 | INFO | __main__:valid_steps:194 - Iter 4000 | Dataset Set5 | AVG Val PSNR: 29.361874 +2024-09-22 10:03:01.621 | INFO | __main__:valid_steps:194 - Iter 4000 | Dataset Set14 | AVG Val PSNR: 26.674597 +2024-09-22 10:04:30.282 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 4200 +2024-09-22 10:05:59.890 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 4400 +2024-09-22 10:07:29.868 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 4600 +2024-09-22 10:08:59.430 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 4800 +2024-09-22 10:10:28.936 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 5000 +2024-09-22 10:11:58.353 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 5200 +2024-09-22 10:13:28.023 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 5400 +2024-09-22 10:14:57.384 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 5600 +2024-09-22 10:16:27.387 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 5800 +2024-09-22 10:17:57.127 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 6000 +2024-09-22 10:18:01.218 | INFO | __main__:valid_steps:194 - Iter 6000 | Dataset Set5 | AVG Val PSNR: 29.714550 +2024-09-22 10:18:08.378 | INFO | __main__:valid_steps:194 - Iter 6000 | Dataset Set14 | AVG Val PSNR: 26.923222 +2024-09-22 10:19:37.327 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 6200 +2024-09-22 10:21:06.539 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 6400 +2024-09-22 10:22:35.306 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 6600 +2024-09-22 10:24:03.685 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 6800 +2024-09-22 10:25:33.476 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 7000 +2024-09-22 10:27:02.606 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 7200 +2024-09-22 10:28:32.375 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 7400 +2024-09-22 10:30:02.160 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 7600 +2024-09-22 10:31:31.118 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 7800 +2024-09-22 10:32:59.972 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 8000 +2024-09-22 10:33:04.255 | INFO | __main__:valid_steps:194 - Iter 8000 | Dataset Set5 | AVG Val PSNR: 29.721283 +2024-09-22 10:33:11.299 | INFO | __main__:valid_steps:194 - Iter 8000 | Dataset Set14 | AVG Val PSNR: 26.949354 +2024-09-22 10:34:39.955 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 8200 +2024-09-22 10:36:09.080 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 8400 +2024-09-22 10:37:38.579 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 8600 +2024-09-22 10:39:08.558 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 8800 +2024-09-22 10:40:37.665 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 9000 +2024-09-22 10:42:06.818 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 9200 +2024-09-22 10:43:36.181 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 9400 +2024-09-22 10:45:05.613 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 9600 +2024-09-22 10:46:34.718 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 9800 +2024-09-22 10:48:04.050 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 10000 +2024-09-22 10:48:08.231 | INFO | __main__:valid_steps:194 - Iter 10000 | Dataset Set5 | AVG Val PSNR: 30.002737 +2024-09-22 10:48:15.262 | INFO | __main__:valid_steps:194 - Iter 10000 | Dataset Set14 | AVG Val PSNR: 27.139437 +2024-09-22 10:49:44.505 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 10200 +2024-09-22 10:51:13.902 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 10400 +2024-09-22 10:52:43.295 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 10600 +2024-09-22 10:54:12.428 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 10800 +2024-09-22 10:55:41.645 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 11000 +2024-09-22 10:57:11.170 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 11200 +2024-09-22 10:58:40.661 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 11400 +2024-09-22 11:00:09.107 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 11600 +2024-09-22 11:01:38.578 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 11800 +2024-09-22 11:03:06.739 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 12000 +2024-09-22 11:03:11.177 | INFO | __main__:valid_steps:194 - Iter 12000 | Dataset Set5 | AVG Val PSNR: 30.074005 +2024-09-22 11:03:18.737 | INFO | __main__:valid_steps:194 - Iter 12000 | Dataset Set14 | AVG Val PSNR: 27.181597 +2024-09-22 11:04:47.232 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 12200 +2024-09-22 11:06:16.233 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 12400 +2024-09-22 11:07:44.995 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 12600 +2024-09-22 11:09:14.043 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 12800 +2024-09-22 11:10:43.346 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 13000 +2024-09-22 11:12:13.247 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 13200 +2024-09-22 11:13:42.045 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 13400 +2024-09-22 11:15:10.928 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 13600 +2024-09-22 11:16:39.914 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 13800 +2024-09-22 11:18:08.431 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 14000 +2024-09-22 11:18:13.313 | INFO | __main__:valid_steps:194 - Iter 14000 | Dataset Set5 | AVG Val PSNR: 30.195288 +2024-09-22 11:20:16.115 | INFO | 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| INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 18000 +2024-09-22 11:50:09.088 | INFO | __main__:valid_steps:194 - Iter 18000 | Dataset Set5 | AVG Val PSNR: 30.258495 +2024-09-22 11:50:16.441 | INFO | __main__:valid_steps:194 - Iter 18000 | Dataset Set14 | AVG Val PSNR: 27.326876 +2024-09-22 11:51:44.851 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 18200 +2024-09-22 11:53:14.034 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 18400 +2024-09-22 11:54:43.488 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 18600 +2024-09-22 11:56:13.031 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 18800 +2024-09-22 11:57:42.713 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 19000 +2024-09-22 11:59:12.516 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 19200 +2024-09-22 12:00:42.368 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 19400 +2024-09-22 12:02:11.886 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 19600 +2024-09-22 12:03:40.542 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 19800 +2024-09-22 12:05:10.217 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 20000 +2024-09-22 12:05:14.282 | INFO | __main__:valid_steps:194 - Iter 20000 | Dataset Set5 | AVG Val PSNR: 30.337667 +2024-09-22 12:05:21.706 | INFO | __main__:valid_steps:194 - Iter 20000 | Dataset Set14 | AVG Val PSNR: 27.395430 +2024-09-22 12:06:49.818 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 20200 +2024-09-22 12:08:18.866 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 20400 +2024-09-22 12:09:48.476 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 20600 +2024-09-22 12:11:18.055 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 20800 +2024-09-22 12:12:47.564 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 21000 +2024-09-22 12:14:17.058 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 21200 +2024-09-22 12:15:46.059 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 21400 +2024-09-22 12:17:15.126 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 21600 +2024-09-22 12:18:44.332 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 21800 +2024-09-22 12:20:13.571 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 22000 +2024-09-22 12:20:17.582 | INFO | __main__:valid_steps:194 - Iter 22000 | Dataset Set5 | AVG Val PSNR: 30.361303 +2024-09-22 12:20:25.181 | INFO | __main__:valid_steps:194 - Iter 22000 | Dataset Set14 | AVG Val PSNR: 27.426868 +2024-09-22 12:21:54.430 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 22200 +2024-09-22 12:23:23.202 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 22400 +2024-09-22 12:24:51.723 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 22600 +2024-09-22 12:26:20.477 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 22800 +2024-09-22 12:27:49.824 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 23000 +2024-09-22 12:29:19.613 | INFO | __main__:SaveCheckpoint:131 - Checkpoint 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Checkpoint saved 25000 +2024-09-22 12:44:20.988 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 25200 +2024-09-22 12:45:50.396 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 25400 +2024-09-22 12:47:19.424 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 25600 +2024-09-22 12:48:47.318 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 25800 +2024-09-22 12:50:16.632 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 26000 +2024-09-22 12:50:20.649 | INFO | __main__:valid_steps:194 - Iter 26000 | Dataset Set5 | AVG Val PSNR: 30.432318 +2024-09-22 12:50:28.301 | INFO | __main__:valid_steps:194 - Iter 26000 | Dataset Set14 | AVG Val PSNR: 27.479034 +2024-09-22 12:51:57.374 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 26200 +2024-09-22 12:53:26.623 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 26400 +2024-09-22 12:54:56.459 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 26600 +2024-09-22 12:56:25.182 | INFO | 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| INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 28600 +2024-09-22 13:11:32.789 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 28800 +2024-09-22 13:13:02.510 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 29000 +2024-09-22 13:14:32.140 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 29200 +2024-09-22 13:16:01.540 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 29400 +2024-09-22 13:17:30.981 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 29600 +2024-09-22 13:19:00.051 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 29800 +2024-09-22 13:20:29.510 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 30000 +2024-09-22 13:20:33.440 | INFO | __main__:valid_steps:194 - Iter 30000 | Dataset Set5 | AVG Val PSNR: 30.441034 +2024-09-22 13:20:41.178 | INFO | __main__:valid_steps:194 - Iter 30000 | Dataset Set14 | AVG Val PSNR: 27.502880 +2024-09-22 13:22:10.270 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 30200 +2024-09-22 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+2024-09-22 13:37:13.189 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 32200 +2024-09-22 13:38:42.690 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 32400 +2024-09-22 13:40:12.351 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 32600 +2024-09-22 13:41:41.870 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 32800 +2024-09-22 13:43:11.314 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 33000 +2024-09-22 13:44:41.207 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 33200 +2024-09-22 13:46:10.611 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 33400 +2024-09-22 13:47:40.109 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 33600 +2024-09-22 13:49:09.600 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 33800 +2024-09-22 13:50:39.137 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 34000 +2024-09-22 13:50:43.101 | INFO | __main__:valid_steps:194 - Iter 34000 | Dataset Set5 | AVG Val PSNR: 30.478964 +2024-09-22 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INFO | __main__:valid_steps:194 - Iter 36000 | Dataset Set5 | AVG Val PSNR: 30.587927 +2024-09-22 14:05:53.544 | INFO | __main__:valid_steps:194 - Iter 36000 | Dataset Set14 | AVG Val PSNR: 27.598705 +2024-09-22 14:07:22.403 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 36200 +2024-09-22 14:08:51.232 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 36400 +2024-09-22 14:10:20.018 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 36600 +2024-09-22 14:11:49.076 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 36800 +2024-09-22 14:13:18.034 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 37000 +2024-09-22 14:14:46.161 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 37200 +2024-09-22 14:16:16.166 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 37400 +2024-09-22 14:17:45.755 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 37600 +2024-09-22 14:19:14.335 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 37800 +2024-09-22 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Checkpoint saved 90200 +2024-09-22 20:54:50.479 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 90400 +2024-09-22 20:56:18.120 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 90600 +2024-09-22 20:57:45.835 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 90800 +2024-09-22 20:59:13.015 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 91000 +2024-09-22 21:00:40.212 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 91200 +2024-09-22 21:02:08.440 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 91400 +2024-09-22 21:03:35.210 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 91600 +2024-09-22 21:05:03.292 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 91800 +2024-09-22 21:06:30.546 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 92000 +2024-09-22 21:06:35.977 | INFO | __main__:valid_steps:194 - Iter 92000 | Dataset Set5 | AVG Val PSNR: 30.762966 +2024-09-22 21:06:45.752 | INFO | __main__:valid_steps:194 - Iter 92000 | Dataset 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b/mulut+ours/auto-sample-gelu-3x3/Model_789000.pth new file mode 100644 index 0000000000000000000000000000000000000000..14105726505837ddc890499b13fcf365a086496a --- /dev/null +++ b/mulut+ours/auto-sample-gelu-3x3/Model_789000.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e47b43954ba8623d2b8ab9dcb8376ee28d9af2cbf910861e44b93875606cc655 +size 1129880 diff --git a/mulut+ours/auto-sample-gelu-3x3/lutft-2024-09-23_21-58-20_077416.log b/mulut+ours/auto-sample-gelu-3x3/lutft-2024-09-23_21-58-20_077416.log new file mode 100644 index 0000000000000000000000000000000000000000..2fa9f6519796ba11980a0a06d2a6d1ffc446baa0 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-3x3/lutft-2024-09-23_21-58-20_077416.log @@ -0,0 +1,263 @@ +2024-09-23 21:58:20.286 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-3x3/ [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-3x3/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 3 + qf: 20 + sampleSize: 3 + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-3x3/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-23 22:06:55.806 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-23 22:07:22.661 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-23 22:07:25.170 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-23 22:10:47.041 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.183502, AVG: SSIM: 0.849275 +2024-09-23 22:11:28.949 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.358017, AVG: SSIM: 0.742369 +2024-09-23 22:15:47.544 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 26.664711, AVG: SSIM: 0.699099 +2024-09-23 22:23:53.765 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Urban100 | AVG PSNR: 24.237131, AVG: SSIM: 0.705273 +2024-09-23 22:33:42.781 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Manga109 | AVG PSNR: 27.601397, AVG: SSIM: 0.851692 +2024-09-23 22:44:39.831 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-3x3/ | Iter: 100, Sample: 3200, GPixel:2.75e-03, dT:0.0017, rT:7.5633 +2024-09-23 22:55:46.720 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-3x3/ | Iter: 200, Sample: 6400, GPixel:2.65e-03, dT:0.0012, rT:6.6637 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b/mulut+ours/auto-sample-gelu-3x3/train-2024-03-06_22-41-47_501913.log new file mode 100644 index 0000000000000000000000000000000000000000..473eb7eb9c932911e892da5f680ba39a724f5f24 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-3x3/train-2024-03-06_22-41-47_501913.log @@ -0,0 +1,741 @@ +2024-03-06 22:41:47.512 | INFO | __main__:main:354 - ----------------- Options --------------- +2024-03-06 22:41:47.513 | INFO | __main__:main:354 - activateFunction: gelu [default: relu] +2024-03-06 22:41:47.513 | INFO | __main__:main:354 - batchSize: 32 +2024-03-06 22:41:47.514 | INFO | __main__:main:354 - cropSize: 48 +2024-03-06 22:41:47.514 | INFO | __main__:main:354 - debug: False +2024-03-06 22:41:47.514 | INFO | __main__:main:354 - displayStep: 100 +2024-03-06 22:41:47.514 | INFO | __main__:main:354 - expDir: ../models/auto-sample-gelu-3x3 [default: ] +2024-03-06 22:41:47.514 | INFO | __main__:main:354 - gpuNum: 1 +2024-03-06 22:41:47.514 | INFO | __main__:main:354 - gradientStep: 250 +2024-03-06 22:41:47.515 | INFO | __main__:main:354 - interval: 4 +2024-03-06 22:41:47.515 | INFO | __main__:main:354 - isTrain: True [default: None] +2024-03-06 22:41:47.515 | INFO | __main__:main:354 - load_from_opt_file: False +2024-03-06 22:41:47.515 | INFO | __main__:main:354 - lr0: 0.001 +2024-03-06 22:41:47.515 | INFO | __main__:main:354 - lr1: 0.0001 +2024-03-06 22:41:47.515 | INFO | __main__:main:354 - model: SRNets +2024-03-06 22:41:47.516 | INFO | __main__:main:354 - modelPath: ../models/auto-sample-gelu-3x3/Model.pth [default: None] +2024-03-06 22:41:47.516 | INFO | __main__:main:354 - modelRoot: ../models +2024-03-06 22:41:47.516 | INFO | __main__:main:354 - nf: 64 +2024-03-06 22:41:47.516 | INFO | __main__:main:354 - numSamplers: 3 +2024-03-06 22:41:47.516 | INFO | __main__:main:354 - qf: 20 +2024-03-06 22:41:47.516 | INFO | __main__:main:354 - sampleSize: 3 +2024-03-06 22:41:47.517 | INFO | __main__:main:354 - saveStep: 2000 +2024-03-06 22:41:47.517 | INFO | __main__:main:354 - scale: 4 +2024-03-06 22:41:47.517 | INFO | __main__:main:354 - sigma: 25 +2024-03-06 22:41:47.517 | INFO | __main__:main:354 - stages: 2 +2024-03-06 22:41:47.517 | INFO | __main__:main:354 - startIter: 0 +2024-03-06 22:41:47.518 | INFO | __main__:main:354 - task: sr +2024-03-06 22:41:47.518 | INFO | __main__:main:354 - totalIter: 200000 +2024-03-06 22:41:47.518 | INFO | __main__:main:354 - trainDir: ../data/DIV2K +2024-03-06 22:41:47.518 | INFO | __main__:main:354 - valDir: ../data/SRBenchmark +2024-03-06 22:41:47.518 | INFO | __main__:main:354 - valServer: none +2024-03-06 22:41:47.518 | INFO | __main__:main:354 - valServerMode: False +2024-03-06 22:41:47.519 | INFO | __main__:main:354 - valStep: 2000 +2024-03-06 22:41:47.519 | INFO | __main__:main:354 - valoutDir: ../models/auto-sample-gelu-3x3/val [default: None] +2024-03-06 22:41:47.519 | INFO | __main__:main:354 - weightDecay: 0 +2024-03-06 22:41:47.519 | INFO | __main__:main:354 - workerNum: 8 +2024-03-06 22:41:47.519 | INFO | __main__:main:354 - ----------------- End ------------------- +2024-03-06 22:41:53.149 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-03-06 22:41:53.388 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-03-06 22:41:54.286 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-03-06 22:55:35.900 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 2000 +2024-03-06 22:55:40.063 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set5 | AVG Val PSNR: 29.291901 +2024-03-06 22:55:47.034 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set14 | AVG Val PSNR: 26.636570 +2024-03-06 22:56:01.555 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset B100 | AVG Val PSNR: 26.374956 +2024-03-06 22:57:09.876 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Urban100 | AVG Val PSNR: 23.604877 +2024-03-06 22:58:18.967 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Manga109 | AVG Val PSNR: 25.713388 +2024-03-06 23:01:59.655 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset DIV2K | AVG Val PSNR: 28.646538 +2024-03-06 23:15:35.354 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 4000 +2024-03-06 23:15:37.771 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Set5 | AVG Val PSNR: 29.561926 +2024-03-06 23:15:42.322 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Set14 | AVG Val PSNR: 26.840515 +2024-03-06 23:15:55.998 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset B100 | AVG Val PSNR: 26.481501 +2024-03-06 23:16:50.913 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Urban100 | AVG Val PSNR: 23.761032 +2024-03-06 23:17:59.210 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Manga109 | AVG Val PSNR: 26.149107 +2024-03-06 23:21:15.662 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset DIV2K | AVG Val PSNR: 28.807762 +2024-03-06 23:31:16.547 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 6000 +2024-03-06 23:31:19.334 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Set5 | AVG Val PSNR: 29.792658 +2024-03-06 23:31:23.370 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Set14 | AVG Val PSNR: 27.011488 +2024-03-06 23:31:35.700 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset B100 | AVG Val PSNR: 26.559093 +2024-03-06 23:32:19.371 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Urban100 | AVG Val PSNR: 23.898638 +2024-03-06 23:33:14.976 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Manga109 | AVG Val PSNR: 26.537117 +2024-03-06 23:35:55.040 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset DIV2K | AVG Val PSNR: 28.893583 +2024-03-06 23:43:15.038 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 8000 +2024-03-06 23:43:17.962 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Set5 | AVG Val PSNR: 29.986938 +2024-03-06 23:43:22.435 | INFO | 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AVG Val PSNR: 30.899099 +2024-03-07 18:51:00.257 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Set14 | AVG Val PSNR: 27.781418 +2024-03-07 18:51:12.378 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset B100 | AVG Val PSNR: 26.982952 +2024-03-07 18:51:56.329 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Urban100 | AVG Val PSNR: 24.670351 +2024-03-07 18:52:52.734 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Manga109 | AVG Val PSNR: 28.369299 +2024-03-07 18:55:29.621 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset DIV2K | AVG Val PSNR: 29.351295 +2024-03-07 18:55:30.123 | INFO | __main__:train:326 - Complete diff --git a/mulut+ours/auto-sample-gelu-3x3/train-2024-03-07_23-55-55_783959.log b/mulut+ours/auto-sample-gelu-3x3/train-2024-03-07_23-55-55_783959.log new file mode 100644 index 0000000000000000000000000000000000000000..818ac594b5e9bbf43976ae01614fd4fb6baf77a9 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-3x3/train-2024-03-07_23-55-55_783959.log @@ -0,0 +1,1091 @@ +2024-03-07 23:55:55.795 | INFO | __main__:main:354 - ----------------- Options --------------- +2024-03-07 23:55:55.795 | INFO | __main__:main:354 - activateFunction: gelu [default: relu] +2024-03-07 23:55:55.795 | INFO | __main__:main:354 - batchSize: 32 +2024-03-07 23:55:55.795 | INFO | __main__:main:354 - cropSize: 48 +2024-03-07 23:55:55.796 | INFO | __main__:main:354 - debug: False +2024-03-07 23:55:55.796 | INFO | __main__:main:354 - displayStep: 100 +2024-03-07 23:55:55.796 | INFO | __main__:main:354 - expDir: ../models/auto-sample-gelu-3x3 [default: ] +2024-03-07 23:55:55.796 | INFO | __main__:main:354 - gpuNum: 1 +2024-03-07 23:55:55.796 | INFO | __main__:main:354 - gradientStep: 250 +2024-03-07 23:55:55.796 | INFO | __main__:main:354 - interval: 4 +2024-03-07 23:55:55.797 | INFO | __main__:main:354 - isTrain: True [default: None] +2024-03-07 23:55:55.797 | INFO | __main__:main:354 - load_from_opt_file: False +2024-03-07 23:55:55.797 | INFO | __main__:main:354 - lr0: 0.001 +2024-03-07 23:55:55.797 | INFO | __main__:main:354 - lr1: 0.0001 +2024-03-07 23:55:55.797 | INFO | __main__:main:354 - model: SRNets +2024-03-07 23:55:55.798 | INFO | __main__:main:354 - modelPath: ../models/auto-sample-gelu-3x3/Model.pth [default: None] +2024-03-07 23:55:55.798 | INFO | __main__:main:354 - modelRoot: ../models +2024-03-07 23:55:55.798 | INFO | __main__:main:354 - nf: 64 +2024-03-07 23:55:55.798 | INFO | __main__:main:354 - numSamplers: 3 +2024-03-07 23:55:55.798 | INFO | __main__:main:354 - qf: 20 +2024-03-07 23:55:55.798 | INFO | __main__:main:354 - sampleSize: 3 +2024-03-07 23:55:55.799 | INFO | __main__:main:354 - saveStep: 2000 +2024-03-07 23:55:55.799 | INFO | __main__:main:354 - scale: 4 +2024-03-07 23:55:55.799 | INFO | __main__:main:354 - sigma: 25 +2024-03-07 23:55:55.799 | INFO | __main__:main:354 - stages: 2 +2024-03-07 23:55:55.799 | INFO | __main__:main:354 - startIter: 200000 [default: 0] +2024-03-07 23:55:55.799 | INFO | __main__:main:354 - task: sr +2024-03-07 23:55:55.800 | INFO | __main__:main:354 - totalIter: 500000 [default: 200000] +2024-03-07 23:55:55.800 | INFO | __main__:main:354 - trainDir: ../data/DIV2K +2024-03-07 23:55:55.800 | INFO | __main__:main:354 - valDir: ../data/SRBenchmark +2024-03-07 23:55:55.800 | INFO | __main__:main:354 - valServer: none +2024-03-07 23:55:55.801 | INFO | __main__:main:354 - valServerMode: False +2024-03-07 23:55:55.801 | INFO | __main__:main:354 - valStep: 2000 +2024-03-07 23:55:55.801 | INFO | __main__:main:354 - valoutDir: ../models/auto-sample-gelu-3x3/val [default: None] +2024-03-07 23:55:55.801 | INFO | __main__:main:354 - weightDecay: 0 +2024-03-07 23:55:55.801 | INFO | __main__:main:354 - workerNum: 8 +2024-03-07 23:55:55.802 | INFO | __main__:main:354 - ----------------- End ------------------- +2024-03-07 23:56:00.845 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-03-07 23:56:01.063 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-03-07 23:56:01.923 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-03-08 00:03:21.196 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 202000 +2024-03-08 00:03:23.969 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Set5 | AVG Val PSNR: 30.906712 +2024-03-08 00:03:28.393 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Set14 | AVG Val PSNR: 27.772821 +2024-03-08 00:03:39.885 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset B100 | AVG Val PSNR: 26.974861 +2024-03-08 00:04:29.417 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Urban100 | AVG Val PSNR: 24.668623 +2024-03-08 00:05:25.459 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Manga109 | AVG Val PSNR: 28.374876 +2024-03-08 00:08:14.611 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset DIV2K | AVG Val PSNR: 29.346983 +2024-03-08 00:15:33.236 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 204000 +2024-03-08 00:15:35.524 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Set5 | AVG Val PSNR: 30.802271 +2024-03-08 00:15:39.559 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Set14 | AVG Val PSNR: 27.723646 +2024-03-08 00:15:51.116 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset B100 | AVG Val PSNR: 26.979538 +2024-03-08 00:16:34.225 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Urban100 | AVG Val PSNR: 24.622551 +2024-03-08 00:17:30.281 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Manga109 | AVG Val PSNR: 28.283451 +2024-03-08 00:20:07.535 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset DIV2K | AVG Val PSNR: 29.323563 +2024-03-08 00:27:25.987 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 206000 +2024-03-08 00:27:28.254 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Set5 | AVG Val PSNR: 30.869404 +2024-03-08 00:27:32.113 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Set14 | AVG Val PSNR: 27.770346 +2024-03-08 00:27:43.695 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset B100 | AVG Val PSNR: 26.994705 +2024-03-08 00:28:26.690 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Urban100 | AVG Val PSNR: 24.665901 +2024-03-08 00:29:21.255 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Manga109 | AVG Val PSNR: 28.299681 +2024-03-08 00:31:57.354 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset DIV2K | AVG Val PSNR: 29.345549 +2024-03-08 00:39:15.634 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 208000 +2024-03-08 00:39:17.894 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Set5 | AVG Val PSNR: 30.860046 +2024-03-08 00:39:21.795 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Set14 | AVG Val PSNR: 27.778622 +2024-03-08 00:39:33.368 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset B100 | AVG Val PSNR: 26.992363 +2024-03-08 00:40:16.392 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Urban100 | AVG Val PSNR: 24.679258 +2024-03-08 00:41:12.376 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Manga109 | AVG Val PSNR: 28.311663 +2024-03-08 00:43:49.381 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset DIV2K | AVG Val PSNR: 29.328941 +2024-03-08 00:51:08.016 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 210000 +2024-03-08 00:51:10.267 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Set5 | AVG Val PSNR: 30.772335 +2024-03-08 00:51:14.128 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Set14 | AVG Val PSNR: 27.693066 +2024-03-08 00:51:25.615 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset B100 | AVG Val PSNR: 26.935101 +2024-03-08 00:52:08.773 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Urban100 | AVG Val PSNR: 24.636482 +2024-03-08 00:53:02.852 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Manga109 | AVG Val PSNR: 28.294868 +2024-03-08 00:55:40.036 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset DIV2K | AVG Val PSNR: 29.231091 +2024-03-08 01:02:58.462 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 212000 +2024-03-08 01:03:00.677 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Set5 | AVG Val PSNR: 30.869883 +2024-03-08 01:03:04.531 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Set14 | AVG Val PSNR: 27.773624 +2024-03-08 01:03:16.104 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset B100 | AVG Val PSNR: 26.986919 +2024-03-08 01:03:59.346 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Urban100 | AVG Val PSNR: 24.668440 +2024-03-08 01:04:54.110 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Manga109 | AVG Val PSNR: 28.324108 +2024-03-08 01:07:31.610 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset DIV2K | AVG Val PSNR: 29.313789 +2024-03-08 01:14:49.827 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 214000 +2024-03-08 01:14:52.092 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset Set5 | AVG Val PSNR: 30.868637 +2024-03-08 01:14:55.978 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset Set14 | AVG Val PSNR: 27.775845 +2024-03-08 01:15:07.514 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset B100 | AVG Val PSNR: 26.992065 +2024-03-08 01:15:50.339 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset Urban100 | AVG Val PSNR: 24.657166 +2024-03-08 01:16:44.417 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset Manga109 | AVG Val PSNR: 28.323990 +2024-03-08 01:19:19.892 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset DIV2K | AVG Val PSNR: 29.343166 +2024-03-08 01:26:38.221 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 216000 +2024-03-08 01:26:40.459 | INFO | __main__:valid_steps:188 - Iter 216000 | Dataset Set5 | AVG Val PSNR: 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03:29:41.201 | INFO | __main__:valid_steps:188 - Iter 480000 | Dataset Urban100 | AVG Val PSNR: 24.722254 +2024-03-09 03:30:36.787 | INFO | __main__:valid_steps:188 - Iter 480000 | Dataset Manga109 | AVG Val PSNR: 28.432627 +2024-03-09 03:33:13.598 | INFO | __main__:valid_steps:188 - Iter 480000 | Dataset DIV2K | AVG Val PSNR: 29.365578 +2024-03-09 03:40:32.764 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 482000 +2024-03-09 03:40:35.073 | INFO | __main__:valid_steps:188 - Iter 482000 | Dataset Set5 | AVG Val PSNR: 30.906155 +2024-03-09 03:40:39.017 | INFO | __main__:valid_steps:188 - Iter 482000 | Dataset Set14 | AVG Val PSNR: 27.791662 +2024-03-09 03:40:50.516 | INFO | __main__:valid_steps:188 - Iter 482000 | Dataset B100 | AVG Val PSNR: 27.014973 +2024-03-09 03:41:33.514 | INFO | __main__:valid_steps:188 - Iter 482000 | Dataset Urban100 | AVG Val PSNR: 24.692316 +2024-03-09 03:42:28.490 | INFO | __main__:valid_steps:188 - Iter 482000 | Dataset Manga109 | AVG Val PSNR: 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Iter 500000 | Dataset Manga109 | AVG Val PSNR: 28.430668 +2024-03-09 05:31:30.690 | INFO | __main__:valid_steps:188 - Iter 500000 | Dataset DIV2K | AVG Val PSNR: 29.367842 +2024-03-09 05:31:31.159 | INFO | __main__:train:326 - Complete diff --git a/mulut+ours/auto-sample-gelu-3x3/train-2024-09-04_23-16-01_167437.log b/mulut+ours/auto-sample-gelu-3x3/train-2024-09-04_23-16-01_167437.log new file mode 100644 index 0000000000000000000000000000000000000000..8543a8fb6d7981eeac95528a72f42656113f6ffa --- /dev/null +++ b/mulut+ours/auto-sample-gelu-3x3/train-2024-09-04_23-16-01_167437.log @@ -0,0 +1,1841 @@ +2024-09-04 23:16:01.179 | INFO | __main__:main:402 - ----------------- Options --------------- +2024-09-04 23:16:01.179 | INFO | __main__:main:402 - activateFunction: relu +2024-09-04 23:16:01.179 | INFO | __main__:main:402 - batchSize: 32 +2024-09-04 23:16:01.180 | INFO | __main__:main:402 - cropSize: 48 +2024-09-04 23:16:01.180 | INFO | __main__:main:402 - debug: False +2024-09-04 23:16:01.180 | INFO | __main__:main:402 - displayStep: 100 +2024-09-04 23:16:01.180 | INFO | __main__:main:402 - expDir: ../models/no_res_bug/auto-sample-gelu-3x3/ [default: ] +2024-09-04 23:16:01.180 | INFO | __main__:main:402 - gpuNum: 1 +2024-09-04 23:16:01.181 | INFO | __main__:main:402 - gradientStep: 250 +2024-09-04 23:16:01.181 | INFO | __main__:main:402 - interval: 4 +2024-09-04 23:16:01.181 | INFO | __main__:main:402 - isTrain: True [default: None] +2024-09-04 23:16:01.181 | INFO | __main__:main:402 - lambda_lr: False [default: None] +2024-09-04 23:16:01.181 | INFO | __main__:main:402 - load_from_opt_file: False +2024-09-04 23:16:01.181 | INFO | __main__:main:402 - lr0: 0.001 +2024-09-04 23:16:01.182 | INFO | __main__:main:402 - model: SRNets +2024-09-04 23:16:01.182 | INFO | __main__:main:402 - modelPath: ../models/no_res_bug/auto-sample-gelu-3x3/Model.pth [default: None] +2024-09-04 23:16:01.182 | INFO | __main__:main:402 - modelRoot: ../models +2024-09-04 23:16:01.182 | INFO | __main__:main:402 - nf: 64 +2024-09-04 23:16:01.182 | INFO | __main__:main:402 - numSamplers: 3 +2024-09-04 23:16:01.182 | INFO | __main__:main:402 - qf: 20 +2024-09-04 23:16:01.183 | INFO | __main__:main:402 - sampleSize: 3 +2024-09-04 23:16:01.183 | INFO | __main__:main:402 - saveStep: 200 +2024-09-04 23:16:01.183 | INFO | __main__:main:402 - scale: 4 +2024-09-04 23:16:01.183 | INFO | __main__:main:402 - sigma: 25 +2024-09-04 23:16:01.183 | INFO | __main__:main:402 - stages: 2 +2024-09-04 23:16:01.183 | INFO | __main__:main:402 - startIter: 500000 [default: 0] +2024-09-04 23:16:01.184 | INFO | __main__:main:402 - task: sr +2024-09-04 23:16:01.184 | INFO | __main__:main:402 - totalIter: 800000 [default: 200000] +2024-09-04 23:16:01.184 | INFO | __main__:main:402 - trainDir: ../data/DIV2K/ [default: ../data/DIV2K] +2024-09-04 23:16:01.184 | INFO | __main__:main:402 - valDir: ../data/SRBenchmark/ [default: ../data/SRBenchmark] +2024-09-04 23:16:01.184 | INFO | __main__:main:402 - valServer: none +2024-09-04 23:16:01.185 | INFO | __main__:main:402 - valServerMode: False +2024-09-04 23:16:01.185 | INFO | __main__:main:402 - valStep: 2000 +2024-09-04 23:16:01.185 | INFO | __main__:main:402 - valoutDir: ../models/no_res_bug/auto-sample-gelu-3x3/val [default: None] +2024-09-04 23:16:01.185 | INFO | __main__:main:402 - weightDecay: 0 +2024-09-04 23:16:01.185 | INFO | __main__:main:402 - workerNum: 8 +2024-09-04 23:16:01.185 | INFO | __main__:main:402 - ----------------- End ------------------- +2024-09-04 23:16:06.922 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-04 23:16:07.134 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-04 23:16:07.703 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-04 23:17:10.397 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 500200 +2024-09-04 23:18:11.238 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 500400 +2024-09-04 23:19:12.200 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 500600 +2024-09-04 23:20:13.295 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 500800 +2024-09-04 23:21:14.185 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 501000 +2024-09-04 23:22:15.312 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 501200 +2024-09-04 23:23:16.373 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 501400 +2024-09-04 23:24:17.394 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 501600 +2024-09-04 23:25:18.470 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 501800 +2024-09-04 23:26:19.347 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 502000 +2024-09-04 23:26:21.501 | INFO | __main__:valid_steps:212 - Iter 502000 | Dataset Set5 | AVG Val PSNR: 29.199762 +2024-09-04 23:26:25.526 | INFO | __main__:valid_steps:212 - Iter 502000 | Dataset Set14 | AVG Val PSNR: 26.592890 +2024-09-04 23:27:26.695 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 502200 +2024-09-04 23:28:27.692 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 502400 +2024-09-04 23:29:28.747 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 502600 +2024-09-04 23:30:29.759 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 502800 +2024-09-04 23:31:30.632 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 503000 +2024-09-04 23:32:31.698 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 503200 +2024-09-04 23:33:32.769 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 503400 +2024-09-04 23:34:33.866 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 503600 +2024-09-04 23:35:34.954 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 503800 +2024-09-04 23:36:35.818 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 504000 +2024-09-04 23:36:37.217 | INFO | __main__:valid_steps:212 - Iter 504000 | Dataset Set5 | AVG Val PSNR: 29.635687 +2024-09-04 23:36:40.198 | INFO | __main__:valid_steps:212 - Iter 504000 | Dataset Set14 | AVG Val PSNR: 26.885191 +2024-09-04 23:37:41.317 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 504200 +2024-09-04 23:38:42.290 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 504400 +2024-09-04 23:39:43.392 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 504600 +2024-09-04 23:40:44.470 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 504800 +2024-09-04 23:41:45.354 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 505000 +2024-09-04 23:42:46.373 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 505200 +2024-09-04 23:43:47.456 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 505400 +2024-09-04 23:44:48.554 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 505600 +2024-09-04 23:45:49.665 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 505800 +2024-09-04 23:46:50.538 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 506000 +2024-09-04 23:46:51.927 | INFO | __main__:valid_steps:212 - Iter 506000 | Dataset Set5 | AVG Val PSNR: 29.791111 +2024-09-04 23:46:54.834 | INFO | __main__:valid_steps:212 - Iter 506000 | Dataset Set14 | AVG Val PSNR: 26.988813 +2024-09-04 23:47:56.000 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 506200 +2024-09-04 23:48:57.027 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 506400 +2024-09-04 23:49:58.098 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 506600 +2024-09-04 23:50:59.164 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 506800 +2024-09-04 23:52:00.035 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 507000 +2024-09-04 23:53:01.128 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 507200 +2024-09-04 23:54:02.230 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 507400 +2024-09-04 23:55:03.294 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 507600 +2024-09-04 23:56:04.381 | INFO | __main__:SaveCheckpoint:149 - Checkpoint 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02:21:37.541 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 536200 +2024-09-05 02:22:38.624 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 536400 +2024-09-05 02:23:39.654 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 536600 +2024-09-05 02:24:40.654 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 536800 +2024-09-05 02:25:41.537 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 537000 +2024-09-05 02:26:42.594 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 537200 +2024-09-05 02:27:43.654 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 537400 +2024-09-05 02:28:44.682 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 537600 +2024-09-05 02:29:45.717 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 537800 +2024-09-05 02:30:46.597 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 538000 +2024-09-05 02:30:47.977 | INFO | __main__:valid_steps:212 - Iter 538000 | Dataset Set5 | AVG Val PSNR: 30.501465 +2024-09-05 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Dataset Set14 | AVG Val PSNR: 27.639921 +2024-09-05 03:53:50.480 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 554200 +2024-09-05 03:54:51.487 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 554400 +2024-09-05 03:55:52.513 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 554600 +2024-09-05 03:56:53.574 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 554800 +2024-09-05 03:57:54.461 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 555000 +2024-09-05 03:58:55.554 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 555200 +2024-09-05 03:59:56.604 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 555400 +2024-09-05 04:00:57.678 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 555600 +2024-09-05 04:01:58.759 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 555800 +2024-09-05 04:02:59.634 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 556000 +2024-09-05 04:03:01.055 | INFO | __main__:valid_steps:212 - Iter 556000 | 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05:15:48.408 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 570200 +2024-09-05 05:16:49.473 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 570400 +2024-09-05 05:17:50.520 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 570600 +2024-09-05 05:18:51.597 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 570800 +2024-09-05 05:19:52.476 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 571000 +2024-09-05 05:20:53.546 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 571200 +2024-09-05 05:21:54.603 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 571400 +2024-09-05 05:22:55.686 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 571600 +2024-09-05 05:23:56.757 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 571800 +2024-09-05 05:24:57.597 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 572000 +2024-09-05 05:24:59.091 | INFO | __main__:valid_steps:212 - Iter 572000 | Dataset Set5 | AVG Val PSNR: 30.737606 +2024-09-05 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Dataset Set14 | AVG Val PSNR: 27.698444 +2024-09-05 06:48:01.496 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 588200 +2024-09-05 06:49:02.570 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 588400 +2024-09-05 06:50:03.630 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 588600 +2024-09-05 06:51:04.676 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 588800 +2024-09-05 06:52:05.537 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 589000 +2024-09-05 06:53:06.604 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 589200 +2024-09-05 06:54:07.670 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 589400 +2024-09-05 06:55:08.717 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 589600 +2024-09-05 06:56:09.768 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 589800 +2024-09-05 06:57:10.631 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 590000 +2024-09-05 06:57:12.015 | INFO | __main__:valid_steps:212 - Iter 590000 | Dataset Set5 | AVG Val PSNR: 30.757374 +2024-09-05 06:57:14.880 | INFO | __main__:valid_steps:212 - Iter 590000 | Dataset Set14 | AVG Val PSNR: 27.679838 +2024-09-05 06:58:16.044 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 590200 +2024-09-05 06:59:17.097 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 590400 +2024-09-05 07:00:18.126 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 590600 +2024-09-05 07:01:19.216 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 590800 +2024-09-05 07:02:20.091 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 591000 +2024-09-05 07:03:21.157 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 591200 +2024-09-05 07:04:22.194 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 591400 +2024-09-05 07:05:23.282 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 591600 +2024-09-05 07:06:24.342 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 591800 +2024-09-05 07:07:25.202 | INFO | 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08:09:57.937 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 604200 +2024-09-05 08:10:58.934 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 604400 +2024-09-05 08:11:59.967 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 604600 +2024-09-05 08:13:01.018 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 604800 +2024-09-05 08:14:01.871 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 605000 +2024-09-05 08:15:02.841 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 605200 +2024-09-05 08:16:03.896 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 605400 +2024-09-05 08:17:04.931 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 605600 +2024-09-05 08:18:05.973 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 605800 +2024-09-05 08:19:06.816 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 606000 +2024-09-05 08:19:08.293 | INFO | __main__:valid_steps:212 - Iter 606000 | Dataset Set5 | AVG Val PSNR: 30.766870 +2024-09-05 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Dataset Set14 | AVG Val PSNR: 27.699215 +2024-09-05 09:42:07.286 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 622200 +2024-09-05 09:43:08.263 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 622400 +2024-09-05 09:44:09.286 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 622600 +2024-09-05 09:45:10.318 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 622800 +2024-09-05 09:46:11.175 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 623000 +2024-09-05 09:47:12.212 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 623200 +2024-09-05 09:48:13.234 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 623400 +2024-09-05 09:49:14.276 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 623600 +2024-09-05 09:50:15.245 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 623800 +2024-09-05 09:51:16.081 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 624000 +2024-09-05 09:51:17.435 | INFO | __main__:valid_steps:212 - Iter 624000 | Dataset Set5 | AVG Val PSNR: 30.811487 +2024-09-05 09:51:20.314 | INFO | __main__:valid_steps:212 - Iter 624000 | Dataset Set14 | AVG Val PSNR: 27.705368 +2024-09-05 09:52:21.565 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 624200 +2024-09-05 09:53:22.600 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 624400 +2024-09-05 09:54:23.633 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 624600 +2024-09-05 09:55:24.668 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 624800 +2024-09-05 09:56:25.512 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 625000 +2024-09-05 09:57:26.493 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 625200 +2024-09-05 09:58:27.535 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 625400 +2024-09-05 09:59:28.527 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 625600 +2024-09-05 10:00:29.569 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 625800 +2024-09-05 10:01:30.403 | INFO | 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11:04:02.218 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 638200 +2024-09-05 11:05:03.237 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 638400 +2024-09-05 11:06:04.235 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 638600 +2024-09-05 11:07:05.247 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 638800 +2024-09-05 11:08:06.073 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 639000 +2024-09-05 11:09:07.099 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 639200 +2024-09-05 11:10:08.156 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 639400 +2024-09-05 11:11:09.175 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 639600 +2024-09-05 11:12:10.220 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 639800 +2024-09-05 11:13:11.068 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 640000 +2024-09-05 11:13:12.429 | INFO | __main__:valid_steps:212 - Iter 640000 | Dataset Set5 | AVG Val PSNR: 30.844931 +2024-09-05 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11:23:26.851 | INFO | __main__:valid_steps:212 - Iter 642000 | Dataset Set5 | AVG Val PSNR: 30.819317 +2024-09-05 11:23:29.747 | INFO | __main__:valid_steps:212 - Iter 642000 | Dataset Set14 | AVG Val PSNR: 27.710726 +2024-09-05 11:24:30.964 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 642200 +2024-09-05 11:25:31.992 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 642400 +2024-09-05 11:26:33.001 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 642600 +2024-09-05 11:27:34.041 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 642800 +2024-09-05 11:28:34.881 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 643000 +2024-09-05 11:29:35.860 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 643200 +2024-09-05 11:30:36.899 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 643400 +2024-09-05 11:31:37.931 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 643600 +2024-09-05 11:32:38.964 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 643800 +2024-09-05 11:33:39.806 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 644000 +2024-09-05 11:33:41.152 | INFO | __main__:valid_steps:212 - Iter 644000 | Dataset Set5 | AVG Val PSNR: 30.824173 +2024-09-05 11:33:44.034 | INFO | __main__:valid_steps:212 - Iter 644000 | Dataset Set14 | AVG Val PSNR: 27.727446 +2024-09-05 11:34:45.190 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 644200 +2024-09-05 11:35:46.184 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 644400 +2024-09-05 11:36:47.166 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 644600 +2024-09-05 11:37:48.135 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 644800 +2024-09-05 11:38:48.916 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 645000 +2024-09-05 11:39:49.911 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 645200 +2024-09-05 11:40:50.827 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 645400 +2024-09-05 11:41:51.794 | INFO | 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Dataset Set14 | AVG Val PSNR: 27.726391 +2024-09-05 12:36:08.305 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 656200 +2024-09-05 12:37:09.218 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 656400 +2024-09-05 12:38:10.216 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 656600 +2024-09-05 12:39:11.200 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 656800 +2024-09-05 12:40:11.984 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 657000 +2024-09-05 12:41:12.975 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 657200 +2024-09-05 12:42:13.960 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 657400 +2024-09-05 12:43:14.949 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 657600 +2024-09-05 12:44:15.920 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 657800 +2024-09-05 12:45:16.694 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 658000 +2024-09-05 12:45:18.063 | INFO | __main__:valid_steps:212 - Iter 658000 | Dataset Set5 | AVG Val PSNR: 30.838207 +2024-09-05 12:45:20.967 | INFO | __main__:valid_steps:212 - Iter 658000 | Dataset Set14 | AVG Val PSNR: 27.738619 +2024-09-05 12:46:22.114 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 658200 +2024-09-05 12:47:23.093 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 658400 +2024-09-05 12:48:24.070 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 658600 +2024-09-05 12:49:25.073 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 658800 +2024-09-05 12:50:25.868 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 659000 +2024-09-05 12:51:26.810 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 659200 +2024-09-05 12:52:27.799 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 659400 +2024-09-05 12:53:28.794 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 659600 +2024-09-05 12:54:29.778 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 659800 +2024-09-05 12:55:30.559 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 660000 +2024-09-05 12:55:31.972 | INFO | __main__:valid_steps:212 - Iter 660000 | Dataset Set5 | AVG Val PSNR: 30.788519 +2024-09-05 12:55:34.844 | INFO | __main__:valid_steps:212 - Iter 660000 | Dataset Set14 | AVG Val PSNR: 27.721497 +2024-09-05 12:56:35.971 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 660200 +2024-09-05 12:57:36.938 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 660400 +2024-09-05 12:58:37.925 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 660600 +2024-09-05 12:59:38.922 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 660800 +2024-09-05 13:00:39.698 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 661000 +2024-09-05 13:01:40.681 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 661200 +2024-09-05 13:02:41.661 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 661400 +2024-09-05 13:03:42.603 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 661600 +2024-09-05 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13:31:21.040 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 667000 +2024-09-05 13:32:22.011 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 667200 +2024-09-05 13:33:22.963 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 667400 +2024-09-05 13:34:23.937 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 667600 +2024-09-05 13:35:24.900 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 667800 +2024-09-05 13:36:25.674 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 668000 +2024-09-05 13:36:27.083 | INFO | __main__:valid_steps:212 - Iter 668000 | Dataset Set5 | AVG Val PSNR: 30.828777 +2024-09-05 13:36:29.958 | INFO | __main__:valid_steps:212 - Iter 668000 | Dataset Set14 | AVG Val PSNR: 27.731750 +2024-09-05 13:37:31.144 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 668200 +2024-09-05 13:38:32.128 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 668400 +2024-09-05 13:39:33.085 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 668600 +2024-09-05 13:40:34.036 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 668800 +2024-09-05 13:41:34.812 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 669000 +2024-09-05 13:42:35.734 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 669200 +2024-09-05 13:43:36.651 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 669400 +2024-09-05 13:44:37.607 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 669600 +2024-09-05 13:45:38.565 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 669800 +2024-09-05 13:46:39.344 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 670000 +2024-09-05 13:46:40.737 | INFO | __main__:valid_steps:212 - Iter 670000 | Dataset Set5 | AVG Val PSNR: 30.827343 +2024-09-05 13:46:43.601 | INFO | __main__:valid_steps:212 - Iter 670000 | Dataset Set14 | AVG Val PSNR: 27.731918 +2024-09-05 13:47:44.773 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 670200 +2024-09-05 13:48:45.765 | INFO | 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13:57:58.361 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 672200 +2024-09-05 13:58:59.335 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 672400 +2024-09-05 14:00:00.252 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 672600 +2024-09-05 14:01:01.221 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 672800 +2024-09-05 14:02:01.995 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 673000 +2024-09-05 14:03:02.971 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 673200 +2024-09-05 14:04:03.947 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 673400 +2024-09-05 14:05:04.928 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 673600 +2024-09-05 14:06:05.894 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 673800 +2024-09-05 14:07:06.671 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 674000 +2024-09-05 14:07:08.027 | INFO | __main__:valid_steps:212 - Iter 674000 | Dataset Set5 | AVG Val PSNR: 30.801281 +2024-09-05 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14:17:21.794 | INFO | __main__:valid_steps:212 - Iter 676000 | Dataset Set5 | AVG Val PSNR: 30.837427 +2024-09-05 14:17:24.793 | INFO | __main__:valid_steps:212 - Iter 676000 | Dataset Set14 | AVG Val PSNR: 27.712660 +2024-09-05 14:18:25.938 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 676200 +2024-09-05 14:19:26.903 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 676400 +2024-09-05 14:20:27.787 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 676600 +2024-09-05 14:21:28.725 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 676800 +2024-09-05 14:22:29.460 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 677000 +2024-09-05 14:23:30.461 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 677200 +2024-09-05 14:24:31.477 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 677400 +2024-09-05 14:25:32.443 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 677600 +2024-09-05 14:26:33.384 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 677800 +2024-09-05 14:27:34.162 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 678000 +2024-09-05 14:27:35.557 | INFO | __main__:valid_steps:212 - Iter 678000 | Dataset Set5 | AVG Val PSNR: 30.842083 +2024-09-05 14:27:38.428 | INFO | __main__:valid_steps:212 - Iter 678000 | Dataset Set14 | AVG Val PSNR: 27.727610 +2024-09-05 14:28:39.573 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 678200 +2024-09-05 14:29:40.538 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 678400 +2024-09-05 14:30:41.502 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 678600 +2024-09-05 14:31:42.483 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 678800 +2024-09-05 14:32:43.250 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 679000 +2024-09-05 14:33:44.198 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 679200 +2024-09-05 14:34:45.159 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 679400 +2024-09-05 14:35:46.114 | INFO | 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15:11:36.633 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 686600 +2024-09-05 15:12:37.633 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 686800 +2024-09-05 15:13:38.412 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 687000 +2024-09-05 15:14:39.405 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 687200 +2024-09-05 15:15:40.395 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 687400 +2024-09-05 15:16:41.371 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 687600 +2024-09-05 15:17:42.313 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 687800 +2024-09-05 15:18:43.059 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 688000 +2024-09-05 15:18:44.556 | INFO | __main__:valid_steps:212 - Iter 688000 | Dataset Set5 | AVG Val PSNR: 30.734028 +2024-09-05 15:18:47.567 | INFO | __main__:valid_steps:212 - Iter 688000 | Dataset Set14 | AVG Val PSNR: 27.674753 +2024-09-05 15:19:48.673 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 688200 +2024-09-05 15:20:49.672 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 688400 +2024-09-05 15:21:50.651 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 688600 +2024-09-05 15:22:51.596 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 688800 +2024-09-05 15:23:52.397 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 689000 +2024-09-05 15:24:53.404 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 689200 +2024-09-05 15:25:54.398 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 689400 +2024-09-05 15:26:55.411 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 689600 +2024-09-05 15:27:56.416 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 689800 +2024-09-05 15:28:57.245 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 690000 +2024-09-05 15:28:58.738 | INFO | __main__:valid_steps:212 - Iter 690000 | Dataset Set5 | AVG Val PSNR: 30.793432 +2024-09-05 15:29:01.742 | INFO | __main__:valid_steps:212 - Iter 690000 | Dataset Set14 | AVG Val PSNR: 27.730452 +2024-09-05 15:30:02.837 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 690200 +2024-09-05 15:31:04.173 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 690400 +2024-09-05 15:32:05.460 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 690600 +2024-09-05 15:33:06.536 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 690800 +2024-09-05 15:34:07.590 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 691000 +2024-09-05 15:35:08.596 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 691200 +2024-09-05 15:36:09.586 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 691400 +2024-09-05 15:37:10.608 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 691600 +2024-09-05 15:38:11.598 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 691800 +2024-09-05 15:39:12.382 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 692000 +2024-09-05 15:39:13.755 | INFO | __main__:valid_steps:212 - Iter 692000 | Dataset Set5 | AVG Val PSNR: 30.851665 +2024-09-05 15:39:16.686 | INFO | __main__:valid_steps:212 - Iter 692000 | Dataset Set14 | AVG Val PSNR: 27.745382 +2024-09-05 15:40:17.829 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 692200 +2024-09-05 15:41:18.835 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 692400 +2024-09-05 15:42:19.756 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 692600 +2024-09-05 15:43:21.004 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 692800 +2024-09-05 15:44:22.029 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 693000 +2024-09-05 15:45:23.162 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 693200 +2024-09-05 15:46:24.308 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 693400 +2024-09-05 15:47:25.455 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 693600 +2024-09-05 15:48:26.596 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 693800 +2024-09-05 15:49:27.487 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 694000 +2024-09-05 15:49:28.920 | INFO | __main__:valid_steps:212 - Iter 694000 | Dataset Set5 | AVG Val PSNR: 30.808905 +2024-09-05 15:49:31.958 | INFO | __main__:valid_steps:212 - Iter 694000 | Dataset Set14 | AVG Val PSNR: 27.710510 +2024-09-05 15:50:33.291 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 694200 +2024-09-05 15:51:34.421 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 694400 +2024-09-05 15:52:35.583 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 694600 +2024-09-05 15:53:36.750 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 694800 +2024-09-05 15:54:37.672 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 695000 +2024-09-05 15:55:38.843 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 695200 +2024-09-05 15:56:39.988 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 695400 +2024-09-05 15:57:41.126 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 695600 +2024-09-05 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__main__:SaveCheckpoint:149 - Checkpoint saved 699200 +2024-09-05 16:17:10.819 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 699400 +2024-09-05 16:18:11.923 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 699600 +2024-09-05 16:19:13.002 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 699800 +2024-09-05 16:20:13.887 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 700000 +2024-09-05 16:20:15.406 | INFO | __main__:valid_steps:212 - Iter 700000 | Dataset Set5 | AVG Val PSNR: 30.851492 +2024-09-05 16:20:18.474 | INFO | __main__:valid_steps:212 - Iter 700000 | Dataset Set14 | AVG Val PSNR: 27.734274 +2024-09-05 16:21:19.797 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 700200 +2024-09-05 16:22:20.874 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 700400 +2024-09-05 16:23:21.973 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 700600 +2024-09-05 16:24:23.055 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 700800 +2024-09-05 16:25:23.952 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 701000 +2024-09-05 16:26:25.054 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 701200 +2024-09-05 16:27:26.163 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 701400 +2024-09-05 16:28:27.270 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 701600 +2024-09-05 16:29:28.358 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 701800 +2024-09-05 16:30:29.245 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 702000 +2024-09-05 16:30:30.755 | INFO | __main__:valid_steps:212 - Iter 702000 | Dataset Set5 | AVG Val PSNR: 30.822531 +2024-09-05 16:30:33.807 | INFO | __main__:valid_steps:212 - Iter 702000 | Dataset Set14 | AVG Val PSNR: 27.736948 +2024-09-05 16:31:35.149 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 702200 +2024-09-05 16:32:36.268 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 702400 +2024-09-05 16:33:37.321 | INFO | __main__:SaveCheckpoint:149 - Checkpoint 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16:52:11.385 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 706200 +2024-09-05 16:53:12.482 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 706400 +2024-09-05 16:54:13.650 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 706600 +2024-09-05 16:55:14.791 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 706800 +2024-09-05 16:56:15.711 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 707000 +2024-09-05 16:57:16.888 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 707200 +2024-09-05 16:58:18.009 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 707400 +2024-09-05 16:59:19.116 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 707600 +2024-09-05 17:00:20.248 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 707800 +2024-09-05 17:01:21.160 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 708000 +2024-09-05 17:01:22.657 | INFO | __main__:valid_steps:212 - Iter 708000 | Dataset Set5 | AVG Val PSNR: 30.846930 +2024-09-05 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17:11:39.130 | INFO | __main__:valid_steps:212 - Iter 710000 | Dataset Set5 | AVG Val PSNR: 30.858816 +2024-09-05 17:11:42.184 | INFO | __main__:valid_steps:212 - Iter 710000 | Dataset Set14 | AVG Val PSNR: 27.731611 +2024-09-05 17:12:43.475 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 710200 +2024-09-05 17:13:44.596 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 710400 +2024-09-05 17:14:45.729 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 710600 +2024-09-05 17:15:46.835 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 710800 +2024-09-05 17:16:47.753 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 711000 +2024-09-05 17:17:48.898 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 711200 +2024-09-05 17:18:50.018 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 711400 +2024-09-05 17:19:51.122 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 711600 +2024-09-05 17:20:52.246 | INFO | __main__:SaveCheckpoint:149 - Checkpoint 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17:39:24.006 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 715400 +2024-09-05 17:40:25.176 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 715600 +2024-09-05 17:41:26.404 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 715800 +2024-09-05 17:42:27.355 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 716000 +2024-09-05 17:42:29.004 | INFO | __main__:valid_steps:212 - Iter 716000 | Dataset Set5 | AVG Val PSNR: 30.834156 +2024-09-05 17:42:32.261 | INFO | __main__:valid_steps:212 - Iter 716000 | Dataset Set14 | AVG Val PSNR: 27.726456 +2024-09-05 17:43:33.706 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 716200 +2024-09-05 17:44:34.841 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 716400 +2024-09-05 17:45:35.912 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 716600 +2024-09-05 17:46:37.102 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 716800 +2024-09-05 17:47:38.124 | INFO | __main__:SaveCheckpoint:149 - Checkpoint 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__main__:SaveCheckpoint:149 - Checkpoint saved 718800 +2024-09-05 17:57:59.490 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 719000 +2024-09-05 17:59:01.055 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 719200 +2024-09-05 18:00:02.547 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 719400 +2024-09-05 18:01:04.095 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 719600 +2024-09-05 18:02:05.545 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 719800 +2024-09-05 18:03:06.805 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 720000 +2024-09-05 18:03:08.477 | INFO | __main__:valid_steps:212 - Iter 720000 | Dataset Set5 | AVG Val PSNR: 30.864605 +2024-09-05 18:03:11.984 | INFO | __main__:valid_steps:212 - Iter 720000 | Dataset Set14 | AVG Val PSNR: 27.744089 +2024-09-05 18:04:13.797 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 720200 +2024-09-05 18:05:15.209 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 720400 +2024-09-05 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Dataset Set14 | AVG Val PSNR: 27.737392 +2024-09-05 18:24:52.379 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 724200 +2024-09-05 18:25:53.812 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 724400 +2024-09-05 18:26:55.084 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 724600 +2024-09-05 18:27:56.419 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 724800 +2024-09-05 18:28:57.559 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 725000 +2024-09-05 18:29:58.960 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 725200 +2024-09-05 18:31:00.233 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 725400 +2024-09-05 18:32:01.553 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 725600 +2024-09-05 18:33:02.868 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 725800 +2024-09-05 18:34:03.971 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 726000 +2024-09-05 18:34:05.954 | INFO | __main__:valid_steps:212 - Iter 726000 | Dataset Set5 | AVG Val PSNR: 30.842220 +2024-09-05 18:34:09.088 | INFO | __main__:valid_steps:212 - Iter 726000 | Dataset Set14 | AVG Val PSNR: 27.747940 +2024-09-05 18:35:10.704 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 726200 +2024-09-05 18:36:12.120 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 726400 +2024-09-05 18:37:13.428 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 726600 +2024-09-05 18:38:14.716 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 726800 +2024-09-05 18:39:16.010 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 727000 +2024-09-05 18:40:17.317 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 727200 +2024-09-05 18:41:18.565 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 727400 +2024-09-05 18:42:19.742 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 727600 +2024-09-05 18:43:21.091 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 727800 +2024-09-05 18:44:22.258 | INFO | 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18:53:38.024 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 729800 +2024-09-05 18:54:39.040 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 730000 +2024-09-05 18:54:40.832 | INFO | __main__:valid_steps:212 - Iter 730000 | Dataset Set5 | AVG Val PSNR: 30.813457 +2024-09-05 18:54:43.954 | INFO | __main__:valid_steps:212 - Iter 730000 | Dataset Set14 | AVG Val PSNR: 27.724997 +2024-09-05 18:55:45.358 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 730200 +2024-09-05 18:56:46.517 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 730400 +2024-09-05 18:57:47.994 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 730600 +2024-09-05 18:58:50.577 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 730800 +2024-09-05 18:59:51.642 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 731000 +2024-09-05 19:00:52.966 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 731200 +2024-09-05 19:01:54.187 | INFO | __main__:SaveCheckpoint:149 - Checkpoint 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19:47:18.039 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 740200 +2024-09-05 19:48:19.392 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 740400 +2024-09-05 19:49:20.719 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 740600 +2024-09-05 19:50:22.034 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 740800 +2024-09-05 19:51:23.117 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 741000 +2024-09-05 19:52:24.512 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 741200 +2024-09-05 19:53:25.786 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 741400 +2024-09-05 19:54:27.126 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 741600 +2024-09-05 19:55:28.558 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 741800 +2024-09-05 19:56:29.515 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 742000 +2024-09-05 19:56:31.222 | INFO | __main__:valid_steps:212 - Iter 742000 | Dataset Set5 | AVG Val PSNR: 30.855927 +2024-09-05 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Dataset Set14 | AVG Val PSNR: 27.751593 +2024-09-05 21:20:05.185 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 758200 +2024-09-05 21:21:06.554 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 758400 +2024-09-05 21:22:07.894 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 758600 +2024-09-05 21:23:09.221 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 758800 +2024-09-05 21:24:10.363 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 759000 +2024-09-05 21:25:11.782 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 759200 +2024-09-05 21:26:13.129 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 759400 +2024-09-05 21:27:14.495 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 759600 +2024-09-05 21:28:15.838 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 759800 +2024-09-05 21:29:17.107 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 760000 +2024-09-05 21:29:18.701 | INFO | __main__:valid_steps:212 - Iter 760000 | Dataset Set5 | AVG Val PSNR: 30.838465 +2024-09-05 21:29:22.109 | INFO | __main__:valid_steps:212 - Iter 760000 | Dataset Set14 | AVG Val PSNR: 27.737326 +2024-09-05 21:30:23.755 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 760200 +2024-09-05 21:31:25.117 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 760400 +2024-09-05 21:32:26.642 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 760600 +2024-09-05 21:33:28.181 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 760800 +2024-09-05 21:34:29.417 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 761000 +2024-09-05 21:35:30.881 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 761200 +2024-09-05 21:36:32.383 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 761400 +2024-09-05 21:37:33.818 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 761600 +2024-09-05 21:38:35.102 | INFO | __main__:SaveCheckpoint:149 - Checkpoint saved 761800 +2024-09-05 21:39:36.213 | INFO | 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+size 1131480 diff --git a/mulut+ours/auto-sample-gelu-3x5/lutft-2024-09-24_09-10-10_738192.log b/mulut+ours/auto-sample-gelu-3x5/lutft-2024-09-24_09-10-10_738192.log new file mode 100644 index 0000000000000000000000000000000000000000..ec184d87a33f00e3f505892f1a25cebcf4ff9b28 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-3x5/lutft-2024-09-24_09-10-10_738192.log @@ -0,0 +1,335 @@ +2024-09-24 09:10:10.898 | INFO | __main__::105 - ----------------- Options --------------- + activateFunction: relu + batchSize: 32 + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-3x5 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-3x5/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 3 + qf: 20 + sampleSize: 5 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-3x5/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-24 09:20:45.195 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-24 09:21:12.102 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-24 09:21:14.244 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-24 09:24:43.476 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.283783, AVG: SSIM: 0.850116 +2024-09-24 09:25:25.633 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.405767, AVG: SSIM: 0.742451 +2024-09-24 09:29:45.255 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 26.689369, AVG: SSIM: 0.699559 +2024-09-24 09:37:39.989 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Urban100 | AVG PSNR: 24.271894, AVG: SSIM: 0.703427 +2024-09-24 09:47:41.030 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Manga109 | AVG PSNR: 27.764091, AVG: SSIM: 0.850086 +2024-09-24 09:59:01.633 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-3x5 | Iter: 100, Sample: 3200, GPixel:2.88e-03, dT:0.0015, rT:7.7601 +2024-09-24 10:10:29.677 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-3x5 | Iter: 200, Sample: 6400, GPixel:2.74e-03, dT:0.0014, rT:6.8698 +2024-09-24 10:21:58.261 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-3x5 | Iter: 300, Sample: 9600, GPixel:2.80e-03, dT:0.0012, rT:6.8750 +2024-09-24 10:33:30.134 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-3x5 | Iter: 400, Sample: 12800, GPixel:2.71e-03, dT:0.0013, rT:6.9091 +2024-09-24 10:45:10.865 | INFO | __main__::185 - 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../models/no_res_bug/auto-sample-gelu-3x5 | Iter: 23300, Sample:745600, GPixel:2.76e-03, dT:0.0014, rT:6.5756 +2024-09-26 09:57:11.978 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-3x5 | Iter: 23400, Sample:748800, GPixel:2.84e-03, dT:0.0019, rT:6.6104 +2024-09-26 10:08:08.328 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-3x5 | Iter: 23500, Sample:752000, GPixel:2.80e-03, dT:0.0012, rT:6.5518 diff --git a/mulut+ours/auto-sample-gelu-3x5/lutft-2025-01-27_23-10-08_916919.log b/mulut+ours/auto-sample-gelu-3x5/lutft-2025-01-27_23-10-08_916919.log new file mode 100644 index 0000000000000000000000000000000000000000..8357e0640dd0179191c75dd8508c55f01470f3e7 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-3x5/lutft-2025-01-27_23-10-08_916919.log @@ -0,0 +1,37 @@ +2025-01-27 23:10:08.939 | INFO | __main__::30 - ----------------- Options --------------- + activateFunction: relu + batchSize: 1024 [default: 32] + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-3x5 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-3x5/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 3 + qf: 20 + sampleSize: 5 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-3x5/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- diff --git a/mulut+ours/auto-sample-gelu-3x5/lutft-2025-01-27_23-15-55_430430.log b/mulut+ours/auto-sample-gelu-3x5/lutft-2025-01-27_23-15-55_430430.log new file mode 100644 index 0000000000000000000000000000000000000000..d93c3d5a88223e988275867ea4d98d7a6a86f057 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-3x5/lutft-2025-01-27_23-15-55_430430.log @@ -0,0 +1,37 @@ +2025-01-27 23:15:55.452 | INFO | __main__::30 - ----------------- Options --------------- + activateFunction: relu + batchSize: 1024 [default: 32] + cropSize: 48 + debug: False + displayStep: 100 + expDir: ../models/no_res_bug/auto-sample-gelu-3x5 [default: ] + gpuNum: 1 + gradientStep: 250 + interval: 4 + isTrain: True [default: None] + lambda_lr: None + load_from_opt_file: False + lr0: 0.001 + model: SRNets + modelPath: ../models/no_res_bug/auto-sample-gelu-3x5/Model.pth [default: None] + modelRoot: ../models + nf: 64 + numSamplers: 3 + qf: 20 + sampleSize: 5 [default: 3] + saveStep: 200 + scale: 4 + sigma: 25 + stages: 2 + startIter: 0 + task: sr + totalIter: 200000 + trainDir: ../data/DIV2K + valDir: ../data/SRBenchmark + valServer: none + valServerMode: False + valStep: 2000 + valoutDir: ../models/no_res_bug/auto-sample-gelu-3x5/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- diff --git a/mulut+ours/auto-sample-gelu-3x5/train-2024-09-08_10-12-16_586330.log b/mulut+ours/auto-sample-gelu-3x5/train-2024-09-08_10-12-16_586330.log new file mode 100644 index 0000000000000000000000000000000000000000..f338e6cfd751964d88032e443c8b5da27bc8dac1 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-3x5/train-2024-09-08_10-12-16_586330.log @@ -0,0 +1,732 @@ +2024-09-08 10:12:16.598 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-08 10:12:16.599 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-08 10:12:16.599 | INFO | __main__:main:384 - batchSize: 32 +2024-09-08 10:12:16.599 | INFO | __main__:main:384 - cropSize: 48 +2024-09-08 10:12:16.599 | INFO | __main__:main:384 - debug: False +2024-09-08 10:12:16.600 | INFO | __main__:main:384 - displayStep: 100 +2024-09-08 10:12:16.600 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-3x5 [default: ] +2024-09-08 10:12:16.600 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-08 10:12:16.600 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-08 10:12:16.600 | INFO | __main__:main:384 - interval: 4 +2024-09-08 10:12:16.601 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-08 10:12:16.601 | INFO | __main__:main:384 - lambda_lr: False [default: None] +2024-09-08 10:12:16.601 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-08 10:12:16.601 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-08 10:12:16.601 | INFO | __main__:main:384 - model: SRNets +2024-09-08 10:12:16.602 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-3x5/Model.pth [default: None] +2024-09-08 10:12:16.602 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-08 10:12:16.602 | INFO | __main__:main:384 - nf: 64 +2024-09-08 10:12:16.602 | INFO | __main__:main:384 - numSamplers: 3 +2024-09-08 10:12:16.603 | INFO | __main__:main:384 - qf: 20 +2024-09-08 10:12:16.603 | INFO | __main__:main:384 - sampleSize: 5 [default: 3] +2024-09-08 10:12:16.603 | INFO | __main__:main:384 - saveStep: 200 +2024-09-08 10:12:16.603 | INFO | __main__:main:384 - scale: 4 +2024-09-08 10:12:16.603 | INFO | __main__:main:384 - sigma: 25 +2024-09-08 10:12:16.603 | INFO | __main__:main:384 - stages: 2 +2024-09-08 10:12:16.604 | INFO | __main__:main:384 - startIter: 0 +2024-09-08 10:12:16.604 | INFO | __main__:main:384 - task: sr +2024-09-08 10:12:16.604 | INFO | __main__:main:384 - totalIter: 200000 +2024-09-08 10:12:16.604 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-08 10:12:16.604 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-08 10:12:16.605 | INFO | __main__:main:384 - valServer: none +2024-09-08 10:12:16.605 | INFO | __main__:main:384 - valServerMode: False +2024-09-08 10:12:16.605 | INFO | __main__:main:384 - valStep: 2000 +2024-09-08 10:12:16.605 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-3x5/val [default: None] +2024-09-08 10:12:16.605 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-08 10:12:16.605 | INFO | __main__:main:384 - workerNum: 8 +2024-09-08 10:12:16.606 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-08 10:12:22.797 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-08 10:12:23.080 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-08 10:12:23.959 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-08 10:13:27.662 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 200 +2024-09-08 10:14:29.973 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 400 +2024-09-08 10:15:32.255 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 600 +2024-09-08 10:16:34.572 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INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 2600 +2024-09-08 10:27:08.614 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 2800 +2024-09-08 10:28:12.380 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 3000 +2024-09-08 10:29:15.545 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 3200 +2024-09-08 10:30:18.422 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 3400 +2024-09-08 10:31:21.241 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 3600 +2024-09-08 10:32:24.278 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 3800 +2024-09-08 10:33:26.876 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 4000 +2024-09-08 10:33:29.343 | INFO | __main__:valid_steps:194 - Iter 4000 | Dataset Set5 | AVG Val PSNR: 29.544132 +2024-09-08 10:33:33.629 | INFO | __main__:valid_steps:194 - Iter 4000 | Dataset Set14 | AVG Val PSNR: 26.810757 +2024-09-08 10:34:37.044 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 4200 +2024-09-08 10:35:39.975 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 4400 +2024-09-08 10:36:43.053 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 4600 +2024-09-08 10:37:45.708 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 4800 +2024-09-08 10:38:48.412 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 5000 +2024-09-08 10:39:51.537 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 5200 +2024-09-08 10:40:54.619 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 5400 +2024-09-08 10:41:57.471 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 5600 +2024-09-08 10:43:00.532 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 5800 +2024-09-08 10:44:03.239 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 6000 +2024-09-08 10:44:07.215 | INFO | __main__:valid_steps:194 - Iter 6000 | Dataset Set5 | AVG Val PSNR: 29.615152 +2024-09-08 10:44:12.745 | INFO | __main__:valid_steps:194 - Iter 6000 | Dataset Set14 | AVG Val PSNR: 26.874186 +2024-09-08 10:45:16.171 | 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Checkpoint saved 20800 +2024-09-08 12:03:14.689 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 21000 +2024-09-08 12:04:16.743 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 21200 +2024-09-08 12:05:18.863 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 21400 +2024-09-08 12:06:21.021 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 21600 +2024-09-08 12:07:23.218 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 21800 +2024-09-08 12:08:25.209 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 22000 +2024-09-08 12:08:27.733 | INFO | __main__:valid_steps:194 - Iter 22000 | Dataset Set5 | AVG Val PSNR: 30.472763 +2024-09-08 12:08:31.870 | INFO | __main__:valid_steps:194 - Iter 22000 | Dataset Set14 | AVG Val PSNR: 27.526152 +2024-09-08 12:09:34.279 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 22200 +2024-09-08 12:10:36.402 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 22400 +2024-09-08 12:11:39.495 | INFO | 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12:30:33.163 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 26200 +2024-09-08 12:31:35.361 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 26400 +2024-09-08 12:32:37.592 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 26600 +2024-09-08 12:33:39.844 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 26800 +2024-09-08 12:34:41.860 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 27000 +2024-09-08 12:35:44.097 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 27200 +2024-09-08 12:36:46.252 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 27400 +2024-09-08 12:37:48.461 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 27600 +2024-09-08 12:38:50.697 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 27800 +2024-09-08 12:39:52.727 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 28000 +2024-09-08 12:39:55.124 | INFO | __main__:valid_steps:194 - Iter 28000 | Dataset Set5 | AVG Val PSNR: 30.580647 +2024-09-08 12:39:59.259 | INFO | __main__:valid_steps:194 - Iter 28000 | Dataset Set14 | AVG Val PSNR: 27.592712 +2024-09-08 12:41:01.786 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 28200 +2024-09-08 12:42:04.094 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 28400 +2024-09-08 12:43:06.369 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 28600 +2024-09-08 12:44:08.600 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 28800 +2024-09-08 12:45:10.627 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 29000 +2024-09-08 12:46:12.755 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 29200 +2024-09-08 12:47:14.975 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 29400 +2024-09-08 12:48:17.161 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 29600 +2024-09-08 12:49:19.386 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 29800 +2024-09-08 12:50:21.459 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 30000 +2024-09-08 12:50:24.024 | INFO | 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Checkpoint saved 39000 +2024-09-08 13:38:39.034 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 39200 +2024-09-08 13:39:41.281 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 39400 +2024-09-08 13:40:43.546 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 39600 +2024-09-08 13:41:45.807 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 39800 +2024-09-08 13:42:47.848 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 40000 +2024-09-08 13:42:50.270 | INFO | __main__:valid_steps:194 - Iter 40000 | Dataset Set5 | AVG Val PSNR: 30.695103 +2024-09-08 13:42:54.674 | INFO | __main__:valid_steps:194 - Iter 40000 | Dataset Set14 | AVG Val PSNR: 27.667210 +2024-09-08 13:43:57.100 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 40200 +2024-09-08 13:44:59.319 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 40400 +2024-09-08 13:46:01.526 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 40600 +2024-09-08 13:47:03.744 | INFO | 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INFO | __main__:valid_steps:194 - Iter 50000 | Dataset Set5 | AVG Val PSNR: 30.693096 +2024-09-08 14:35:18.883 | INFO | __main__:valid_steps:194 - Iter 50000 | Dataset Set14 | AVG Val PSNR: 27.678640 +2024-09-08 14:36:21.357 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 50200 +2024-09-08 14:37:23.626 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 50400 +2024-09-08 14:38:25.815 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 50600 +2024-09-08 14:39:28.006 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 50800 +2024-09-08 14:40:30.073 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 51000 +2024-09-08 14:41:32.271 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 51200 +2024-09-08 14:42:34.389 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 51400 +2024-09-08 14:43:36.607 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 51600 +2024-09-08 14:44:38.804 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 51800 +2024-09-08 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../models/no_res_bug/auto-sample-gelu-3x7/val [default: None] + weightDecay: 0 + workerNum: 8 +----------------- End ------------------- +2024-09-25 10:53:28.720 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-25 10:53:44.937 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-25 10:53:46.979 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-25 10:56:31.979 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set5 | AVG PSNR: 30.039501, AVG: SSIM: 0.824283 +2024-09-25 10:57:14.814 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Set14 | AVG PSNR: 27.308685, AVG: SSIM: 0.736450 +2024-09-25 11:01:38.564 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset B100 | AVG PSNR: 26.624435, AVG: SSIM: 0.690860 +2024-09-25 11:09:48.093 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Urban100 | AVG PSNR: 24.228254, AVG: SSIM: 0.697691 +2024-09-25 11:19:48.223 | INFO | __main__:valid_steps:66 - Iter 1 | Dataset Manga109 | AVG PSNR: 27.567842, AVG: SSIM: 0.840952 +2024-09-25 11:31:02.254 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-3x7/ | Iter: 100, Sample: 3200, GPixel:2.91e-03, dT:0.0015, rT:7.5509 +2024-09-25 11:42:24.147 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-3x7/ | Iter: 200, Sample: 6400, GPixel:2.84e-03, dT:0.0012, rT:6.8143 +2024-09-25 11:53:45.745 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-3x7/ | Iter: 300, Sample: 9600, GPixel:2.80e-03, dT:0.0011, rT:6.8105 +2024-09-25 12:05:03.833 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-3x7/ | Iter: 400, Sample: 12800, GPixel:2.74e-03, dT:0.0011, rT:6.7764 +2024-09-25 12:16:08.426 | INFO | __main__::185 - ../models/no_res_bug/auto-sample-gelu-3x7/ | Iter: 500, Sample: 16000, GPixel:2.75e-03, dT:0.0012, rT:6.6408 +2024-09-25 12:27:21.461 | INFO | __main__::185 - 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+2024-03-06 22:50:37.917 | INFO | __main__:main:354 - batchSize: 32 +2024-03-06 22:50:37.917 | INFO | __main__:main:354 - cropSize: 48 +2024-03-06 22:50:37.917 | INFO | __main__:main:354 - debug: False +2024-03-06 22:50:37.917 | INFO | __main__:main:354 - displayStep: 100 +2024-03-06 22:50:37.917 | INFO | __main__:main:354 - expDir: ../models/auto-sample-gelu-3x7 [default: ] +2024-03-06 22:50:37.917 | INFO | __main__:main:354 - gpuNum: 1 +2024-03-06 22:50:37.918 | INFO | __main__:main:354 - gradientStep: 250 +2024-03-06 22:50:37.918 | INFO | __main__:main:354 - interval: 4 +2024-03-06 22:50:37.918 | INFO | __main__:main:354 - isTrain: True [default: None] +2024-03-06 22:50:37.918 | INFO | __main__:main:354 - load_from_opt_file: False +2024-03-06 22:50:37.918 | INFO | __main__:main:354 - lr0: 0.001 +2024-03-06 22:50:37.919 | INFO | __main__:main:354 - lr1: 0.0001 +2024-03-06 22:50:37.919 | INFO | __main__:main:354 - model: SRNets +2024-03-06 22:50:37.919 | INFO | __main__:main:354 - modelPath: ../models/auto-sample-gelu-3x7/Model.pth [default: None] +2024-03-06 22:50:37.919 | INFO | __main__:main:354 - modelRoot: ../models +2024-03-06 22:50:37.919 | INFO | __main__:main:354 - nf: 64 +2024-03-06 22:50:37.919 | INFO | __main__:main:354 - numSamplers: 3 +2024-03-06 22:50:37.920 | INFO | __main__:main:354 - qf: 20 +2024-03-06 22:50:37.920 | INFO | __main__:main:354 - sampleSize: 7 [default: 3] +2024-03-06 22:50:37.920 | INFO | __main__:main:354 - saveStep: 2000 +2024-03-06 22:50:37.920 | INFO | __main__:main:354 - scale: 4 +2024-03-06 22:50:37.920 | INFO | __main__:main:354 - sigma: 25 +2024-03-06 22:50:37.920 | INFO | __main__:main:354 - stages: 2 +2024-03-06 22:50:37.921 | INFO | __main__:main:354 - startIter: 0 +2024-03-06 22:50:37.921 | INFO | __main__:main:354 - task: sr +2024-03-06 22:50:37.921 | INFO | __main__:main:354 - totalIter: 200000 +2024-03-06 22:50:37.921 | INFO | __main__:main:354 - trainDir: ../data/DIV2K +2024-03-06 22:50:37.921 | INFO | __main__:main:354 - valDir: ../data/SRBenchmark +2024-03-06 22:50:37.922 | INFO | __main__:main:354 - valServer: none +2024-03-06 22:50:37.922 | INFO | __main__:main:354 - valServerMode: False +2024-03-06 22:50:37.922 | INFO | __main__:main:354 - valStep: 2000 +2024-03-06 22:50:37.922 | INFO | __main__:main:354 - valoutDir: ../models/auto-sample-gelu-3x7/val [default: None] +2024-03-06 22:50:37.922 | INFO | __main__:main:354 - weightDecay: 0 +2024-03-06 22:50:37.922 | INFO | __main__:main:354 - workerNum: 8 +2024-03-06 22:50:37.923 | INFO | __main__:main:354 - ----------------- End ------------------- +2024-03-06 22:50:43.079 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-03-06 22:50:43.331 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-03-06 22:50:44.009 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-03-06 22:59:33.614 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 2000 +2024-03-06 22:59:36.144 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set5 | AVG Val PSNR: 28.354330 +2024-03-06 22:59:40.386 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Set14 | AVG Val PSNR: 25.973476 +2024-03-06 22:59:52.250 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset B100 | AVG Val PSNR: 25.906811 +2024-03-06 23:00:45.704 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Urban100 | AVG Val PSNR: 23.082954 +2024-03-06 23:01:44.739 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset Manga109 | AVG Val PSNR: 24.836735 +2024-03-06 23:04:51.853 | INFO | __main__:valid_steps:188 - Iter 2000 | Dataset DIV2K | AVG Val PSNR: 28.078953 +2024-03-06 23:13:40.615 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 4000 +2024-03-06 23:13:42.544 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Set5 | AVG Val PSNR: 28.961990 +2024-03-06 23:13:46.154 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Set14 | AVG Val PSNR: 26.402317 +2024-03-06 23:13:57.698 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset B100 | AVG Val PSNR: 26.200930 +2024-03-06 23:14:43.809 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Urban100 | AVG Val PSNR: 23.435030 +2024-03-06 23:15:43.914 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset Manga109 | AVG Val PSNR: 25.380835 +2024-03-06 23:18:34.968 | INFO | __main__:valid_steps:188 - Iter 4000 | Dataset DIV2K | AVG Val PSNR: 28.413460 +2024-03-06 23:27:23.414 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 6000 +2024-03-06 23:27:25.395 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Set5 | AVG Val PSNR: 28.891403 +2024-03-06 23:27:28.982 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Set14 | AVG Val PSNR: 26.381578 +2024-03-06 23:27:40.583 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset B100 | AVG Val PSNR: 26.159380 +2024-03-06 23:28:26.311 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Urban100 | AVG Val PSNR: 23.465725 +2024-03-06 23:29:23.576 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset Manga109 | AVG Val PSNR: 25.595104 +2024-03-06 23:32:13.710 | INFO | __main__:valid_steps:188 - Iter 6000 | Dataset DIV2K | AVG Val PSNR: 28.216469 +2024-03-06 23:41:00.578 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 8000 +2024-03-06 23:41:02.551 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Set5 | AVG Val PSNR: 29.528744 +2024-03-06 23:41:06.244 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Set14 | AVG Val PSNR: 26.790726 +2024-03-06 23:41:17.681 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset B100 | AVG Val PSNR: 26.451601 +2024-03-06 23:42:03.263 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Urban100 | AVG Val PSNR: 23.737593 +2024-03-06 23:43:01.283 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset Manga109 | AVG Val PSNR: 26.203146 +2024-03-06 23:45:50.196 | INFO | __main__:valid_steps:188 - Iter 8000 | Dataset DIV2K | AVG Val PSNR: 28.708199 +2024-03-06 23:54:37.205 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 10000 +2024-03-06 23:54:39.174 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Set5 | AVG Val PSNR: 29.819553 +2024-03-06 23:54:42.802 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Set14 | AVG Val PSNR: 26.964617 +2024-03-06 23:54:54.419 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset B100 | AVG Val PSNR: 26.531532 +2024-03-06 23:55:40.721 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Urban100 | AVG Val PSNR: 23.869896 +2024-03-06 23:56:39.739 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset Manga109 | AVG Val PSNR: 26.491888 +2024-03-06 23:59:31.463 | INFO | __main__:valid_steps:188 - Iter 10000 | Dataset DIV2K | AVG Val PSNR: 28.857943 +2024-03-07 00:08:18.832 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 12000 +2024-03-07 00:08:20.843 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Set5 | AVG Val PSNR: 29.918335 +2024-03-07 00:08:24.479 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Set14 | AVG Val PSNR: 27.032106 +2024-03-07 00:08:35.970 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset B100 | AVG Val PSNR: 26.572796 +2024-03-07 00:09:21.910 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Urban100 | AVG Val PSNR: 23.924290 +2024-03-07 00:10:21.425 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset Manga109 | AVG Val PSNR: 26.612886 +2024-03-07 00:13:10.893 | INFO | __main__:valid_steps:188 - Iter 12000 | Dataset DIV2K | AVG Val PSNR: 28.917747 +2024-03-07 00:21:58.168 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 14000 +2024-03-07 00:22:00.126 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset Set5 | AVG Val PSNR: 29.870081 +2024-03-07 00:22:03.733 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset Set14 | AVG Val PSNR: 27.035955 +2024-03-07 00:22:15.251 | INFO | __main__:valid_steps:188 - Iter 14000 | Dataset B100 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11:44:20.946 | INFO | __main__:valid_steps:188 - Iter 114000 | Dataset Urban100 | AVG Val PSNR: 24.559778 +2024-03-07 11:45:20.062 | INFO | __main__:valid_steps:188 - Iter 114000 | Dataset Manga109 | AVG Val PSNR: 28.069735 +2024-03-07 11:48:05.240 | INFO | __main__:valid_steps:188 - Iter 114000 | Dataset DIV2K | AVG Val PSNR: 29.262758 +2024-03-07 11:56:51.301 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 116000 +2024-03-07 11:56:53.328 | INFO | __main__:valid_steps:188 - Iter 116000 | Dataset Set5 | AVG Val PSNR: 30.777075 +2024-03-07 11:56:56.975 | INFO | __main__:valid_steps:188 - Iter 116000 | Dataset Set14 | AVG Val PSNR: 27.716324 +2024-03-07 11:57:08.355 | INFO | __main__:valid_steps:188 - Iter 116000 | Dataset B100 | AVG Val PSNR: 26.935236 +2024-03-07 11:57:53.861 | INFO | __main__:valid_steps:188 - Iter 116000 | Dataset Urban100 | AVG Val PSNR: 24.566170 +2024-03-07 11:58:51.885 | INFO | __main__:valid_steps:188 - Iter 116000 | Dataset Manga109 | AVG Val PSNR: 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21:15:14.293 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Urban100 | AVG Val PSNR: 24.618286 +2024-03-07 21:16:11.818 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset Manga109 | AVG Val PSNR: 28.226738 +2024-03-07 21:18:56.482 | INFO | __main__:valid_steps:188 - Iter 198000 | Dataset DIV2K | AVG Val PSNR: 29.339207 +2024-03-07 21:27:42.903 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 200000 +2024-03-07 21:27:44.871 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Set5 | AVG Val PSNR: 30.885489 +2024-03-07 21:27:48.416 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Set14 | AVG Val PSNR: 27.765018 +2024-03-07 21:27:59.798 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset B100 | AVG Val PSNR: 26.973770 +2024-03-07 21:28:45.774 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Urban100 | AVG Val PSNR: 24.621655 +2024-03-07 21:29:45.462 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset Manga109 | AVG Val PSNR: 28.210377 +2024-03-07 21:32:33.310 | INFO | __main__:valid_steps:188 - Iter 200000 | Dataset DIV2K | AVG Val PSNR: 29.345169 +2024-03-07 21:32:33.809 | INFO | __main__:train:326 - Complete diff --git a/mulut+ours/auto-sample-gelu-3x7/train-2024-03-07_23-56-13_469788.log b/mulut+ours/auto-sample-gelu-3x7/train-2024-03-07_23-56-13_469788.log new file mode 100644 index 0000000000000000000000000000000000000000..b70ece7ccc81d2c39054cf602319742546351627 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-3x7/train-2024-03-07_23-56-13_469788.log @@ -0,0 +1,1091 @@ +2024-03-07 23:56:13.480 | INFO | __main__:main:354 - ----------------- Options --------------- +2024-03-07 23:56:13.481 | INFO | __main__:main:354 - activateFunction: gelu [default: relu] +2024-03-07 23:56:13.481 | INFO | __main__:main:354 - batchSize: 32 +2024-03-07 23:56:13.481 | INFO | __main__:main:354 - cropSize: 48 +2024-03-07 23:56:13.481 | INFO | __main__:main:354 - debug: False +2024-03-07 23:56:13.481 | INFO | __main__:main:354 - displayStep: 100 +2024-03-07 23:56:13.481 | INFO | __main__:main:354 - expDir: ../models/auto-sample-gelu-3x7 [default: ] +2024-03-07 23:56:13.482 | INFO | __main__:main:354 - gpuNum: 1 +2024-03-07 23:56:13.482 | INFO | __main__:main:354 - gradientStep: 250 +2024-03-07 23:56:13.482 | INFO | __main__:main:354 - interval: 4 +2024-03-07 23:56:13.482 | INFO | __main__:main:354 - isTrain: True [default: None] +2024-03-07 23:56:13.482 | INFO | __main__:main:354 - load_from_opt_file: False +2024-03-07 23:56:13.483 | INFO | __main__:main:354 - lr0: 0.001 +2024-03-07 23:56:13.483 | INFO | __main__:main:354 - lr1: 0.0001 +2024-03-07 23:56:13.483 | INFO | __main__:main:354 - model: SRNets +2024-03-07 23:56:13.483 | INFO | __main__:main:354 - modelPath: ../models/auto-sample-gelu-3x7/Model.pth [default: None] +2024-03-07 23:56:13.483 | INFO | __main__:main:354 - modelRoot: ../models +2024-03-07 23:56:13.483 | INFO | __main__:main:354 - nf: 64 +2024-03-07 23:56:13.484 | INFO | __main__:main:354 - numSamplers: 3 +2024-03-07 23:56:13.484 | INFO | __main__:main:354 - qf: 20 +2024-03-07 23:56:13.484 | INFO | __main__:main:354 - sampleSize: 7 [default: 3] +2024-03-07 23:56:13.484 | INFO | __main__:main:354 - saveStep: 2000 +2024-03-07 23:56:13.484 | INFO | __main__:main:354 - scale: 4 +2024-03-07 23:56:13.484 | INFO | __main__:main:354 - sigma: 25 +2024-03-07 23:56:13.485 | INFO | __main__:main:354 - stages: 2 +2024-03-07 23:56:13.485 | INFO | __main__:main:354 - startIter: 200000 [default: 0] +2024-03-07 23:56:13.485 | INFO | __main__:main:354 - task: sr +2024-03-07 23:56:13.485 | INFO | __main__:main:354 - totalIter: 500000 [default: 200000] +2024-03-07 23:56:13.485 | INFO | __main__:main:354 - trainDir: ../data/DIV2K +2024-03-07 23:56:13.485 | INFO | __main__:main:354 - valDir: ../data/SRBenchmark +2024-03-07 23:56:13.486 | INFO | __main__:main:354 - valServer: none +2024-03-07 23:56:13.486 | INFO | __main__:main:354 - valServerMode: False +2024-03-07 23:56:13.486 | INFO | __main__:main:354 - valStep: 2000 +2024-03-07 23:56:13.486 | INFO | __main__:main:354 - valoutDir: ../models/auto-sample-gelu-3x7/val [default: None] +2024-03-07 23:56:13.486 | INFO | __main__:main:354 - weightDecay: 0 +2024-03-07 23:56:13.486 | INFO | __main__:main:354 - workerNum: 8 +2024-03-07 23:56:13.487 | INFO | __main__:main:354 - ----------------- End ------------------- +2024-03-07 23:56:18.469 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-03-07 23:56:18.681 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-03-07 23:56:19.468 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-03-08 00:05:06.425 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 202000 +2024-03-08 00:05:09.535 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Set5 | AVG Val PSNR: 30.870518 +2024-03-08 00:05:14.410 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Set14 | AVG Val PSNR: 27.774609 +2024-03-08 00:05:26.392 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset B100 | AVG Val PSNR: 26.970728 +2024-03-08 00:06:19.530 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Urban100 | AVG Val PSNR: 24.612566 +2024-03-08 00:07:19.353 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset Manga109 | AVG Val PSNR: 28.245670 +2024-03-08 00:10:20.114 | INFO | __main__:valid_steps:188 - Iter 202000 | Dataset DIV2K | AVG Val PSNR: 29.342331 +2024-03-08 00:19:05.927 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 204000 +2024-03-08 00:19:08.468 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Set5 | AVG Val PSNR: 30.858501 +2024-03-08 00:19:12.644 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Set14 | AVG Val PSNR: 27.758261 +2024-03-08 00:19:24.903 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset B100 | AVG Val PSNR: 26.980858 +2024-03-08 00:20:11.034 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Urban100 | AVG Val PSNR: 24.614910 +2024-03-08 00:21:11.201 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset Manga109 | AVG Val PSNR: 28.101751 +2024-03-08 00:23:58.616 | INFO | __main__:valid_steps:188 - Iter 204000 | Dataset DIV2K | AVG Val PSNR: 29.338512 +2024-03-08 00:32:44.712 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 206000 +2024-03-08 00:32:47.247 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Set5 | AVG Val PSNR: 30.818750 +2024-03-08 00:32:51.455 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Set14 | AVG Val PSNR: 27.722666 +2024-03-08 00:33:03.498 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset B100 | AVG Val PSNR: 26.942575 +2024-03-08 00:33:49.611 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Urban100 | AVG Val PSNR: 24.594133 +2024-03-08 00:34:50.175 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset Manga109 | AVG Val PSNR: 28.163107 +2024-03-08 00:37:37.161 | INFO | __main__:valid_steps:188 - Iter 206000 | Dataset DIV2K | AVG Val PSNR: 29.276972 +2024-03-08 00:46:23.015 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 208000 +2024-03-08 00:46:25.590 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Set5 | AVG Val PSNR: 30.884930 +2024-03-08 00:46:29.859 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Set14 | AVG Val PSNR: 27.778843 +2024-03-08 00:46:41.848 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset B100 | AVG Val PSNR: 26.978245 +2024-03-08 00:47:27.694 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Urban100 | AVG Val PSNR: 24.624321 +2024-03-08 00:48:27.697 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset Manga109 | AVG Val PSNR: 28.266548 +2024-03-08 00:51:13.811 | INFO | __main__:valid_steps:188 - Iter 208000 | Dataset DIV2K | AVG Val PSNR: 29.347307 +2024-03-08 00:59:59.888 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 210000 +2024-03-08 01:00:02.423 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Set5 | AVG Val PSNR: 30.865326 +2024-03-08 01:00:06.605 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Set14 | AVG Val PSNR: 27.766676 +2024-03-08 01:00:18.703 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset B100 | AVG Val PSNR: 26.964676 +2024-03-08 01:01:04.781 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Urban100 | AVG Val PSNR: 24.618696 +2024-03-08 01:02:04.743 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset Manga109 | AVG Val PSNR: 28.251966 +2024-03-08 01:04:51.948 | INFO | __main__:valid_steps:188 - Iter 210000 | Dataset DIV2K | AVG Val PSNR: 29.342710 +2024-03-08 01:13:37.606 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 212000 +2024-03-08 01:13:40.146 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Set5 | AVG Val PSNR: 30.802399 +2024-03-08 01:13:44.364 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Set14 | AVG Val PSNR: 27.743654 +2024-03-08 01:13:56.412 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset B100 | AVG Val PSNR: 26.955317 +2024-03-08 01:14:42.583 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Urban100 | AVG Val PSNR: 24.605225 +2024-03-08 01:15:43.531 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset Manga109 | AVG Val PSNR: 28.145576 +2024-03-08 01:18:32.133 | INFO | __main__:valid_steps:188 - Iter 212000 | Dataset DIV2K | AVG Val PSNR: 29.265814 +2024-03-08 01:27:17.865 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 214000 +2024-03-08 01:27:20.441 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset Set5 | AVG Val PSNR: 30.843872 +2024-03-08 01:27:24.650 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset Set14 | AVG Val PSNR: 27.761536 +2024-03-08 01:27:36.557 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset B100 | AVG Val PSNR: 26.983231 +2024-03-08 01:28:22.207 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset Urban100 | AVG Val PSNR: 24.616741 +2024-03-08 01:29:21.026 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset Manga109 | AVG Val PSNR: 28.227060 +2024-03-08 01:32:06.587 | INFO | __main__:valid_steps:188 - Iter 214000 | Dataset DIV2K | AVG Val PSNR: 29.341930 +2024-03-08 01:40:52.396 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 216000 +2024-03-08 01:40:55.208 | INFO | __main__:valid_steps:188 - Iter 216000 | Dataset Set5 | AVG Val PSNR: 30.840069 +2024-03-08 01:40:59.753 | INFO | __main__:valid_steps:188 - Iter 216000 | Dataset Set14 | AVG Val PSNR: 27.740107 +2024-03-08 01:41:12.114 | INFO | __main__:valid_steps:188 - Iter 216000 | Dataset B100 | AVG Val PSNR: 26.960817 +2024-03-08 01:41:57.839 | INFO | __main__:valid_steps:188 - Iter 216000 | Dataset Urban100 | AVG Val PSNR: 24.615959 +2024-03-08 01:42:55.520 | INFO | __main__:valid_steps:188 - Iter 216000 | Dataset Manga109 | AVG Val PSNR: 28.243559 +2024-03-08 01:45:41.864 | INFO | __main__:valid_steps:188 - Iter 216000 | Dataset DIV2K | AVG Val PSNR: 29.287563 +2024-03-08 01:54:27.669 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 218000 +2024-03-08 01:54:30.227 | INFO | __main__:valid_steps:188 - Iter 218000 | Dataset Set5 | AVG Val PSNR: 30.761978 +2024-03-08 01:54:34.396 | INFO | __main__:valid_steps:188 - Iter 218000 | Dataset Set14 | AVG Val PSNR: 27.691462 +2024-03-08 01:54:46.338 | INFO | __main__:valid_steps:188 - Iter 218000 | Dataset B100 | AVG Val PSNR: 26.956121 +2024-03-08 01:55:32.447 | INFO | __main__:valid_steps:188 - Iter 218000 | Dataset Urban100 | AVG Val PSNR: 24.560415 +2024-03-08 01:56:31.614 | INFO | __main__:valid_steps:188 - Iter 218000 | Dataset Manga109 | AVG Val PSNR: 28.043419 +2024-03-08 01:59:19.230 | INFO | __main__:valid_steps:188 - Iter 218000 | Dataset DIV2K | AVG Val PSNR: 29.301130 +2024-03-08 02:08:04.980 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 220000 +2024-03-08 02:08:07.526 | INFO | __main__:valid_steps:188 - Iter 220000 | Dataset Set5 | 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Dataset DIV2K | AVG Val PSNR: 29.381889 +2024-03-09 06:27:28.773 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 470000 +2024-03-09 06:27:31.057 | INFO | __main__:valid_steps:188 - Iter 470000 | Dataset Set5 | AVG Val PSNR: 30.878214 +2024-03-09 06:27:34.979 | INFO | __main__:valid_steps:188 - Iter 470000 | Dataset Set14 | AVG Val PSNR: 27.768049 +2024-03-09 06:27:46.639 | INFO | __main__:valid_steps:188 - Iter 470000 | Dataset B100 | AVG Val PSNR: 27.000277 +2024-03-09 06:28:32.409 | INFO | __main__:valid_steps:188 - Iter 470000 | Dataset Urban100 | AVG Val PSNR: 24.674755 +2024-03-09 06:29:30.930 | INFO | __main__:valid_steps:188 - Iter 470000 | Dataset Manga109 | AVG Val PSNR: 28.379026 +2024-03-09 06:32:18.805 | INFO | __main__:valid_steps:188 - Iter 470000 | Dataset DIV2K | AVG Val PSNR: 29.344082 +2024-03-09 06:41:03.985 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 472000 +2024-03-09 06:41:06.200 | INFO | __main__:valid_steps:188 - Iter 472000 | Dataset Set5 | 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08:03:19.685 | INFO | __main__:valid_steps:188 - Iter 484000 | Dataset Urban100 | AVG Val PSNR: 24.657337 +2024-03-09 08:04:19.191 | INFO | __main__:valid_steps:188 - Iter 484000 | Dataset Manga109 | AVG Val PSNR: 28.261856 +2024-03-09 08:07:05.532 | INFO | __main__:valid_steps:188 - Iter 484000 | Dataset DIV2K | AVG Val PSNR: 29.359304 +2024-03-09 08:15:50.802 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 486000 +2024-03-09 08:15:53.055 | INFO | __main__:valid_steps:188 - Iter 486000 | Dataset Set5 | AVG Val PSNR: 30.954483 +2024-03-09 08:15:56.926 | INFO | __main__:valid_steps:188 - Iter 486000 | Dataset Set14 | AVG Val PSNR: 27.808367 +2024-03-09 08:16:08.499 | INFO | __main__:valid_steps:188 - Iter 486000 | Dataset B100 | AVG Val PSNR: 27.015850 +2024-03-09 08:16:53.834 | INFO | __main__:valid_steps:188 - Iter 486000 | Dataset Urban100 | AVG Val PSNR: 24.684284 +2024-03-09 08:17:53.203 | INFO | __main__:valid_steps:188 - Iter 486000 | Dataset Manga109 | AVG Val PSNR: 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+2024-03-09 08:42:58.803 | INFO | __main__:valid_steps:188 - Iter 490000 | Dataset Set5 | AVG Val PSNR: 30.959015 +2024-03-09 08:43:02.692 | INFO | __main__:valid_steps:188 - Iter 490000 | Dataset Set14 | AVG Val PSNR: 27.813644 +2024-03-09 08:43:14.261 | INFO | __main__:valid_steps:188 - Iter 490000 | Dataset B100 | AVG Val PSNR: 27.010597 +2024-03-09 08:43:59.552 | INFO | __main__:valid_steps:188 - Iter 490000 | Dataset Urban100 | AVG Val PSNR: 24.695869 +2024-03-09 08:44:58.676 | INFO | __main__:valid_steps:188 - Iter 490000 | Dataset Manga109 | AVG Val PSNR: 28.354227 +2024-03-09 08:47:43.624 | INFO | __main__:valid_steps:188 - Iter 490000 | Dataset DIV2K | AVG Val PSNR: 29.388277 +2024-03-09 08:56:29.051 | INFO | __main__:SaveCheckpoint:125 - Checkpoint saved 492000 +2024-03-09 08:56:31.284 | INFO | __main__:valid_steps:188 - Iter 492000 | Dataset Set5 | AVG Val PSNR: 30.959967 +2024-03-09 08:56:35.127 | INFO | __main__:valid_steps:188 - Iter 492000 | Dataset Set14 | AVG Val PSNR: 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AVG Val PSNR: 30.957193 +2024-03-09 09:50:45.348 | INFO | __main__:valid_steps:188 - Iter 500000 | Dataset Set14 | AVG Val PSNR: 27.817221 +2024-03-09 09:50:57.033 | INFO | __main__:valid_steps:188 - Iter 500000 | Dataset B100 | AVG Val PSNR: 27.010386 +2024-03-09 09:51:42.845 | INFO | __main__:valid_steps:188 - Iter 500000 | Dataset Urban100 | AVG Val PSNR: 24.687763 +2024-03-09 09:52:42.465 | INFO | __main__:valid_steps:188 - Iter 500000 | Dataset Manga109 | AVG Val PSNR: 28.357515 +2024-03-09 09:55:28.910 | INFO | __main__:valid_steps:188 - Iter 500000 | Dataset DIV2K | AVG Val PSNR: 29.381294 +2024-03-09 09:55:29.374 | INFO | __main__:train:326 - Complete diff --git a/mulut+ours/auto-sample-gelu-3x7/train-2024-09-08_10-09-03_374194.log b/mulut+ours/auto-sample-gelu-3x7/train-2024-09-08_10-09-03_374194.log new file mode 100644 index 0000000000000000000000000000000000000000..fe399c78635929852892dc878a76b208d28f12e1 --- /dev/null +++ b/mulut+ours/auto-sample-gelu-3x7/train-2024-09-08_10-09-03_374194.log @@ -0,0 +1,40 @@ +2024-09-08 10:09:03.390 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-08 10:09:03.391 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-08 10:09:03.391 | INFO | __main__:main:384 - batchSize: 32 +2024-09-08 10:09:03.391 | INFO | __main__:main:384 - cropSize: 48 +2024-09-08 10:09:03.391 | INFO | __main__:main:384 - debug: False +2024-09-08 10:09:03.392 | INFO | __main__:main:384 - displayStep: 100 +2024-09-08 10:09:03.392 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-3x7/ [default: ] +2024-09-08 10:09:03.392 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-08 10:09:03.392 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-08 10:09:03.393 | INFO | __main__:main:384 - interval: 4 +2024-09-08 10:09:03.393 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-08 10:09:03.393 | INFO | __main__:main:384 - lambda_lr: None +2024-09-08 10:09:03.393 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-08 10:09:03.393 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-08 10:09:03.394 | INFO | __main__:main:384 - model: SRNets +2024-09-08 10:09:03.394 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-3x7/Model.pth [default: None] +2024-09-08 10:09:03.394 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-08 10:09:03.394 | INFO | __main__:main:384 - nf: 64 +2024-09-08 10:09:03.395 | INFO | __main__:main:384 - numSamplers: 3 +2024-09-08 10:09:03.395 | INFO | __main__:main:384 - qf: 20 +2024-09-08 10:09:03.395 | INFO | __main__:main:384 - sampleSize: 7 [default: 3] +2024-09-08 10:09:03.395 | INFO | __main__:main:384 - saveStep: 200 +2024-09-08 10:09:03.395 | INFO | __main__:main:384 - scale: 4 +2024-09-08 10:09:03.396 | INFO | __main__:main:384 - sigma: 25 +2024-09-08 10:09:03.396 | INFO | __main__:main:384 - stages: 2 +2024-09-08 10:09:03.396 | INFO | __main__:main:384 - startIter: 500000 [default: 0] +2024-09-08 10:09:03.396 | INFO | __main__:main:384 - task: sr +2024-09-08 10:09:03.397 | INFO | __main__:main:384 - totalIter: 700000 [default: 200000] +2024-09-08 10:09:03.397 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-08 10:09:03.397 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-08 10:09:03.397 | INFO | __main__:main:384 - valServer: none +2024-09-08 10:09:03.397 | INFO | __main__:main:384 - valServerMode: False +2024-09-08 10:09:03.398 | INFO | __main__:main:384 - valStep: 2000 +2024-09-08 10:09:03.398 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-3x7/val [default: None] +2024-09-08 10:09:03.398 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-08 10:09:03.398 | INFO | __main__:main:384 - workerNum: 8 +2024-09-08 10:09:03.399 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-08 10:09:09.175 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-08 10:09:09.402 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-08 10:09:10.404 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy diff --git a/mulut+ours/auto-sample-gelu-3x7/train-2024-09-08_10-10-53_434440.log b/mulut+ours/auto-sample-gelu-3x7/train-2024-09-08_10-10-53_434440.log new file mode 100644 index 0000000000000000000000000000000000000000..90e791db4a0929c31501ae388635d9e5cc526b9c --- /dev/null +++ b/mulut+ours/auto-sample-gelu-3x7/train-2024-09-08_10-10-53_434440.log @@ -0,0 +1,826 @@ +2024-09-08 10:10:53.451 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-08 10:10:53.452 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-08 10:10:53.452 | INFO | __main__:main:384 - batchSize: 32 +2024-09-08 10:10:53.452 | INFO | __main__:main:384 - cropSize: 48 +2024-09-08 10:10:53.452 | INFO | __main__:main:384 - debug: False +2024-09-08 10:10:53.453 | INFO | __main__:main:384 - displayStep: 100 +2024-09-08 10:10:53.453 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-3x7/ [default: ] +2024-09-08 10:10:53.453 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-08 10:10:53.454 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-08 10:10:53.454 | INFO | __main__:main:384 - interval: 4 +2024-09-08 10:10:53.454 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-08 10:10:53.454 | INFO | __main__:main:384 - lambda_lr: False [default: None] +2024-09-08 10:10:53.455 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-08 10:10:53.455 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-08 10:10:53.455 | INFO | __main__:main:384 - model: SRNets +2024-09-08 10:10:53.455 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-3x7/Model.pth [default: None] +2024-09-08 10:10:53.455 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-08 10:10:53.456 | INFO | __main__:main:384 - nf: 64 +2024-09-08 10:10:53.456 | INFO | __main__:main:384 - numSamplers: 3 +2024-09-08 10:10:53.456 | INFO | __main__:main:384 - qf: 20 +2024-09-08 10:10:53.456 | INFO | __main__:main:384 - sampleSize: 7 [default: 3] +2024-09-08 10:10:53.457 | INFO | __main__:main:384 - saveStep: 200 +2024-09-08 10:10:53.457 | INFO | __main__:main:384 - scale: 4 +2024-09-08 10:10:53.457 | INFO | __main__:main:384 - sigma: 25 +2024-09-08 10:10:53.457 | INFO | __main__:main:384 - stages: 2 +2024-09-08 10:10:53.457 | INFO | __main__:main:384 - startIter: 500000 [default: 0] +2024-09-08 10:10:53.458 | INFO | __main__:main:384 - task: sr +2024-09-08 10:10:53.458 | INFO | __main__:main:384 - totalIter: 700000 [default: 200000] +2024-09-08 10:10:53.458 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-08 10:10:53.458 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-08 10:10:53.459 | INFO | __main__:main:384 - valServer: none +2024-09-08 10:10:53.459 | INFO | __main__:main:384 - valServerMode: False +2024-09-08 10:10:53.459 | INFO | __main__:main:384 - valStep: 2000 +2024-09-08 10:10:53.459 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-3x7/val [default: None] +2024-09-08 10:10:53.459 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-08 10:10:53.460 | INFO | __main__:main:384 - workerNum: 8 +2024-09-08 10:10:53.460 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-08 10:10:59.278 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-08 10:10:59.506 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-08 10:11:00.415 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-08 10:12:05.438 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500200 +2024-09-08 10:13:08.715 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500400 +2024-09-08 10:14:12.296 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500600 +2024-09-08 10:15:15.934 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 500800 +2024-09-08 10:16:19.409 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 501000 +2024-09-08 10:17:23.059 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 501200 +2024-09-08 10:18:26.696 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 501400 +2024-09-08 10:19:30.338 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 501600 +2024-09-08 10:20:34.015 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 501800 +2024-09-08 10:21:37.493 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 502000 +2024-09-08 10:21:40.928 | INFO | __main__:valid_steps:194 - Iter 502000 | Dataset Set5 | AVG Val PSNR: 28.965012 +2024-09-08 10:21:46.697 | INFO | 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__main__:SaveCheckpoint:131 - Checkpoint saved 631000 +2024-09-08 21:55:34.346 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 631200 diff --git a/mulut+ours/auto-sample-gelu-3x7/train-2024-09-10_15-16-14_842528.log b/mulut+ours/auto-sample-gelu-3x7/train-2024-09-10_15-16-14_842528.log new file mode 100644 index 0000000000000000000000000000000000000000..b810bccbc1982cc358d3926d0038eb724df4d18a --- /dev/null +++ b/mulut+ours/auto-sample-gelu-3x7/train-2024-09-10_15-16-14_842528.log @@ -0,0 +1,461 @@ +2024-09-10 15:16:14.862 | INFO | __main__:main:384 - ----------------- Options --------------- +2024-09-10 15:16:14.864 | INFO | __main__:main:384 - activateFunction: gelu [default: relu] +2024-09-10 15:16:14.864 | INFO | __main__:main:384 - batchSize: 32 +2024-09-10 15:16:14.864 | INFO | __main__:main:384 - cropSize: 48 +2024-09-10 15:16:14.865 | INFO | __main__:main:384 - debug: False +2024-09-10 15:16:14.865 | INFO | __main__:main:384 - displayStep: 100 +2024-09-10 15:16:14.866 | INFO | __main__:main:384 - expDir: ../models/no_res_bug/auto-sample-gelu-3x7/ [default: ] +2024-09-10 15:16:14.866 | INFO | __main__:main:384 - gpuNum: 1 +2024-09-10 15:16:14.866 | INFO | __main__:main:384 - gradientStep: 250 +2024-09-10 15:16:14.867 | INFO | __main__:main:384 - interval: 4 +2024-09-10 15:16:14.867 | INFO | __main__:main:384 - isTrain: True [default: None] +2024-09-10 15:16:14.867 | INFO | __main__:main:384 - lambda_lr: False [default: None] +2024-09-10 15:16:14.868 | INFO | __main__:main:384 - load_from_opt_file: False +2024-09-10 15:16:14.868 | INFO | __main__:main:384 - lr0: 0.001 +2024-09-10 15:16:14.868 | INFO | __main__:main:384 - model: SRNets +2024-09-10 15:16:14.869 | INFO | __main__:main:384 - modelPath: ../models/no_res_bug/auto-sample-gelu-3x7/Model.pth [default: None] +2024-09-10 15:16:14.869 | INFO | __main__:main:384 - modelRoot: ../models +2024-09-10 15:16:14.869 | INFO | __main__:main:384 - nf: 64 +2024-09-10 15:16:14.870 | INFO | __main__:main:384 - numSamplers: 3 +2024-09-10 15:16:14.870 | INFO | __main__:main:384 - qf: 20 +2024-09-10 15:16:14.870 | INFO | __main__:main:384 - sampleSize: 7 [default: 3] +2024-09-10 15:16:14.871 | INFO | __main__:main:384 - saveStep: 200 +2024-09-10 15:16:14.871 | INFO | __main__:main:384 - scale: 4 +2024-09-10 15:16:14.871 | INFO | __main__:main:384 - sigma: 25 +2024-09-10 15:16:14.872 | INFO | __main__:main:384 - stages: 2 +2024-09-10 15:16:14.872 | INFO | __main__:main:384 - startIter: 630000 [default: 0] +2024-09-10 15:16:14.872 | INFO | __main__:main:384 - task: sr +2024-09-10 15:16:14.873 | INFO | __main__:main:384 - totalIter: 700000 [default: 200000] +2024-09-10 15:16:14.873 | INFO | __main__:main:384 - trainDir: ../data/DIV2K +2024-09-10 15:16:14.874 | INFO | __main__:main:384 - valDir: ../data/SRBenchmark +2024-09-10 15:16:14.874 | INFO | __main__:main:384 - valServer: none +2024-09-10 15:16:14.875 | INFO | __main__:main:384 - valServerMode: False +2024-09-10 15:16:14.875 | INFO | __main__:main:384 - valStep: 2000 +2024-09-10 15:16:14.875 | INFO | __main__:main:384 - valoutDir: ../models/no_res_bug/auto-sample-gelu-3x7/val [default: None] +2024-09-10 15:16:14.876 | INFO | __main__:main:384 - weightDecay: 0 +2024-09-10 15:16:14.876 | INFO | __main__:main:384 - workerNum: 8 +2024-09-10 15:16:14.877 | INFO | __main__:main:384 - ----------------- End ------------------- +2024-09-10 15:16:21.193 | INFO | data:__init__:35 - HR image cache from: ../data/DIV2K/cache_hr.npy +2024-09-10 15:16:21.450 | INFO | data:__init__:42 - LR image cache from: ../data/DIV2K/cache_lr_x4.npy +2024-09-10 15:16:22.537 | INFO | data:__init__:111 - Test data from cache ../data/SRBenchmark/test_cache_files.npy, ../data/SRBenchmark/test_cache_imgs.npy +2024-09-10 15:17:27.874 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 630200 +2024-09-10 15:18:30.844 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 630400 +2024-09-10 15:19:34.238 | INFO | __main__:SaveCheckpoint:131 - 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15:38:55.442 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 634200 +2024-09-10 15:39:58.886 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 634400 +2024-09-10 15:41:02.431 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 634600 +2024-09-10 15:42:05.928 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 634800 +2024-09-10 15:43:09.314 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 635000 +2024-09-10 15:44:12.924 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 635200 +2024-09-10 15:45:16.498 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 635400 +2024-09-10 15:46:20.107 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 635600 +2024-09-10 15:47:25.863 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 635800 +2024-09-10 15:48:31.900 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 636000 +2024-09-10 15:48:35.017 | INFO | __main__:valid_steps:194 - Iter 636000 | Dataset Set5 | AVG Val PSNR: 30.863714 +2024-09-10 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19:00:05.959 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 668200 +2024-09-10 19:01:09.618 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 668400 +2024-09-10 19:02:13.311 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 668600 +2024-09-10 19:03:16.908 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 668800 +2024-09-10 19:04:20.376 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 669000 +2024-09-10 19:05:24.092 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 669200 +2024-09-10 19:06:27.774 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 669400 +2024-09-10 19:07:32.481 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 669600 +2024-09-10 19:08:36.795 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 669800 +2024-09-10 19:09:41.144 | INFO | __main__:SaveCheckpoint:131 - Checkpoint saved 670000 +2024-09-10 19:09:43.551 | INFO | __main__:valid_steps:194 - Iter 670000 | Dataset Set5 | AVG Val PSNR: 30.892338 +2024-09-10 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+python = ">=3.13.5,<3.14" +huggingface_hub = ">=0.33.1,<0.34" diff --git a/spflut+ours/spf_lut_sam1x5/Model_274000.pth b/spflut+ours/spf_lut_sam1x5/Model_274000.pth new file mode 100644 index 0000000000000000000000000000000000000000..17e3ddfca94419a72d4c5b2cf110f2306c70be9f --- /dev/null +++ b/spflut+ours/spf_lut_sam1x5/Model_274000.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89cef61d03c7919b6219f4c03d493097cfa05e2b1e82ed4dc4f646b83de5f5c7 +size 1660370 diff --git a/spflut+ours/spf_lut_sam1x5/lutft.log b/spflut+ours/spf_lut_sam1x5/lutft.log new file mode 100644 index 0000000000000000000000000000000000000000..6c6181e430a0dc499d698637c37d6829ce8e970e --- /dev/null +++ b/spflut+ours/spf_lut_sam1x5/lutft.log @@ -0,0 +1,1285 @@ +24-08-19 11:56:36.608 : None +24-08-19 11:59:03.373 : Iter 1 | Dataset Set5 | AVG PSNR: 23.523690, AVG: SSIM: 0.772872 +24-08-19 12:10:49.356 : None +24-08-19 12:12:43.159 : Iter 1 | Dataset Set5 | AVG PSNR: 23.523954, AVG: SSIM: 0.772898 +24-08-19 12:13:49.581 : None +24-08-19 12:15:41.479 : Iter 1 | Dataset Set5 | AVG PSNR: 23.523882, AVG: SSIM: 0.772896 +24-08-20 11:13:08.580 : None +24-08-20 11:14:37.778 : Iter 1 | Dataset Set5 | AVG PSNR: 23.523775, AVG: SSIM: 0.772889 +24-08-20 11:25:48.269 : None +24-08-20 11:26:50.248 : Iter 1 | Dataset Set5 | AVG PSNR: 23.519961, AVG: SSIM: 0.772896 +24-08-20 11:28:05.659 : Iter 1 | Dataset Set14 | AVG PSNR: 22.408773, AVG: SSIM: 0.669440 +24-08-20 11:29:49.175 : None +24-08-20 11:30:50.031 : Iter 1 | Dataset Set5 | AVG PSNR: 23.523577, AVG: SSIM: 0.772842 +24-08-20 11:32:06.144 : Iter 1 | Dataset Set14 | AVG PSNR: 22.411683, AVG: SSIM: 0.669049 +24-08-20 12:02:01.611 : ../models/spf_lut_sam1x5/ | Iter: 100, Sample: 3200, GPixel:3.51e-03, dT:0.0428, rT:18.1134 +24-08-20 12:33:20.624 : ../models/spf_lut_sam1x5/ | Iter: 200, Sample: 6400, GPixel:3.00e-03, dT:0.0115, rT:18.7781 +24-08-20 13:04:44.306 : ../models/spf_lut_sam1x5/ | Iter: 300, Sample: 9600, GPixel:2.82e-03, dT:0.0111, rT:18.8253 +24-08-20 13:35:32.823 : ../models/spf_lut_sam1x5/ | Iter: 400, Sample: 12800, GPixel:2.82e-03, dT:0.0110, rT:18.4736 +24-08-20 14:05:46.997 : ../models/spf_lut_sam1x5/ | Iter: 500, Sample: 16000, GPixel:2.72e-03, dT:0.0113, rT:18.1301 +24-08-20 14:36:06.653 : ../models/spf_lut_sam1x5/ | Iter: 600, Sample: 19200, GPixel:2.80e-03, dT:0.0103, rT:18.1857 +24-08-20 15:06:28.011 : ../models/spf_lut_sam1x5/ | Iter: 700, Sample: 22400, GPixel:2.91e-03, dT:0.0106, rT:18.2025 +24-08-20 15:36:25.036 : ../models/spf_lut_sam1x5/ | Iter: 800, Sample: 25600, GPixel:2.89e-03, dT:0.0111, rT:17.9587 +24-08-20 16:06:27.764 : ../models/spf_lut_sam1x5/ | Iter: 900, Sample: 28800, GPixel:2.72e-03, dT:0.0104, rT:18.0164 +24-08-20 16:36:06.741 : ../models/spf_lut_sam1x5/ | Iter: 1000, Sample: 32000, GPixel:2.83e-03, dT:0.0106, rT:17.7787 +24-08-20 17:05:38.964 : ../models/spf_lut_sam1x5/ | Iter: 1100, Sample: 35200, GPixel:2.79e-03, dT:0.0102, rT:17.7116 +24-08-20 17:35:20.773 : ../models/spf_lut_sam1x5/ | Iter: 1200, Sample: 38400, GPixel:2.78e-03, dT:0.0108, rT:17.8069 +24-08-20 18:05:04.836 : ../models/spf_lut_sam1x5/ | Iter: 1300, Sample: 41600, GPixel:2.71e-03, dT:0.0105, rT:17.8297 +24-08-20 18:34:28.053 : ../models/spf_lut_sam1x5/ | Iter: 1400, Sample: 44800, GPixel:2.76e-03, dT:0.0107, rT:17.6210 +24-08-20 19:03:39.729 : ../models/spf_lut_sam1x5/ | Iter: 1500, Sample: 48000, GPixel:2.75e-03, dT:0.0102, rT:17.5061 +24-08-20 19:32:51.994 : ../models/spf_lut_sam1x5/ | Iter: 1600, Sample: 51200, GPixel:2.80e-03, dT:0.0105, rT:17.5116 +24-08-20 20:02:11.373 : ../models/spf_lut_sam1x5/ | Iter: 1700, Sample: 54400, GPixel:2.76e-03, dT:0.0107, rT:17.5826 +24-08-20 20:31:40.889 : ../models/spf_lut_sam1x5/ | Iter: 1800, Sample: 57600, GPixel:2.69e-03, dT:0.0110, rT:17.6836 +24-08-20 21:00:46.116 : ../models/spf_lut_sam1x5/ | Iter: 1900, Sample: 60800, GPixel:2.82e-03, dT:0.0109, rT:17.4409 +24-08-20 21:30:25.966 : ../models/spf_lut_sam1x5/ | Iter: 2000, Sample: 64000, GPixel:2.67e-03, dT:0.0108, rT:17.7873 +24-08-20 21:30:51.538 : Iter 2000 | Dataset Set5 | AVG PSNR: 30.839442, AVG: SSIM: 0.869981 +24-08-20 21:32:25.452 : Iter 2000 | Dataset Set14 | AVG PSNR: 27.742979, AVG: SSIM: 0.758422 +24-08-20 22:02:06.368 : ../models/spf_lut_sam1x5/ | Iter: 2100, Sample: 67200, GPixel:2.82e-03, dT:0.0109, rT:17.7978 +24-08-20 22:31:14.428 : ../models/spf_lut_sam1x5/ | Iter: 2200, Sample: 70400, GPixel:2.77e-03, dT:0.0105, rT:17.4697 +24-08-20 23:02:17.871 : ../models/spf_lut_sam1x5/ | Iter: 2300, Sample: 73600, GPixel:2.83e-03, dT:0.0122, rT:18.6217 +24-08-20 23:34:01.707 : ../models/spf_lut_sam1x5/ | Iter: 2400, Sample: 76800, GPixel:2.73e-03, dT:0.0120, rT:19.0259 +24-08-21 00:05:44.222 : ../models/spf_lut_sam1x5/ | Iter: 2500, Sample: 80000, GPixel:2.67e-03, dT:0.0130, rT:19.0115 +24-08-21 00:37:24.439 : ../models/spf_lut_sam1x5/ | Iter: 2600, Sample: 83200, GPixel:2.90e-03, dT:0.0123, rT:18.9894 +24-08-21 01:09:11.936 : ../models/spf_lut_sam1x5/ | Iter: 2700, Sample: 86400, GPixel:2.69e-03, dT:0.0131, rT:19.0614 +24-08-21 01:40:41.371 : ../models/spf_lut_sam1x5/ | Iter: 2800, Sample: 89600, GPixel:2.69e-03, dT:0.0113, rT:18.8823 +24-08-21 02:12:16.011 : ../models/spf_lut_sam1x5/ | Iter: 2900, Sample: 92800, GPixel:2.79e-03, dT:0.0126, rT:18.9334 +24-08-21 02:43:47.389 : ../models/spf_lut_sam1x5/ | Iter: 3000, Sample: 96000, GPixel:2.74e-03, dT:0.0130, rT:18.9002 +24-08-21 03:15:18.004 : ../models/spf_lut_sam1x5/ | Iter: 3100, Sample: 99200, GPixel:2.94e-03, dT:0.0122, rT:18.8935 +24-08-21 03:46:57.687 : ../models/spf_lut_sam1x5/ | Iter: 3200, Sample:102400, GPixel:2.77e-03, dT:0.0135, rT:18.9827 +24-08-21 04:18:03.114 : ../models/spf_lut_sam1x5/ | Iter: 3300, Sample:105600, GPixel:2.72e-03, dT:0.0125, rT:18.6413 +24-08-21 04:48:38.903 : ../models/spf_lut_sam1x5/ | Iter: 3400, Sample:108800, GPixel:2.72e-03, dT:0.0130, rT:18.3444 +24-08-21 05:19:12.907 : ../models/spf_lut_sam1x5/ | Iter: 3500, Sample:112000, GPixel:2.78e-03, dT:0.0114, rT:18.3280 +24-08-21 05:49:55.997 : ../models/spf_lut_sam1x5/ | Iter: 3600, Sample:115200, GPixel:2.76e-03, dT:0.0151, rT:18.4154 +24-08-21 06:21:09.966 : ../models/spf_lut_sam1x5/ | Iter: 3700, Sample:118400, GPixel:2.77e-03, dT:0.0143, rT:18.7249 +24-08-21 06:51:43.412 : ../models/spf_lut_sam1x5/ | Iter: 3800, Sample:121600, GPixel:2.82e-03, dT:0.0145, rT:18.3194 +24-08-21 07:22:39.811 : ../models/spf_lut_sam1x5/ | Iter: 3900, Sample:124800, GPixel:2.80e-03, dT:0.0121, rT:18.5514 +24-08-21 07:54:44.055 : ../models/spf_lut_sam1x5/ | Iter: 4000, Sample:128000, GPixel:2.73e-03, dT:0.0137, rT:19.2282 +24-08-21 07:55:20.808 : Iter 4000 | Dataset Set5 | AVG PSNR: 30.890296, AVG: SSIM: 0.871341 +24-08-21 07:57:21.777 : Iter 4000 | Dataset Set14 | AVG PSNR: 27.780128, AVG: SSIM: 0.759811 +24-08-21 08:33:07.059 : ../models/spf_lut_sam1x5/ | Iter: 4100, Sample:131200, GPixel:2.72e-03, dT:0.0165, rT:21.4356 +24-08-21 09:03:38.616 : ../models/spf_lut_sam1x5/ | Iter: 4200, Sample:134400, GPixel:2.73e-03, dT:0.0127, rT:18.3024 +24-08-21 09:35:11.338 : ../models/spf_lut_sam1x5/ | Iter: 4300, Sample:137600, GPixel:2.67e-03, dT:0.0136, rT:18.9132 +24-08-21 10:06:48.784 : ../models/spf_lut_sam1x5/ | Iter: 4400, Sample:140800, GPixel:2.73e-03, dT:0.0133, rT:18.9606 +24-08-21 10:38:30.901 : ../models/spf_lut_sam1x5/ | Iter: 4500, Sample:144000, GPixel:2.75e-03, dT:0.0134, rT:19.0073 +24-08-21 11:10:08.531 : ../models/spf_lut_sam1x5/ | Iter: 4600, Sample:147200, GPixel:2.76e-03, dT:0.0138, rT:18.9619 +24-08-21 11:41:50.105 : ../models/spf_lut_sam1x5/ | Iter: 4700, Sample:150400, GPixel:2.89e-03, dT:0.0123, rT:19.0030 +24-08-21 12:13:19.353 : ../models/spf_lut_sam1x5/ | Iter: 4800, Sample:153600, GPixel:2.76e-03, dT:0.0126, rT:18.8794 +24-08-21 12:45:07.940 : ../models/spf_lut_sam1x5/ | Iter: 4900, Sample:156800, GPixel:2.67e-03, dT:0.0130, rT:19.0724 +24-08-21 13:16:40.260 : ../models/spf_lut_sam1x5/ | Iter: 5000, Sample:160000, GPixel:2.71e-03, dT:0.0130, rT:18.9097 +24-08-21 13:48:11.835 : ../models/spf_lut_sam1x5/ | Iter: 5100, Sample:163200, GPixel:2.74e-03, dT:0.0128, rT:18.9025 +24-08-21 14:19:49.818 : ../models/spf_lut_sam1x5/ | Iter: 5200, Sample:166400, GPixel:2.73e-03, dT:0.0125, rT:18.9669 +24-08-21 14:51:05.520 : ../models/spf_lut_sam1x5/ | Iter: 5300, Sample:169600, GPixel:2.80e-03, dT:0.0123, rT:18.7442 +24-08-21 15:22:21.869 : ../models/spf_lut_sam1x5/ | Iter: 5400, Sample:172800, GPixel:2.76e-03, dT:0.0140, rT:18.7488 +24-08-21 15:52:58.607 : ../models/spf_lut_sam1x5/ | Iter: 5500, Sample:176000, GPixel:2.82e-03, dT:0.0123, rT:18.3547 +24-08-21 16:23:49.512 : ../models/spf_lut_sam1x5/ | Iter: 5600, Sample:179200, GPixel:2.62e-03, dT:0.0132, rT:18.4954 +24-08-21 16:54:25.978 : ../models/spf_lut_sam1x5/ | Iter: 5700, Sample:182400, GPixel:2.77e-03, dT:0.0112, rT:18.3531 +24-08-21 17:25:07.776 : ../models/spf_lut_sam1x5/ | Iter: 5800, Sample:185600, GPixel:2.64e-03, dT:0.0125, rT:18.4051 +24-08-21 17:55:53.957 : ../models/spf_lut_sam1x5/ | Iter: 5900, Sample:188800, GPixel:2.81e-03, dT:0.0122, rT:18.4491 +24-08-21 18:26:32.944 : ../models/spf_lut_sam1x5/ | Iter: 6000, Sample:192000, GPixel:2.77e-03, dT:0.0121, rT:18.3773 +24-08-21 18:27:01.281 : Iter 6000 | Dataset Set5 | AVG PSNR: 30.899883, AVG: SSIM: 0.871751 +24-08-21 18:28:36.780 : Iter 6000 | Dataset Set14 | AVG PSNR: 27.789743, AVG: SSIM: 0.759960 +24-08-21 18:59:41.062 : ../models/spf_lut_sam1x5/ | Iter: 6100, Sample:195200, GPixel:2.80e-03, dT:0.0144, rT:18.6280 +24-08-21 19:31:05.510 : ../models/spf_lut_sam1x5/ | Iter: 6200, Sample:198400, GPixel:2.72e-03, dT:0.0139, rT:18.8302 +24-08-21 20:02:04.986 : ../models/spf_lut_sam1x5/ | Iter: 6300, Sample:201600, GPixel:2.74e-03, dT:0.0123, rT:18.5820 +24-08-21 20:32:52.359 : ../models/spf_lut_sam1x5/ | Iter: 6400, Sample:204800, GPixel:2.67e-03, dT:0.0129, rT:18.4604 +24-08-21 21:03:42.419 : ../models/spf_lut_sam1x5/ | Iter: 6500, Sample:208000, GPixel:2.72e-03, dT:0.0118, rT:18.4884 +24-08-21 21:34:33.786 : ../models/spf_lut_sam1x5/ | Iter: 6600, Sample:211200, GPixel:2.62e-03, dT:0.0131, rT:18.5002 +24-08-21 22:05:25.727 : ../models/spf_lut_sam1x5/ | Iter: 6700, Sample:214400, GPixel:2.87e-03, dT:0.0121, rT:18.5068 +24-08-21 22:36:08.493 : ../models/spf_lut_sam1x5/ | Iter: 6800, Sample:217600, GPixel:2.81e-03, dT:0.0118, rT:18.4155 +24-08-21 23:06:55.379 : ../models/spf_lut_sam1x5/ | Iter: 6900, Sample:220800, GPixel:2.85e-03, dT:0.0118, rT:18.4566 +24-08-21 23:37:37.760 : ../models/spf_lut_sam1x5/ | Iter: 7000, Sample:224000, GPixel:2.64e-03, dT:0.0120, rT:18.4113 +24-08-22 00:08:20.404 : ../models/spf_lut_sam1x5/ | Iter: 7100, Sample:227200, GPixel:2.76e-03, dT:0.0117, rT:18.4144 +24-08-22 00:38:56.538 : ../models/spf_lut_sam1x5/ | Iter: 7200, Sample:230400, GPixel:2.60e-03, dT:0.0115, rT:18.3494 +24-08-22 01:09:47.865 : ../models/spf_lut_sam1x5/ | Iter: 7300, Sample:233600, GPixel:2.67e-03, dT:0.0124, rT:18.5004 +24-08-22 01:40:34.866 : 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+24-08-22 05:18:28.292 : ../models/spf_lut_sam1x5/ | Iter: 8100, Sample:259200, GPixel:2.82e-03, dT:0.0123, rT:18.4818 +24-08-22 05:49:13.254 : ../models/spf_lut_sam1x5/ | Iter: 8200, Sample:262400, GPixel:2.84e-03, dT:0.0134, rT:18.4356 +24-08-22 06:19:59.163 : ../models/spf_lut_sam1x5/ | Iter: 8300, Sample:265600, GPixel:2.72e-03, dT:0.0127, rT:18.4459 +24-08-22 06:50:38.659 : ../models/spf_lut_sam1x5/ | Iter: 8400, Sample:268800, GPixel:2.92e-03, dT:0.0115, rT:18.3830 +24-08-22 07:21:27.216 : ../models/spf_lut_sam1x5/ | Iter: 8500, Sample:272000, GPixel:2.73e-03, dT:0.0122, rT:18.4728 +24-08-22 07:53:12.945 : ../models/spf_lut_sam1x5/ | Iter: 8600, Sample:275200, GPixel:2.74e-03, dT:0.0125, rT:19.0443 +24-08-22 08:25:45.985 : ../models/spf_lut_sam1x5/ | Iter: 8700, Sample:278400, GPixel:2.76e-03, dT:0.0122, rT:19.5176 +24-08-22 08:56:30.075 : ../models/spf_lut_sam1x5/ | Iter: 8800, Sample:281600, GPixel:2.72e-03, dT:0.0136, rT:18.4268 +24-08-22 09:27:32.303 : 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60800, GPixel:2.87e-03, dT:0.0124, rT:15.8869 +25-03-09 09:11:44.765 : ../models/spf_lut_sam1x5/ | Iter: 2000, Sample: 64000, GPixel:2.76e-03, dT:0.0115, rT:15.9836 +25-03-09 09:12:08.598 : Iter 2000 | Dataset Set5 | AVG PSNR: 30.830591, AVG: SSIM: 0.869639 +25-03-09 09:13:20.282 : Iter 2000 | Dataset Set14 | AVG PSNR: 27.741803, AVG: SSIM: 0.758584 +25-03-09 09:27:00.963 : Iter 2000 | Dataset Manga109 | AVG PSNR: 28.168897, AVG: SSIM: 0.868582 +25-03-09 09:38:37.349 : Iter 2000 | Dataset Urban100 | AVG PSNR: 24.592416, AVG: SSIM: 0.726436 +25-03-09 09:46:34.683 : Iter 2000 | Dataset B100 | AVG PSNR: 26.972764, AVG: SSIM: 0.715461 +25-03-09 09:46:34.684 : Saving checkpoints... +25-03-09 10:13:02.611 : ../models/spf_lut_sam1x5/ | Iter: 2100, Sample: 67200, GPixel:2.90e-03, dT:0.0121, rT:15.8665 +25-03-09 10:39:36.672 : ../models/spf_lut_sam1x5/ | Iter: 2200, Sample: 70400, GPixel:2.82e-03, dT:0.0113, rT:15.9288 +25-03-09 11:06:09.781 : ../models/spf_lut_sam1x5/ | Iter: 2300, Sample: 73600, GPixel:2.83e-03, dT:0.0114, rT:15.9193 +25-03-09 11:32:48.024 : ../models/spf_lut_sam1x5/ | Iter: 2400, Sample: 76800, GPixel:2.64e-03, dT:0.0118, rT:15.9701 +25-03-09 11:59:23.600 : ../models/spf_lut_sam1x5/ | Iter: 2500, Sample: 80000, GPixel:2.76e-03, dT:0.0120, rT:15.9433 +25-03-09 12:26:03.966 : ../models/spf_lut_sam1x5/ | Iter: 2600, Sample: 83200, GPixel:2.71e-03, dT:0.0125, rT:15.9906 +25-03-09 12:52:44.100 : ../models/spf_lut_sam1x5/ | Iter: 2700, Sample: 86400, GPixel:2.82e-03, dT:0.0128, rT:15.9880 +25-03-09 13:19:26.106 : ../models/spf_lut_sam1x5/ | Iter: 2800, Sample: 89600, GPixel:2.75e-03, dT:0.0115, rT:16.0081 +25-03-09 13:46:03.538 : ../models/spf_lut_sam1x5/ | Iter: 2900, Sample: 92800, GPixel:2.81e-03, dT:0.0119, rT:15.9619 +25-03-09 14:12:40.400 : ../models/spf_lut_sam1x5/ | Iter: 3000, Sample: 96000, GPixel:2.87e-03, dT:0.0117, rT:15.9564 +25-03-09 14:39:22.541 : ../models/spf_lut_sam1x5/ | Iter: 3100, Sample: 99200, GPixel:2.83e-03, dT:0.0121, rT:16.0089 +25-03-09 15:06:03.428 : ../models/spf_lut_sam1x5/ | Iter: 3200, Sample:102400, GPixel:2.76e-03, dT:0.0116, rT:15.9968 +25-03-09 15:32:41.410 : ../models/spf_lut_sam1x5/ | Iter: 3300, Sample:105600, GPixel:2.72e-03, dT:0.0119, rT:15.9674 +25-03-09 15:59:24.595 : ../models/spf_lut_sam1x5/ | Iter: 3400, Sample:108800, GPixel:2.71e-03, dT:0.0118, rT:16.0196 +25-03-09 16:26:01.996 : ../models/spf_lut_sam1x5/ | Iter: 3500, Sample:112000, GPixel:2.83e-03, dT:0.0114, rT:15.9622 +25-03-09 16:52:44.506 : ../models/spf_lut_sam1x5/ | Iter: 3600, Sample:115200, GPixel:2.72e-03, dT:0.0115, rT:16.0131 +25-03-09 17:19:26.308 : ../models/spf_lut_sam1x5/ | Iter: 3700, Sample:118400, GPixel:2.71e-03, dT:0.0123, rT:16.0052 +25-03-09 17:46:06.782 : ../models/spf_lut_sam1x5/ | Iter: 3800, Sample:121600, GPixel:2.82e-03, dT:0.0114, rT:15.9929 +25-03-09 18:12:49.505 : ../models/spf_lut_sam1x5/ | Iter: 3900, Sample:124800, GPixel:2.79e-03, dT:0.0113, rT:16.0154 +25-03-09 18:39:32.242 : ../models/spf_lut_sam1x5/ | Iter: 4000, Sample:128000, GPixel:2.68e-03, dT:0.0114, rT:16.0155 +25-03-09 18:39:56.049 : Iter 4000 | Dataset Set5 | AVG PSNR: 30.876974, AVG: SSIM: 0.871140 +25-03-09 18:41:08.751 : Iter 4000 | Dataset Set14 | AVG PSNR: 27.774963, AVG: SSIM: 0.759745 +25-03-09 18:55:02.985 : Iter 4000 | Dataset Manga109 | AVG PSNR: 28.228711, AVG: SSIM: 0.870267 +25-03-09 19:06:42.459 : Iter 4000 | Dataset Urban100 | AVG PSNR: 24.631154, AVG: SSIM: 0.728326 +25-03-09 19:14:45.927 : Iter 4000 | Dataset B100 | AVG PSNR: 26.997441, AVG: SSIM: 0.716454 +25-03-09 19:14:45.928 : Saving checkpoints... +25-03-13 22:40:30.473 : None +25-03-13 22:41:35.383 : Iter 1 | Dataset Set5 | AVG PSNR: 23.523567, AVG: SSIM: 0.772866 +25-03-13 22:42:46.596 : Iter 1 | Dataset Set14 | AVG PSNR: 22.411865, AVG: SSIM: 0.669087 +25-03-13 22:56:26.834 : Iter 1 | Dataset Manga109 | AVG PSNR: 20.839306, AVG: SSIM: 0.765746 +25-03-13 23:08:04.098 : Iter 1 | Dataset Urban100 | AVG PSNR: 20.911081, AVG: SSIM: 0.631084 +25-03-13 23:15:50.461 : Iter 1 | Dataset B100 | AVG PSNR: 22.735652, AVG: SSIM: 0.634947 +25-03-13 23:44:22.402 : ../models/spf_lut_sam1x5/ | Iter: 100, Sample: 3200, GPixel:3.32e-03, dT:0.0197, rT:17.3040 +25-03-14 00:12:10.934 : ../models/spf_lut_sam1x5/ | Iter: 200, Sample: 6400, GPixel:2.93e-03, dT:0.0118, rT:16.6731 +25-03-14 00:39:54.477 : ../models/spf_lut_sam1x5/ | Iter: 300, Sample: 9600, GPixel:2.98e-03, dT:0.0116, rT:16.6233 +25-03-14 01:07:31.399 : ../models/spf_lut_sam1x5/ | Iter: 400, Sample: 12800, GPixel:2.82e-03, dT:0.0120, rT:16.5567 +25-03-14 01:35:10.901 : ../models/spf_lut_sam1x5/ | Iter: 500, Sample: 16000, GPixel:2.80e-03, dT:0.0120, rT:16.5825 +25-03-14 02:02:44.957 : ../models/spf_lut_sam1x5/ | Iter: 600, Sample: 19200, GPixel:2.90e-03, dT:0.0114, rT:16.5287 +25-03-14 02:30:00.594 : ../models/spf_lut_sam1x5/ | Iter: 700, Sample: 22400, GPixel:2.76e-03, dT:0.0117, rT:16.3442 +25-03-14 02:56:43.342 : ../models/spf_lut_sam1x5/ | Iter: 800, Sample: 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+25-03-14 06:53:13.019 : ../models/spf_lut_sam1x5/ | Iter: 1700, Sample: 54400, GPixel:2.69e-03, dT:0.0099, rT:15.6953 +25-03-14 07:19:11.259 : ../models/spf_lut_sam1x5/ | Iter: 1800, Sample: 57600, GPixel:2.78e-03, dT:0.0105, rT:15.5714 +25-03-14 07:45:05.142 : ../models/spf_lut_sam1x5/ | Iter: 1900, Sample: 60800, GPixel:2.73e-03, dT:0.0105, rT:15.5278 +25-03-14 08:10:59.091 : ../models/spf_lut_sam1x5/ | Iter: 2000, Sample: 64000, GPixel:2.78e-03, dT:0.0107, rT:15.5283 +25-03-14 08:11:21.661 : Iter 2000 | Dataset Set5 | AVG PSNR: 30.831641, AVG: SSIM: 0.869864 +25-03-14 08:12:31.633 : Iter 2000 | Dataset Set14 | AVG PSNR: 27.738785, AVG: SSIM: 0.758554 +25-03-14 08:25:56.684 : Iter 2000 | Dataset Manga109 | AVG PSNR: 28.123883, AVG: SSIM: 0.868208 +25-03-14 08:37:18.902 : Iter 2000 | Dataset Urban100 | AVG PSNR: 24.584929, AVG: SSIM: 0.726085 +25-03-14 08:45:01.908 : Iter 2000 | Dataset B100 | AVG PSNR: 26.967579, AVG: SSIM: 0.715369 +25-03-14 08:45:01.909 : Saving checkpoints... +25-03-14 09:10:44.365 : ../models/spf_lut_sam1x5/ | Iter: 2100, Sample: 67200, GPixel:2.71e-03, dT:0.0101, rT:15.4139 +25-03-14 09:36:34.105 : ../models/spf_lut_sam1x5/ | Iter: 2200, Sample: 70400, GPixel:2.82e-03, dT:0.0111, rT:15.4858 +25-03-14 10:02:27.333 : ../models/spf_lut_sam1x5/ | Iter: 2300, Sample: 73600, GPixel:2.77e-03, dT:0.0106, rT:15.5212 +25-03-14 10:28:14.513 : ../models/spf_lut_sam1x5/ | Iter: 2400, Sample: 76800, GPixel:2.88e-03, dT:0.0103, rT:15.4611 +25-03-14 10:54:00.579 : ../models/spf_lut_sam1x5/ | Iter: 2500, Sample: 80000, GPixel:2.74e-03, dT:0.0101, rT:15.4501 +25-03-14 11:19:41.375 : ../models/spf_lut_sam1x5/ | Iter: 2600, Sample: 83200, GPixel:2.88e-03, dT:0.0103, rT:15.3972 +25-03-14 11:45:24.361 : ../models/spf_lut_sam1x5/ | Iter: 2700, Sample: 86400, GPixel:2.86e-03, dT:0.0101, rT:15.4194 +25-03-14 12:11:15.192 : ../models/spf_lut_sam1x5/ | Iter: 2800, Sample: 89600, GPixel:2.67e-03, dT:0.0105, rT:15.4973 +25-03-14 12:36:55.643 : 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Sample:118400, GPixel:2.74e-03, dT:0.0097, rT:15.5320 +25-03-14 16:29:31.066 : ../models/spf_lut_sam1x5/ | Iter: 3800, Sample:121600, GPixel:2.68e-03, dT:0.0100, rT:15.5284 +25-03-14 16:55:26.887 : ../models/spf_lut_sam1x5/ | Iter: 3900, Sample:124800, GPixel:2.83e-03, dT:0.0105, rT:15.5472 +25-03-14 17:21:27.854 : ../models/spf_lut_sam1x5/ | Iter: 4000, Sample:128000, GPixel:2.80e-03, dT:0.0101, rT:15.5992 +25-03-14 17:21:51.014 : Iter 4000 | Dataset Set5 | AVG PSNR: 30.886105, AVG: SSIM: 0.871040 +25-03-14 17:23:01.476 : Iter 4000 | Dataset Set14 | AVG PSNR: 27.775626, AVG: SSIM: 0.759495 +25-03-14 17:36:30.625 : Iter 4000 | Dataset Manga109 | AVG PSNR: 28.269311, AVG: SSIM: 0.870812 +25-03-14 17:47:53.859 : Iter 4000 | Dataset Urban100 | AVG PSNR: 24.636267, AVG: SSIM: 0.728228 +25-03-14 17:55:46.645 : Iter 4000 | Dataset B100 | AVG PSNR: 26.998272, AVG: SSIM: 0.716222 +25-03-14 17:55:46.646 : Saving checkpoints... +25-03-14 18:21:43.412 : ../models/spf_lut_sam1x5/ | Iter: 4100, Sample:131200, GPixel:2.83e-03, dT:0.0101, rT:15.5569 +25-03-14 18:47:40.915 : ../models/spf_lut_sam1x5/ | Iter: 4200, Sample:134400, GPixel:2.75e-03, dT:0.0107, rT:15.5638 +25-03-14 19:13:37.170 : ../models/spf_lut_sam1x5/ | Iter: 4300, Sample:137600, GPixel:2.84e-03, dT:0.0101, rT:15.5520 +25-03-14 19:39:36.096 : ../models/spf_lut_sam1x5/ | Iter: 4400, Sample:140800, GPixel:2.70e-03, dT:0.0099, rT:15.5789 +25-03-14 20:05:35.502 : ../models/spf_lut_sam1x5/ | Iter: 4500, Sample:144000, GPixel:2.80e-03, dT:0.0104, rT:15.5832 +25-03-14 20:31:27.931 : ../models/spf_lut_sam1x5/ | Iter: 4600, Sample:147200, GPixel:2.71e-03, dT:0.0101, rT:15.5138 +25-03-14 20:57:20.808 : ../models/spf_lut_sam1x5/ | Iter: 4700, Sample:150400, GPixel:2.71e-03, dT:0.0100, rT:15.5183 +25-03-14 21:23:15.038 : ../models/spf_lut_sam1x5/ | Iter: 4800, Sample:153600, GPixel:2.90e-03, dT:0.0105, rT:15.5313 +25-03-14 21:49:01.245 : ../models/spf_lut_sam1x5/ | Iter: 4900, Sample:156800, GPixel:2.77e-03, dT:0.0111, 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--- /dev/null +++ b/spflut+ours/spf_lut_sam1x5/train.log @@ -0,0 +1,4425 @@ +24-08-10 23:10:50.826 : None +24-08-10 23:12:40.231 : None +24-08-10 23:17:59.130 : None +24-08-10 23:19:09.904 : ../models/spf_lut_sam1x5 | Iter: 100, Sample: 3200, GPixel:2.48e-02, dT:0.0158, rT:0.4648 +24-08-10 23:20:03.206 : ../models/spf_lut_sam1x5 | Iter: 200, Sample: 6400, GPixel:1.23e-02, dT:0.0057, rT:0.4553 +24-08-10 23:20:56.189 : ../models/spf_lut_sam1x5 | Iter: 300, Sample: 9600, GPixel:1.03e-02, dT:0.0063, rT:0.4520 +24-08-10 23:21:48.165 : ../models/spf_lut_sam1x5 | Iter: 400, Sample: 12800, GPixel:8.10e-03, dT:0.0035, rT:0.4465 +24-08-10 23:22:40.167 : ../models/spf_lut_sam1x5 | Iter: 500, Sample: 16000, GPixel:6.00e-03, dT:0.0036, rT:0.4464 +24-08-10 23:23:32.177 : ../models/spf_lut_sam1x5 | Iter: 600, Sample: 19200, GPixel:5.13e-03, dT:0.0035, rT:0.4467 +24-08-10 23:24:24.188 : ../models/spf_lut_sam1x5 | Iter: 700, Sample: 22400, GPixel:4.51e-03, dT:0.0036, rT:0.4465 +24-08-10 23:25:16.221 : ../models/spf_lut_sam1x5 | Iter: 800, Sample: 25600, GPixel:3.92e-03, dT:0.0038, rT:0.4466 +24-08-10 23:26:08.218 : ../models/spf_lut_sam1x5 | Iter: 900, Sample: 28800, GPixel:4.08e-03, dT:0.0035, rT:0.4458 +24-08-10 23:27:00.208 : ../models/spf_lut_sam1x5 | Iter: 1000, Sample: 32000, GPixel:3.42e-03, dT:0.0034, rT:0.4460 +24-08-10 23:27:54.069 : ../models/spf_lut_sam1x5 | Iter: 1100, Sample: 35200, GPixel:3.30e-03, dT:0.0063, rT:0.4599 +24-08-10 23:28:46.179 : ../models/spf_lut_sam1x5 | Iter: 1200, Sample: 38400, GPixel:3.38e-03, dT:0.0037, rT:0.4461 +24-08-10 23:29:38.217 : ../models/spf_lut_sam1x5 | Iter: 1300, Sample: 41600, GPixel:3.20e-03, dT:0.0039, rT:0.4463 +24-08-10 23:30:30.221 : ../models/spf_lut_sam1x5 | Iter: 1400, Sample: 44800, GPixel:3.31e-03, dT:0.0038, rT:0.4468 +24-08-10 23:31:22.227 : ../models/spf_lut_sam1x5 | Iter: 1500, Sample: 48000, GPixel:3.23e-03, dT:0.0036, rT:0.4463 +24-08-10 23:32:14.236 : ../models/spf_lut_sam1x5 | Iter: 1600, Sample: 51200, GPixel:3.23e-03, dT:0.0036, rT:0.4464 +24-08-10 23:33:06.221 : ../models/spf_lut_sam1x5 | Iter: 1700, Sample: 54400, GPixel:3.08e-03, dT:0.0035, rT:0.4466 +24-08-10 23:33:58.200 : ../models/spf_lut_sam1x5 | Iter: 1800, Sample: 57600, GPixel:3.08e-03, dT:0.0036, rT:0.4463 +24-08-10 23:34:50.172 : ../models/spf_lut_sam1x5 | Iter: 1900, Sample: 60800, GPixel:3.26e-03, dT:0.0035, rT:0.4448 +24-08-10 23:35:44.749 : ../models/spf_lut_sam1x5 | Iter: 2000, Sample: 64000, GPixel:3.13e-03, dT:0.0068, rT:0.4642 +24-08-10 23:35:44.817 : Checkpoint saved 2000 +24-08-10 23:35:46.989 : Iter 2000 | Dataset Set5 | AVG Val PSNR: 29.285062 +24-08-10 23:35:52.454 : Iter 2000 | Dataset Set14 | AVG Val PSNR: 26.612912 +24-08-10 23:36:44.531 : ../models/spf_lut_sam1x5 | Iter: 2100, Sample: 67200, GPixel:3.09e-03, dT:0.0039, rT:0.4473 +24-08-10 23:37:36.556 : ../models/spf_lut_sam1x5 | Iter: 2200, Sample: 70400, GPixel:3.06e-03, dT:0.0037, rT:0.4463 +24-08-10 23:38:28.539 : ../models/spf_lut_sam1x5 | Iter: 2300, Sample: 73600, GPixel:3.11e-03, dT:0.0035, rT:0.4467 +24-08-10 23:39:20.519 : ../models/spf_lut_sam1x5 | Iter: 2400, Sample: 76800, GPixel:3.14e-03, dT:0.0035, rT:0.4462 +24-08-10 23:40:12.533 : ../models/spf_lut_sam1x5 | Iter: 2500, Sample: 80000, GPixel:2.98e-03, dT:0.0036, rT:0.4469 +24-08-10 23:41:04.551 : ../models/spf_lut_sam1x5 | Iter: 2600, Sample: 83200, GPixel:3.07e-03, dT:0.0037, rT:0.4465 +24-08-10 23:41:56.592 : ../models/spf_lut_sam1x5 | Iter: 2700, Sample: 86400, GPixel:2.92e-03, dT:0.0036, rT:0.4463 +24-08-10 23:42:49.369 : ../models/spf_lut_sam1x5 | Iter: 2800, Sample: 89600, GPixel:2.95e-03, dT:0.0054, rT:0.4511 +24-08-10 23:43:42.953 : ../models/spf_lut_sam1x5 | Iter: 2900, Sample: 92800, GPixel:3.15e-03, dT:0.0061, rT:0.4577 +24-08-10 23:44:34.941 : ../models/spf_lut_sam1x5 | Iter: 3000, Sample: 96000, GPixel:3.09e-03, dT:0.0035, rT:0.4461 +24-08-10 23:45:26.913 : ../models/spf_lut_sam1x5 | Iter: 3100, Sample: 99200, GPixel:3.18e-03, dT:0.0035, rT:0.4455 +24-08-10 23:46:18.906 : ../models/spf_lut_sam1x5 | Iter: 3200, Sample:102400, GPixel:3.07e-03, dT:0.0037, rT:0.4462 +24-08-10 23:47:10.887 : ../models/spf_lut_sam1x5 | Iter: 3300, Sample:105600, GPixel:3.07e-03, dT:0.0036, rT:0.4463 +24-08-10 23:48:02.892 : ../models/spf_lut_sam1x5 | Iter: 3400, Sample:108800, GPixel:3.02e-03, dT:0.0035, rT:0.4450 +24-08-10 23:48:54.870 : ../models/spf_lut_sam1x5 | Iter: 3500, Sample:112000, GPixel:3.05e-03, dT:0.0034, rT:0.4459 +24-08-10 23:49:46.842 : ../models/spf_lut_sam1x5 | Iter: 3600, Sample:115200, GPixel:3.09e-03, dT:0.0035, rT:0.4458 +24-08-10 23:50:40.590 : ../models/spf_lut_sam1x5 | Iter: 3700, Sample:118400, GPixel:3.14e-03, dT:0.0069, rT:0.4583 +24-08-10 23:51:33.053 : ../models/spf_lut_sam1x5 | Iter: 3800, Sample:121600, GPixel:3.06e-03, dT:0.0045, rT:0.4497 +24-08-10 23:52:25.033 : ../models/spf_lut_sam1x5 | Iter: 3900, Sample:124800, GPixel:3.04e-03, dT:0.0036, rT:0.4464 +24-08-10 23:53:17.023 : ../models/spf_lut_sam1x5 | Iter: 4000, Sample:128000, GPixel:3.07e-03, dT:0.0035, rT:0.4453 +24-08-10 23:53:17.072 : Checkpoint saved 4000 +24-08-10 23:53:17.855 : Iter 4000 | Dataset Set5 | AVG Val PSNR: 29.978272 +24-08-10 23:53:21.335 : Iter 4000 | Dataset Set14 | AVG Val PSNR: 27.103123 +24-08-10 23:54:13.316 : ../models/spf_lut_sam1x5 | Iter: 4100, Sample:131200, GPixel:2.96e-03, dT:0.0035, rT:0.4463 +24-08-10 23:55:05.303 : ../models/spf_lut_sam1x5 | Iter: 4200, Sample:134400, GPixel:2.89e-03, dT:0.0035, rT:0.4459 +24-08-10 23:55:57.311 : ../models/spf_lut_sam1x5 | Iter: 4300, Sample:137600, GPixel:3.14e-03, dT:0.0037, rT:0.4464 +24-08-10 23:56:49.313 : ../models/spf_lut_sam1x5 | Iter: 4400, Sample:140800, GPixel:2.86e-03, dT:0.0036, rT:0.4463 +24-08-10 23:57:41.315 : ../models/spf_lut_sam1x5 | Iter: 4500, Sample:144000, GPixel:2.94e-03, dT:0.0035, rT:0.4463 +24-08-10 23:58:35.627 : ../models/spf_lut_sam1x5 | Iter: 4600, Sample:147200, GPixel:3.01e-03, dT:0.0069, rT:0.4644 +24-08-10 23:59:27.707 : 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Sample:252800, GPixel:2.74e-03, dT:0.0037, rT:0.4463 +24-08-11 00:28:15.105 : ../models/spf_lut_sam1x5 | Iter: 8000, Sample:256000, GPixel:2.94e-03, dT:0.0035, rT:0.4466 +24-08-11 00:28:15.163 : Checkpoint saved 8000 +24-08-11 00:28:15.923 : Iter 8000 | Dataset Set5 | AVG Val PSNR: 30.168574 +24-08-11 00:28:19.419 : Iter 8000 | Dataset Set14 | AVG Val PSNR: 27.284670 +24-08-11 00:29:13.583 : ../models/spf_lut_sam1x5 | Iter: 8100, Sample:259200, GPixel:3.00e-03, dT:0.0077, rT:0.4612 +24-08-11 00:30:05.672 : ../models/spf_lut_sam1x5 | Iter: 8200, Sample:262400, GPixel:2.84e-03, dT:0.0042, rT:0.4462 +24-08-11 00:30:57.643 : ../models/spf_lut_sam1x5 | Iter: 8300, Sample:265600, GPixel:3.05e-03, dT:0.0035, rT:0.4463 +24-08-11 00:31:49.622 : ../models/spf_lut_sam1x5 | Iter: 8400, Sample:268800, GPixel:2.89e-03, dT:0.0036, rT:0.4462 +24-08-11 00:32:41.586 : ../models/spf_lut_sam1x5 | Iter: 8500, Sample:272000, GPixel:2.88e-03, dT:0.0035, rT:0.4461 +24-08-11 00:33:33.567 : 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| Iter: 14800, Sample:473600, GPixel:2.93e-03, dT:0.0035, rT:0.4463 +24-08-11 01:28:34.281 : ../models/spf_lut_sam1x5 | Iter: 14900, Sample:476800, GPixel:2.97e-03, dT:0.0036, rT:0.4465 +24-08-11 01:29:26.262 : ../models/spf_lut_sam1x5 | Iter: 15000, Sample:480000, GPixel:3.00e-03, dT:0.0034, rT:0.4457 +24-08-11 01:30:20.950 : ../models/spf_lut_sam1x5 | Iter: 15100, Sample:483200, GPixel:2.99e-03, dT:0.0078, rT:0.4657 +24-08-11 01:31:13.014 : ../models/spf_lut_sam1x5 | Iter: 15200, Sample:486400, GPixel:2.95e-03, dT:0.0038, rT:0.4467 +24-08-11 01:32:04.992 : ../models/spf_lut_sam1x5 | Iter: 15300, Sample:489600, GPixel:2.73e-03, dT:0.0036, rT:0.4462 +24-08-11 01:32:56.978 : ../models/spf_lut_sam1x5 | Iter: 15400, Sample:492800, GPixel:2.91e-03, dT:0.0036, rT:0.4454 +24-08-11 01:33:48.964 : ../models/spf_lut_sam1x5 | Iter: 15500, Sample:496000, GPixel:2.86e-03, dT:0.0035, rT:0.4456 +24-08-11 01:34:40.964 : ../models/spf_lut_sam1x5 | Iter: 15600, Sample:499200, GPixel:2.80e-03, dT:0.0036, rT:0.4458 +24-08-11 01:35:32.967 : ../models/spf_lut_sam1x5 | Iter: 15700, Sample:502400, GPixel:2.82e-03, dT:0.0035, rT:0.4466 +24-08-11 01:36:24.975 : ../models/spf_lut_sam1x5 | Iter: 15800, Sample:505600, GPixel:2.74e-03, dT:0.0036, rT:0.4460 +24-08-11 01:37:16.955 : ../models/spf_lut_sam1x5 | Iter: 15900, Sample:508800, GPixel:2.81e-03, dT:0.0037, rT:0.4462 +24-08-11 01:38:10.953 : ../models/spf_lut_sam1x5 | Iter: 16000, Sample:512000, GPixel:2.83e-03, dT:0.0064, rT:0.4609 +24-08-11 01:38:11.020 : Checkpoint saved 16000 +24-08-11 01:38:11.653 : Iter 16000 | Dataset Set5 | AVG Val PSNR: 30.472816 +24-08-11 01:38:14.539 : Iter 16000 | Dataset Set14 | AVG Val PSNR: 27.489169 +24-08-11 01:39:06.522 : ../models/spf_lut_sam1x5 | Iter: 16100, Sample:515200, GPixel:2.73e-03, dT:0.0035, rT:0.4465 +24-08-11 01:39:58.494 : ../models/spf_lut_sam1x5 | Iter: 16200, Sample:518400, GPixel:2.76e-03, dT:0.0035, rT:0.4463 +24-08-11 01:40:50.480 : ../models/spf_lut_sam1x5 | Iter: 16300, Sample:521600, GPixel:2.75e-03, dT:0.0034, rT:0.4453 +24-08-11 01:41:42.445 : ../models/spf_lut_sam1x5 | Iter: 16400, Sample:524800, GPixel:2.80e-03, dT:0.0034, rT:0.4465 +24-08-11 01:42:34.442 : ../models/spf_lut_sam1x5 | Iter: 16500, Sample:528000, GPixel:2.91e-03, dT:0.0036, rT:0.4460 +24-08-11 01:43:26.420 : ../models/spf_lut_sam1x5 | Iter: 16600, Sample:531200, GPixel:2.78e-03, dT:0.0035, rT:0.4454 +24-08-11 01:44:18.406 : ../models/spf_lut_sam1x5 | Iter: 16700, Sample:534400, GPixel:2.92e-03, dT:0.0036, rT:0.4462 +24-08-11 01:45:11.205 : ../models/spf_lut_sam1x5 | Iter: 16800, Sample:537600, GPixel:2.80e-03, dT:0.0051, rT:0.4522 +24-08-11 01:46:04.582 : ../models/spf_lut_sam1x5 | Iter: 16900, Sample:540800, GPixel:2.83e-03, dT:0.0057, rT:0.4559 +24-08-11 01:46:56.548 : ../models/spf_lut_sam1x5 | Iter: 17000, Sample:544000, GPixel:2.94e-03, dT:0.0035, rT:0.4455 +24-08-11 01:47:48.536 : ../models/spf_lut_sam1x5 | Iter: 17100, Sample:547200, GPixel:2.85e-03, dT:0.0035, rT:0.4463 +24-08-11 01:48:40.521 : ../models/spf_lut_sam1x5 | Iter: 17200, Sample:550400, GPixel:2.86e-03, dT:0.0036, rT:0.4461 +24-08-11 01:49:32.498 : ../models/spf_lut_sam1x5 | Iter: 17300, Sample:553600, GPixel:2.94e-03, dT:0.0035, rT:0.4451 +24-08-11 01:50:24.442 : ../models/spf_lut_sam1x5 | Iter: 17400, Sample:556800, GPixel:2.82e-03, dT:0.0034, rT:0.4447 +24-08-11 01:51:16.436 : ../models/spf_lut_sam1x5 | Iter: 17500, Sample:560000, GPixel:2.80e-03, dT:0.0036, rT:0.4463 +24-08-11 01:52:08.418 : ../models/spf_lut_sam1x5 | Iter: 17600, Sample:563200, GPixel:2.83e-03, dT:0.0035, rT:0.4462 +24-08-11 01:53:02.351 : ../models/spf_lut_sam1x5 | Iter: 17700, Sample:566400, GPixel:2.84e-03, dT:0.0065, rT:0.4603 +24-08-11 01:53:54.640 : ../models/spf_lut_sam1x5 | Iter: 17800, Sample:569600, GPixel:2.83e-03, dT:0.0045, rT:0.4474 +24-08-11 01:54:46.647 : ../models/spf_lut_sam1x5 | Iter: 17900, Sample:572800, GPixel:2.95e-03, dT:0.0036, rT:0.4463 +24-08-11 01:55:38.612 : ../models/spf_lut_sam1x5 | Iter: 18000, Sample:576000, GPixel:2.86e-03, dT:0.0034, rT:0.4453 +24-08-11 01:55:38.661 : Checkpoint saved 18000 +24-08-11 01:55:39.290 : Iter 18000 | Dataset Set5 | AVG Val PSNR: 30.483445 +24-08-11 01:55:42.155 : Iter 18000 | Dataset Set14 | AVG Val PSNR: 27.488700 +24-08-11 01:56:34.121 : ../models/spf_lut_sam1x5 | Iter: 18100, Sample:579200, GPixel:2.94e-03, dT:0.0035, rT:0.4461 +24-08-11 01:57:26.103 : ../models/spf_lut_sam1x5 | Iter: 18200, Sample:582400, GPixel:3.03e-03, dT:0.0036, rT:0.4461 +24-08-11 01:58:18.080 : ../models/spf_lut_sam1x5 | Iter: 18300, Sample:585600, GPixel:2.84e-03, dT:0.0034, rT:0.4466 +24-08-11 01:59:10.052 : ../models/spf_lut_sam1x5 | Iter: 18400, Sample:588800, GPixel:2.72e-03, dT:0.0034, rT:0.4462 +24-08-11 02:00:02.010 : ../models/spf_lut_sam1x5 | Iter: 18500, Sample:592000, GPixel:2.82e-03, dT:0.0034, rT:0.4456 +24-08-11 02:00:56.375 : ../models/spf_lut_sam1x5 | Iter: 18600, Sample:595200, GPixel:2.92e-03, dT:0.0076, rT:0.4626 +24-08-11 02:01:48.373 : ../models/spf_lut_sam1x5 | Iter: 18700, Sample:598400, GPixel:2.82e-03, dT:0.0035, rT:0.4463 +24-08-11 02:02:40.385 : ../models/spf_lut_sam1x5 | Iter: 18800, Sample:601600, GPixel:2.93e-03, dT:0.0037, rT:0.4466 +24-08-11 02:03:32.380 : ../models/spf_lut_sam1x5 | Iter: 18900, Sample:604800, GPixel:2.81e-03, dT:0.0037, rT:0.4453 +24-08-11 02:04:24.391 : ../models/spf_lut_sam1x5 | Iter: 19000, Sample:608000, GPixel:2.78e-03, dT:0.0035, rT:0.4452 +24-08-11 02:05:16.372 : ../models/spf_lut_sam1x5 | Iter: 19100, Sample:611200, GPixel:2.80e-03, dT:0.0036, rT:0.4459 +24-08-11 02:06:08.351 : ../models/spf_lut_sam1x5 | Iter: 19200, Sample:614400, GPixel:3.00e-03, dT:0.0035, rT:0.4458 +24-08-11 02:07:00.314 : ../models/spf_lut_sam1x5 | Iter: 19300, Sample:617600, GPixel:2.80e-03, dT:0.0034, rT:0.4459 +24-08-11 02:07:52.443 : ../models/spf_lut_sam1x5 | Iter: 19400, Sample:620800, GPixel:2.76e-03, dT:0.0038, rT:0.4465 +24-08-11 02:08:46.578 : ../models/spf_lut_sam1x5 | Iter: 19500, Sample:624000, 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Iter: 20200, Sample:646400, GPixel:2.82e-03, dT:0.0035, rT:0.4464 +24-08-11 02:15:47.048 : ../models/spf_lut_sam1x5 | Iter: 20300, Sample:649600, GPixel:2.87e-03, dT:0.0048, rT:0.4556 +24-08-11 02:16:39.940 : ../models/spf_lut_sam1x5 | Iter: 20400, Sample:652800, GPixel:2.87e-03, dT:0.0052, rT:0.4511 +24-08-11 02:17:31.920 : ../models/spf_lut_sam1x5 | Iter: 20500, Sample:656000, GPixel:2.83e-03, dT:0.0034, rT:0.4461 +24-08-11 02:18:23.922 : ../models/spf_lut_sam1x5 | Iter: 20600, Sample:659200, GPixel:2.88e-03, dT:0.0036, rT:0.4459 +24-08-11 02:19:15.891 : ../models/spf_lut_sam1x5 | Iter: 20700, Sample:662400, GPixel:2.94e-03, dT:0.0034, rT:0.4460 +24-08-11 02:20:07.869 : ../models/spf_lut_sam1x5 | Iter: 20800, Sample:665600, GPixel:2.88e-03, dT:0.0034, rT:0.4464 +24-08-11 02:20:59.846 : ../models/spf_lut_sam1x5 | Iter: 20900, Sample:668800, GPixel:2.90e-03, dT:0.0033, rT:0.4465 +24-08-11 02:21:51.838 : ../models/spf_lut_sam1x5 | Iter: 21000, Sample:672000, GPixel:2.99e-03, dT:0.0035, 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../models/spf_lut_sam1x5 | Iter: 21900, Sample:700800, GPixel:2.76e-03, dT:0.0034, rT:0.4455 +24-08-11 02:30:34.181 : ../models/spf_lut_sam1x5 | Iter: 22000, Sample:704000, GPixel:2.77e-03, dT:0.0036, rT:0.4455 +24-08-11 02:30:34.229 : Checkpoint saved 22000 +24-08-11 02:30:34.848 : Iter 22000 | Dataset Set5 | AVG Val PSNR: 30.603529 +24-08-11 02:30:37.584 : Iter 22000 | Dataset Set14 | AVG Val PSNR: 27.596783 +24-08-11 02:31:32.020 : ../models/spf_lut_sam1x5 | Iter: 22100, Sample:707200, GPixel:2.95e-03, dT:0.0078, rT:0.4637 +24-08-11 02:32:23.977 : ../models/spf_lut_sam1x5 | Iter: 22200, Sample:710400, GPixel:2.81e-03, dT:0.0034, rT:0.4463 +24-08-11 02:33:15.942 : ../models/spf_lut_sam1x5 | Iter: 22300, Sample:713600, GPixel:2.66e-03, dT:0.0035, rT:0.4460 +24-08-11 02:34:07.911 : ../models/spf_lut_sam1x5 | Iter: 22400, Sample:716800, GPixel:2.72e-03, dT:0.0036, rT:0.4452 +24-08-11 02:34:59.898 : ../models/spf_lut_sam1x5 | Iter: 22500, Sample:720000, GPixel:2.82e-03, dT:0.0036, 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../models/spf_lut_sam1x5 | Iter: 23400, Sample:748800, GPixel:2.79e-03, dT:0.0034, rT:0.4459 +24-08-11 02:43:41.639 : ../models/spf_lut_sam1x5 | Iter: 23500, Sample:752000, GPixel:2.86e-03, dT:0.0035, rT:0.4465 +24-08-11 02:44:33.621 : ../models/spf_lut_sam1x5 | Iter: 23600, Sample:755200, GPixel:2.75e-03, dT:0.0036, rT:0.4462 +24-08-11 02:45:25.602 : ../models/spf_lut_sam1x5 | Iter: 23700, Sample:758400, GPixel:2.73e-03, dT:0.0035, rT:0.4463 +24-08-11 02:46:18.983 : ../models/spf_lut_sam1x5 | Iter: 23800, Sample:761600, GPixel:2.86e-03, dT:0.0053, rT:0.4561 +24-08-11 02:47:12.118 : ../models/spf_lut_sam1x5 | Iter: 23900, Sample:764800, GPixel:2.91e-03, dT:0.0060, rT:0.4532 +24-08-11 02:48:04.088 : ../models/spf_lut_sam1x5 | Iter: 24000, Sample:768000, GPixel:2.92e-03, dT:0.0035, rT:0.4463 +24-08-11 02:48:04.135 : Checkpoint saved 24000 +24-08-11 02:48:04.759 : Iter 24000 | Dataset Set5 | AVG Val PSNR: 30.625344 +24-08-11 02:48:07.421 : Iter 24000 | Dataset Set14 | AVG Val PSNR: 27.616745 +24-08-11 02:48:59.392 : ../models/spf_lut_sam1x5 | Iter: 24100, Sample:771200, GPixel:2.87e-03, dT:0.0036, rT:0.4464 +24-08-11 02:49:51.370 : ../models/spf_lut_sam1x5 | Iter: 24200, Sample:774400, GPixel:2.86e-03, dT:0.0035, rT:0.4461 +24-08-11 02:50:43.325 : ../models/spf_lut_sam1x5 | Iter: 24300, Sample:777600, GPixel:2.67e-03, dT:0.0035, rT:0.4460 +24-08-11 02:51:35.275 : ../models/spf_lut_sam1x5 | Iter: 24400, Sample:780800, GPixel:2.87e-03, dT:0.0034, rT:0.4460 +24-08-11 02:52:27.219 : ../models/spf_lut_sam1x5 | Iter: 24500, Sample:784000, GPixel:2.81e-03, dT:0.0034, rT:0.4454 +24-08-11 02:53:19.187 : ../models/spf_lut_sam1x5 | Iter: 24600, Sample:787200, GPixel:2.84e-03, dT:0.0034, rT:0.4455 +24-08-11 02:54:13.070 : ../models/spf_lut_sam1x5 | Iter: 24700, Sample:790400, GPixel:2.91e-03, dT:0.0068, rT:0.4595 +24-08-11 02:55:05.110 : ../models/spf_lut_sam1x5 | Iter: 24800, Sample:793600, GPixel:2.85e-03, dT:0.0036, rT:0.4459 +24-08-11 02:55:57.063 : 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GPixel:2.92e-03, dT:0.0035, rT:0.4461 +24-08-11 03:03:47.560 : ../models/spf_lut_sam1x5 | Iter: 25800, Sample:825600, GPixel:2.88e-03, dT:0.0035, rT:0.4459 +24-08-11 03:04:39.516 : ../models/spf_lut_sam1x5 | Iter: 25900, Sample:828800, GPixel:2.83e-03, dT:0.0033, rT:0.4456 +24-08-11 03:05:31.504 : ../models/spf_lut_sam1x5 | Iter: 26000, Sample:832000, GPixel:2.85e-03, dT:0.0034, rT:0.4456 +24-08-11 03:05:31.552 : Checkpoint saved 26000 +24-08-11 03:05:32.172 : Iter 26000 | Dataset Set5 | AVG Val PSNR: 30.627641 +24-08-11 03:05:34.925 : Iter 26000 | Dataset Set14 | AVG Val PSNR: 27.634737 +24-08-11 03:06:26.884 : ../models/spf_lut_sam1x5 | Iter: 26100, Sample:835200, GPixel:2.73e-03, dT:0.0035, rT:0.4463 +24-08-11 03:07:18.830 : ../models/spf_lut_sam1x5 | Iter: 26200, Sample:838400, GPixel:2.86e-03, dT:0.0035, rT:0.4453 +24-08-11 03:08:10.799 : ../models/spf_lut_sam1x5 | Iter: 26300, Sample:841600, GPixel:2.70e-03, dT:0.0036, rT:0.4461 +24-08-11 03:09:03.087 : ../models/spf_lut_sam1x5 | Iter: 26400, Sample:844800, GPixel:2.76e-03, dT:0.0045, rT:0.4481 +24-08-11 03:09:57.190 : ../models/spf_lut_sam1x5 | Iter: 26500, Sample:848000, GPixel:2.81e-03, dT:0.0061, rT:0.4633 +24-08-11 03:10:49.147 : ../models/spf_lut_sam1x5 | Iter: 26600, Sample:851200, GPixel:2.82e-03, dT:0.0035, rT:0.4457 +24-08-11 03:11:41.093 : ../models/spf_lut_sam1x5 | Iter: 26700, Sample:854400, GPixel:2.79e-03, dT:0.0035, rT:0.4458 +24-08-11 03:12:33.038 : ../models/spf_lut_sam1x5 | Iter: 26800, Sample:857600, GPixel:2.73e-03, dT:0.0035, rT:0.4452 +24-08-11 03:13:24.972 : ../models/spf_lut_sam1x5 | Iter: 26900, Sample:860800, GPixel:2.66e-03, dT:0.0034, rT:0.4444 +24-08-11 03:14:16.910 : ../models/spf_lut_sam1x5 | Iter: 27000, Sample:864000, GPixel:2.73e-03, dT:0.0034, rT:0.4454 +24-08-11 03:15:08.853 : ../models/spf_lut_sam1x5 | Iter: 27100, Sample:867200, GPixel:2.84e-03, dT:0.0034, rT:0.4453 +24-08-11 03:16:00.802 : ../models/spf_lut_sam1x5 | Iter: 27200, Sample:870400, GPixel:2.92e-03, dT:0.0034, 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28000 +24-08-11 03:22:59.218 : Iter 28000 | Dataset Set5 | AVG Val PSNR: 30.655118 +24-08-11 03:23:01.991 : Iter 28000 | Dataset Set14 | AVG Val PSNR: 27.619925 +24-08-11 03:23:53.951 : ../models/spf_lut_sam1x5 | Iter: 28100, Sample:899200, GPixel:2.65e-03, dT:0.0036, rT:0.4460 +24-08-11 03:24:48.091 : ../models/spf_lut_sam1x5 | Iter: 28200, Sample:902400, GPixel:2.83e-03, dT:0.0063, rT:0.4636 +24-08-11 03:25:40.143 : ../models/spf_lut_sam1x5 | Iter: 28300, Sample:905600, GPixel:2.88e-03, dT:0.0041, rT:0.4457 +24-08-11 03:26:32.083 : ../models/spf_lut_sam1x5 | Iter: 28400, Sample:908800, GPixel:2.87e-03, dT:0.0034, rT:0.4455 +24-08-11 03:27:24.040 : ../models/spf_lut_sam1x5 | Iter: 28500, Sample:912000, GPixel:2.78e-03, dT:0.0034, rT:0.4461 +24-08-11 03:28:15.996 : ../models/spf_lut_sam1x5 | Iter: 28600, Sample:915200, GPixel:2.85e-03, dT:0.0035, rT:0.4464 +24-08-11 03:29:07.947 : ../models/spf_lut_sam1x5 | Iter: 28700, Sample:918400, GPixel:2.78e-03, dT:0.0034, rT:0.4463 +24-08-11 03:29:59.886 : ../models/spf_lut_sam1x5 | Iter: 28800, Sample:921600, GPixel:3.00e-03, dT:0.0034, rT:0.4464 +24-08-11 03:30:51.852 : ../models/spf_lut_sam1x5 | Iter: 28900, Sample:924800, GPixel:2.86e-03, dT:0.0035, rT:0.4461 +24-08-11 03:31:43.809 : ../models/spf_lut_sam1x5 | Iter: 29000, Sample:928000, GPixel:2.77e-03, dT:0.0034, rT:0.4461 +24-08-11 03:32:38.334 : ../models/spf_lut_sam1x5 | Iter: 29100, Sample:931200, GPixel:2.85e-03, dT:0.0083, rT:0.4641 +24-08-11 03:33:30.304 : ../models/spf_lut_sam1x5 | Iter: 29200, Sample:934400, GPixel:2.92e-03, dT:0.0035, rT:0.4463 +24-08-11 03:34:22.247 : ../models/spf_lut_sam1x5 | Iter: 29300, Sample:937600, GPixel:2.96e-03, dT:0.0034, rT:0.4462 +24-08-11 03:35:14.196 : ../models/spf_lut_sam1x5 | Iter: 29400, Sample:940800, GPixel:2.88e-03, dT:0.0035, rT:0.4463 +24-08-11 03:36:06.153 : ../models/spf_lut_sam1x5 | Iter: 29500, Sample:944000, GPixel:2.78e-03, dT:0.0035, rT:0.4462 +24-08-11 03:36:58.114 : ../models/spf_lut_sam1x5 | Iter: 29600, Sample:947200, GPixel:2.73e-03, dT:0.0035, rT:0.4457 +24-08-11 03:37:50.097 : ../models/spf_lut_sam1x5 | Iter: 29700, Sample:950400, GPixel:2.81e-03, dT:0.0037, rT:0.4461 +24-08-11 03:38:42.070 : ../models/spf_lut_sam1x5 | Iter: 29800, Sample:953600, GPixel:2.73e-03, dT:0.0036, rT:0.4462 +24-08-11 03:39:34.335 : ../models/spf_lut_sam1x5 | Iter: 29900, Sample:956800, GPixel:3.03e-03, dT:0.0040, rT:0.4472 +24-08-11 03:40:28.311 : ../models/spf_lut_sam1x5 | Iter: 30000, Sample:960000, GPixel:2.65e-03, dT:0.0091, rT:0.4579 +24-08-11 03:40:28.360 : Checkpoint saved 30000 +24-08-11 03:40:28.976 : Iter 30000 | Dataset Set5 | AVG Val PSNR: 30.701938 +24-08-11 03:40:31.533 : Iter 30000 | Dataset Set14 | AVG Val PSNR: 27.675584 +24-08-11 03:41:23.536 : ../models/spf_lut_sam1x5 | Iter: 30100, Sample:963200, GPixel:2.71e-03, dT:0.0036, rT:0.4457 +24-08-11 03:42:15.514 : ../models/spf_lut_sam1x5 | Iter: 30200, Sample:966400, GPixel:2.74e-03, dT:0.0035, rT:0.4462 +24-08-11 03:43:07.492 : 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03:57:55.260 : ../models/spf_lut_sam1x5 | Iter: 32000, Sample:1024000, GPixel:2.79e-03, dT:0.0035, rT:0.4464 +24-08-11 03:57:55.310 : Checkpoint saved 32000 +24-08-11 03:57:55.929 : Iter 32000 | Dataset Set5 | AVG Val PSNR: 30.710245 +24-08-11 03:57:58.680 : Iter 32000 | Dataset Set14 | AVG Val PSNR: 27.692148 +24-08-11 03:58:50.641 : ../models/spf_lut_sam1x5 | Iter: 32100, Sample:1027200, GPixel:2.75e-03, dT:0.0034, rT:0.4455 +24-08-11 03:59:42.603 : ../models/spf_lut_sam1x5 | Iter: 32200, Sample:1030400, GPixel:2.72e-03, dT:0.0034, rT:0.4460 +24-08-11 04:00:34.553 : ../models/spf_lut_sam1x5 | Iter: 32300, Sample:1033600, GPixel:2.92e-03, dT:0.0034, rT:0.4452 +24-08-11 04:01:26.540 : ../models/spf_lut_sam1x5 | Iter: 32400, Sample:1036800, GPixel:2.73e-03, dT:0.0036, rT:0.4453 +24-08-11 04:02:18.492 : ../models/spf_lut_sam1x5 | Iter: 32500, Sample:1040000, GPixel:2.74e-03, dT:0.0035, rT:0.4461 +24-08-11 04:03:12.927 : ../models/spf_lut_sam1x5 | Iter: 32600, Sample:1043200, 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PSNR: 30.676190 +24-08-11 04:50:23.108 : Iter 38000 | Dataset Set14 | AVG Val PSNR: 27.673055 +24-08-11 04:51:15.101 : ../models/spf_lut_sam1x5 | Iter: 38100, Sample:1219200, GPixel:2.89e-03, dT:0.0036, rT:0.4461 +24-08-11 04:52:07.081 : ../models/spf_lut_sam1x5 | Iter: 38200, Sample:1222400, GPixel:2.68e-03, dT:0.0037, rT:0.4460 +24-08-11 04:52:59.033 : ../models/spf_lut_sam1x5 | Iter: 38300, Sample:1225600, GPixel:2.68e-03, dT:0.0035, rT:0.4442 +24-08-11 04:53:51.009 : ../models/spf_lut_sam1x5 | Iter: 38400, Sample:1228800, GPixel:2.69e-03, dT:0.0037, rT:0.4453 +24-08-11 04:54:42.972 : ../models/spf_lut_sam1x5 | Iter: 38500, Sample:1232000, GPixel:2.79e-03, dT:0.0035, rT:0.4461 +24-08-11 04:55:34.910 : ../models/spf_lut_sam1x5 | Iter: 38600, Sample:1235200, GPixel:2.73e-03, dT:0.0034, rT:0.4451 +24-08-11 04:56:28.616 : ../models/spf_lut_sam1x5 | Iter: 38700, Sample:1238400, GPixel:2.77e-03, dT:0.0073, rT:0.4572 +24-08-11 04:57:20.715 : ../models/spf_lut_sam1x5 | Iter: 38800, 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rT:0.4628 +24-08-11 05:05:10.782 : ../models/spf_lut_sam1x5 | Iter: 39700, Sample:1270400, GPixel:2.84e-03, dT:0.0035, rT:0.4458 +24-08-11 05:06:02.734 : ../models/spf_lut_sam1x5 | Iter: 39800, Sample:1273600, GPixel:2.75e-03, dT:0.0035, rT:0.4460 +24-08-11 05:06:54.685 : ../models/spf_lut_sam1x5 | Iter: 39900, Sample:1276800, GPixel:2.77e-03, dT:0.0035, rT:0.4460 +24-08-11 05:07:46.617 : ../models/spf_lut_sam1x5 | Iter: 40000, Sample:1280000, GPixel:2.81e-03, dT:0.0034, rT:0.4459 +24-08-11 05:07:46.666 : Checkpoint saved 40000 +24-08-11 05:07:47.275 : Iter 40000 | Dataset Set5 | AVG Val PSNR: 30.841847 +24-08-11 05:07:50.087 : Iter 40000 | Dataset Set14 | AVG Val PSNR: 27.766463 +24-08-11 05:08:42.038 : ../models/spf_lut_sam1x5 | Iter: 40100, Sample:1283200, GPixel:2.78e-03, dT:0.0035, rT:0.4458 +24-08-11 05:09:33.993 : ../models/spf_lut_sam1x5 | Iter: 40200, Sample:1286400, GPixel:2.73e-03, dT:0.0035, rT:0.4462 +24-08-11 05:10:25.969 : ../models/spf_lut_sam1x5 | Iter: 40300, 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../models/spf_lut_sam1x5 | Iter: 42000, Sample:1344000, GPixel:2.71e-03, dT:0.0036, rT:0.4455 +24-08-11 05:25:13.564 : Checkpoint saved 42000 +24-08-11 05:25:14.166 : Iter 42000 | Dataset Set5 | AVG Val PSNR: 30.843804 +24-08-11 05:25:16.908 : Iter 42000 | Dataset Set14 | AVG Val PSNR: 27.769922 +24-08-11 05:26:08.873 : ../models/spf_lut_sam1x5 | Iter: 42100, Sample:1347200, GPixel:2.79e-03, dT:0.0036, rT:0.4457 +24-08-11 05:27:02.772 : ../models/spf_lut_sam1x5 | Iter: 42200, Sample:1350400, GPixel:2.80e-03, dT:0.0066, rT:0.4599 +24-08-11 05:27:54.921 : ../models/spf_lut_sam1x5 | Iter: 42300, Sample:1353600, GPixel:2.61e-03, dT:0.0043, rT:0.4460 +24-08-11 05:28:46.889 : ../models/spf_lut_sam1x5 | Iter: 42400, Sample:1356800, GPixel:2.68e-03, dT:0.0036, rT:0.4449 +24-08-11 05:29:38.830 : ../models/spf_lut_sam1x5 | Iter: 42500, Sample:1360000, GPixel:2.88e-03, dT:0.0035, rT:0.4461 +24-08-11 05:30:30.777 : ../models/spf_lut_sam1x5 | Iter: 42600, Sample:1363200, GPixel:2.87e-03, dT:0.0034, 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Sample:1465600, GPixel:2.74e-03, dT:0.0039, rT:0.4457 +24-08-11 05:59:16.903 : ../models/spf_lut_sam1x5 | Iter: 45900, Sample:1468800, GPixel:2.73e-03, dT:0.0036, rT:0.4463 +24-08-11 06:00:08.862 : ../models/spf_lut_sam1x5 | Iter: 46000, Sample:1472000, GPixel:2.82e-03, dT:0.0036, rT:0.4460 +24-08-11 06:00:08.912 : Checkpoint saved 46000 +24-08-11 06:00:09.520 : Iter 46000 | Dataset Set5 | AVG Val PSNR: 30.879196 +24-08-11 06:00:12.240 : Iter 46000 | Dataset Set14 | AVG Val PSNR: 27.770767 +24-08-11 06:01:04.193 : ../models/spf_lut_sam1x5 | Iter: 46100, Sample:1475200, GPixel:2.76e-03, dT:0.0035, rT:0.4446 +24-08-11 06:01:56.148 : ../models/spf_lut_sam1x5 | Iter: 46200, Sample:1478400, GPixel:2.67e-03, dT:0.0036, rT:0.4462 +24-08-11 06:02:48.093 : ../models/spf_lut_sam1x5 | Iter: 46300, Sample:1481600, GPixel:2.77e-03, dT:0.0035, rT:0.4460 +24-08-11 06:03:40.051 : ../models/spf_lut_sam1x5 | Iter: 46400, Sample:1484800, GPixel:2.77e-03, dT:0.0036, rT:0.4460 +24-08-11 06:04:32.001 : 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Sample:1513600, GPixel:2.82e-03, dT:0.0034, rT:0.4457 +24-08-11 06:12:22.543 : ../models/spf_lut_sam1x5 | Iter: 47400, Sample:1516800, GPixel:2.72e-03, dT:0.0040, rT:0.4502 +24-08-11 06:13:16.459 : ../models/spf_lut_sam1x5 | Iter: 47500, Sample:1520000, GPixel:2.86e-03, dT:0.0063, rT:0.4599 +24-08-11 06:14:08.424 : ../models/spf_lut_sam1x5 | Iter: 47600, Sample:1523200, GPixel:2.72e-03, dT:0.0035, rT:0.4459 +24-08-11 06:15:00.368 : ../models/spf_lut_sam1x5 | Iter: 47700, Sample:1526400, GPixel:2.83e-03, dT:0.0035, rT:0.4458 +24-08-11 06:15:52.323 : ../models/spf_lut_sam1x5 | Iter: 47800, Sample:1529600, GPixel:2.93e-03, dT:0.0035, rT:0.4444 +24-08-11 06:16:44.268 : ../models/spf_lut_sam1x5 | Iter: 47900, Sample:1532800, GPixel:2.76e-03, dT:0.0034, rT:0.4459 +24-08-11 06:17:36.209 : ../models/spf_lut_sam1x5 | Iter: 48000, Sample:1536000, GPixel:2.81e-03, dT:0.0034, rT:0.4459 +24-08-11 06:17:36.258 : Checkpoint saved 48000 +24-08-11 06:17:36.867 : Iter 48000 | Dataset Set5 | AVG Val PSNR: 30.879790 +24-08-11 06:17:39.594 : Iter 48000 | Dataset Set14 | AVG Val PSNR: 27.782574 +24-08-11 06:18:31.542 : ../models/spf_lut_sam1x5 | Iter: 48100, Sample:1539200, GPixel:2.76e-03, dT:0.0035, rT:0.4454 +24-08-11 06:19:23.498 : ../models/spf_lut_sam1x5 | Iter: 48200, Sample:1542400, GPixel:2.74e-03, dT:0.0035, rT:0.4456 +24-08-11 06:20:16.879 : ../models/spf_lut_sam1x5 | Iter: 48300, Sample:1545600, GPixel:2.80e-03, dT:0.0056, rT:0.4559 +24-08-11 06:21:09.536 : ../models/spf_lut_sam1x5 | Iter: 48400, Sample:1548800, GPixel:2.76e-03, dT:0.0047, rT:0.4512 +24-08-11 06:22:01.472 : ../models/spf_lut_sam1x5 | Iter: 48500, Sample:1552000, GPixel:2.65e-03, dT:0.0034, rT:0.4449 +24-08-11 06:22:53.455 : ../models/spf_lut_sam1x5 | Iter: 48600, Sample:1555200, GPixel:2.78e-03, dT:0.0035, rT:0.4463 +24-08-11 06:23:45.414 : ../models/spf_lut_sam1x5 | Iter: 48700, Sample:1558400, GPixel:2.80e-03, dT:0.0036, rT:0.4457 +24-08-11 06:24:37.393 : ../models/spf_lut_sam1x5 | Iter: 48800, Sample:1561600, GPixel:2.69e-03, dT:0.0037, rT:0.4462 +24-08-11 06:25:29.355 : ../models/spf_lut_sam1x5 | Iter: 48900, Sample:1564800, GPixel:2.73e-03, dT:0.0035, rT:0.4461 +24-08-11 06:26:21.314 : ../models/spf_lut_sam1x5 | Iter: 49000, Sample:1568000, GPixel:2.71e-03, dT:0.0036, rT:0.4460 +24-08-11 06:27:13.277 : ../models/spf_lut_sam1x5 | Iter: 49100, Sample:1571200, GPixel:2.71e-03, dT:0.0036, rT:0.4456 +24-08-11 06:28:07.227 : ../models/spf_lut_sam1x5 | Iter: 49200, Sample:1574400, GPixel:2.71e-03, dT:0.0079, rT:0.4601 +24-08-11 06:28:59.219 : ../models/spf_lut_sam1x5 | Iter: 49300, Sample:1577600, GPixel:2.82e-03, dT:0.0037, rT:0.4451 +24-08-11 06:29:51.151 : ../models/spf_lut_sam1x5 | Iter: 49400, Sample:1580800, GPixel:2.75e-03, dT:0.0034, rT:0.4458 +24-08-11 06:30:43.092 : ../models/spf_lut_sam1x5 | Iter: 49500, Sample:1584000, GPixel:2.77e-03, dT:0.0035, rT:0.4446 +24-08-11 06:31:35.050 : ../models/spf_lut_sam1x5 | Iter: 49600, Sample:1587200, GPixel:2.68e-03, dT:0.0035, 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../models/spf_lut_sam1x5 | Iter: 52000, Sample:1664000, GPixel:2.80e-03, dT:0.0035, rT:0.4463 +24-08-11 06:52:31.703 : Checkpoint saved 52000 +24-08-11 06:52:32.323 : Iter 52000 | Dataset Set5 | AVG Val PSNR: 30.894812 +24-08-11 06:52:35.128 : Iter 52000 | Dataset Set14 | AVG Val PSNR: 27.777286 +24-08-11 06:53:27.091 : ../models/spf_lut_sam1x5 | Iter: 52100, Sample:1667200, GPixel:2.78e-03, dT:0.0036, rT:0.4456 +24-08-11 06:54:19.054 : ../models/spf_lut_sam1x5 | Iter: 52200, Sample:1670400, GPixel:2.70e-03, dT:0.0036, rT:0.4449 +24-08-11 06:55:11.016 : ../models/spf_lut_sam1x5 | Iter: 52300, Sample:1673600, GPixel:2.95e-03, dT:0.0036, rT:0.4461 +24-08-11 06:56:02.967 : ../models/spf_lut_sam1x5 | Iter: 52400, Sample:1676800, GPixel:2.86e-03, dT:0.0035, rT:0.4464 +24-08-11 06:56:54.901 : ../models/spf_lut_sam1x5 | Iter: 52500, Sample:1680000, GPixel:2.84e-03, dT:0.0033, rT:0.4457 +24-08-11 06:57:46.831 : ../models/spf_lut_sam1x5 | Iter: 52600, Sample:1683200, GPixel:2.71e-03, dT:0.0034, 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Sample:1785600, GPixel:2.73e-03, dT:0.0037, rT:0.4460 +24-08-11 07:26:34.147 : ../models/spf_lut_sam1x5 | Iter: 55900, Sample:1788800, GPixel:2.68e-03, dT:0.0034, rT:0.4461 +24-08-11 07:27:26.073 : ../models/spf_lut_sam1x5 | Iter: 56000, Sample:1792000, GPixel:2.72e-03, dT:0.0033, rT:0.4456 +24-08-11 07:27:26.122 : Checkpoint saved 56000 +24-08-11 07:27:26.740 : Iter 56000 | Dataset Set5 | AVG Val PSNR: 30.863850 +24-08-11 07:27:29.480 : Iter 56000 | Dataset Set14 | AVG Val PSNR: 27.789222 +24-08-11 07:28:21.421 : ../models/spf_lut_sam1x5 | Iter: 56100, Sample:1795200, GPixel:2.76e-03, dT:0.0035, rT:0.4455 +24-08-11 07:29:16.026 : ../models/spf_lut_sam1x5 | Iter: 56200, Sample:1798400, GPixel:2.83e-03, dT:0.0067, rT:0.4663 +24-08-11 07:30:08.128 : ../models/spf_lut_sam1x5 | Iter: 56300, Sample:1801600, GPixel:2.84e-03, dT:0.0041, rT:0.4465 +24-08-11 07:31:00.067 : ../models/spf_lut_sam1x5 | Iter: 56400, Sample:1804800, GPixel:2.79e-03, dT:0.0036, rT:0.4458 +24-08-11 07:31:52.006 : 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Sample:1833600, GPixel:2.84e-03, dT:0.0036, rT:0.4460 +24-08-11 07:39:41.430 : ../models/spf_lut_sam1x5 | Iter: 57400, Sample:1836800, GPixel:2.76e-03, dT:0.0036, rT:0.4459 +24-08-11 07:40:33.366 : ../models/spf_lut_sam1x5 | Iter: 57500, Sample:1840000, GPixel:2.73e-03, dT:0.0035, rT:0.4453 +24-08-11 07:41:25.324 : ../models/spf_lut_sam1x5 | Iter: 57600, Sample:1843200, GPixel:2.69e-03, dT:0.0037, rT:0.4456 +24-08-11 07:42:17.301 : ../models/spf_lut_sam1x5 | Iter: 57700, Sample:1846400, GPixel:2.84e-03, dT:0.0038, rT:0.4460 +24-08-11 07:43:09.278 : ../models/spf_lut_sam1x5 | Iter: 57800, Sample:1849600, GPixel:2.73e-03, dT:0.0039, rT:0.4455 +24-08-11 07:44:01.272 : ../models/spf_lut_sam1x5 | Iter: 57900, Sample:1852800, GPixel:2.97e-03, dT:0.0040, rT:0.4460 +24-08-11 07:44:55.510 : ../models/spf_lut_sam1x5 | Iter: 58000, Sample:1856000, GPixel:2.72e-03, dT:0.0078, rT:0.4623 +24-08-11 07:44:55.559 : Checkpoint saved 58000 +24-08-11 07:44:56.173 : Iter 58000 | Dataset Set5 | AVG Val PSNR: 30.870215 +24-08-11 07:44:58.986 : Iter 58000 | Dataset Set14 | AVG Val PSNR: 27.801207 +24-08-11 07:45:50.947 : ../models/spf_lut_sam1x5 | Iter: 58100, Sample:1859200, GPixel:2.82e-03, dT:0.0037, rT:0.4459 +24-08-11 07:46:42.908 : ../models/spf_lut_sam1x5 | Iter: 58200, Sample:1862400, GPixel:2.74e-03, dT:0.0037, rT:0.4440 +24-08-11 07:47:34.865 : ../models/spf_lut_sam1x5 | Iter: 58300, Sample:1865600, GPixel:2.86e-03, dT:0.0038, rT:0.4456 +24-08-11 07:48:26.842 : ../models/spf_lut_sam1x5 | Iter: 58400, Sample:1868800, GPixel:2.78e-03, dT:0.0038, rT:0.4461 +24-08-11 07:49:18.800 : ../models/spf_lut_sam1x5 | Iter: 58500, Sample:1872000, GPixel:2.60e-03, dT:0.0038, rT:0.4450 +24-08-11 07:50:10.776 : ../models/spf_lut_sam1x5 | Iter: 58600, Sample:1875200, GPixel:2.65e-03, dT:0.0039, rT:0.4450 +24-08-11 07:51:02.755 : ../models/spf_lut_sam1x5 | Iter: 58700, Sample:1878400, GPixel:2.84e-03, dT:0.0039, rT:0.4458 +24-08-11 07:51:55.934 : ../models/spf_lut_sam1x5 | Iter: 58800, 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../models/spf_lut_sam1x5 | Iter: 62000, Sample:1984000, GPixel:2.83e-03, dT:0.0036, rT:0.4457 +24-08-11 08:19:49.700 : Checkpoint saved 62000 +24-08-11 08:19:50.315 : Iter 62000 | Dataset Set5 | AVG Val PSNR: 30.942687 +24-08-11 08:19:53.151 : Iter 62000 | Dataset Set14 | AVG Val PSNR: 27.803669 +24-08-11 08:20:45.100 : ../models/spf_lut_sam1x5 | Iter: 62100, Sample:1987200, GPixel:2.73e-03, dT:0.0036, rT:0.4459 +24-08-11 08:21:37.060 : ../models/spf_lut_sam1x5 | Iter: 62200, Sample:1990400, GPixel:2.63e-03, dT:0.0037, rT:0.4445 +24-08-11 08:22:30.267 : ../models/spf_lut_sam1x5 | Iter: 62300, Sample:1993600, GPixel:2.85e-03, dT:0.0059, rT:0.4537 +24-08-11 08:23:23.045 : ../models/spf_lut_sam1x5 | Iter: 62400, Sample:1996800, GPixel:2.77e-03, dT:0.0058, rT:0.4513 +24-08-11 08:24:15.008 : ../models/spf_lut_sam1x5 | Iter: 62500, Sample:2000000, GPixel:2.80e-03, dT:0.0037, rT:0.4463 +24-08-11 08:25:06.955 : ../models/spf_lut_sam1x5 | Iter: 62600, Sample:2003200, GPixel:2.64e-03, dT:0.0036, 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../models/spf_lut_sam1x5 | Iter: 63500, Sample:2032000, GPixel:2.74e-03, dT:0.0038, rT:0.4455 +24-08-11 08:33:49.398 : ../models/spf_lut_sam1x5 | Iter: 63600, Sample:2035200, GPixel:2.81e-03, dT:0.0038, rT:0.4463 +24-08-11 08:34:41.355 : ../models/spf_lut_sam1x5 | Iter: 63700, Sample:2038400, GPixel:2.82e-03, dT:0.0037, rT:0.4448 +24-08-11 08:35:33.331 : ../models/spf_lut_sam1x5 | Iter: 63800, Sample:2041600, GPixel:2.80e-03, dT:0.0037, rT:0.4458 +24-08-11 08:36:25.427 : ../models/spf_lut_sam1x5 | Iter: 63900, Sample:2044800, GPixel:2.70e-03, dT:0.0037, rT:0.4471 +24-08-11 08:37:17.562 : ../models/spf_lut_sam1x5 | Iter: 64000, Sample:2048000, GPixel:2.64e-03, dT:0.0037, rT:0.4470 +24-08-11 08:37:17.611 : Checkpoint saved 64000 +24-08-11 08:37:18.237 : Iter 64000 | Dataset Set5 | AVG Val PSNR: 30.903434 +24-08-11 08:37:21.086 : Iter 64000 | Dataset Set14 | AVG Val PSNR: 27.817170 +24-08-11 08:38:15.480 : ../models/spf_lut_sam1x5 | Iter: 64100, Sample:2051200, GPixel:2.69e-03, dT:0.0077, rT:0.4616 +24-08-11 08:39:07.666 : ../models/spf_lut_sam1x5 | Iter: 64200, Sample:2054400, GPixel:2.76e-03, dT:0.0040, rT:0.4469 +24-08-11 08:39:59.826 : ../models/spf_lut_sam1x5 | Iter: 64300, Sample:2057600, GPixel:2.78e-03, dT:0.0038, rT:0.4473 +24-08-11 08:40:51.982 : ../models/spf_lut_sam1x5 | Iter: 64400, Sample:2060800, GPixel:2.75e-03, dT:0.0038, rT:0.4472 +24-08-11 08:41:44.128 : ../models/spf_lut_sam1x5 | Iter: 64500, Sample:2064000, GPixel:2.78e-03, dT:0.0038, rT:0.4469 +24-08-11 08:42:36.312 : ../models/spf_lut_sam1x5 | Iter: 64600, Sample:2067200, GPixel:2.77e-03, dT:0.0040, rT:0.4468 +24-08-11 08:43:28.462 : ../models/spf_lut_sam1x5 | Iter: 64700, Sample:2070400, GPixel:2.81e-03, dT:0.0037, rT:0.4477 +24-08-11 08:44:20.627 : ../models/spf_lut_sam1x5 | Iter: 64800, Sample:2073600, GPixel:2.80e-03, dT:0.0039, rT:0.4475 +24-08-11 08:45:12.946 : ../models/spf_lut_sam1x5 | Iter: 64900, Sample:2076800, GPixel:2.86e-03, dT:0.0041, rT:0.4483 +24-08-11 08:46:06.765 : ../models/spf_lut_sam1x5 | Iter: 65000, Sample:2080000, GPixel:2.89e-03, dT:0.0078, rT:0.4574 +24-08-11 08:46:58.943 : ../models/spf_lut_sam1x5 | Iter: 65100, Sample:2083200, GPixel:2.67e-03, dT:0.0038, rT:0.4476 +24-08-11 08:47:51.101 : ../models/spf_lut_sam1x5 | Iter: 65200, Sample:2086400, GPixel:2.64e-03, dT:0.0037, rT:0.4469 +24-08-11 08:48:43.313 : ../models/spf_lut_sam1x5 | Iter: 65300, Sample:2089600, GPixel:2.73e-03, dT:0.0041, rT:0.4479 +24-08-11 08:49:35.504 : ../models/spf_lut_sam1x5 | Iter: 65400, Sample:2092800, GPixel:2.69e-03, dT:0.0038, rT:0.4472 +24-08-11 11:08:30.982 : None +24-08-11 11:09:39.690 : ../models/spf_lut_sam1x5 | Iter: 64100, Sample: 3200, GPixel:2.77e-03, dT:0.0077, rT:0.4621 +24-08-11 11:10:31.713 : ../models/spf_lut_sam1x5 | Iter: 64200, Sample: 6400, GPixel:2.81e-03, dT:0.0023, rT:0.4437 +24-08-11 11:11:23.971 : ../models/spf_lut_sam1x5 | Iter: 64300, Sample: 9600, GPixel:2.86e-03, dT:0.0025, rT:0.4454 +24-08-11 11:12:16.352 : ../models/spf_lut_sam1x5 | Iter: 64400, Sample: 12800, GPixel:2.77e-03, dT:0.0025, rT:0.4463 +24-08-11 11:13:08.708 : ../models/spf_lut_sam1x5 | Iter: 64500, Sample: 16000, GPixel:2.62e-03, dT:0.0024, rT:0.4463 +24-08-11 11:14:01.084 : ../models/spf_lut_sam1x5 | Iter: 64600, Sample: 19200, GPixel:2.66e-03, dT:0.0025, rT:0.4470 +24-08-11 11:14:53.508 : ../models/spf_lut_sam1x5 | Iter: 64700, Sample: 22400, GPixel:2.82e-03, dT:0.0027, rT:0.4487 +24-08-11 11:15:45.938 : ../models/spf_lut_sam1x5 | Iter: 64800, Sample: 25600, GPixel:2.50e-03, dT:0.0028, rT:0.4476 +24-08-11 11:16:38.349 : ../models/spf_lut_sam1x5 | Iter: 64900, Sample: 28800, GPixel:2.73e-03, dT:0.0028, rT:0.4467 +24-08-11 11:17:30.759 : ../models/spf_lut_sam1x5 | Iter: 65000, Sample: 32000, GPixel:2.81e-03, dT:0.0027, rT:0.4472 +24-08-11 11:18:23.184 : ../models/spf_lut_sam1x5 | Iter: 65100, Sample: 35200, GPixel:2.87e-03, dT:0.0029, rT:0.4474 +24-08-11 11:19:15.624 : ../models/spf_lut_sam1x5 | Iter: 65200, Sample: 38400, GPixel:2.72e-03, dT:0.0029, rT:0.4478 +24-08-11 11:20:07.989 : ../models/spf_lut_sam1x5 | Iter: 65300, Sample: 41600, GPixel:2.91e-03, dT:0.0029, rT:0.4473 +24-08-11 11:21:00.389 : ../models/spf_lut_sam1x5 | Iter: 65400, Sample: 44800, GPixel:2.89e-03, dT:0.0030, rT:0.4483 +24-08-11 11:21:52.787 : ../models/spf_lut_sam1x5 | Iter: 65500, Sample: 48000, GPixel:2.90e-03, dT:0.0031, rT:0.4476 +24-08-11 11:22:45.139 : ../models/spf_lut_sam1x5 | Iter: 65600, Sample: 51200, GPixel:2.84e-03, dT:0.0028, rT:0.4471 +24-08-11 11:23:37.471 : ../models/spf_lut_sam1x5 | Iter: 65700, Sample: 54400, GPixel:2.85e-03, dT:0.0026, rT:0.4474 +24-08-11 11:24:29.829 : ../models/spf_lut_sam1x5 | Iter: 65800, Sample: 57600, GPixel:2.75e-03, dT:0.0028, rT:0.4468 +24-08-11 11:25:22.180 : ../models/spf_lut_sam1x5 | Iter: 65900, Sample: 60800, GPixel:2.79e-03, dT:0.0027, rT:0.4465 +24-08-11 11:26:14.512 : ../models/spf_lut_sam1x5 | Iter: 66000, Sample: 64000, GPixel:2.86e-03, dT:0.0026, rT:0.4469 +24-08-11 11:26:14.552 : Checkpoint saved 66000 +24-08-11 11:26:16.244 : Iter 66000 | Dataset Set5 | AVG Val PSNR: 30.836079 +24-08-11 11:26:20.366 : Iter 66000 | Dataset Set14 | AVG Val PSNR: 27.775224 +24-08-11 11:27:12.864 : ../models/spf_lut_sam1x5 | Iter: 66100, Sample: 67200, GPixel:2.80e-03, dT:0.0028, rT:0.4480 +24-08-11 11:28:05.240 : ../models/spf_lut_sam1x5 | Iter: 66200, Sample: 70400, GPixel:2.81e-03, dT:0.0029, rT:0.4469 +24-08-11 11:28:57.622 : ../models/spf_lut_sam1x5 | Iter: 66300, Sample: 73600, GPixel:2.68e-03, dT:0.0029, rT:0.4468 +24-08-11 11:29:49.985 : ../models/spf_lut_sam1x5 | Iter: 66400, Sample: 76800, GPixel:2.78e-03, dT:0.0028, rT:0.4466 +24-08-11 11:30:42.324 : ../models/spf_lut_sam1x5 | Iter: 66500, Sample: 80000, GPixel:2.80e-03, dT:0.0027, rT:0.4462 +24-08-11 11:31:34.677 : ../models/spf_lut_sam1x5 | Iter: 66600, Sample: 83200, GPixel:2.73e-03, dT:0.0026, rT:0.4471 +24-08-11 11:32:27.018 : ../models/spf_lut_sam1x5 | Iter: 66700, Sample: 86400, GPixel:2.70e-03, dT:0.0026, rT:0.4472 +24-08-11 11:33:19.380 : ../models/spf_lut_sam1x5 | Iter: 66800, Sample: 89600, GPixel:2.73e-03, dT:0.0028, rT:0.4470 +24-08-11 11:34:11.723 : ../models/spf_lut_sam1x5 | Iter: 66900, Sample: 92800, GPixel:2.86e-03, dT:0.0027, rT:0.4469 +24-08-11 11:35:04.055 : ../models/spf_lut_sam1x5 | Iter: 67000, Sample: 96000, GPixel:2.82e-03, dT:0.0026, rT:0.4464 +24-08-11 11:35:56.397 : ../models/spf_lut_sam1x5 | Iter: 67100, Sample: 99200, GPixel:2.71e-03, dT:0.0027, rT:0.4465 +24-08-11 11:36:48.731 : ../models/spf_lut_sam1x5 | Iter: 67200, Sample:102400, GPixel:2.78e-03, dT:0.0026, rT:0.4466 +24-08-11 11:37:41.061 : ../models/spf_lut_sam1x5 | Iter: 67300, Sample:105600, GPixel:2.76e-03, dT:0.0026, rT:0.4460 +24-08-11 11:38:33.404 : ../models/spf_lut_sam1x5 | Iter: 67400, Sample:108800, GPixel:2.64e-03, dT:0.0027, rT:0.4462 +24-08-11 11:39:25.734 : ../models/spf_lut_sam1x5 | Iter: 67500, Sample:112000, GPixel:2.82e-03, dT:0.0027, rT:0.4462 +24-08-11 11:40:18.114 : ../models/spf_lut_sam1x5 | Iter: 67600, Sample:115200, GPixel:2.73e-03, dT:0.0030, rT:0.4467 +24-08-11 11:41:10.468 : ../models/spf_lut_sam1x5 | Iter: 67700, Sample:118400, GPixel:2.81e-03, dT:0.0028, rT:0.4478 +24-08-11 11:42:02.812 : ../models/spf_lut_sam1x5 | Iter: 67800, Sample:121600, GPixel:2.73e-03, dT:0.0027, rT:0.4477 +24-08-11 11:42:55.161 : ../models/spf_lut_sam1x5 | Iter: 67900, Sample:124800, GPixel:2.78e-03, dT:0.0027, rT:0.4484 +24-08-11 11:43:47.530 : ../models/spf_lut_sam1x5 | Iter: 68000, Sample:128000, GPixel:2.75e-03, dT:0.0027, rT:0.4485 +24-08-11 11:43:47.569 : Checkpoint saved 68000 +24-08-11 11:43:48.135 : Iter 68000 | Dataset Set5 | AVG Val PSNR: 30.905298 +24-08-11 11:43:50.513 : Iter 68000 | Dataset Set14 | AVG Val PSNR: 27.803873 +24-08-11 11:44:42.857 : ../models/spf_lut_sam1x5 | Iter: 68100, Sample:131200, GPixel:2.65e-03, dT:0.0027, rT:0.4483 +24-08-11 11:45:35.239 : ../models/spf_lut_sam1x5 | Iter: 68200, Sample:134400, GPixel:2.77e-03, dT:0.0029, rT:0.4473 +24-08-11 11:46:27.603 : ../models/spf_lut_sam1x5 | Iter: 68300, Sample:137600, GPixel:2.64e-03, dT:0.0028, rT:0.4468 +24-08-11 11:47:19.957 : ../models/spf_lut_sam1x5 | Iter: 68400, Sample:140800, GPixel:2.72e-03, dT:0.0027, rT:0.4469 +24-08-11 11:48:12.302 : ../models/spf_lut_sam1x5 | Iter: 68500, Sample:144000, GPixel:2.64e-03, dT:0.0027, rT:0.4471 +24-08-11 11:49:04.615 : ../models/spf_lut_sam1x5 | Iter: 68600, Sample:147200, GPixel:2.78e-03, dT:0.0024, rT:0.4463 +24-08-11 11:49:56.952 : ../models/spf_lut_sam1x5 | Iter: 68700, Sample:150400, GPixel:2.73e-03, dT:0.0026, rT:0.4474 +24-08-11 11:50:49.276 : ../models/spf_lut_sam1x5 | Iter: 68800, Sample:153600, GPixel:2.76e-03, dT:0.0026, rT:0.4467 +24-08-11 11:51:41.609 : ../models/spf_lut_sam1x5 | Iter: 68900, Sample:156800, GPixel:2.61e-03, dT:0.0027, rT:0.4464 +24-08-11 11:52:33.951 : ../models/spf_lut_sam1x5 | Iter: 69000, Sample:160000, GPixel:2.68e-03, dT:0.0027, rT:0.4466 +24-08-11 11:53:26.266 : ../models/spf_lut_sam1x5 | Iter: 69100, Sample:163200, GPixel:2.80e-03, dT:0.0025, rT:0.4462 +24-08-11 11:54:18.601 : ../models/spf_lut_sam1x5 | Iter: 69200, Sample:166400, GPixel:2.74e-03, dT:0.0026, rT:0.4462 +24-08-11 11:55:10.932 : ../models/spf_lut_sam1x5 | Iter: 69300, Sample:169600, GPixel:2.78e-03, dT:0.0026, rT:0.4464 +24-08-11 11:56:03.283 : ../models/spf_lut_sam1x5 | Iter: 69400, Sample:172800, GPixel:2.75e-03, dT:0.0027, rT:0.4473 +24-08-11 11:56:55.617 : ../models/spf_lut_sam1x5 | Iter: 69500, Sample:176000, GPixel:2.69e-03, dT:0.0026, rT:0.4465 +24-08-11 11:57:47.951 : ../models/spf_lut_sam1x5 | Iter: 69600, Sample:179200, GPixel:2.58e-03, dT:0.0026, rT:0.4467 +24-08-11 11:58:40.277 : ../models/spf_lut_sam1x5 | Iter: 69700, Sample:182400, GPixel:2.83e-03, dT:0.0025, rT:0.4464 +24-08-11 11:59:32.594 : ../models/spf_lut_sam1x5 | Iter: 69800, Sample:185600, GPixel:2.65e-03, dT:0.0025, rT:0.4463 +24-08-11 12:00:24.937 : ../models/spf_lut_sam1x5 | Iter: 69900, Sample:188800, GPixel:2.84e-03, dT:0.0027, rT:0.4478 +24-08-11 12:01:17.295 : ../models/spf_lut_sam1x5 | Iter: 70000, Sample:192000, GPixel:2.83e-03, dT:0.0028, rT:0.4485 +24-08-11 12:01:17.335 : Checkpoint saved 70000 +24-08-11 12:01:17.909 : Iter 70000 | Dataset Set5 | AVG Val PSNR: 30.901111 +24-08-11 12:01:20.453 : Iter 70000 | Dataset Set14 | AVG Val PSNR: 27.810899 +24-08-11 12:02:12.797 : ../models/spf_lut_sam1x5 | Iter: 70100, Sample:195200, GPixel:2.77e-03, dT:0.0027, rT:0.4467 +24-08-11 12:03:05.127 : ../models/spf_lut_sam1x5 | Iter: 70200, Sample:198400, GPixel:2.81e-03, dT:0.0026, rT:0.4464 +24-08-11 12:03:57.451 : ../models/spf_lut_sam1x5 | Iter: 70300, Sample:201600, GPixel:2.78e-03, dT:0.0025, rT:0.4467 +24-08-11 12:04:49.784 : ../models/spf_lut_sam1x5 | Iter: 70400, Sample:204800, GPixel:2.69e-03, dT:0.0026, rT:0.4478 +24-08-11 12:05:42.106 : ../models/spf_lut_sam1x5 | Iter: 70500, Sample:208000, GPixel:2.65e-03, dT:0.0025, rT:0.4471 +24-08-11 12:06:34.430 : ../models/spf_lut_sam1x5 | Iter: 70600, Sample:211200, GPixel:2.62e-03, dT:0.0025, rT:0.4467 +24-08-11 12:07:26.772 : ../models/spf_lut_sam1x5 | Iter: 70700, Sample:214400, GPixel:2.82e-03, dT:0.0026, rT:0.4475 +24-08-11 12:08:19.100 : ../models/spf_lut_sam1x5 | Iter: 70800, Sample:217600, GPixel:2.69e-03, dT:0.0026, rT:0.4465 +24-08-11 12:09:11.435 : ../models/spf_lut_sam1x5 | Iter: 70900, Sample:220800, GPixel:2.77e-03, dT:0.0026, rT:0.4466 +24-08-11 12:10:03.761 : ../models/spf_lut_sam1x5 | Iter: 71000, Sample:224000, GPixel:2.69e-03, dT:0.0026, rT:0.4465 +24-08-11 12:10:56.102 : ../models/spf_lut_sam1x5 | Iter: 71100, Sample:227200, GPixel:2.66e-03, dT:0.0027, rT:0.4464 +24-08-11 12:11:48.420 : ../models/spf_lut_sam1x5 | Iter: 71200, Sample:230400, GPixel:2.67e-03, dT:0.0025, rT:0.4465 +24-08-11 12:12:40.753 : ../models/spf_lut_sam1x5 | Iter: 71300, Sample:233600, GPixel:2.72e-03, dT:0.0026, rT:0.4467 +24-08-11 12:13:33.111 : ../models/spf_lut_sam1x5 | Iter: 71400, Sample:236800, GPixel:2.65e-03, dT:0.0027, rT:0.4480 +24-08-11 12:14:25.461 : ../models/spf_lut_sam1x5 | Iter: 71500, Sample:240000, GPixel:2.88e-03, dT:0.0028, rT:0.4465 +24-08-11 12:15:17.783 : ../models/spf_lut_sam1x5 | Iter: 71600, Sample:243200, GPixel:2.73e-03, dT:0.0026, rT:0.4462 +24-08-11 12:16:10.112 : ../models/spf_lut_sam1x5 | Iter: 71700, Sample:246400, GPixel:2.75e-03, dT:0.0026, rT:0.4479 +24-08-11 12:17:02.452 : ../models/spf_lut_sam1x5 | Iter: 71800, Sample:249600, GPixel:2.73e-03, dT:0.0026, rT:0.4475 +24-08-11 12:17:54.765 : ../models/spf_lut_sam1x5 | Iter: 71900, Sample:252800, GPixel:2.72e-03, dT:0.0025, rT:0.4472 +24-08-11 12:18:47.082 : ../models/spf_lut_sam1x5 | Iter: 72000, Sample:256000, GPixel:2.63e-03, dT:0.0025, rT:0.4468 +24-08-11 12:18:47.120 : Checkpoint saved 72000 +24-08-11 12:18:47.691 : Iter 72000 | Dataset Set5 | AVG Val PSNR: 30.912397 +24-08-11 12:18:50.231 : Iter 72000 | Dataset Set14 | AVG Val PSNR: 27.791691 +24-08-11 12:19:42.560 : ../models/spf_lut_sam1x5 | Iter: 72100, Sample:259200, GPixel:2.80e-03, dT:0.0025, rT:0.4476 +24-08-11 12:20:34.885 : ../models/spf_lut_sam1x5 | Iter: 72200, Sample:262400, GPixel:2.78e-03, dT:0.0025, rT:0.4473 +24-08-11 12:21:27.214 : ../models/spf_lut_sam1x5 | Iter: 72300, Sample:265600, GPixel:2.67e-03, dT:0.0026, rT:0.4470 +24-08-11 12:22:19.531 : ../models/spf_lut_sam1x5 | Iter: 72400, Sample:268800, GPixel:2.83e-03, dT:0.0025, rT:0.4465 +24-08-11 12:23:11.862 : ../models/spf_lut_sam1x5 | Iter: 72500, Sample:272000, GPixel:2.77e-03, dT:0.0025, rT:0.4471 +24-08-11 12:24:04.205 : ../models/spf_lut_sam1x5 | Iter: 72600, Sample:275200, GPixel:2.72e-03, dT:0.0027, rT:0.4468 +24-08-11 12:24:56.526 : ../models/spf_lut_sam1x5 | Iter: 72700, Sample:278400, GPixel:2.66e-03, dT:0.0026, rT:0.4463 +24-08-11 12:25:48.847 : ../models/spf_lut_sam1x5 | Iter: 72800, Sample:281600, GPixel:2.81e-03, dT:0.0025, rT:0.4467 +24-08-11 12:26:41.182 : ../models/spf_lut_sam1x5 | Iter: 72900, Sample:284800, GPixel:2.79e-03, dT:0.0026, rT:0.4463 +24-08-11 12:27:33.526 : ../models/spf_lut_sam1x5 | Iter: 73000, Sample:288000, GPixel:2.70e-03, dT:0.0027, rT:0.4466 +24-08-11 12:28:25.883 : ../models/spf_lut_sam1x5 | Iter: 73100, Sample:291200, GPixel:2.85e-03, dT:0.0028, rT:0.4478 +24-08-11 12:29:18.226 : ../models/spf_lut_sam1x5 | Iter: 73200, Sample:294400, GPixel:2.61e-03, dT:0.0027, rT:0.4466 +24-08-11 12:30:10.559 : ../models/spf_lut_sam1x5 | Iter: 73300, Sample:297600, GPixel:2.78e-03, dT:0.0027, rT:0.4463 +24-08-11 12:31:02.902 : ../models/spf_lut_sam1x5 | Iter: 73400, Sample:300800, GPixel:2.73e-03, dT:0.0027, rT:0.4469 +24-08-11 12:31:55.235 : ../models/spf_lut_sam1x5 | Iter: 73500, Sample:304000, GPixel:2.78e-03, dT:0.0027, rT:0.4462 +24-08-11 12:32:47.558 : ../models/spf_lut_sam1x5 | Iter: 73600, Sample:307200, GPixel:2.72e-03, dT:0.0025, rT:0.4463 +24-08-11 12:33:39.869 : ../models/spf_lut_sam1x5 | Iter: 73700, Sample:310400, GPixel:2.70e-03, dT:0.0025, rT:0.4463 +24-08-11 12:34:32.176 : ../models/spf_lut_sam1x5 | Iter: 73800, Sample:313600, GPixel:2.84e-03, dT:0.0025, rT:0.4465 +24-08-11 12:35:24.494 : ../models/spf_lut_sam1x5 | Iter: 73900, Sample:316800, GPixel:2.69e-03, dT:0.0026, rT:0.4465 +24-08-11 12:36:16.823 : ../models/spf_lut_sam1x5 | Iter: 74000, Sample:320000, GPixel:2.78e-03, dT:0.0026, rT:0.4476 +24-08-11 12:36:16.863 : Checkpoint saved 74000 +24-08-11 12:36:17.441 : Iter 74000 | Dataset Set5 | AVG Val PSNR: 30.818984 +24-08-11 12:36:19.912 : Iter 74000 | Dataset Set14 | AVG Val PSNR: 27.760625 +24-08-11 12:37:12.252 : ../models/spf_lut_sam1x5 | Iter: 74100, Sample:323200, GPixel:2.75e-03, dT:0.0027, rT:0.4462 +24-08-11 12:38:04.591 : ../models/spf_lut_sam1x5 | Iter: 74200, Sample:326400, GPixel:2.69e-03, dT:0.0026, rT:0.4464 +24-08-11 12:38:56.958 : ../models/spf_lut_sam1x5 | Iter: 74300, Sample:329600, GPixel:2.80e-03, dT:0.0029, rT:0.4481 +24-08-11 12:39:49.316 : ../models/spf_lut_sam1x5 | Iter: 74400, Sample:332800, GPixel:2.79e-03, dT:0.0028, rT:0.4474 +24-08-11 12:40:41.687 : ../models/spf_lut_sam1x5 | Iter: 74500, Sample:336000, GPixel:2.82e-03, dT:0.0028, rT:0.4472 +24-08-11 12:41:34.055 : ../models/spf_lut_sam1x5 | Iter: 74600, Sample:339200, GPixel:2.80e-03, dT:0.0029, rT:0.4490 +24-08-11 12:42:26.396 : ../models/spf_lut_sam1x5 | Iter: 74700, Sample:342400, GPixel:2.90e-03, dT:0.0027, rT:0.4466 +24-08-11 12:43:18.724 : ../models/spf_lut_sam1x5 | Iter: 74800, Sample:345600, GPixel:2.77e-03, dT:0.0026, rT:0.4463 +24-08-11 12:44:11.069 : ../models/spf_lut_sam1x5 | Iter: 74900, Sample:348800, GPixel:2.67e-03, dT:0.0027, rT:0.4466 +24-08-11 12:45:03.447 : ../models/spf_lut_sam1x5 | Iter: 75000, Sample:352000, GPixel:2.65e-03, dT:0.0029, rT:0.4471 +24-08-11 12:45:55.801 : ../models/spf_lut_sam1x5 | Iter: 75100, Sample:355200, GPixel:2.83e-03, dT:0.0027, rT:0.4472 +24-08-11 12:46:48.149 : ../models/spf_lut_sam1x5 | Iter: 75200, Sample:358400, GPixel:2.61e-03, dT:0.0027, rT:0.4471 +24-08-11 12:47:40.497 : ../models/spf_lut_sam1x5 | Iter: 75300, Sample:361600, GPixel:2.80e-03, dT:0.0027, rT:0.4471 +24-08-11 12:48:32.832 : ../models/spf_lut_sam1x5 | Iter: 75400, Sample:364800, GPixel:2.60e-03, dT:0.0027, rT:0.4471 +24-08-11 12:49:25.181 : ../models/spf_lut_sam1x5 | Iter: 75500, Sample:368000, GPixel:2.60e-03, dT:0.0027, rT:0.4472 +24-08-11 12:50:17.677 : ../models/spf_lut_sam1x5 | Iter: 75600, Sample:371200, GPixel:2.66e-03, dT:0.0032, rT:0.4494 +24-08-11 12:51:10.083 : ../models/spf_lut_sam1x5 | Iter: 75700, Sample:374400, GPixel:2.88e-03, dT:0.0028, rT:0.4482 +24-08-11 12:52:02.487 : ../models/spf_lut_sam1x5 | Iter: 75800, Sample:377600, GPixel:2.73e-03, dT:0.0028, rT:0.4487 +24-08-11 12:52:54.870 : ../models/spf_lut_sam1x5 | Iter: 75900, Sample:380800, GPixel:2.68e-03, dT:0.0027, rT:0.4487 +24-08-11 12:53:47.260 : ../models/spf_lut_sam1x5 | Iter: 76000, Sample:384000, GPixel:2.69e-03, dT:0.0027, rT:0.4484 +24-08-11 12:53:47.301 : Checkpoint saved 76000 +24-08-11 12:53:47.888 : Iter 76000 | Dataset Set5 | AVG Val PSNR: 30.902530 +24-08-11 12:53:50.473 : Iter 76000 | Dataset Set14 | AVG Val PSNR: 27.816164 +24-08-11 12:54:42.873 : ../models/spf_lut_sam1x5 | Iter: 76100, Sample:387200, GPixel:2.75e-03, dT:0.0028, rT:0.4492 +24-08-11 12:55:35.281 : ../models/spf_lut_sam1x5 | Iter: 76200, Sample:390400, GPixel:2.73e-03, dT:0.0029, rT:0.4490 +24-08-11 12:56:27.692 : ../models/spf_lut_sam1x5 | Iter: 76300, Sample:393600, GPixel:2.70e-03, dT:0.0029, rT:0.4495 +24-08-11 12:57:20.092 : ../models/spf_lut_sam1x5 | Iter: 76400, Sample:396800, GPixel:2.77e-03, dT:0.0028, rT:0.4490 +24-08-11 12:58:12.493 : ../models/spf_lut_sam1x5 | Iter: 76500, Sample:400000, GPixel:2.74e-03, dT:0.0028, rT:0.4494 +24-08-11 12:59:06.872 : ../models/spf_lut_sam1x5 | Iter: 76600, Sample:403200, GPixel:2.66e-03, dT:0.0061, rT:0.4649 +24-08-11 12:59:59.278 : ../models/spf_lut_sam1x5 | Iter: 76700, Sample:406400, GPixel:2.76e-03, dT:0.0029, rT:0.4496 +24-08-11 13:00:51.703 : ../models/spf_lut_sam1x5 | Iter: 76800, Sample:409600, GPixel:2.68e-03, dT:0.0030, rT:0.4498 +24-08-11 13:01:44.117 : ../models/spf_lut_sam1x5 | Iter: 76900, Sample:412800, GPixel:2.68e-03, dT:0.0029, rT:0.4488 +24-08-11 13:02:36.526 : ../models/spf_lut_sam1x5 | Iter: 77000, Sample:416000, GPixel:2.65e-03, dT:0.0028, rT:0.4494 +24-08-11 13:03:28.950 : ../models/spf_lut_sam1x5 | Iter: 77100, Sample:419200, GPixel:2.82e-03, dT:0.0029, rT:0.4496 +24-08-11 13:04:21.346 : ../models/spf_lut_sam1x5 | Iter: 77200, Sample:422400, GPixel:2.77e-03, dT:0.0028, rT:0.4487 +24-08-11 13:05:13.746 : ../models/spf_lut_sam1x5 | Iter: 77300, Sample:425600, GPixel:2.68e-03, dT:0.0028, rT:0.4491 +24-08-11 13:06:06.452 : ../models/spf_lut_sam1x5 | Iter: 77400, Sample:428800, GPixel:2.70e-03, dT:0.0035, rT:0.4505 +24-08-11 13:07:00.385 : ../models/spf_lut_sam1x5 | Iter: 77500, Sample:432000, GPixel:2.59e-03, dT:0.0054, rT:0.4595 +24-08-11 13:07:52.798 : ../models/spf_lut_sam1x5 | Iter: 77600, Sample:435200, GPixel:2.70e-03, dT:0.0029, rT:0.4496 +24-08-11 13:08:45.236 : ../models/spf_lut_sam1x5 | Iter: 77700, Sample:438400, GPixel:2.80e-03, dT:0.0030, rT:0.4478 +24-08-11 13:09:37.682 : ../models/spf_lut_sam1x5 | Iter: 77800, Sample:441600, GPixel:2.66e-03, dT:0.0032, rT:0.4492 +24-08-11 13:10:30.112 : ../models/spf_lut_sam1x5 | Iter: 77900, Sample:444800, GPixel:2.73e-03, dT:0.0030, rT:0.4493 +24-08-11 13:11:22.530 : ../models/spf_lut_sam1x5 | Iter: 78000, Sample:448000, GPixel:2.66e-03, dT:0.0030, rT:0.4491 +24-08-11 13:11:22.571 : Checkpoint saved 78000 +24-08-11 13:11:23.160 : Iter 78000 | Dataset Set5 | AVG Val PSNR: 30.926997 +24-08-11 13:11:25.773 : Iter 78000 | Dataset Set14 | AVG Val PSNR: 27.814732 +24-08-11 13:12:18.191 : ../models/spf_lut_sam1x5 | Iter: 78100, Sample:451200, GPixel:2.70e-03, dT:0.0029, rT:0.4489 +24-08-11 13:13:10.616 : ../models/spf_lut_sam1x5 | Iter: 78200, Sample:454400, GPixel:2.85e-03, dT:0.0030, rT:0.4489 +24-08-11 13:14:05.138 : ../models/spf_lut_sam1x5 | Iter: 78300, Sample:457600, GPixel:2.76e-03, dT:0.0056, rT:0.4656 +24-08-11 13:14:57.622 : 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13:28:59.621 : Checkpoint saved 80000 +24-08-11 13:29:00.487 : Iter 80000 | Dataset Set5 | AVG Val PSNR: 30.911638 +24-08-11 13:29:04.228 : Iter 80000 | Dataset Set14 | AVG Val PSNR: 27.801477 +24-08-11 13:29:57.403 : ../models/spf_lut_sam1x5 | Iter: 80100, Sample:515200, GPixel:2.76e-03, dT:0.0040, rT:0.4537 +24-08-11 13:30:49.808 : ../models/spf_lut_sam1x5 | Iter: 80200, Sample:518400, GPixel:2.88e-03, dT:0.0029, rT:0.4487 +24-08-11 13:31:42.270 : ../models/spf_lut_sam1x5 | Iter: 80300, Sample:521600, GPixel:2.56e-03, dT:0.0033, rT:0.4491 +24-08-11 13:32:34.688 : ../models/spf_lut_sam1x5 | Iter: 80400, Sample:524800, GPixel:2.74e-03, dT:0.0030, rT:0.4485 +24-08-11 13:33:27.119 : ../models/spf_lut_sam1x5 | Iter: 80500, Sample:528000, GPixel:2.75e-03, dT:0.0031, rT:0.4497 +24-08-11 13:34:19.530 : ../models/spf_lut_sam1x5 | Iter: 80600, Sample:531200, GPixel:2.85e-03, dT:0.0030, rT:0.4491 +24-08-11 13:35:11.938 : ../models/spf_lut_sam1x5 | Iter: 80700, Sample:534400, GPixel:2.81e-03, 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GPixel:2.76e-03, dT:0.0030, rT:0.4488 +24-08-11 14:04:13.063 : ../models/spf_lut_sam1x5 | Iter: 84000, Sample:640000, GPixel:2.82e-03, dT:0.0030, rT:0.4497 +24-08-11 14:04:13.103 : Checkpoint saved 84000 +24-08-11 14:04:13.655 : Iter 84000 | Dataset Set5 | AVG Val PSNR: 30.949550 +24-08-11 14:04:16.128 : Iter 84000 | Dataset Set14 | AVG Val PSNR: 27.839004 +24-08-11 14:05:08.558 : ../models/spf_lut_sam1x5 | Iter: 84100, Sample:643200, GPixel:2.73e-03, dT:0.0032, rT:0.4481 +24-08-11 14:06:00.973 : ../models/spf_lut_sam1x5 | Iter: 84200, Sample:646400, GPixel:2.76e-03, dT:0.0031, rT:0.4478 +24-08-11 14:06:54.166 : ../models/spf_lut_sam1x5 | Iter: 84300, Sample:649600, GPixel:2.79e-03, dT:0.0042, rT:0.4540 +24-08-11 14:07:47.685 : ../models/spf_lut_sam1x5 | Iter: 84400, Sample:652800, GPixel:2.67e-03, dT:0.0047, rT:0.4574 +24-08-11 14:08:40.087 : ../models/spf_lut_sam1x5 | Iter: 84500, Sample:656000, GPixel:2.70e-03, dT:0.0030, rT:0.4475 +24-08-11 14:09:32.489 : ../models/spf_lut_sam1x5 | Iter: 84600, Sample:659200, GPixel:2.66e-03, dT:0.0030, rT:0.4481 +24-08-11 14:10:24.883 : ../models/spf_lut_sam1x5 | Iter: 84700, Sample:662400, GPixel:2.79e-03, dT:0.0030, rT:0.4475 +24-08-11 14:11:17.285 : ../models/spf_lut_sam1x5 | Iter: 84800, Sample:665600, GPixel:2.80e-03, dT:0.0030, rT:0.4480 +24-08-11 14:12:09.690 : ../models/spf_lut_sam1x5 | Iter: 84900, Sample:668800, GPixel:2.68e-03, dT:0.0031, rT:0.4489 +24-08-11 14:13:02.100 : ../models/spf_lut_sam1x5 | Iter: 85000, Sample:672000, GPixel:2.77e-03, dT:0.0030, rT:0.4484 +24-08-11 14:13:54.503 : ../models/spf_lut_sam1x5 | Iter: 85100, Sample:675200, GPixel:2.87e-03, dT:0.0031, rT:0.4473 +24-08-11 14:14:48.785 : ../models/spf_lut_sam1x5 | Iter: 85200, Sample:678400, GPixel:2.58e-03, dT:0.0056, rT:0.4631 +24-08-11 14:15:41.178 : ../models/spf_lut_sam1x5 | Iter: 85300, Sample:681600, GPixel:2.73e-03, dT:0.0030, rT:0.4478 +24-08-11 14:16:33.576 : ../models/spf_lut_sam1x5 | Iter: 85400, Sample:684800, GPixel:2.72e-03, dT:0.0030, rT:0.4492 +24-08-11 14:17:25.995 : ../models/spf_lut_sam1x5 | Iter: 85500, Sample:688000, GPixel:2.81e-03, dT:0.0032, rT:0.4485 +24-08-11 14:18:18.395 : ../models/spf_lut_sam1x5 | Iter: 85600, Sample:691200, GPixel:2.71e-03, dT:0.0030, rT:0.4486 +24-08-11 14:19:10.798 : ../models/spf_lut_sam1x5 | Iter: 85700, Sample:694400, GPixel:2.76e-03, dT:0.0029, rT:0.4480 +24-08-11 14:20:03.205 : ../models/spf_lut_sam1x5 | Iter: 85800, Sample:697600, GPixel:2.76e-03, dT:0.0030, rT:0.4474 +24-08-11 14:20:55.613 : ../models/spf_lut_sam1x5 | Iter: 85900, Sample:700800, GPixel:2.75e-03, dT:0.0030, rT:0.4480 +24-08-11 14:21:48.028 : ../models/spf_lut_sam1x5 | Iter: 86000, Sample:704000, GPixel:2.67e-03, dT:0.0031, rT:0.4486 +24-08-11 14:21:48.068 : Checkpoint saved 86000 +24-08-11 14:21:48.639 : Iter 86000 | Dataset Set5 | AVG Val PSNR: 30.959099 +24-08-11 14:21:51.034 : Iter 86000 | Dataset Set14 | AVG Val PSNR: 27.828436 +24-08-11 14:22:45.636 : ../models/spf_lut_sam1x5 | Iter: 86100, Sample:707200, GPixel:2.71e-03, dT:0.0078, rT:0.4627 +24-08-11 14:23:38.039 : ../models/spf_lut_sam1x5 | Iter: 86200, Sample:710400, GPixel:2.71e-03, dT:0.0030, rT:0.4472 +24-08-11 14:24:30.451 : ../models/spf_lut_sam1x5 | Iter: 86300, Sample:713600, GPixel:2.72e-03, dT:0.0030, rT:0.4479 +24-08-11 14:25:22.848 : ../models/spf_lut_sam1x5 | Iter: 86400, Sample:716800, GPixel:2.75e-03, dT:0.0030, rT:0.4473 +24-08-11 14:26:15.241 : ../models/spf_lut_sam1x5 | Iter: 86500, Sample:720000, GPixel:2.72e-03, dT:0.0030, rT:0.4477 +24-08-11 14:27:07.643 : ../models/spf_lut_sam1x5 | Iter: 86600, Sample:723200, GPixel:2.79e-03, dT:0.0030, rT:0.4480 +24-08-11 14:28:00.035 : ../models/spf_lut_sam1x5 | Iter: 86700, Sample:726400, GPixel:2.71e-03, dT:0.0029, rT:0.4472 +24-08-11 14:28:52.439 : ../models/spf_lut_sam1x5 | Iter: 86800, Sample:729600, GPixel:2.70e-03, dT:0.0030, rT:0.4478 +24-08-11 14:29:46.199 : ../models/spf_lut_sam1x5 | Iter: 86900, Sample:732800, GPixel:2.61e-03, dT:0.0047, rT:0.4585 +24-08-11 14:30:39.340 : ../models/spf_lut_sam1x5 | Iter: 87000, Sample:736000, GPixel:2.69e-03, dT:0.0042, rT:0.4530 +24-08-11 14:31:31.725 : ../models/spf_lut_sam1x5 | Iter: 87100, Sample:739200, GPixel:2.65e-03, dT:0.0029, rT:0.4473 +24-08-11 14:32:24.102 : ../models/spf_lut_sam1x5 | Iter: 87200, Sample:742400, GPixel:2.71e-03, dT:0.0028, rT:0.4473 +24-08-11 14:33:16.496 : ../models/spf_lut_sam1x5 | Iter: 87300, Sample:745600, GPixel:2.86e-03, dT:0.0030, rT:0.4467 +24-08-11 14:34:08.880 : ../models/spf_lut_sam1x5 | Iter: 87400, Sample:748800, GPixel:2.80e-03, dT:0.0029, rT:0.4467 +24-08-11 14:35:01.270 : ../models/spf_lut_sam1x5 | Iter: 87500, Sample:752000, GPixel:2.66e-03, dT:0.0030, rT:0.4473 +24-08-11 14:35:53.654 : ../models/spf_lut_sam1x5 | Iter: 87600, Sample:755200, GPixel:2.66e-03, dT:0.0029, rT:0.4473 +24-08-11 14:36:46.035 : ../models/spf_lut_sam1x5 | Iter: 87700, Sample:758400, GPixel:2.65e-03, dT:0.0028, rT:0.4471 +24-08-11 14:37:40.406 : ../models/spf_lut_sam1x5 | Iter: 87800, Sample:761600, GPixel:2.70e-03, dT:0.0054, rT:0.4639 +24-08-11 14:38:32.806 : ../models/spf_lut_sam1x5 | Iter: 87900, Sample:764800, GPixel:2.76e-03, dT:0.0029, rT:0.4473 +24-08-11 14:39:25.195 : ../models/spf_lut_sam1x5 | Iter: 88000, Sample:768000, GPixel:2.69e-03, dT:0.0029, rT:0.4471 +24-08-11 14:39:25.235 : Checkpoint saved 88000 +24-08-11 14:39:25.809 : Iter 88000 | Dataset Set5 | AVG Val PSNR: 30.938732 +24-08-11 14:39:28.411 : Iter 88000 | Dataset Set14 | AVG Val PSNR: 27.825899 +24-08-11 14:40:20.817 : ../models/spf_lut_sam1x5 | Iter: 88100, Sample:771200, GPixel:2.73e-03, dT:0.0030, rT:0.4471 +24-08-11 14:41:13.234 : ../models/spf_lut_sam1x5 | Iter: 88200, Sample:774400, GPixel:2.70e-03, dT:0.0031, rT:0.4476 +24-08-11 14:42:05.649 : ../models/spf_lut_sam1x5 | Iter: 88300, Sample:777600, GPixel:2.69e-03, dT:0.0030, rT:0.4471 +24-08-11 14:42:58.031 : ../models/spf_lut_sam1x5 | Iter: 88400, Sample:780800, GPixel:2.68e-03, dT:0.0028, rT:0.4472 +24-08-11 14:43:50.417 : 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14:57:03.749 : Iter 90000 | Dataset Set14 | AVG Val PSNR: 27.850039 +24-08-11 14:57:56.136 : ../models/spf_lut_sam1x5 | Iter: 90100, Sample:835200, GPixel:2.74e-03, dT:0.0029, rT:0.4474 +24-08-11 14:58:48.519 : ../models/spf_lut_sam1x5 | Iter: 90200, Sample:838400, GPixel:2.87e-03, dT:0.0029, rT:0.4474 +24-08-11 14:59:40.904 : ../models/spf_lut_sam1x5 | Iter: 90300, Sample:841600, GPixel:2.73e-03, dT:0.0029, rT:0.4471 +24-08-11 15:00:35.702 : ../models/spf_lut_sam1x5 | Iter: 90400, Sample:844800, GPixel:2.69e-03, dT:0.0054, rT:0.4688 +24-08-11 15:01:28.088 : ../models/spf_lut_sam1x5 | Iter: 90500, Sample:848000, GPixel:2.71e-03, dT:0.0029, rT:0.4478 +24-08-11 15:02:20.460 : ../models/spf_lut_sam1x5 | Iter: 90600, Sample:851200, GPixel:2.70e-03, dT:0.0028, rT:0.4472 +24-08-11 15:03:12.837 : ../models/spf_lut_sam1x5 | Iter: 90700, Sample:854400, GPixel:2.79e-03, dT:0.0028, rT:0.4477 +24-08-11 15:04:05.222 : ../models/spf_lut_sam1x5 | Iter: 90800, Sample:857600, GPixel:2.77e-03, 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rT:0.4482 +24-08-11 15:18:10.703 : ../models/spf_lut_sam1x5 | Iter: 92400, Sample:908800, GPixel:2.74e-03, dT:0.0031, rT:0.4491 +24-08-11 15:19:03.095 : ../models/spf_lut_sam1x5 | Iter: 92500, Sample:912000, GPixel:2.73e-03, dT:0.0029, rT:0.4475 +24-08-11 15:19:55.486 : ../models/spf_lut_sam1x5 | Iter: 92600, Sample:915200, GPixel:2.80e-03, dT:0.0029, rT:0.4471 +24-08-11 15:20:47.913 : ../models/spf_lut_sam1x5 | Iter: 92700, Sample:918400, GPixel:2.73e-03, dT:0.0031, rT:0.4479 +24-08-11 15:21:40.294 : ../models/spf_lut_sam1x5 | Iter: 92800, Sample:921600, GPixel:2.75e-03, dT:0.0028, rT:0.4469 +24-08-11 15:22:32.702 : ../models/spf_lut_sam1x5 | Iter: 92900, Sample:924800, GPixel:2.79e-03, dT:0.0031, rT:0.4492 +24-08-11 15:23:27.304 : ../models/spf_lut_sam1x5 | Iter: 93000, Sample:928000, GPixel:2.77e-03, dT:0.0053, rT:0.4672 +24-08-11 15:24:19.697 : ../models/spf_lut_sam1x5 | Iter: 93100, Sample:931200, GPixel:2.74e-03, dT:0.0029, rT:0.4486 +24-08-11 15:25:12.081 : 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GPixel:2.73e-03, dT:0.0030, rT:0.4477 +24-08-11 15:32:12.969 : Checkpoint saved 94000 +24-08-11 15:32:13.542 : Iter 94000 | Dataset Set5 | AVG Val PSNR: 30.947789 +24-08-11 15:32:16.096 : Iter 94000 | Dataset Set14 | AVG Val PSNR: 27.849582 +24-08-11 15:33:08.493 : ../models/spf_lut_sam1x5 | Iter: 94100, Sample:963200, GPixel:2.75e-03, dT:0.0030, rT:0.4490 +24-08-11 15:34:00.890 : ../models/spf_lut_sam1x5 | Iter: 94200, Sample:966400, GPixel:2.77e-03, dT:0.0030, rT:0.4472 +24-08-11 15:34:53.291 : ../models/spf_lut_sam1x5 | Iter: 94300, Sample:969600, GPixel:2.76e-03, dT:0.0029, rT:0.4476 +24-08-11 15:35:45.678 : ../models/spf_lut_sam1x5 | Iter: 94400, Sample:972800, GPixel:2.58e-03, dT:0.0029, rT:0.4468 +24-08-11 15:36:38.075 : ../models/spf_lut_sam1x5 | Iter: 94500, Sample:976000, GPixel:2.57e-03, dT:0.0030, rT:0.4470 +24-08-11 15:37:30.446 : ../models/spf_lut_sam1x5 | Iter: 94600, Sample:979200, GPixel:2.69e-03, dT:0.0027, rT:0.4468 +24-08-11 15:38:24.609 : ../models/spf_lut_sam1x5 | Iter: 94700, Sample:982400, GPixel:2.66e-03, dT:0.0053, rT:0.4618 +24-08-11 15:39:17.023 : ../models/spf_lut_sam1x5 | Iter: 94800, Sample:985600, GPixel:2.76e-03, dT:0.0030, rT:0.4483 +24-08-11 15:40:09.455 : ../models/spf_lut_sam1x5 | Iter: 94900, Sample:988800, GPixel:2.72e-03, dT:0.0032, rT:0.4482 +24-08-11 15:41:01.848 : ../models/spf_lut_sam1x5 | Iter: 95000, Sample:992000, GPixel:2.78e-03, dT:0.0030, rT:0.4471 +24-08-11 15:41:54.248 : ../models/spf_lut_sam1x5 | Iter: 95100, Sample:995200, GPixel:2.73e-03, dT:0.0030, rT:0.4479 +24-08-11 15:42:46.664 : ../models/spf_lut_sam1x5 | Iter: 95200, Sample:998400, GPixel:2.62e-03, dT:0.0031, rT:0.4475 +24-08-11 15:43:39.085 : ../models/spf_lut_sam1x5 | Iter: 95300, Sample:1001600, GPixel:2.69e-03, dT:0.0031, rT:0.4475 +24-08-11 15:44:31.476 : ../models/spf_lut_sam1x5 | Iter: 95400, Sample:1004800, GPixel:2.75e-03, dT:0.0029, rT:0.4477 +24-08-11 15:45:24.088 : ../models/spf_lut_sam1x5 | Iter: 95500, Sample:1008000, GPixel:2.63e-03, dT:0.0032, rT:0.4487 +24-08-11 15:46:18.543 : ../models/spf_lut_sam1x5 | Iter: 95600, Sample:1011200, GPixel:2.58e-03, dT:0.0063, rT:0.4639 +24-08-11 15:47:10.960 : ../models/spf_lut_sam1x5 | Iter: 95700, Sample:1014400, GPixel:2.70e-03, dT:0.0031, rT:0.4484 +24-08-11 15:48:03.384 : ../models/spf_lut_sam1x5 | Iter: 95800, Sample:1017600, GPixel:2.79e-03, dT:0.0031, rT:0.4478 +24-08-11 15:48:55.792 : ../models/spf_lut_sam1x5 | Iter: 95900, Sample:1020800, GPixel:2.79e-03, dT:0.0030, rT:0.4479 +24-08-11 15:49:48.188 : ../models/spf_lut_sam1x5 | Iter: 96000, Sample:1024000, GPixel:2.83e-03, dT:0.0030, rT:0.4474 +24-08-11 15:49:48.228 : Checkpoint saved 96000 +24-08-11 15:49:48.796 : Iter 96000 | Dataset Set5 | AVG Val PSNR: 30.944564 +24-08-11 15:49:51.339 : Iter 96000 | Dataset Set14 | AVG Val PSNR: 27.848081 +24-08-11 15:50:43.726 : ../models/spf_lut_sam1x5 | Iter: 96100, Sample:1027200, GPixel:2.69e-03, dT:0.0029, rT:0.4474 +24-08-11 15:51:36.110 : ../models/spf_lut_sam1x5 | Iter: 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dT:0.0029, rT:0.4472 +24-08-11 15:59:29.833 : ../models/spf_lut_sam1x5 | Iter: 97100, Sample:1059200, GPixel:2.81e-03, dT:0.0028, rT:0.4481 +24-08-11 16:00:22.204 : ../models/spf_lut_sam1x5 | Iter: 97200, Sample:1062400, GPixel:2.66e-03, dT:0.0028, rT:0.4472 +24-08-11 16:01:16.203 : ../models/spf_lut_sam1x5 | Iter: 97300, Sample:1065600, GPixel:2.70e-03, dT:0.0055, rT:0.4611 +24-08-11 16:02:08.623 : ../models/spf_lut_sam1x5 | Iter: 97400, Sample:1068800, GPixel:2.79e-03, dT:0.0031, rT:0.4485 +24-08-11 16:03:01.019 : ../models/spf_lut_sam1x5 | Iter: 97500, Sample:1072000, GPixel:2.89e-03, dT:0.0030, rT:0.4474 +24-08-11 16:03:53.416 : ../models/spf_lut_sam1x5 | Iter: 97600, Sample:1075200, GPixel:2.60e-03, dT:0.0030, rT:0.4486 +24-08-11 16:04:45.811 : ../models/spf_lut_sam1x5 | Iter: 97700, Sample:1078400, GPixel:2.80e-03, dT:0.0029, rT:0.4500 +24-08-11 16:05:38.220 : ../models/spf_lut_sam1x5 | Iter: 97800, Sample:1081600, GPixel:2.79e-03, dT:0.0030, rT:0.4491 +24-08-11 16:06:30.610 : ../models/spf_lut_sam1x5 | Iter: 97900, Sample:1084800, GPixel:2.76e-03, dT:0.0029, rT:0.4474 +24-08-11 16:07:23.009 : ../models/spf_lut_sam1x5 | Iter: 98000, Sample:1088000, GPixel:2.89e-03, dT:0.0030, rT:0.4472 +24-08-11 16:07:23.048 : Checkpoint saved 98000 +24-08-11 16:07:23.623 : Iter 98000 | Dataset Set5 | AVG Val PSNR: 30.933274 +24-08-11 16:07:26.176 : Iter 98000 | Dataset Set14 | AVG Val PSNR: 27.821096 +24-08-11 16:08:19.576 : ../models/spf_lut_sam1x5 | Iter: 98100, Sample:1091200, GPixel:2.72e-03, dT:0.0043, rT:0.4555 +24-08-11 16:09:13.183 : ../models/spf_lut_sam1x5 | Iter: 98200, Sample:1094400, GPixel:2.81e-03, dT:0.0043, rT:0.4571 +24-08-11 16:10:05.612 : ../models/spf_lut_sam1x5 | Iter: 98300, Sample:1097600, GPixel:2.64e-03, dT:0.0031, rT:0.4469 +24-08-11 16:10:58.003 : ../models/spf_lut_sam1x5 | Iter: 98400, Sample:1100800, GPixel:2.73e-03, dT:0.0029, rT:0.4477 +24-08-11 16:11:50.404 : ../models/spf_lut_sam1x5 | Iter: 98500, Sample:1104000, GPixel:2.61e-03, dT:0.0030, rT:0.4471 +24-08-11 16:12:42.804 : ../models/spf_lut_sam1x5 | Iter: 98600, Sample:1107200, GPixel:2.63e-03, dT:0.0030, rT:0.4471 +24-08-11 16:13:35.210 : ../models/spf_lut_sam1x5 | Iter: 98700, Sample:1110400, GPixel:2.72e-03, dT:0.0030, rT:0.4478 +24-08-11 16:14:27.579 : ../models/spf_lut_sam1x5 | Iter: 98800, Sample:1113600, GPixel:2.72e-03, dT:0.0028, rT:0.4470 +24-08-11 16:15:19.978 : ../models/spf_lut_sam1x5 | Iter: 98900, Sample:1116800, GPixel:2.77e-03, dT:0.0030, rT:0.4492 +24-08-11 16:16:14.129 : ../models/spf_lut_sam1x5 | Iter: 99000, Sample:1120000, GPixel:2.69e-03, dT:0.0048, rT:0.4621 +24-08-11 16:17:06.522 : ../models/spf_lut_sam1x5 | Iter: 99100, Sample:1123200, GPixel:2.80e-03, dT:0.0029, rT:0.4479 +24-08-11 16:17:58.908 : ../models/spf_lut_sam1x5 | Iter: 99200, Sample:1126400, GPixel:2.90e-03, dT:0.0029, rT:0.4475 +24-08-11 16:18:51.334 : ../models/spf_lut_sam1x5 | Iter: 99300, Sample:1129600, GPixel:2.65e-03, dT:0.0033, rT:0.4476 +24-08-11 16:19:43.731 : ../models/spf_lut_sam1x5 | Iter: 99400, Sample:1132800, GPixel:2.74e-03, dT:0.0030, rT:0.4474 +24-08-11 16:20:36.152 : ../models/spf_lut_sam1x5 | Iter: 99500, Sample:1136000, GPixel:2.63e-03, dT:0.0031, rT:0.4471 +24-08-11 16:21:28.545 : ../models/spf_lut_sam1x5 | Iter: 99600, Sample:1139200, GPixel:2.77e-03, dT:0.0030, rT:0.4472 +24-08-11 16:22:20.942 : ../models/spf_lut_sam1x5 | Iter: 99700, Sample:1142400, GPixel:2.74e-03, dT:0.0030, rT:0.4493 +24-08-11 16:23:13.333 : ../models/spf_lut_sam1x5 | Iter: 99800, Sample:1145600, GPixel:2.70e-03, dT:0.0029, rT:0.4473 +24-08-11 16:24:07.821 : ../models/spf_lut_sam1x5 | Iter: 99900, Sample:1148800, GPixel:2.95e-03, dT:0.0062, rT:0.4635 +24-08-11 16:25:00.228 : ../models/spf_lut_sam1x5 | Iter:100000, Sample:1152000, GPixel:2.71e-03, dT:0.0029, rT:0.4485 +24-08-11 16:25:00.267 : Checkpoint saved 100000 +24-08-11 16:25:00.845 : Iter 100000 | Dataset Set5 | AVG Val PSNR: 30.938637 +24-08-11 16:25:03.304 : Iter 100000 | Dataset Set14 | AVG Val PSNR: 27.831904 +24-08-11 16:25:55.726 : ../models/spf_lut_sam1x5 | Iter:100100, Sample:1155200, GPixel:2.74e-03, dT:0.0032, rT:0.4486 +24-08-11 16:26:48.105 : ../models/spf_lut_sam1x5 | Iter:100200, Sample:1158400, GPixel:2.83e-03, dT:0.0028, rT:0.4473 +24-08-11 16:27:40.475 : ../models/spf_lut_sam1x5 | Iter:100300, Sample:1161600, GPixel:2.67e-03, dT:0.0028, rT:0.4468 +24-08-11 16:28:32.858 : ../models/spf_lut_sam1x5 | Iter:100400, Sample:1164800, GPixel:2.58e-03, dT:0.0029, rT:0.4478 +24-08-11 16:29:25.254 : ../models/spf_lut_sam1x5 | Iter:100500, Sample:1168000, GPixel:2.72e-03, dT:0.0029, rT:0.4480 +24-08-11 16:30:17.649 : ../models/spf_lut_sam1x5 | Iter:100600, Sample:1171200, GPixel:2.67e-03, dT:0.0030, rT:0.4477 +24-08-11 16:31:11.772 : ../models/spf_lut_sam1x5 | Iter:100700, Sample:1174400, GPixel:2.82e-03, dT:0.0051, rT:0.4625 +24-08-11 16:32:04.652 : ../models/spf_lut_sam1x5 | Iter:100800, Sample:1177600, GPixel:2.59e-03, dT:0.0036, rT:0.4519 +24-08-11 16:32:57.040 : 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Sample:1206400, GPixel:2.78e-03, dT:0.0029, rT:0.4477 +24-08-11 16:40:50.397 : ../models/spf_lut_sam1x5 | Iter:101800, Sample:1209600, GPixel:2.72e-03, dT:0.0030, rT:0.4479 +24-08-11 16:41:42.784 : ../models/spf_lut_sam1x5 | Iter:101900, Sample:1212800, GPixel:2.79e-03, dT:0.0029, rT:0.4478 +24-08-11 16:42:35.186 : ../models/spf_lut_sam1x5 | Iter:102000, Sample:1216000, GPixel:2.72e-03, dT:0.0030, rT:0.4474 +24-08-11 16:42:35.225 : Checkpoint saved 102000 +24-08-11 16:42:35.798 : Iter 102000 | Dataset Set5 | AVG Val PSNR: 30.949221 +24-08-11 16:42:38.340 : Iter 102000 | Dataset Set14 | AVG Val PSNR: 27.813627 +24-08-11 16:43:30.746 : ../models/spf_lut_sam1x5 | Iter:102100, Sample:1219200, GPixel:2.79e-03, dT:0.0030, rT:0.4475 +24-08-11 16:44:23.144 : ../models/spf_lut_sam1x5 | Iter:102200, Sample:1222400, GPixel:2.81e-03, dT:0.0030, rT:0.4483 +24-08-11 16:45:15.535 : ../models/spf_lut_sam1x5 | Iter:102300, Sample:1225600, GPixel:2.84e-03, dT:0.0029, rT:0.4482 +24-08-11 16:46:08.787 : ../models/spf_lut_sam1x5 | Iter:102400, Sample:1228800, GPixel:2.64e-03, dT:0.0035, rT:0.4545 +24-08-11 16:47:02.943 : ../models/spf_lut_sam1x5 | Iter:102500, Sample:1232000, GPixel:2.60e-03, dT:0.0060, rT:0.4614 +24-08-11 16:47:55.339 : ../models/spf_lut_sam1x5 | Iter:102600, Sample:1235200, GPixel:2.65e-03, dT:0.0030, rT:0.4481 +24-08-11 16:48:47.738 : ../models/spf_lut_sam1x5 | Iter:102700, Sample:1238400, GPixel:2.76e-03, dT:0.0030, rT:0.4498 +24-08-11 16:49:40.125 : ../models/spf_lut_sam1x5 | Iter:102800, Sample:1241600, GPixel:2.67e-03, dT:0.0029, rT:0.4478 +24-08-11 16:50:32.542 : ../models/spf_lut_sam1x5 | Iter:102900, Sample:1244800, GPixel:2.78e-03, dT:0.0031, rT:0.4477 +24-08-11 16:51:24.946 : ../models/spf_lut_sam1x5 | Iter:103000, Sample:1248000, GPixel:2.75e-03, dT:0.0030, rT:0.4473 +24-08-11 16:52:17.362 : ../models/spf_lut_sam1x5 | Iter:103100, Sample:1251200, GPixel:2.73e-03, dT:0.0031, rT:0.4471 +24-08-11 16:53:09.771 : ../models/spf_lut_sam1x5 | Iter:103200, Sample:1254400, GPixel:2.77e-03, dT:0.0030, rT:0.4476 +24-08-11 16:54:03.605 : ../models/spf_lut_sam1x5 | Iter:103300, Sample:1257600, GPixel:2.78e-03, dT:0.0051, rT:0.4586 +24-08-11 16:54:56.026 : ../models/spf_lut_sam1x5 | Iter:103400, Sample:1260800, GPixel:2.76e-03, dT:0.0031, rT:0.4477 +24-08-11 16:55:48.458 : ../models/spf_lut_sam1x5 | Iter:103500, Sample:1264000, GPixel:2.76e-03, dT:0.0031, rT:0.4477 +24-08-11 16:56:40.849 : ../models/spf_lut_sam1x5 | Iter:103600, Sample:1267200, GPixel:2.71e-03, dT:0.0029, rT:0.4477 +24-08-11 16:57:33.232 : ../models/spf_lut_sam1x5 | Iter:103700, Sample:1270400, GPixel:2.62e-03, dT:0.0028, rT:0.4473 +24-08-11 16:58:25.622 : ../models/spf_lut_sam1x5 | Iter:103800, Sample:1273600, GPixel:2.70e-03, dT:0.0029, rT:0.4473 +24-08-11 16:59:18.022 : ../models/spf_lut_sam1x5 | Iter:103900, Sample:1276800, GPixel:2.77e-03, dT:0.0030, rT:0.4477 +24-08-11 17:00:10.449 : ../models/spf_lut_sam1x5 | Iter:104000, Sample:1280000, GPixel:2.70e-03, dT:0.0031, rT:0.4472 +24-08-11 17:00:10.488 : Checkpoint saved 104000 +24-08-11 17:00:11.063 : Iter 104000 | Dataset Set5 | AVG Val PSNR: 30.961576 +24-08-11 17:00:13.636 : Iter 104000 | Dataset Set14 | AVG Val PSNR: 27.857848 +24-08-11 17:01:06.060 : ../models/spf_lut_sam1x5 | Iter:104100, Sample:1283200, GPixel:2.56e-03, dT:0.0031, rT:0.4482 +24-08-11 17:02:00.347 : ../models/spf_lut_sam1x5 | Iter:104200, Sample:1286400, GPixel:2.68e-03, dT:0.0056, rT:0.4625 +24-08-11 17:02:52.747 : ../models/spf_lut_sam1x5 | Iter:104300, Sample:1289600, GPixel:2.77e-03, dT:0.0030, rT:0.4480 +24-08-11 17:03:45.134 : ../models/spf_lut_sam1x5 | Iter:104400, Sample:1292800, GPixel:2.66e-03, dT:0.0029, rT:0.4473 +24-08-11 17:04:37.508 : ../models/spf_lut_sam1x5 | Iter:104500, Sample:1296000, GPixel:2.65e-03, dT:0.0027, rT:0.4472 +24-08-11 17:05:29.890 : ../models/spf_lut_sam1x5 | Iter:104600, Sample:1299200, GPixel:2.70e-03, dT:0.0029, rT:0.4472 +24-08-11 17:06:22.269 : ../models/spf_lut_sam1x5 | Iter:104700, Sample:1302400, GPixel:2.71e-03, dT:0.0028, rT:0.4480 +24-08-11 17:07:14.658 : ../models/spf_lut_sam1x5 | Iter:104800, Sample:1305600, GPixel:2.62e-03, dT:0.0029, rT:0.4477 +24-08-11 17:08:07.086 : ../models/spf_lut_sam1x5 | Iter:104900, Sample:1308800, GPixel:2.68e-03, dT:0.0032, rT:0.4486 +24-08-11 17:09:00.683 : ../models/spf_lut_sam1x5 | Iter:105000, Sample:1312000, GPixel:2.78e-03, dT:0.0046, rT:0.4577 +24-08-11 17:09:53.858 : ../models/spf_lut_sam1x5 | Iter:105100, Sample:1315200, GPixel:2.69e-03, dT:0.0040, rT:0.4550 +24-08-11 17:10:46.255 : ../models/spf_lut_sam1x5 | Iter:105200, Sample:1318400, GPixel:2.72e-03, dT:0.0030, rT:0.4482 +24-08-11 17:11:38.638 : ../models/spf_lut_sam1x5 | Iter:105300, Sample:1321600, GPixel:2.65e-03, dT:0.0029, rT:0.4477 +24-08-11 17:12:31.028 : ../models/spf_lut_sam1x5 | Iter:105400, Sample:1324800, GPixel:2.74e-03, dT:0.0029, rT:0.4477 +24-08-11 17:13:23.413 : ../models/spf_lut_sam1x5 | Iter:105500, Sample:1328000, GPixel:2.74e-03, dT:0.0029, rT:0.4474 +24-08-11 17:14:15.801 : ../models/spf_lut_sam1x5 | Iter:105600, Sample:1331200, GPixel:2.68e-03, dT:0.0028, rT:0.4477 +24-08-11 17:15:08.270 : ../models/spf_lut_sam1x5 | Iter:105700, Sample:1334400, GPixel:2.75e-03, dT:0.0034, rT:0.4492 +24-08-11 17:16:00.656 : ../models/spf_lut_sam1x5 | Iter:105800, Sample:1337600, GPixel:2.66e-03, dT:0.0029, rT:0.4474 +24-08-11 17:16:54.877 : ../models/spf_lut_sam1x5 | Iter:105900, Sample:1340800, GPixel:2.64e-03, dT:0.0054, rT:0.4624 +24-08-11 17:17:47.307 : ../models/spf_lut_sam1x5 | Iter:106000, Sample:1344000, GPixel:2.73e-03, dT:0.0031, rT:0.4476 +24-08-11 17:17:47.346 : Checkpoint saved 106000 +24-08-11 17:17:47.882 : Iter 106000 | Dataset Set5 | AVG Val PSNR: 31.005354 +24-08-11 17:17:50.342 : Iter 106000 | Dataset Set14 | AVG Val PSNR: 27.871342 +24-08-11 17:18:42.749 : ../models/spf_lut_sam1x5 | Iter:106100, Sample:1347200, GPixel:2.76e-03, dT:0.0031, rT:0.4470 +24-08-11 17:19:35.154 : ../models/spf_lut_sam1x5 | Iter:106200, Sample:1350400, GPixel:2.69e-03, dT:0.0030, rT:0.4477 +24-08-11 17:20:27.537 : ../models/spf_lut_sam1x5 | Iter:106300, Sample:1353600, GPixel:2.67e-03, dT:0.0029, rT:0.4477 +24-08-11 17:21:19.932 : ../models/spf_lut_sam1x5 | Iter:106400, Sample:1356800, GPixel:2.77e-03, dT:0.0029, rT:0.4474 +24-08-11 17:22:12.314 : ../models/spf_lut_sam1x5 | Iter:106500, Sample:1360000, GPixel:2.77e-03, dT:0.0029, rT:0.4471 +24-08-11 17:23:04.725 : ../models/spf_lut_sam1x5 | Iter:106600, Sample:1363200, GPixel:2.71e-03, dT:0.0031, rT:0.4472 +24-08-11 17:23:57.126 : ../models/spf_lut_sam1x5 | Iter:106700, Sample:1366400, GPixel:2.75e-03, dT:0.0030, rT:0.4468 +24-08-11 17:24:51.412 : ../models/spf_lut_sam1x5 | Iter:106800, Sample:1369600, GPixel:2.76e-03, dT:0.0054, rT:0.4641 +24-08-11 17:25:43.799 : ../models/spf_lut_sam1x5 | Iter:106900, Sample:1372800, GPixel:2.77e-03, dT:0.0029, rT:0.4484 +24-08-11 17:26:36.202 : ../models/spf_lut_sam1x5 | Iter:107000, Sample:1376000, GPixel:2.69e-03, dT:0.0029, rT:0.4479 +24-08-11 17:27:28.609 : ../models/spf_lut_sam1x5 | Iter:107100, Sample:1379200, GPixel:2.64e-03, dT:0.0031, rT:0.4476 +24-08-11 17:28:20.980 : ../models/spf_lut_sam1x5 | Iter:107200, Sample:1382400, GPixel:2.72e-03, dT:0.0028, rT:0.4476 +24-08-11 17:29:13.387 : ../models/spf_lut_sam1x5 | Iter:107300, Sample:1385600, GPixel:2.68e-03, dT:0.0030, rT:0.4477 +24-08-11 17:30:05.792 : ../models/spf_lut_sam1x5 | Iter:107400, Sample:1388800, GPixel:2.74e-03, dT:0.0030, rT:0.4476 +24-08-11 17:30:58.160 : ../models/spf_lut_sam1x5 | Iter:107500, Sample:1392000, GPixel:2.59e-03, dT:0.0027, rT:0.4472 +24-08-11 17:31:52.179 : ../models/spf_lut_sam1x5 | Iter:107600, Sample:1395200, GPixel:2.67e-03, dT:0.0052, rT:0.4609 +24-08-11 17:32:45.081 : ../models/spf_lut_sam1x5 | Iter:107700, Sample:1398400, GPixel:2.65e-03, dT:0.0039, rT:0.4507 +24-08-11 17:33:37.467 : ../models/spf_lut_sam1x5 | Iter:107800, Sample:1401600, GPixel:2.70e-03, dT:0.0029, rT:0.4477 +24-08-11 17:34:29.873 : ../models/spf_lut_sam1x5 | Iter:107900, Sample:1404800, GPixel:2.77e-03, dT:0.0030, rT:0.4481 +24-08-11 17:35:22.280 : ../models/spf_lut_sam1x5 | Iter:108000, Sample:1408000, GPixel:2.73e-03, dT:0.0031, rT:0.4475 +24-08-11 17:35:22.319 : Checkpoint saved 108000 +24-08-11 17:35:22.864 : Iter 108000 | Dataset Set5 | AVG Val PSNR: 30.914280 +24-08-11 17:35:25.438 : Iter 108000 | Dataset Set14 | AVG Val PSNR: 27.837880 +24-08-11 17:36:17.828 : ../models/spf_lut_sam1x5 | Iter:108100, Sample:1411200, GPixel:2.70e-03, dT:0.0029, rT:0.4476 +24-08-11 17:37:10.234 : ../models/spf_lut_sam1x5 | Iter:108200, Sample:1414400, GPixel:2.72e-03, dT:0.0030, rT:0.4485 +24-08-11 17:38:02.618 : ../models/spf_lut_sam1x5 | Iter:108300, Sample:1417600, GPixel:2.81e-03, dT:0.0029, rT:0.4482 +24-08-11 17:38:55.000 : ../models/spf_lut_sam1x5 | Iter:108400, Sample:1420800, GPixel:2.82e-03, dT:0.0029, rT:0.4485 +24-08-11 17:39:49.444 : ../models/spf_lut_sam1x5 | Iter:108500, Sample:1424000, GPixel:2.71e-03, dT:0.0059, rT:0.4631 +24-08-11 17:40:41.836 : ../models/spf_lut_sam1x5 | Iter:108600, Sample:1427200, GPixel:2.76e-03, dT:0.0030, rT:0.4489 +24-08-11 17:41:34.230 : ../models/spf_lut_sam1x5 | Iter:108700, Sample:1430400, GPixel:2.75e-03, dT:0.0030, rT:0.4482 +24-08-11 17:42:26.605 : ../models/spf_lut_sam1x5 | Iter:108800, Sample:1433600, GPixel:2.76e-03, dT:0.0028, rT:0.4475 +24-08-11 17:43:18.982 : ../models/spf_lut_sam1x5 | Iter:108900, Sample:1436800, GPixel:2.75e-03, dT:0.0028, rT:0.4472 +24-08-11 17:44:11.371 : ../models/spf_lut_sam1x5 | Iter:109000, Sample:1440000, GPixel:2.65e-03, dT:0.0029, rT:0.4484 +24-08-11 17:45:03.774 : ../models/spf_lut_sam1x5 | Iter:109100, Sample:1443200, GPixel:2.69e-03, dT:0.0030, rT:0.4480 +24-08-11 17:45:56.170 : ../models/spf_lut_sam1x5 | Iter:109200, Sample:1446400, GPixel:2.77e-03, dT:0.0030, rT:0.4482 +24-08-11 17:46:48.920 : ../models/spf_lut_sam1x5 | Iter:109300, Sample:1449600, GPixel:2.72e-03, dT:0.0037, rT:0.4496 +24-08-11 17:47:42.712 : ../models/spf_lut_sam1x5 | Iter:109400, Sample:1452800, GPixel:2.76e-03, dT:0.0056, rT:0.4582 +24-08-11 17:48:35.085 : ../models/spf_lut_sam1x5 | Iter:109500, Sample:1456000, GPixel:2.82e-03, dT:0.0028, rT:0.4472 +24-08-11 17:49:27.486 : ../models/spf_lut_sam1x5 | Iter:109600, Sample:1459200, GPixel:2.71e-03, dT:0.0030, rT:0.4479 +24-08-11 17:50:19.888 : ../models/spf_lut_sam1x5 | Iter:109700, Sample:1462400, GPixel:2.62e-03, dT:0.0030, rT:0.4475 +24-08-11 17:51:12.276 : ../models/spf_lut_sam1x5 | Iter:109800, Sample:1465600, GPixel:2.73e-03, dT:0.0028, rT:0.4476 +24-08-11 17:52:04.658 : ../models/spf_lut_sam1x5 | Iter:109900, Sample:1468800, GPixel:2.64e-03, dT:0.0029, rT:0.4478 +24-08-11 17:52:57.055 : ../models/spf_lut_sam1x5 | Iter:110000, Sample:1472000, GPixel:2.60e-03, dT:0.0030, rT:0.4477 +24-08-11 17:52:57.095 : Checkpoint saved 110000 +24-08-11 17:52:57.662 : Iter 110000 | Dataset Set5 | AVG Val PSNR: 30.973372 +24-08-11 17:53:00.015 : Iter 110000 | Dataset Set14 | AVG Val PSNR: 27.867726 +24-08-11 17:53:52.405 : ../models/spf_lut_sam1x5 | Iter:110100, Sample:1475200, GPixel:2.87e-03, dT:0.0029, rT:0.4480 +24-08-11 17:54:46.404 : ../models/spf_lut_sam1x5 | Iter:110200, Sample:1478400, GPixel:2.74e-03, dT:0.0059, rT:0.4609 +24-08-11 17:55:38.833 : ../models/spf_lut_sam1x5 | Iter:110300, Sample:1481600, GPixel:2.75e-03, dT:0.0029, rT:0.4480 +24-08-11 17:56:31.211 : ../models/spf_lut_sam1x5 | Iter:110400, Sample:1484800, GPixel:2.66e-03, dT:0.0028, rT:0.4479 +24-08-11 17:57:23.603 : ../models/spf_lut_sam1x5 | Iter:110500, Sample:1488000, GPixel:2.71e-03, dT:0.0030, rT:0.4481 +24-08-11 17:58:15.997 : ../models/spf_lut_sam1x5 | Iter:110600, Sample:1491200, GPixel:2.77e-03, dT:0.0030, rT:0.4484 +24-08-11 17:59:08.404 : ../models/spf_lut_sam1x5 | Iter:110700, Sample:1494400, GPixel:2.68e-03, dT:0.0031, rT:0.4490 +24-08-11 18:00:00.825 : ../models/spf_lut_sam1x5 | Iter:110800, Sample:1497600, GPixel:2.77e-03, dT:0.0031, rT:0.4502 +24-08-11 18:00:53.235 : ../models/spf_lut_sam1x5 | Iter:110900, Sample:1500800, GPixel:2.73e-03, dT:0.0031, rT:0.4486 +24-08-11 18:01:45.637 : ../models/spf_lut_sam1x5 | Iter:111000, Sample:1504000, GPixel:2.79e-03, dT:0.0030, rT:0.4482 +24-08-11 18:02:39.810 : ../models/spf_lut_sam1x5 | Iter:111100, Sample:1507200, GPixel:2.75e-03, dT:0.0058, rT:0.4616 +24-08-11 18:03:32.211 : ../models/spf_lut_sam1x5 | Iter:111200, Sample:1510400, GPixel:2.88e-03, dT:0.0030, rT:0.4490 +24-08-11 18:04:24.616 : ../models/spf_lut_sam1x5 | Iter:111300, Sample:1513600, GPixel:2.78e-03, dT:0.0031, rT:0.4476 +24-08-11 18:05:17.000 : ../models/spf_lut_sam1x5 | Iter:111400, Sample:1516800, GPixel:2.83e-03, dT:0.0028, rT:0.4474 +24-08-11 18:06:09.385 : ../models/spf_lut_sam1x5 | Iter:111500, Sample:1520000, GPixel:2.82e-03, dT:0.0029, rT:0.4480 +24-08-11 18:07:01.778 : ../models/spf_lut_sam1x5 | Iter:111600, Sample:1523200, GPixel:2.75e-03, dT:0.0030, rT:0.4481 +24-08-11 18:07:54.166 : ../models/spf_lut_sam1x5 | Iter:111700, Sample:1526400, GPixel:2.73e-03, dT:0.0029, rT:0.4479 +24-08-11 18:08:46.551 : ../models/spf_lut_sam1x5 | Iter:111800, Sample:1529600, GPixel:2.74e-03, dT:0.0029, rT:0.4476 +24-08-11 18:09:39.676 : ../models/spf_lut_sam1x5 | Iter:111900, Sample:1532800, GPixel:2.69e-03, dT:0.0044, rT:0.4526 +24-08-11 18:10:33.171 : ../models/spf_lut_sam1x5 | Iter:112000, Sample:1536000, GPixel:2.67e-03, dT:0.0046, rT:0.4572 +24-08-11 18:10:33.209 : Checkpoint saved 112000 +24-08-11 18:10:33.769 : Iter 112000 | Dataset Set5 | AVG Val PSNR: 30.984842 +24-08-11 18:10:36.137 : Iter 112000 | Dataset Set14 | AVG Val PSNR: 27.875296 +24-08-11 18:11:28.533 : ../models/spf_lut_sam1x5 | Iter:112100, Sample:1539200, GPixel:2.68e-03, dT:0.0029, rT:0.4482 +24-08-11 18:12:20.902 : ../models/spf_lut_sam1x5 | Iter:112200, Sample:1542400, GPixel:2.73e-03, dT:0.0028, rT:0.4474 +24-08-11 18:13:13.278 : ../models/spf_lut_sam1x5 | Iter:112300, Sample:1545600, GPixel:2.65e-03, dT:0.0028, rT:0.4482 +24-08-11 18:14:05.655 : ../models/spf_lut_sam1x5 | Iter:112400, Sample:1548800, GPixel:2.64e-03, dT:0.0028, rT:0.4478 +24-08-11 18:14:58.053 : ../models/spf_lut_sam1x5 | Iter:112500, Sample:1552000, GPixel:2.67e-03, dT:0.0030, rT:0.4476 +24-08-11 18:15:50.461 : ../models/spf_lut_sam1x5 | Iter:112600, Sample:1555200, GPixel:2.78e-03, dT:0.0031, rT:0.4475 +24-08-11 18:16:42.854 : ../models/spf_lut_sam1x5 | Iter:112700, Sample:1558400, GPixel:2.88e-03, dT:0.0029, rT:0.4473 +24-08-11 18:17:36.819 : ../models/spf_lut_sam1x5 | Iter:112800, Sample:1561600, GPixel:2.69e-03, dT:0.0049, rT:0.4601 +24-08-11 18:18:29.213 : ../models/spf_lut_sam1x5 | Iter:112900, Sample:1564800, GPixel:2.71e-03, dT:0.0030, rT:0.4486 +24-08-11 18:19:21.598 : ../models/spf_lut_sam1x5 | Iter:113000, Sample:1568000, GPixel:2.61e-03, dT:0.0029, rT:0.4485 +24-08-11 18:20:14.007 : ../models/spf_lut_sam1x5 | Iter:113100, Sample:1571200, GPixel:2.79e-03, dT:0.0030, rT:0.4476 +24-08-11 18:21:06.404 : ../models/spf_lut_sam1x5 | Iter:113200, Sample:1574400, GPixel:2.79e-03, dT:0.0029, rT:0.4471 +24-08-11 18:21:58.796 : ../models/spf_lut_sam1x5 | Iter:113300, Sample:1577600, GPixel:2.81e-03, dT:0.0030, rT:0.4483 +24-08-11 18:22:51.182 : ../models/spf_lut_sam1x5 | Iter:113400, Sample:1580800, GPixel:2.69e-03, dT:0.0029, rT:0.4473 +24-08-11 18:23:43.575 : ../models/spf_lut_sam1x5 | Iter:113500, Sample:1584000, GPixel:2.76e-03, dT:0.0030, rT:0.4478 +24-08-11 18:24:35.958 : ../models/spf_lut_sam1x5 | Iter:113600, Sample:1587200, GPixel:2.72e-03, dT:0.0029, rT:0.4476 +24-08-11 18:25:30.403 : ../models/spf_lut_sam1x5 | Iter:113700, Sample:1590400, GPixel:2.81e-03, dT:0.0060, rT:0.4640 +24-08-11 18:26:22.780 : ../models/spf_lut_sam1x5 | Iter:113800, Sample:1593600, GPixel:2.67e-03, dT:0.0028, rT:0.4483 +24-08-11 18:27:15.159 : ../models/spf_lut_sam1x5 | Iter:113900, Sample:1596800, GPixel:2.66e-03, dT:0.0029, rT:0.4475 +24-08-11 18:28:07.549 : ../models/spf_lut_sam1x5 | Iter:114000, Sample:1600000, GPixel:2.70e-03, dT:0.0029, rT:0.4490 +24-08-11 18:28:07.602 : Checkpoint saved 114000 +24-08-11 18:28:08.179 : Iter 114000 | Dataset Set5 | AVG Val PSNR: 30.936840 +24-08-11 18:28:10.626 : Iter 114000 | Dataset Set14 | AVG Val PSNR: 27.831622 +24-08-11 18:29:03.036 : ../models/spf_lut_sam1x5 | Iter:114100, Sample:1603200, GPixel:2.62e-03, dT:0.0031, rT:0.4486 +24-08-11 18:29:55.422 : ../models/spf_lut_sam1x5 | Iter:114200, Sample:1606400, GPixel:2.75e-03, dT:0.0029, rT:0.4474 +24-08-11 18:30:47.804 : ../models/spf_lut_sam1x5 | Iter:114300, Sample:1609600, GPixel:2.78e-03, dT:0.0029, rT:0.4496 +24-08-11 18:31:40.190 : ../models/spf_lut_sam1x5 | Iter:114400, Sample:1612800, GPixel:2.85e-03, dT:0.0029, rT:0.4501 +24-08-11 18:32:33.613 : ../models/spf_lut_sam1x5 | Iter:114500, Sample:1616000, GPixel:2.78e-03, dT:0.0042, rT:0.4569 +24-08-11 18:33:26.694 : ../models/spf_lut_sam1x5 | Iter:114600, Sample:1619200, GPixel:2.66e-03, dT:0.0044, rT:0.4524 +24-08-11 18:34:19.079 : ../models/spf_lut_sam1x5 | Iter:114700, Sample:1622400, GPixel:2.83e-03, dT:0.0029, rT:0.4480 +24-08-11 18:35:11.475 : ../models/spf_lut_sam1x5 | Iter:114800, Sample:1625600, GPixel:2.78e-03, dT:0.0030, rT:0.4480 +24-08-11 18:36:03.853 : ../models/spf_lut_sam1x5 | Iter:114900, Sample:1628800, GPixel:2.82e-03, dT:0.0028, rT:0.4471 +24-08-11 18:36:56.235 : ../models/spf_lut_sam1x5 | Iter:115000, Sample:1632000, GPixel:2.77e-03, dT:0.0028, rT:0.4474 +24-08-11 18:37:48.609 : ../models/spf_lut_sam1x5 | Iter:115100, Sample:1635200, GPixel:2.71e-03, dT:0.0028, rT:0.4479 +24-08-11 18:38:40.995 : ../models/spf_lut_sam1x5 | Iter:115200, Sample:1638400, GPixel:2.63e-03, dT:0.0029, rT:0.4476 +24-08-11 18:39:33.372 : ../models/spf_lut_sam1x5 | Iter:115300, Sample:1641600, GPixel:2.74e-03, dT:0.0028, rT:0.4484 +24-08-11 18:40:27.762 : ../models/spf_lut_sam1x5 | Iter:115400, Sample:1644800, GPixel:2.84e-03, dT:0.0057, rT:0.4647 +24-08-11 18:41:20.160 : ../models/spf_lut_sam1x5 | Iter:115500, Sample:1648000, GPixel:2.75e-03, dT:0.0029, rT:0.4485 +24-08-11 18:42:12.549 : ../models/spf_lut_sam1x5 | Iter:115600, Sample:1651200, GPixel:2.84e-03, dT:0.0029, rT:0.4508 +24-08-11 18:43:04.937 : ../models/spf_lut_sam1x5 | Iter:115700, Sample:1654400, GPixel:2.76e-03, dT:0.0029, rT:0.4483 +24-08-11 18:43:57.351 : ../models/spf_lut_sam1x5 | Iter:115800, Sample:1657600, GPixel:2.79e-03, dT:0.0029, rT:0.4484 +24-08-11 18:44:49.741 : ../models/spf_lut_sam1x5 | Iter:115900, Sample:1660800, GPixel:2.63e-03, dT:0.0029, rT:0.4480 +24-08-11 18:45:42.116 : ../models/spf_lut_sam1x5 | Iter:116000, Sample:1664000, GPixel:2.65e-03, dT:0.0028, rT:0.4474 +24-08-11 18:45:42.155 : Checkpoint saved 116000 +24-08-11 18:45:42.742 : Iter 116000 | Dataset Set5 | AVG Val PSNR: 30.977840 +24-08-11 18:45:45.274 : Iter 116000 | Dataset Set14 | AVG Val PSNR: 27.863947 +24-08-11 18:46:37.666 : ../models/spf_lut_sam1x5 | Iter:116100, Sample:1667200, GPixel:2.78e-03, dT:0.0029, rT:0.4482 +24-08-11 18:47:30.521 : ../models/spf_lut_sam1x5 | Iter:116200, Sample:1670400, GPixel:2.63e-03, dT:0.0033, rT:0.4514 +24-08-11 18:48:24.555 : ../models/spf_lut_sam1x5 | Iter:116300, Sample:1673600, GPixel:2.77e-03, dT:0.0052, rT:0.4611 +24-08-11 18:49:16.951 : ../models/spf_lut_sam1x5 | Iter:116400, Sample:1676800, GPixel:2.64e-03, dT:0.0030, rT:0.4478 +24-08-11 18:50:09.338 : ../models/spf_lut_sam1x5 | Iter:116500, Sample:1680000, GPixel:2.73e-03, dT:0.0029, rT:0.4476 +24-08-11 18:51:01.739 : ../models/spf_lut_sam1x5 | Iter:116600, Sample:1683200, GPixel:2.63e-03, dT:0.0030, rT:0.4479 +24-08-11 18:51:54.143 : ../models/spf_lut_sam1x5 | Iter:116700, Sample:1686400, GPixel:2.72e-03, dT:0.0031, rT:0.4485 +24-08-11 18:52:46.532 : ../models/spf_lut_sam1x5 | Iter:116800, Sample:1689600, GPixel:2.82e-03, dT:0.0029, rT:0.4470 +24-08-11 18:53:38.912 : ../models/spf_lut_sam1x5 | Iter:116900, Sample:1692800, GPixel:2.74e-03, dT:0.0028, rT:0.4469 +24-08-11 18:54:31.324 : ../models/spf_lut_sam1x5 | Iter:117000, Sample:1696000, GPixel:2.77e-03, dT:0.0031, rT:0.4475 +24-08-11 18:55:25.159 : ../models/spf_lut_sam1x5 | Iter:117100, Sample:1699200, GPixel:2.80e-03, dT:0.0048, rT:0.4599 +24-08-11 18:56:17.760 : ../models/spf_lut_sam1x5 | Iter:117200, Sample:1702400, GPixel:2.66e-03, dT:0.0033, rT:0.4493 +24-08-11 18:57:10.165 : ../models/spf_lut_sam1x5 | Iter:117300, Sample:1705600, GPixel:2.69e-03, dT:0.0030, rT:0.4475 +24-08-11 18:58:02.549 : ../models/spf_lut_sam1x5 | Iter:117400, Sample:1708800, GPixel:2.75e-03, dT:0.0029, rT:0.4483 +24-08-11 18:58:54.929 : ../models/spf_lut_sam1x5 | Iter:117500, Sample:1712000, GPixel:2.60e-03, dT:0.0029, rT:0.4474 +24-08-11 18:59:47.305 : ../models/spf_lut_sam1x5 | Iter:117600, Sample:1715200, GPixel:2.69e-03, dT:0.0028, rT:0.4475 +24-08-11 19:00:39.690 : ../models/spf_lut_sam1x5 | Iter:117700, Sample:1718400, GPixel:2.71e-03, dT:0.0029, rT:0.4481 +24-08-11 19:01:32.075 : ../models/spf_lut_sam1x5 | Iter:117800, Sample:1721600, GPixel:2.88e-03, dT:0.0029, rT:0.4477 +24-08-11 19:02:24.465 : ../models/spf_lut_sam1x5 | Iter:117900, Sample:1724800, GPixel:2.68e-03, dT:0.0029, rT:0.4469 +24-08-11 19:03:19.223 : ../models/spf_lut_sam1x5 | Iter:118000, Sample:1728000, GPixel:2.71e-03, dT:0.0052, rT:0.4686 +24-08-11 19:03:19.264 : Checkpoint saved 118000 +24-08-11 19:03:19.875 : Iter 118000 | Dataset Set5 | AVG Val PSNR: 30.989946 +24-08-11 19:03:22.493 : Iter 118000 | Dataset Set14 | AVG Val PSNR: 27.852875 +24-08-11 19:04:14.884 : ../models/spf_lut_sam1x5 | Iter:118100, Sample:1731200, GPixel:2.68e-03, dT:0.0030, rT:0.4480 +24-08-11 19:05:07.268 : ../models/spf_lut_sam1x5 | Iter:118200, Sample:1734400, GPixel:2.83e-03, dT:0.0029, rT:0.4473 +24-08-11 19:05:59.668 : ../models/spf_lut_sam1x5 | Iter:118300, Sample:1737600, GPixel:2.66e-03, dT:0.0030, rT:0.4480 +24-08-11 19:06:52.039 : ../models/spf_lut_sam1x5 | Iter:118400, Sample:1740800, GPixel:2.57e-03, dT:0.0028, rT:0.4497 +24-08-11 19:07:44.419 : ../models/spf_lut_sam1x5 | Iter:118500, Sample:1744000, GPixel:2.63e-03, dT:0.0028, rT:0.4475 +24-08-11 19:08:36.806 : ../models/spf_lut_sam1x5 | Iter:118600, Sample:1747200, GPixel:2.76e-03, dT:0.0029, rT:0.4472 +24-08-11 19:09:29.192 : ../models/spf_lut_sam1x5 | Iter:118700, Sample:1750400, GPixel:2.76e-03, dT:0.0029, rT:0.4468 +24-08-11 19:10:22.577 : ../models/spf_lut_sam1x5 | Iter:118800, Sample:1753600, GPixel:2.66e-03, dT:0.0038, rT:0.4555 +24-08-11 19:11:16.319 : ../models/spf_lut_sam1x5 | Iter:118900, Sample:1756800, GPixel:2.78e-03, dT:0.0041, rT:0.4599 +24-08-11 19:12:08.692 : ../models/spf_lut_sam1x5 | Iter:119000, Sample:1760000, GPixel:2.80e-03, dT:0.0028, rT:0.4477 +24-08-11 19:13:01.069 : ../models/spf_lut_sam1x5 | Iter:119100, Sample:1763200, GPixel:2.78e-03, dT:0.0028, rT:0.4473 +24-08-11 19:13:53.432 : ../models/spf_lut_sam1x5 | Iter:119200, Sample:1766400, GPixel:2.61e-03, dT:0.0027, rT:0.4473 +24-08-11 19:14:45.792 : ../models/spf_lut_sam1x5 | Iter:119300, Sample:1769600, GPixel:2.73e-03, dT:0.0027, rT:0.4476 +24-08-11 19:15:38.151 : ../models/spf_lut_sam1x5 | Iter:119400, Sample:1772800, GPixel:2.63e-03, dT:0.0026, rT:0.4473 +24-08-11 19:16:30.527 : ../models/spf_lut_sam1x5 | Iter:119500, Sample:1776000, GPixel:2.75e-03, dT:0.0027, rT:0.4479 +24-08-11 19:17:22.932 : ../models/spf_lut_sam1x5 | Iter:119600, Sample:1779200, GPixel:2.69e-03, dT:0.0030, rT:0.4480 +24-08-11 19:18:17.192 : ../models/spf_lut_sam1x5 | Iter:119700, Sample:1782400, GPixel:2.77e-03, dT:0.0062, rT:0.4625 +24-08-11 19:19:09.616 : ../models/spf_lut_sam1x5 | Iter:119800, Sample:1785600, GPixel:2.76e-03, dT:0.0030, rT:0.4480 +24-08-11 19:20:02.002 : ../models/spf_lut_sam1x5 | Iter:119900, Sample:1788800, GPixel:2.64e-03, dT:0.0029, rT:0.4477 +24-08-11 19:20:54.382 : ../models/spf_lut_sam1x5 | Iter:120000, Sample:1792000, GPixel:2.66e-03, dT:0.0029, rT:0.4470 +24-08-11 19:20:54.422 : Checkpoint saved 120000 +24-08-11 19:20:54.942 : Iter 120000 | Dataset Set5 | AVG Val PSNR: 30.971615 +24-08-11 19:20:57.503 : Iter 120000 | Dataset Set14 | AVG Val PSNR: 27.858255 +24-08-11 19:21:49.877 : ../models/spf_lut_sam1x5 | Iter:120100, Sample:1795200, GPixel:2.65e-03, dT:0.0028, rT:0.4471 +24-08-11 19:22:42.262 : ../models/spf_lut_sam1x5 | Iter:120200, Sample:1798400, GPixel:2.62e-03, dT:0.0029, rT:0.4476 +24-08-11 19:23:34.648 : ../models/spf_lut_sam1x5 | Iter:120300, Sample:1801600, GPixel:2.77e-03, dT:0.0029, rT:0.4472 +24-08-11 19:24:27.053 : ../models/spf_lut_sam1x5 | Iter:120400, Sample:1804800, GPixel:2.72e-03, dT:0.0030, rT:0.4473 +24-08-11 19:25:19.445 : ../models/spf_lut_sam1x5 | Iter:120500, Sample:1808000, GPixel:2.67e-03, dT:0.0029, rT:0.4475 +24-08-11 19:26:13.795 : ../models/spf_lut_sam1x5 | Iter:120600, Sample:1811200, GPixel:2.79e-03, dT:0.0064, rT:0.4623 +24-08-11 19:27:06.203 : ../models/spf_lut_sam1x5 | Iter:120700, Sample:1814400, GPixel:2.88e-03, dT:0.0030, rT:0.4484 +24-08-11 19:27:58.592 : ../models/spf_lut_sam1x5 | Iter:120800, Sample:1817600, GPixel:2.68e-03, dT:0.0029, rT:0.4481 +24-08-11 19:28:50.982 : ../models/spf_lut_sam1x5 | Iter:120900, Sample:1820800, GPixel:2.77e-03, dT:0.0029, rT:0.4475 +24-08-11 19:29:43.368 : ../models/spf_lut_sam1x5 | Iter:121000, Sample:1824000, GPixel:2.66e-03, dT:0.0029, rT:0.4475 +24-08-11 19:30:35.736 : ../models/spf_lut_sam1x5 | Iter:121100, Sample:1827200, GPixel:2.69e-03, dT:0.0028, rT:0.4477 +24-08-11 19:31:28.105 : ../models/spf_lut_sam1x5 | Iter:121200, Sample:1830400, GPixel:2.78e-03, dT:0.0027, rT:0.4469 +24-08-11 19:32:20.498 : ../models/spf_lut_sam1x5 | Iter:121300, Sample:1833600, GPixel:2.67e-03, dT:0.0029, rT:0.4479 +24-08-11 19:33:13.756 : ../models/spf_lut_sam1x5 | Iter:121400, Sample:1836800, GPixel:2.59e-03, dT:0.0040, rT:0.4545 +24-08-11 19:34:06.731 : ../models/spf_lut_sam1x5 | Iter:121500, Sample:1840000, GPixel:2.75e-03, dT:0.0042, rT:0.4522 +24-08-11 19:34:59.128 : ../models/spf_lut_sam1x5 | Iter:121600, Sample:1843200, GPixel:2.65e-03, dT:0.0030, rT:0.4472 +24-08-11 19:35:51.553 : ../models/spf_lut_sam1x5 | Iter:121700, Sample:1846400, GPixel:2.72e-03, dT:0.0031, rT:0.4488 +24-08-11 19:36:43.941 : ../models/spf_lut_sam1x5 | Iter:121800, Sample:1849600, GPixel:2.75e-03, dT:0.0029, rT:0.4477 +24-08-11 19:37:36.329 : ../models/spf_lut_sam1x5 | Iter:121900, Sample:1852800, GPixel:2.67e-03, dT:0.0029, rT:0.4482 +24-08-11 19:38:28.712 : ../models/spf_lut_sam1x5 | Iter:122000, Sample:1856000, GPixel:2.72e-03, dT:0.0029, rT:0.4476 +24-08-11 19:38:28.757 : Checkpoint saved 122000 +24-08-11 19:38:29.337 : Iter 122000 | Dataset Set5 | AVG Val PSNR: 30.997460 +24-08-11 19:38:31.900 : Iter 122000 | Dataset Set14 | AVG Val PSNR: 27.861066 +24-08-11 19:39:24.301 : ../models/spf_lut_sam1x5 | Iter:122100, Sample:1859200, GPixel:2.86e-03, dT:0.0030, rT:0.4481 +24-08-11 19:40:16.692 : ../models/spf_lut_sam1x5 | Iter:122200, Sample:1862400, GPixel:2.80e-03, dT:0.0029, rT:0.4472 +24-08-11 19:41:11.027 : ../models/spf_lut_sam1x5 | Iter:122300, Sample:1865600, GPixel:2.63e-03, dT:0.0065, rT:0.4624 +24-08-11 19:42:03.411 : ../models/spf_lut_sam1x5 | Iter:122400, Sample:1868800, GPixel:2.68e-03, dT:0.0029, rT:0.4486 +24-08-11 19:42:55.817 : ../models/spf_lut_sam1x5 | Iter:122500, Sample:1872000, GPixel:2.73e-03, dT:0.0031, rT:0.4478 +24-08-11 19:43:48.207 : ../models/spf_lut_sam1x5 | Iter:122600, Sample:1875200, GPixel:2.69e-03, dT:0.0030, rT:0.4476 +24-08-11 19:44:40.601 : ../models/spf_lut_sam1x5 | Iter:122700, Sample:1878400, GPixel:2.79e-03, dT:0.0030, rT:0.4478 +24-08-11 19:45:32.977 : ../models/spf_lut_sam1x5 | Iter:122800, Sample:1881600, GPixel:2.66e-03, dT:0.0028, rT:0.4475 +24-08-11 19:46:25.362 : ../models/spf_lut_sam1x5 | Iter:122900, Sample:1884800, GPixel:2.57e-03, dT:0.0029, rT:0.4474 +24-08-11 19:47:17.748 : ../models/spf_lut_sam1x5 | Iter:123000, Sample:1888000, GPixel:2.73e-03, dT:0.0029, rT:0.4475 +24-08-11 19:48:10.487 : ../models/spf_lut_sam1x5 | Iter:123100, Sample:1891200, GPixel:2.73e-03, dT:0.0039, rT:0.4508 +24-08-11 19:49:04.256 : ../models/spf_lut_sam1x5 | Iter:123200, Sample:1894400, GPixel:2.83e-03, dT:0.0053, rT:0.4588 +24-08-11 19:49:56.653 : ../models/spf_lut_sam1x5 | Iter:123300, Sample:1897600, GPixel:2.66e-03, dT:0.0030, rT:0.4484 +24-08-11 19:50:49.062 : ../models/spf_lut_sam1x5 | Iter:123400, Sample:1900800, GPixel:2.72e-03, dT:0.0031, rT:0.4479 +24-08-11 19:51:41.470 : ../models/spf_lut_sam1x5 | Iter:123500, Sample:1904000, GPixel:2.69e-03, dT:0.0030, rT:0.4477 +24-08-11 19:52:33.860 : ../models/spf_lut_sam1x5 | Iter:123600, Sample:1907200, GPixel:2.79e-03, dT:0.0029, rT:0.4470 +24-08-11 19:53:26.255 : ../models/spf_lut_sam1x5 | Iter:123700, Sample:1910400, GPixel:2.70e-03, dT:0.0030, rT:0.4471 +24-08-11 19:54:18.654 : ../models/spf_lut_sam1x5 | Iter:123800, Sample:1913600, GPixel:2.73e-03, dT:0.0030, rT:0.4489 +24-08-11 19:55:11.035 : ../models/spf_lut_sam1x5 | Iter:123900, Sample:1916800, GPixel:2.67e-03, dT:0.0028, rT:0.4486 +24-08-11 19:56:05.425 : ../models/spf_lut_sam1x5 | Iter:124000, Sample:1920000, GPixel:2.82e-03, dT:0.0059, rT:0.4632 +24-08-11 19:56:05.494 : Checkpoint saved 124000 +24-08-11 19:56:06.389 : Iter 124000 | Dataset Set5 | AVG Val PSNR: 30.991141 +24-08-11 19:56:10.154 : Iter 124000 | Dataset Set14 | AVG Val PSNR: 27.881512 +24-08-11 19:57:02.585 : ../models/spf_lut_sam1x5 | Iter:124100, Sample:1923200, GPixel:2.78e-03, dT:0.0032, rT:0.4478 +24-08-11 19:57:54.963 : ../models/spf_lut_sam1x5 | Iter:124200, Sample:1926400, GPixel:2.71e-03, dT:0.0029, rT:0.4470 +24-08-11 19:58:47.340 : ../models/spf_lut_sam1x5 | Iter:124300, Sample:1929600, GPixel:2.78e-03, dT:0.0028, rT:0.4472 +24-08-11 19:59:39.732 : ../models/spf_lut_sam1x5 | Iter:124400, Sample:1932800, GPixel:2.79e-03, dT:0.0030, rT:0.4476 +24-08-11 20:00:32.134 : ../models/spf_lut_sam1x5 | Iter:124500, Sample:1936000, GPixel:2.63e-03, dT:0.0030, rT:0.4479 +24-08-11 20:01:24.529 : ../models/spf_lut_sam1x5 | Iter:124600, Sample:1939200, GPixel:2.64e-03, dT:0.0030, rT:0.4476 +24-08-11 20:02:16.920 : ../models/spf_lut_sam1x5 | Iter:124700, Sample:1942400, GPixel:2.76e-03, dT:0.0029, rT:0.4476 +24-08-11 20:03:09.302 : ../models/spf_lut_sam1x5 | Iter:124800, Sample:1945600, GPixel:2.68e-03, dT:0.0028, rT:0.4475 +24-08-11 20:04:03.616 : ../models/spf_lut_sam1x5 | Iter:124900, Sample:1948800, GPixel:2.66e-03, dT:0.0056, rT:0.4627 +24-08-11 20:04:55.997 : ../models/spf_lut_sam1x5 | Iter:125000, Sample:1952000, GPixel:2.70e-03, dT:0.0028, rT:0.4478 +24-08-11 20:05:48.375 : ../models/spf_lut_sam1x5 | Iter:125100, Sample:1955200, GPixel:2.69e-03, dT:0.0028, rT:0.4477 +24-08-11 20:06:40.766 : ../models/spf_lut_sam1x5 | Iter:125200, Sample:1958400, GPixel:2.56e-03, dT:0.0029, rT:0.4479 +24-08-11 20:07:33.171 : ../models/spf_lut_sam1x5 | Iter:125300, Sample:1961600, GPixel:2.71e-03, dT:0.0031, rT:0.4473 +24-08-11 20:08:25.565 : ../models/spf_lut_sam1x5 | Iter:125400, Sample:1964800, GPixel:2.82e-03, dT:0.0030, rT:0.4473 +24-08-11 20:09:17.953 : ../models/spf_lut_sam1x5 | Iter:125500, Sample:1968000, GPixel:2.65e-03, dT:0.0029, rT:0.4483 +24-08-11 20:10:10.345 : ../models/spf_lut_sam1x5 | Iter:125600, Sample:1971200, GPixel:2.68e-03, dT:0.0030, rT:0.4479 +24-08-11 20:11:03.210 : ../models/spf_lut_sam1x5 | Iter:125700, Sample:1974400, GPixel:2.66e-03, dT:0.0042, rT:0.4510 +24-08-11 20:11:57.184 : ../models/spf_lut_sam1x5 | Iter:125800, Sample:1977600, GPixel:2.80e-03, dT:0.0039, rT:0.4621 +24-08-11 20:12:49.583 : ../models/spf_lut_sam1x5 | Iter:125900, Sample:1980800, GPixel:2.70e-03, dT:0.0030, rT:0.4480 +24-08-11 20:13:41.963 : ../models/spf_lut_sam1x5 | Iter:126000, Sample:1984000, GPixel:2.79e-03, dT:0.0029, rT:0.4487 +24-08-11 20:13:42.002 : Checkpoint saved 126000 +24-08-11 20:13:42.596 : Iter 126000 | Dataset Set5 | AVG Val PSNR: 31.001950 +24-08-11 20:13:45.149 : Iter 126000 | Dataset Set14 | AVG Val PSNR: 27.845321 +24-08-11 20:14:37.537 : ../models/spf_lut_sam1x5 | Iter:126100, Sample:1987200, GPixel:2.71e-03, dT:0.0029, rT:0.4475 +24-08-11 20:15:29.926 : ../models/spf_lut_sam1x5 | Iter:126200, Sample:1990400, GPixel:2.72e-03, dT:0.0029, rT:0.4482 +24-08-11 20:16:22.332 : ../models/spf_lut_sam1x5 | Iter:126300, Sample:1993600, GPixel:2.58e-03, dT:0.0030, rT:0.4478 +24-08-11 20:17:14.724 : ../models/spf_lut_sam1x5 | Iter:126400, Sample:1996800, GPixel:2.70e-03, dT:0.0029, rT:0.4478 +24-08-11 20:18:07.124 : ../models/spf_lut_sam1x5 | Iter:126500, Sample:2000000, GPixel:2.79e-03, dT:0.0030, rT:0.4481 +24-08-11 20:19:01.034 : ../models/spf_lut_sam1x5 | Iter:126600, Sample:2003200, GPixel:2.65e-03, dT:0.0049, rT:0.4600 +24-08-11 20:19:53.436 : ../models/spf_lut_sam1x5 | Iter:126700, Sample:2006400, GPixel:2.75e-03, dT:0.0030, rT:0.4476 +24-08-11 20:20:45.820 : ../models/spf_lut_sam1x5 | Iter:126800, Sample:2009600, GPixel:2.76e-03, dT:0.0029, rT:0.4478 +24-08-11 20:21:38.248 : ../models/spf_lut_sam1x5 | Iter:126900, Sample:2012800, GPixel:2.72e-03, dT:0.0032, rT:0.4475 +24-08-11 20:22:30.652 : ../models/spf_lut_sam1x5 | Iter:127000, Sample:2016000, GPixel:2.74e-03, dT:0.0030, rT:0.4475 +24-08-11 20:23:23.029 : ../models/spf_lut_sam1x5 | Iter:127100, Sample:2019200, GPixel:2.72e-03, dT:0.0028, rT:0.4470 +24-08-11 20:24:15.407 : ../models/spf_lut_sam1x5 | Iter:127200, Sample:2022400, GPixel:2.62e-03, dT:0.0028, rT:0.4468 +24-08-11 20:25:07.791 : ../models/spf_lut_sam1x5 | Iter:127300, Sample:2025600, GPixel:2.74e-03, dT:0.0029, rT:0.4469 +24-08-11 20:26:00.181 : ../models/spf_lut_sam1x5 | Iter:127400, Sample:2028800, GPixel:2.60e-03, dT:0.0029, rT:0.4469 +24-08-11 20:26:54.452 : ../models/spf_lut_sam1x5 | Iter:127500, Sample:2032000, GPixel:2.68e-03, dT:0.0058, rT:0.4625 +24-08-11 20:27:46.828 : ../models/spf_lut_sam1x5 | Iter:127600, Sample:2035200, GPixel:2.73e-03, dT:0.0029, rT:0.4469 +24-08-11 20:28:39.214 : ../models/spf_lut_sam1x5 | Iter:127700, Sample:2038400, GPixel:2.67e-03, dT:0.0029, rT:0.4476 +24-08-11 20:29:31.594 : ../models/spf_lut_sam1x5 | Iter:127800, Sample:2041600, GPixel:2.57e-03, dT:0.0029, rT:0.4472 +24-08-11 20:30:23.976 : ../models/spf_lut_sam1x5 | Iter:127900, Sample:2044800, GPixel:2.80e-03, dT:0.0029, rT:0.4467 +24-08-11 20:31:16.358 : ../models/spf_lut_sam1x5 | Iter:128000, Sample:2048000, GPixel:2.62e-03, dT:0.0029, rT:0.4478 +24-08-11 20:31:16.397 : Checkpoint saved 128000 +24-08-11 20:31:16.973 : Iter 128000 | Dataset Set5 | AVG Val PSNR: 31.013287 +24-08-11 20:31:19.513 : Iter 128000 | Dataset Set14 | AVG Val PSNR: 27.870595 +24-08-11 20:32:11.886 : ../models/spf_lut_sam1x5 | Iter:128100, Sample:2051200, GPixel:2.84e-03, dT:0.0029, rT:0.4475 +24-08-11 20:33:04.283 : ../models/spf_lut_sam1x5 | Iter:128200, Sample:2054400, GPixel:2.67e-03, dT:0.0030, rT:0.4477 +24-08-11 20:33:57.832 : ../models/spf_lut_sam1x5 | Iter:128300, Sample:2057600, GPixel:2.66e-03, dT:0.0042, rT:0.4575 +24-08-11 20:34:50.900 : ../models/spf_lut_sam1x5 | Iter:128400, Sample:2060800, GPixel:2.76e-03, dT:0.0049, rT:0.4524 +24-08-11 20:35:43.282 : ../models/spf_lut_sam1x5 | Iter:128500, Sample:2064000, GPixel:2.72e-03, dT:0.0029, rT:0.4470 +24-08-11 20:36:35.652 : ../models/spf_lut_sam1x5 | Iter:128600, Sample:2067200, GPixel:2.71e-03, dT:0.0028, rT:0.4469 +24-08-11 20:37:28.028 : ../models/spf_lut_sam1x5 | Iter:128700, Sample:2070400, GPixel:2.65e-03, dT:0.0029, rT:0.4480 +24-08-11 20:38:20.419 : ../models/spf_lut_sam1x5 | Iter:128800, Sample:2073600, GPixel:2.73e-03, dT:0.0030, rT:0.4480 +24-08-11 20:39:12.799 : ../models/spf_lut_sam1x5 | Iter:128900, Sample:2076800, GPixel:2.69e-03, dT:0.0029, rT:0.4480 +24-08-11 20:40:05.176 : ../models/spf_lut_sam1x5 | Iter:129000, Sample:2080000, GPixel:2.70e-03, dT:0.0029, rT:0.4468 +24-08-11 20:40:57.554 : ../models/spf_lut_sam1x5 | Iter:129100, Sample:2083200, GPixel:2.64e-03, dT:0.0029, rT:0.4469 +24-08-11 20:41:51.884 : ../models/spf_lut_sam1x5 | Iter:129200, Sample:2086400, GPixel:2.60e-03, dT:0.0058, rT:0.4639 +24-08-11 20:42:44.307 : ../models/spf_lut_sam1x5 | Iter:129300, Sample:2089600, GPixel:2.66e-03, dT:0.0031, rT:0.4480 +24-08-11 20:43:36.694 : ../models/spf_lut_sam1x5 | Iter:129400, Sample:2092800, GPixel:2.71e-03, dT:0.0029, rT:0.4483 +24-08-11 20:44:29.060 : ../models/spf_lut_sam1x5 | Iter:129500, Sample:2096000, GPixel:2.77e-03, dT:0.0027, rT:0.4482 +24-08-11 20:45:21.437 : ../models/spf_lut_sam1x5 | Iter:129600, Sample:2099200, GPixel:2.69e-03, dT:0.0029, rT:0.4473 +24-08-11 20:46:13.850 : ../models/spf_lut_sam1x5 | Iter:129700, Sample:2102400, GPixel:2.69e-03, dT:0.0031, rT:0.4477 +24-08-11 20:47:06.250 : ../models/spf_lut_sam1x5 | Iter:129800, Sample:2105600, GPixel:2.75e-03, dT:0.0030, rT:0.4480 +24-08-11 20:47:58.635 : ../models/spf_lut_sam1x5 | Iter:129900, Sample:2108800, GPixel:2.69e-03, dT:0.0029, rT:0.4471 +24-08-11 20:48:51.015 : ../models/spf_lut_sam1x5 | Iter:130000, Sample:2112000, GPixel:2.70e-03, dT:0.0028, rT:0.4474 +24-08-11 20:48:51.054 : Checkpoint saved 130000 +24-08-11 20:48:51.631 : Iter 130000 | Dataset Set5 | AVG Val PSNR: 31.033411 +24-08-11 20:48:55.079 : Iter 130000 | Dataset Set14 | AVG Val PSNR: 27.880666 +24-08-11 20:49:49.443 : ../models/spf_lut_sam1x5 | Iter:130100, Sample:2115200, GPixel:2.75e-03, dT:0.0063, rT:0.4623 +24-08-11 20:50:41.844 : ../models/spf_lut_sam1x5 | Iter:130200, Sample:2118400, GPixel:2.74e-03, dT:0.0030, rT:0.4489 +24-08-11 20:51:34.245 : ../models/spf_lut_sam1x5 | Iter:130300, Sample:2121600, GPixel:2.71e-03, dT:0.0029, rT:0.4500 +24-08-11 20:52:26.669 : ../models/spf_lut_sam1x5 | Iter:130400, Sample:2124800, GPixel:2.67e-03, dT:0.0031, rT:0.4491 +24-08-11 20:53:19.098 : ../models/spf_lut_sam1x5 | Iter:130500, Sample:2128000, GPixel:2.67e-03, dT:0.0031, rT:0.4492 +24-08-11 20:54:11.504 : ../models/spf_lut_sam1x5 | Iter:130600, Sample:2131200, GPixel:2.73e-03, dT:0.0029, rT:0.4482 +24-08-11 20:55:03.909 : ../models/spf_lut_sam1x5 | Iter:130700, Sample:2134400, GPixel:2.66e-03, dT:0.0029, rT:0.4483 +24-08-11 20:55:56.313 : ../models/spf_lut_sam1x5 | Iter:130800, Sample:2137600, GPixel:2.63e-03, dT:0.0029, rT:0.4483 +24-08-11 20:56:50.719 : 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Sample:2166400, GPixel:2.62e-03, dT:0.0032, rT:0.4489 +24-08-11 21:04:45.092 : ../models/spf_lut_sam1x5 | Iter:131800, Sample:2169600, GPixel:2.58e-03, dT:0.0060, rT:0.4661 +24-08-11 21:05:37.550 : ../models/spf_lut_sam1x5 | Iter:131900, Sample:2172800, GPixel:2.79e-03, dT:0.0033, rT:0.4497 +24-08-11 21:06:29.989 : ../models/spf_lut_sam1x5 | Iter:132000, Sample:2176000, GPixel:2.71e-03, dT:0.0032, rT:0.4493 +24-08-11 21:06:30.029 : Checkpoint saved 132000 +24-08-11 21:06:30.619 : Iter 132000 | Dataset Set5 | AVG Val PSNR: 30.955254 +24-08-11 21:06:33.198 : Iter 132000 | Dataset Set14 | AVG Val PSNR: 27.836611 +24-08-11 21:07:25.645 : ../models/spf_lut_sam1x5 | Iter:132100, Sample:2179200, GPixel:2.87e-03, dT:0.0033, rT:0.4489 +24-08-11 21:08:18.056 : ../models/spf_lut_sam1x5 | Iter:132200, Sample:2182400, GPixel:2.88e-03, dT:0.0030, rT:0.4494 +24-08-11 21:09:10.495 : ../models/spf_lut_sam1x5 | Iter:132300, Sample:2185600, GPixel:2.81e-03, dT:0.0031, rT:0.4483 +24-08-11 21:10:02.919 : ../models/spf_lut_sam1x5 | Iter:132400, Sample:2188800, GPixel:2.83e-03, dT:0.0031, rT:0.4486 +24-08-11 21:10:55.365 : ../models/spf_lut_sam1x5 | Iter:132500, Sample:2192000, GPixel:2.73e-03, dT:0.0033, rT:0.4481 +24-08-11 21:11:48.371 : ../models/spf_lut_sam1x5 | Iter:132600, Sample:2195200, GPixel:2.83e-03, dT:0.0041, rT:0.4530 +24-08-11 21:12:42.332 : ../models/spf_lut_sam1x5 | Iter:132700, Sample:2198400, GPixel:2.69e-03, dT:0.0046, rT:0.4613 +24-08-11 21:13:34.765 : ../models/spf_lut_sam1x5 | Iter:132800, Sample:2201600, GPixel:2.68e-03, dT:0.0032, rT:0.4489 +24-08-11 21:14:27.196 : ../models/spf_lut_sam1x5 | Iter:132900, Sample:2204800, GPixel:2.56e-03, dT:0.0031, rT:0.4495 +24-08-11 21:15:19.617 : ../models/spf_lut_sam1x5 | Iter:133000, Sample:2208000, GPixel:2.85e-03, dT:0.0030, rT:0.4496 +24-08-11 21:16:12.030 : ../models/spf_lut_sam1x5 | Iter:133100, Sample:2211200, GPixel:2.59e-03, dT:0.0029, rT:0.4490 +24-08-11 21:17:04.430 : ../models/spf_lut_sam1x5 | Iter:133200, Sample:2214400, GPixel:2.68e-03, dT:0.0029, rT:0.4472 +24-08-11 21:17:56.857 : ../models/spf_lut_sam1x5 | Iter:133300, Sample:2217600, GPixel:2.73e-03, dT:0.0031, rT:0.4480 +24-08-11 21:18:49.297 : ../models/spf_lut_sam1x5 | Iter:133400, Sample:2220800, GPixel:2.72e-03, dT:0.0031, rT:0.4491 +24-08-11 21:19:43.790 : ../models/spf_lut_sam1x5 | Iter:133500, Sample:2224000, GPixel:2.73e-03, dT:0.0057, rT:0.4660 +24-08-11 21:20:36.381 : ../models/spf_lut_sam1x5 | Iter:133600, Sample:2227200, GPixel:2.86e-03, dT:0.0039, rT:0.4494 +24-08-11 21:21:28.823 : ../models/spf_lut_sam1x5 | Iter:133700, Sample:2230400, GPixel:2.86e-03, dT:0.0032, rT:0.4497 +24-08-11 21:22:21.271 : ../models/spf_lut_sam1x5 | Iter:133800, Sample:2233600, GPixel:2.71e-03, dT:0.0033, rT:0.4491 +24-08-11 21:23:13.692 : ../models/spf_lut_sam1x5 | Iter:133900, Sample:2236800, GPixel:2.69e-03, dT:0.0030, rT:0.4494 +24-08-11 21:24:06.100 : ../models/spf_lut_sam1x5 | Iter:134000, Sample:2240000, GPixel:2.78e-03, dT:0.0029, rT:0.4489 +24-08-11 21:24:06.142 : Checkpoint saved 134000 +24-08-11 21:24:06.729 : Iter 134000 | Dataset Set5 | AVG Val PSNR: 31.021527 +24-08-11 21:24:09.298 : Iter 134000 | Dataset Set14 | AVG Val PSNR: 27.875523 +24-08-11 21:25:01.731 : ../models/spf_lut_sam1x5 | Iter:134100, Sample:2243200, GPixel:2.80e-03, dT:0.0031, rT:0.4491 +24-08-11 21:25:54.145 : ../models/spf_lut_sam1x5 | Iter:134200, Sample:2246400, GPixel:2.67e-03, dT:0.0030, rT:0.4487 +24-08-11 21:26:46.551 : ../models/spf_lut_sam1x5 | Iter:134300, Sample:2249600, GPixel:2.86e-03, dT:0.0030, rT:0.4493 +24-08-11 21:27:40.792 : ../models/spf_lut_sam1x5 | Iter:134400, Sample:2252800, GPixel:2.68e-03, dT:0.0055, rT:0.4640 +24-08-11 21:28:33.197 : ../models/spf_lut_sam1x5 | Iter:134500, Sample:2256000, GPixel:2.73e-03, dT:0.0030, rT:0.4486 +24-08-11 21:29:25.601 : ../models/spf_lut_sam1x5 | Iter:134600, Sample:2259200, GPixel:2.84e-03, dT:0.0030, rT:0.4492 +24-08-11 21:30:18.034 : ../models/spf_lut_sam1x5 | Iter:134700, Sample:2262400, GPixel:2.88e-03, dT:0.0031, rT:0.4491 +24-08-11 21:31:10.466 : ../models/spf_lut_sam1x5 | Iter:134800, Sample:2265600, GPixel:2.64e-03, dT:0.0031, rT:0.4496 +24-08-11 21:32:02.881 : ../models/spf_lut_sam1x5 | Iter:134900, Sample:2268800, GPixel:2.68e-03, dT:0.0030, rT:0.4485 +24-08-11 21:32:55.316 : ../models/spf_lut_sam1x5 | Iter:135000, Sample:2272000, GPixel:2.73e-03, dT:0.0031, rT:0.4487 +24-08-11 21:33:47.733 : ../models/spf_lut_sam1x5 | Iter:135100, Sample:2275200, GPixel:2.60e-03, dT:0.0030, rT:0.4495 +24-08-11 21:34:40.941 : ../models/spf_lut_sam1x5 | Iter:135200, Sample:2278400, GPixel:2.75e-03, dT:0.0045, rT:0.4542 +24-08-11 21:35:34.199 : ../models/spf_lut_sam1x5 | Iter:135300, Sample:2281600, GPixel:2.63e-03, dT:0.0041, rT:0.4544 +24-08-11 21:36:26.606 : ../models/spf_lut_sam1x5 | Iter:135400, Sample:2284800, GPixel:2.70e-03, dT:0.0030, rT:0.4493 +24-08-11 21:37:19.020 : ../models/spf_lut_sam1x5 | Iter:135500, Sample:2288000, GPixel:2.75e-03, dT:0.0030, rT:0.4486 +24-08-11 21:38:11.432 : ../models/spf_lut_sam1x5 | Iter:135600, Sample:2291200, GPixel:2.73e-03, dT:0.0030, rT:0.4489 +24-08-11 21:39:03.840 : ../models/spf_lut_sam1x5 | Iter:135700, Sample:2294400, GPixel:2.71e-03, dT:0.0030, rT:0.4491 +24-08-11 21:39:56.240 : ../models/spf_lut_sam1x5 | Iter:135800, Sample:2297600, GPixel:2.68e-03, dT:0.0029, rT:0.4491 +24-08-11 21:40:48.667 : ../models/spf_lut_sam1x5 | Iter:135900, Sample:2300800, GPixel:2.71e-03, dT:0.0031, rT:0.4494 +24-08-11 21:41:41.079 : ../models/spf_lut_sam1x5 | Iter:136000, Sample:2304000, GPixel:2.73e-03, dT:0.0030, rT:0.4492 +24-08-11 21:41:41.124 : Checkpoint saved 136000 +24-08-11 21:41:41.703 : Iter 136000 | Dataset Set5 | AVG Val PSNR: 31.032458 +24-08-11 21:41:44.231 : Iter 136000 | Dataset Set14 | AVG Val PSNR: 27.875243 +24-08-11 21:42:38.440 : ../models/spf_lut_sam1x5 | Iter:136100, Sample:2307200, GPixel:2.80e-03, dT:0.0056, rT:0.4630 +24-08-11 21:43:30.887 : ../models/spf_lut_sam1x5 | Iter:136200, Sample:2310400, GPixel:2.74e-03, dT:0.0032, rT:0.4493 +24-08-11 21:44:23.315 : ../models/spf_lut_sam1x5 | Iter:136300, Sample:2313600, GPixel:2.79e-03, dT:0.0031, rT:0.4493 +24-08-11 21:45:15.759 : ../models/spf_lut_sam1x5 | Iter:136400, Sample:2316800, GPixel:2.83e-03, dT:0.0033, rT:0.4487 +24-08-11 21:46:08.184 : ../models/spf_lut_sam1x5 | Iter:136500, Sample:2320000, GPixel:2.82e-03, dT:0.0031, rT:0.4501 +24-08-11 21:47:00.590 : ../models/spf_lut_sam1x5 | Iter:136600, Sample:2323200, GPixel:2.79e-03, dT:0.0030, rT:0.4484 +24-08-11 21:47:53.020 : ../models/spf_lut_sam1x5 | Iter:136700, Sample:2326400, GPixel:2.52e-03, dT:0.0031, rT:0.4495 +24-08-11 21:48:45.435 : ../models/spf_lut_sam1x5 | Iter:136800, Sample:2329600, GPixel:2.72e-03, dT:0.0030, rT:0.4488 +24-08-11 21:49:38.144 : ../models/spf_lut_sam1x5 | Iter:136900, Sample:2332800, GPixel:2.67e-03, dT:0.0034, rT:0.4509 +24-08-11 21:50:32.156 : ../models/spf_lut_sam1x5 | Iter:137000, Sample:2336000, GPixel:2.82e-03, dT:0.0055, rT:0.4610 +24-08-11 21:51:24.559 : ../models/spf_lut_sam1x5 | Iter:137100, Sample:2339200, GPixel:2.80e-03, dT:0.0029, rT:0.4485 +24-08-11 21:52:17.000 : ../models/spf_lut_sam1x5 | Iter:137200, Sample:2342400, GPixel:2.73e-03, dT:0.0032, rT:0.4496 +24-08-11 21:53:09.417 : ../models/spf_lut_sam1x5 | Iter:137300, Sample:2345600, GPixel:2.82e-03, dT:0.0030, rT:0.4497 +24-08-11 21:54:01.841 : ../models/spf_lut_sam1x5 | Iter:137400, Sample:2348800, GPixel:2.73e-03, dT:0.0031, rT:0.4498 +24-08-11 21:54:54.270 : ../models/spf_lut_sam1x5 | Iter:137500, Sample:2352000, GPixel:2.78e-03, dT:0.0031, rT:0.4487 +24-08-11 21:55:46.682 : ../models/spf_lut_sam1x5 | Iter:137600, Sample:2355200, GPixel:2.77e-03, dT:0.0030, rT:0.4469 +24-08-11 21:56:39.091 : ../models/spf_lut_sam1x5 | Iter:137700, Sample:2358400, GPixel:2.77e-03, dT:0.0030, rT:0.4486 +24-08-11 21:57:32.994 : ../models/spf_lut_sam1x5 | Iter:137800, Sample:2361600, GPixel:2.60e-03, dT:0.0045, rT:0.4602 +24-08-11 21:58:25.736 : ../models/spf_lut_sam1x5 | Iter:137900, Sample:2364800, GPixel:2.81e-03, dT:0.0035, rT:0.4512 +24-08-11 21:59:18.147 : ../models/spf_lut_sam1x5 | Iter:138000, Sample:2368000, GPixel:2.72e-03, dT:0.0030, rT:0.4497 +24-08-11 21:59:18.188 : Checkpoint saved 138000 +24-08-11 21:59:18.774 : Iter 138000 | Dataset Set5 | AVG Val PSNR: 31.006881 +24-08-11 21:59:21.339 : Iter 138000 | Dataset Set14 | AVG Val PSNR: 27.859269 +24-08-11 22:00:13.744 : ../models/spf_lut_sam1x5 | Iter:138100, Sample:2371200, GPixel:2.84e-03, dT:0.0030, rT:0.4489 +24-08-11 22:01:06.147 : ../models/spf_lut_sam1x5 | Iter:138200, Sample:2374400, GPixel:2.80e-03, dT:0.0029, rT:0.4494 +24-08-11 22:01:58.532 : ../models/spf_lut_sam1x5 | Iter:138300, Sample:2377600, GPixel:2.90e-03, dT:0.0028, rT:0.4485 +24-08-11 22:02:50.956 : ../models/spf_lut_sam1x5 | Iter:138400, Sample:2380800, GPixel:2.73e-03, dT:0.0031, rT:0.4481 +24-08-11 22:03:43.369 : ../models/spf_lut_sam1x5 | Iter:138500, Sample:2384000, GPixel:2.76e-03, dT:0.0031, rT:0.4486 +24-08-11 22:04:35.788 : ../models/spf_lut_sam1x5 | Iter:138600, Sample:2387200, GPixel:2.84e-03, dT:0.0030, rT:0.4482 +24-08-11 22:05:29.686 : ../models/spf_lut_sam1x5 | Iter:138700, Sample:2390400, GPixel:2.62e-03, dT:0.0055, rT:0.4598 +24-08-11 22:06:22.110 : ../models/spf_lut_sam1x5 | Iter:138800, Sample:2393600, GPixel:2.72e-03, dT:0.0031, rT:0.4486 +24-08-11 22:07:14.509 : ../models/spf_lut_sam1x5 | Iter:138900, Sample:2396800, GPixel:2.72e-03, dT:0.0029, rT:0.4488 +24-08-11 22:08:06.920 : ../models/spf_lut_sam1x5 | Iter:139000, Sample:2400000, GPixel:2.72e-03, dT:0.0030, rT:0.4482 +24-08-11 22:08:59.320 : ../models/spf_lut_sam1x5 | Iter:139100, Sample:2403200, GPixel:2.64e-03, dT:0.0030, rT:0.4477 +24-08-11 22:09:51.745 : ../models/spf_lut_sam1x5 | Iter:139200, Sample:2406400, GPixel:2.75e-03, dT:0.0031, rT:0.4484 +24-08-11 22:10:44.169 : ../models/spf_lut_sam1x5 | Iter:139300, Sample:2409600, GPixel:2.73e-03, dT:0.0031, rT:0.4479 +24-08-11 22:11:36.614 : ../models/spf_lut_sam1x5 | Iter:139400, Sample:2412800, GPixel:2.63e-03, dT:0.0033, rT:0.4496 +24-08-11 22:12:29.742 : ../models/spf_lut_sam1x5 | Iter:139500, Sample:2416000, GPixel:2.78e-03, dT:0.0040, rT:0.4533 +24-08-11 22:13:23.697 : ../models/spf_lut_sam1x5 | Iter:139600, Sample:2419200, GPixel:2.71e-03, dT:0.0051, rT:0.4598 +24-08-11 22:14:16.113 : ../models/spf_lut_sam1x5 | Iter:139700, Sample:2422400, GPixel:2.70e-03, dT:0.0030, rT:0.4484 +24-08-11 22:15:08.519 : ../models/spf_lut_sam1x5 | Iter:139800, Sample:2425600, GPixel:2.67e-03, dT:0.0030, rT:0.4486 +24-08-11 22:16:00.948 : ../models/spf_lut_sam1x5 | Iter:139900, Sample:2428800, GPixel:2.72e-03, dT:0.0031, rT:0.4475 +24-08-11 22:16:53.361 : ../models/spf_lut_sam1x5 | Iter:140000, Sample:2432000, GPixel:2.69e-03, dT:0.0030, rT:0.4477 +24-08-11 22:16:53.401 : Checkpoint saved 140000 +24-08-11 22:16:53.981 : Iter 140000 | Dataset Set5 | AVG Val PSNR: 30.950745 +24-08-11 22:16:56.545 : Iter 140000 | Dataset Set14 | AVG Val PSNR: 27.840293 +24-08-11 22:17:48.951 : ../models/spf_lut_sam1x5 | Iter:140100, Sample:2435200, GPixel:2.65e-03, dT:0.0029, rT:0.4481 +24-08-11 22:18:41.349 : ../models/spf_lut_sam1x5 | Iter:140200, Sample:2438400, GPixel:2.81e-03, dT:0.0029, rT:0.4473 +24-08-11 22:19:33.769 : ../models/spf_lut_sam1x5 | Iter:140300, Sample:2441600, GPixel:2.82e-03, dT:0.0031, rT:0.4477 +24-08-11 22:20:28.486 : ../models/spf_lut_sam1x5 | Iter:140400, Sample:2444800, GPixel:2.73e-03, dT:0.0067, rT:0.4672 +24-08-11 22:21:20.871 : ../models/spf_lut_sam1x5 | Iter:140500, Sample:2448000, GPixel:2.73e-03, dT:0.0028, rT:0.4475 +24-08-11 22:22:13.285 : ../models/spf_lut_sam1x5 | Iter:140600, Sample:2451200, GPixel:2.73e-03, dT:0.0030, rT:0.4475 +24-08-11 22:23:05.721 : ../models/spf_lut_sam1x5 | Iter:140700, Sample:2454400, GPixel:2.71e-03, dT:0.0032, rT:0.4489 +24-08-11 22:23:58.192 : ../models/spf_lut_sam1x5 | Iter:140800, Sample:2457600, GPixel:2.78e-03, dT:0.0035, rT:0.4497 +24-08-11 22:24:50.602 : ../models/spf_lut_sam1x5 | Iter:140900, Sample:2460800, GPixel:2.72e-03, dT:0.0030, rT:0.4486 +24-08-11 22:25:43.034 : ../models/spf_lut_sam1x5 | Iter:141000, Sample:2464000, GPixel:2.84e-03, dT:0.0031, rT:0.4504 +24-08-11 22:26:35.487 : ../models/spf_lut_sam1x5 | Iter:141100, Sample:2467200, GPixel:2.69e-03, dT:0.0033, rT:0.4485 +24-08-11 22:27:27.912 : ../models/spf_lut_sam1x5 | Iter:141200, Sample:2470400, GPixel:2.81e-03, dT:0.0030, rT:0.4479 +24-08-11 22:28:22.215 : ../models/spf_lut_sam1x5 | Iter:141300, Sample:2473600, GPixel:2.77e-03, dT:0.0061, rT:0.4636 +24-08-11 22:29:14.643 : ../models/spf_lut_sam1x5 | Iter:141400, Sample:2476800, GPixel:2.74e-03, dT:0.0031, rT:0.4490 +24-08-11 22:30:07.095 : ../models/spf_lut_sam1x5 | Iter:141500, Sample:2480000, GPixel:2.81e-03, dT:0.0033, rT:0.4487 +24-08-11 22:30:59.506 : ../models/spf_lut_sam1x5 | Iter:141600, Sample:2483200, GPixel:2.87e-03, dT:0.0030, rT:0.4480 +24-08-11 22:31:51.913 : ../models/spf_lut_sam1x5 | Iter:141700, Sample:2486400, GPixel:2.73e-03, dT:0.0030, rT:0.4476 +24-08-11 22:32:44.328 : ../models/spf_lut_sam1x5 | Iter:141800, Sample:2489600, GPixel:2.63e-03, dT:0.0030, rT:0.4474 +24-08-11 22:33:36.769 : ../models/spf_lut_sam1x5 | Iter:141900, Sample:2492800, GPixel:2.68e-03, dT:0.0032, rT:0.4495 +24-08-11 22:34:29.195 : ../models/spf_lut_sam1x5 | Iter:142000, Sample:2496000, GPixel:2.69e-03, dT:0.0030, rT:0.4474 +24-08-11 22:34:29.235 : Checkpoint saved 142000 +24-08-11 22:34:29.815 : Iter 142000 | Dataset Set5 | AVG Val PSNR: 31.012332 +24-08-11 22:34:32.365 : Iter 142000 | Dataset Set14 | AVG Val PSNR: 27.886397 +24-08-11 22:35:25.577 : ../models/spf_lut_sam1x5 | Iter:142100, Sample:2499200, GPixel:2.67e-03, dT:0.0043, rT:0.4546 +24-08-11 22:36:19.212 : ../models/spf_lut_sam1x5 | Iter:142200, Sample:2502400, GPixel:2.70e-03, dT:0.0044, rT:0.4584 +24-08-11 22:37:11.614 : ../models/spf_lut_sam1x5 | Iter:142300, Sample:2505600, GPixel:2.70e-03, dT:0.0029, rT:0.4478 +24-08-11 22:38:04.013 : ../models/spf_lut_sam1x5 | Iter:142400, Sample:2508800, GPixel:2.81e-03, dT:0.0029, rT:0.4486 +24-08-11 22:38:56.437 : ../models/spf_lut_sam1x5 | Iter:142500, Sample:2512000, GPixel:2.81e-03, dT:0.0031, rT:0.4484 +24-08-11 22:39:48.851 : ../models/spf_lut_sam1x5 | Iter:142600, Sample:2515200, GPixel:2.62e-03, dT:0.0030, rT:0.4479 +24-08-11 22:40:41.267 : ../models/spf_lut_sam1x5 | Iter:142700, Sample:2518400, GPixel:2.78e-03, dT:0.0030, rT:0.4490 +24-08-11 22:41:33.651 : ../models/spf_lut_sam1x5 | Iter:142800, Sample:2521600, GPixel:2.63e-03, dT:0.0028, rT:0.4483 +24-08-11 22:42:26.035 : ../models/spf_lut_sam1x5 | Iter:142900, Sample:2524800, GPixel:2.74e-03, dT:0.0028, rT:0.4482 +24-08-11 22:43:20.060 : ../models/spf_lut_sam1x5 | Iter:143000, Sample:2528000, GPixel:2.79e-03, dT:0.0052, rT:0.4621 +24-08-11 22:44:12.474 : ../models/spf_lut_sam1x5 | Iter:143100, Sample:2531200, GPixel:2.65e-03, dT:0.0030, rT:0.4488 +24-08-11 22:45:04.895 : ../models/spf_lut_sam1x5 | Iter:143200, Sample:2534400, GPixel:2.66e-03, dT:0.0031, rT:0.4494 +24-08-11 22:45:57.293 : ../models/spf_lut_sam1x5 | Iter:143300, Sample:2537600, GPixel:2.68e-03, dT:0.0029, rT:0.4480 +24-08-11 22:46:49.752 : ../models/spf_lut_sam1x5 | Iter:143400, Sample:2540800, GPixel:2.79e-03, dT:0.0033, rT:0.4497 +24-08-11 22:47:42.161 : ../models/spf_lut_sam1x5 | Iter:143500, Sample:2544000, GPixel:2.67e-03, dT:0.0029, rT:0.4479 +24-08-11 22:48:34.616 : ../models/spf_lut_sam1x5 | Iter:143600, Sample:2547200, GPixel:2.74e-03, dT:0.0033, rT:0.4498 +24-08-11 22:49:27.003 : ../models/spf_lut_sam1x5 | Iter:143700, Sample:2550400, GPixel:2.73e-03, dT:0.0027, rT:0.4487 +24-08-11 22:50:19.389 : ../models/spf_lut_sam1x5 | Iter:143800, Sample:2553600, GPixel:2.67e-03, dT:0.0028, rT:0.4478 +24-08-11 22:51:13.963 : ../models/spf_lut_sam1x5 | Iter:143900, Sample:2556800, GPixel:2.78e-03, dT:0.0067, rT:0.4650 +24-08-11 22:52:06.373 : ../models/spf_lut_sam1x5 | Iter:144000, Sample:2560000, GPixel:2.75e-03, dT:0.0030, rT:0.4489 +24-08-11 22:52:06.412 : Checkpoint saved 144000 +24-08-11 22:52:06.979 : Iter 144000 | Dataset Set5 | AVG Val PSNR: 31.036316 +24-08-11 22:52:09.545 : Iter 144000 | Dataset Set14 | AVG Val PSNR: 27.888275 +24-08-11 22:53:01.938 : ../models/spf_lut_sam1x5 | Iter:144100, Sample:2563200, GPixel:2.79e-03, dT:0.0029, rT:0.4473 +24-08-11 22:53:54.348 : ../models/spf_lut_sam1x5 | Iter:144200, Sample:2566400, GPixel:2.66e-03, dT:0.0030, rT:0.4484 +24-08-11 22:54:46.749 : ../models/spf_lut_sam1x5 | Iter:144300, Sample:2569600, GPixel:2.67e-03, dT:0.0030, rT:0.4471 +24-08-11 22:55:39.153 : ../models/spf_lut_sam1x5 | Iter:144400, Sample:2572800, GPixel:2.68e-03, dT:0.0030, rT:0.4473 +24-08-11 22:56:31.562 : ../models/spf_lut_sam1x5 | Iter:144500, Sample:2576000, GPixel:2.69e-03, dT:0.0030, rT:0.4475 +24-08-11 22:57:23.974 : ../models/spf_lut_sam1x5 | Iter:144600, Sample:2579200, GPixel:2.72e-03, dT:0.0029, rT:0.4482 +24-08-11 22:58:17.920 : ../models/spf_lut_sam1x5 | Iter:144700, Sample:2582400, GPixel:2.68e-03, dT:0.0050, rT:0.4607 +24-08-11 22:59:10.870 : ../models/spf_lut_sam1x5 | Iter:144800, Sample:2585600, GPixel:2.76e-03, dT:0.0041, rT:0.4532 +24-08-11 23:00:03.311 : ../models/spf_lut_sam1x5 | Iter:144900, Sample:2588800, GPixel:2.70e-03, dT:0.0032, rT:0.4492 +24-08-11 23:00:55.727 : ../models/spf_lut_sam1x5 | Iter:145000, Sample:2592000, GPixel:2.74e-03, dT:0.0030, rT:0.4488 +24-08-11 23:01:48.156 : ../models/spf_lut_sam1x5 | Iter:145100, Sample:2595200, GPixel:2.79e-03, dT:0.0031, rT:0.4485 +24-08-11 23:02:40.602 : ../models/spf_lut_sam1x5 | Iter:145200, Sample:2598400, GPixel:2.71e-03, dT:0.0032, rT:0.4484 +24-08-11 23:03:33.045 : ../models/spf_lut_sam1x5 | Iter:145300, Sample:2601600, GPixel:2.60e-03, dT:0.0031, rT:0.4488 +24-08-11 23:04:25.447 : ../models/spf_lut_sam1x5 | Iter:145400, Sample:2604800, GPixel:2.62e-03, dT:0.0029, rT:0.4473 +24-08-11 23:05:17.857 : ../models/spf_lut_sam1x5 | Iter:145500, Sample:2608000, GPixel:2.76e-03, dT:0.0029, rT:0.4479 +24-08-11 23:06:12.104 : ../models/spf_lut_sam1x5 | Iter:145600, Sample:2611200, GPixel:2.76e-03, dT:0.0059, rT:0.4626 +24-08-11 23:07:04.533 : ../models/spf_lut_sam1x5 | Iter:145700, Sample:2614400, GPixel:2.75e-03, dT:0.0031, rT:0.4485 +24-08-11 23:07:56.970 : ../models/spf_lut_sam1x5 | Iter:145800, Sample:2617600, GPixel:2.86e-03, dT:0.0031, rT:0.4488 +24-08-11 23:08:49.379 : ../models/spf_lut_sam1x5 | Iter:145900, Sample:2620800, GPixel:2.89e-03, dT:0.0029, rT:0.4483 +24-08-11 23:09:41.798 : ../models/spf_lut_sam1x5 | Iter:146000, Sample:2624000, GPixel:2.78e-03, dT:0.0030, rT:0.4482 +24-08-11 23:09:41.838 : Checkpoint saved 146000 +24-08-11 23:09:42.435 : Iter 146000 | Dataset Set5 | AVG Val PSNR: 31.018064 +24-08-11 23:09:44.992 : Iter 146000 | Dataset Set14 | AVG Val PSNR: 27.891828 +24-08-11 23:10:37.385 : ../models/spf_lut_sam1x5 | Iter:146100, Sample:2627200, GPixel:2.70e-03, dT:0.0029, rT:0.4485 +24-08-11 23:11:29.779 : ../models/spf_lut_sam1x5 | Iter:146200, Sample:2630400, GPixel:2.64e-03, dT:0.0029, rT:0.4478 +24-08-11 23:12:22.196 : ../models/spf_lut_sam1x5 | Iter:146300, Sample:2633600, GPixel:2.63e-03, dT:0.0031, rT:0.4479 +24-08-11 23:13:15.433 : ../models/spf_lut_sam1x5 | Iter:146400, Sample:2636800, GPixel:2.69e-03, dT:0.0038, rT:0.4545 +24-08-11 23:14:09.112 : ../models/spf_lut_sam1x5 | Iter:146500, Sample:2640000, GPixel:2.57e-03, dT:0.0041, rT:0.4599 +24-08-11 23:15:01.528 : ../models/spf_lut_sam1x5 | Iter:146600, Sample:2643200, GPixel:2.72e-03, dT:0.0030, rT:0.4487 +24-08-11 23:15:53.942 : ../models/spf_lut_sam1x5 | Iter:146700, Sample:2646400, GPixel:2.75e-03, dT:0.0030, rT:0.4481 +24-08-11 23:16:46.336 : ../models/spf_lut_sam1x5 | Iter:146800, Sample:2649600, GPixel:2.72e-03, dT:0.0029, rT:0.4475 +24-08-11 23:17:38.749 : ../models/spf_lut_sam1x5 | Iter:146900, Sample:2652800, GPixel:2.81e-03, dT:0.0031, rT:0.4479 +24-08-11 23:18:31.168 : ../models/spf_lut_sam1x5 | Iter:147000, Sample:2656000, GPixel:2.62e-03, dT:0.0031, rT:0.4474 +24-08-11 23:19:23.601 : ../models/spf_lut_sam1x5 | Iter:147100, Sample:2659200, GPixel:2.74e-03, dT:0.0031, rT:0.4486 +24-08-11 23:20:16.027 : ../models/spf_lut_sam1x5 | Iter:147200, Sample:2662400, GPixel:2.66e-03, dT:0.0031, rT:0.4473 +24-08-11 23:21:09.960 : ../models/spf_lut_sam1x5 | Iter:147300, Sample:2665600, GPixel:2.65e-03, dT:0.0059, rT:0.4588 +24-08-11 23:22:02.376 : ../models/spf_lut_sam1x5 | Iter:147400, Sample:2668800, GPixel:2.64e-03, dT:0.0030, rT:0.4489 +24-08-11 23:22:54.778 : ../models/spf_lut_sam1x5 | Iter:147500, Sample:2672000, GPixel:2.76e-03, dT:0.0029, rT:0.4473 +24-08-11 23:23:47.181 : ../models/spf_lut_sam1x5 | Iter:147600, Sample:2675200, GPixel:2.73e-03, dT:0.0030, rT:0.4485 +24-08-11 23:24:39.589 : ../models/spf_lut_sam1x5 | Iter:147700, Sample:2678400, GPixel:2.66e-03, dT:0.0030, rT:0.4480 +24-08-11 23:25:32.005 : ../models/spf_lut_sam1x5 | Iter:147800, Sample:2681600, GPixel:2.74e-03, dT:0.0030, rT:0.4488 +24-08-11 23:26:24.436 : ../models/spf_lut_sam1x5 | Iter:147900, Sample:2684800, GPixel:2.84e-03, dT:0.0031, rT:0.4477 +24-08-11 23:27:16.848 : ../models/spf_lut_sam1x5 | Iter:148000, Sample:2688000, GPixel:2.87e-03, dT:0.0030, rT:0.4474 +24-08-11 23:27:16.887 : Checkpoint saved 148000 +24-08-11 23:27:17.463 : Iter 148000 | Dataset Set5 | AVG Val PSNR: 31.006699 +24-08-11 23:27:20.024 : Iter 148000 | Dataset Set14 | AVG Val PSNR: 27.864363 +24-08-11 23:28:12.442 : ../models/spf_lut_sam1x5 | Iter:148100, Sample:2691200, GPixel:2.72e-03, dT:0.0030, rT:0.4477 +24-08-11 23:29:06.936 : ../models/spf_lut_sam1x5 | Iter:148200, Sample:2694400, GPixel:2.54e-03, dT:0.0055, rT:0.4651 +24-08-11 23:29:59.373 : ../models/spf_lut_sam1x5 | Iter:148300, Sample:2697600, GPixel:2.73e-03, dT:0.0031, rT:0.4492 +24-08-11 23:30:51.813 : ../models/spf_lut_sam1x5 | Iter:148400, Sample:2700800, GPixel:2.70e-03, dT:0.0032, rT:0.4495 +24-08-11 23:31:44.248 : ../models/spf_lut_sam1x5 | Iter:148500, Sample:2704000, GPixel:2.60e-03, dT:0.0032, rT:0.4497 +24-08-11 23:32:36.685 : ../models/spf_lut_sam1x5 | Iter:148600, Sample:2707200, GPixel:2.71e-03, dT:0.0032, rT:0.4494 +24-08-11 23:33:29.092 : ../models/spf_lut_sam1x5 | Iter:148700, Sample:2710400, GPixel:2.69e-03, dT:0.0030, rT:0.4484 +24-08-11 23:34:21.499 : ../models/spf_lut_sam1x5 | Iter:148800, Sample:2713600, GPixel:2.70e-03, dT:0.0030, rT:0.4488 +24-08-11 23:35:13.904 : ../models/spf_lut_sam1x5 | Iter:148900, Sample:2716800, GPixel:2.81e-03, dT:0.0029, rT:0.4497 +24-08-11 23:36:07.522 : ../models/spf_lut_sam1x5 | Iter:149000, Sample:2720000, GPixel:2.68e-03, dT:0.0045, rT:0.4589 +24-08-11 23:37:00.879 : ../models/spf_lut_sam1x5 | Iter:149100, Sample:2723200, GPixel:2.74e-03, dT:0.0039, rT:0.4568 +24-08-11 23:37:53.309 : ../models/spf_lut_sam1x5 | Iter:149200, Sample:2726400, GPixel:2.77e-03, dT:0.0031, rT:0.4491 +24-08-11 23:38:45.718 : ../models/spf_lut_sam1x5 | Iter:149300, Sample:2729600, GPixel:2.68e-03, dT:0.0030, rT:0.4476 +24-08-11 23:39:38.137 : ../models/spf_lut_sam1x5 | Iter:149400, Sample:2732800, GPixel:2.60e-03, dT:0.0031, rT:0.4486 +24-08-11 23:40:30.540 : ../models/spf_lut_sam1x5 | Iter:149500, Sample:2736000, GPixel:2.69e-03, dT:0.0029, rT:0.4494 +24-08-11 23:41:22.971 : ../models/spf_lut_sam1x5 | Iter:149600, Sample:2739200, GPixel:2.67e-03, dT:0.0031, rT:0.4489 +24-08-11 23:42:15.395 : ../models/spf_lut_sam1x5 | Iter:149700, Sample:2742400, GPixel:2.74e-03, dT:0.0031, rT:0.4479 +24-08-11 23:43:07.846 : ../models/spf_lut_sam1x5 | Iter:149800, Sample:2745600, GPixel:2.64e-03, dT:0.0032, rT:0.4490 +24-08-11 23:44:02.262 : ../models/spf_lut_sam1x5 | Iter:149900, Sample:2748800, GPixel:2.72e-03, dT:0.0058, rT:0.4640 +24-08-11 23:44:54.685 : ../models/spf_lut_sam1x5 | Iter:150000, Sample:2752000, GPixel:2.73e-03, dT:0.0031, rT:0.4487 +24-08-11 23:44:54.725 : Checkpoint saved 150000 +24-08-11 23:44:55.305 : Iter 150000 | Dataset Set5 | AVG Val PSNR: 31.027113 +24-08-11 23:44:57.863 : Iter 150000 | Dataset Set14 | AVG Val PSNR: 27.875525 +24-08-11 23:45:50.286 : ../models/spf_lut_sam1x5 | Iter:150100, Sample:2755200, GPixel:2.77e-03, dT:0.0031, rT:0.4488 +24-08-11 23:46:42.701 : ../models/spf_lut_sam1x5 | Iter:150200, Sample:2758400, GPixel:2.71e-03, dT:0.0030, rT:0.4487 +24-08-11 23:47:35.109 : ../models/spf_lut_sam1x5 | Iter:150300, Sample:2761600, GPixel:2.87e-03, dT:0.0029, rT:0.4483 +24-08-11 23:48:27.534 : ../models/spf_lut_sam1x5 | Iter:150400, Sample:2764800, GPixel:2.77e-03, dT:0.0031, rT:0.4480 +24-08-11 23:49:19.936 : ../models/spf_lut_sam1x5 | Iter:150500, Sample:2768000, GPixel:2.67e-03, dT:0.0029, rT:0.4493 +24-08-11 23:50:12.325 : ../models/spf_lut_sam1x5 | Iter:150600, Sample:2771200, GPixel:2.74e-03, dT:0.0028, rT:0.4486 +24-08-11 23:51:04.763 : ../models/spf_lut_sam1x5 | Iter:150700, Sample:2774400, GPixel:2.64e-03, dT:0.0030, rT:0.4491 +24-08-11 23:51:58.933 : ../models/spf_lut_sam1x5 | Iter:150800, Sample:2777600, GPixel:2.68e-03, dT:0.0057, rT:0.4633 +24-08-11 23:52:51.352 : ../models/spf_lut_sam1x5 | Iter:150900, Sample:2780800, GPixel:2.83e-03, dT:0.0031, rT:0.4485 +24-08-11 23:53:43.774 : ../models/spf_lut_sam1x5 | Iter:151000, Sample:2784000, GPixel:2.78e-03, dT:0.0030, rT:0.4481 +24-08-11 23:54:36.207 : ../models/spf_lut_sam1x5 | Iter:151100, Sample:2787200, GPixel:2.87e-03, dT:0.0031, rT:0.4490 +24-08-11 23:55:28.632 : ../models/spf_lut_sam1x5 | Iter:151200, Sample:2790400, GPixel:2.54e-03, dT:0.0031, rT:0.4495 +24-08-11 23:56:21.065 : ../models/spf_lut_sam1x5 | Iter:151300, Sample:2793600, GPixel:2.61e-03, dT:0.0032, rT:0.4486 +24-08-11 23:57:13.469 : ../models/spf_lut_sam1x5 | Iter:151400, Sample:2796800, GPixel:2.76e-03, dT:0.0029, rT:0.4500 +24-08-11 23:58:05.866 : ../models/spf_lut_sam1x5 | Iter:151500, Sample:2800000, GPixel:2.68e-03, dT:0.0029, rT:0.4489 +24-08-11 23:58:59.743 : ../models/spf_lut_sam1x5 | Iter:151600, Sample:2803200, GPixel:2.68e-03, dT:0.0048, rT:0.4613 +24-08-11 23:59:52.654 : ../models/spf_lut_sam1x5 | Iter:151700, Sample:2806400, GPixel:2.78e-03, dT:0.0038, rT:0.4515 +24-08-12 00:00:45.081 : ../models/spf_lut_sam1x5 | Iter:151800, Sample:2809600, GPixel:2.72e-03, dT:0.0030, rT:0.4486 +24-08-12 00:01:37.479 : ../models/spf_lut_sam1x5 | Iter:151900, Sample:2812800, GPixel:2.76e-03, dT:0.0029, rT:0.4478 +24-08-12 00:02:29.883 : ../models/spf_lut_sam1x5 | Iter:152000, Sample:2816000, GPixel:2.63e-03, dT:0.0029, rT:0.4482 +24-08-12 00:02:29.922 : Checkpoint saved 152000 +24-08-12 00:02:30.506 : Iter 152000 | Dataset Set5 | AVG Val PSNR: 31.023998 +24-08-12 00:02:33.057 : Iter 152000 | Dataset Set14 | AVG Val PSNR: 27.892201 +24-08-12 00:03:25.475 : ../models/spf_lut_sam1x5 | Iter:152100, Sample:2819200, GPixel:2.71e-03, dT:0.0030, rT:0.4492 +24-08-12 00:04:17.890 : ../models/spf_lut_sam1x5 | Iter:152200, Sample:2822400, GPixel:2.65e-03, dT:0.0030, rT:0.4488 +24-08-12 00:05:10.332 : ../models/spf_lut_sam1x5 | Iter:152300, Sample:2825600, GPixel:2.79e-03, dT:0.0031, rT:0.4491 +24-08-12 00:06:02.777 : ../models/spf_lut_sam1x5 | Iter:152400, Sample:2828800, GPixel:2.74e-03, dT:0.0032, rT:0.4504 +24-08-12 00:06:57.121 : ../models/spf_lut_sam1x5 | Iter:152500, Sample:2832000, GPixel:2.76e-03, dT:0.0064, rT:0.4641 +24-08-12 00:07:49.537 : ../models/spf_lut_sam1x5 | Iter:152600, Sample:2835200, GPixel:2.92e-03, dT:0.0030, rT:0.4488 +24-08-12 00:08:41.946 : ../models/spf_lut_sam1x5 | Iter:152700, Sample:2838400, GPixel:2.65e-03, dT:0.0029, rT:0.4492 +24-08-12 00:09:34.360 : ../models/spf_lut_sam1x5 | Iter:152800, Sample:2841600, GPixel:2.64e-03, dT:0.0030, rT:0.4483 +24-08-12 00:10:26.781 : ../models/spf_lut_sam1x5 | Iter:152900, Sample:2844800, GPixel:2.89e-03, dT:0.0031, rT:0.4485 +24-08-12 00:11:19.192 : ../models/spf_lut_sam1x5 | Iter:153000, Sample:2848000, GPixel:2.69e-03, dT:0.0030, rT:0.4480 +24-08-12 00:12:11.621 : ../models/spf_lut_sam1x5 | Iter:153100, Sample:2851200, GPixel:2.76e-03, dT:0.0031, rT:0.4488 +24-08-12 00:13:04.049 : ../models/spf_lut_sam1x5 | Iter:153200, Sample:2854400, GPixel:2.74e-03, dT:0.0031, rT:0.4489 +24-08-12 00:13:56.951 : ../models/spf_lut_sam1x5 | Iter:153300, Sample:2857600, GPixel:2.65e-03, dT:0.0037, rT:0.4522 +24-08-12 00:14:50.844 : ../models/spf_lut_sam1x5 | Iter:153400, Sample:2860800, GPixel:2.76e-03, dT:0.0053, rT:0.4600 +24-08-12 00:15:43.254 : ../models/spf_lut_sam1x5 | Iter:153500, Sample:2864000, GPixel:2.59e-03, dT:0.0030, rT:0.4493 +24-08-12 00:16:35.664 : ../models/spf_lut_sam1x5 | Iter:153600, Sample:2867200, GPixel:2.83e-03, dT:0.0030, rT:0.4496 +24-08-12 00:17:28.053 : ../models/spf_lut_sam1x5 | Iter:153700, Sample:2870400, GPixel:2.63e-03, dT:0.0028, rT:0.4494 +24-08-12 00:18:20.468 : ../models/spf_lut_sam1x5 | Iter:153800, Sample:2873600, GPixel:2.73e-03, dT:0.0030, rT:0.4494 +24-08-12 00:19:12.887 : ../models/spf_lut_sam1x5 | Iter:153900, Sample:2876800, GPixel:2.77e-03, dT:0.0030, rT:0.4483 +24-08-12 00:20:05.337 : ../models/spf_lut_sam1x5 | Iter:154000, Sample:2880000, GPixel:2.68e-03, dT:0.0033, rT:0.4498 +24-08-12 00:20:05.376 : Checkpoint saved 154000 +24-08-12 00:20:05.962 : Iter 154000 | Dataset Set5 | AVG Val PSNR: 31.031709 +24-08-12 00:20:08.500 : Iter 154000 | Dataset Set14 | AVG Val PSNR: 27.890300 +24-08-12 00:21:00.900 : ../models/spf_lut_sam1x5 | Iter:154100, Sample:2883200, GPixel:2.72e-03, dT:0.0029, rT:0.4468 +24-08-12 00:21:55.521 : ../models/spf_lut_sam1x5 | Iter:154200, Sample:2886400, GPixel:2.74e-03, dT:0.0054, rT:0.4673 +24-08-12 00:22:47.956 : ../models/spf_lut_sam1x5 | Iter:154300, Sample:2889600, GPixel:2.73e-03, dT:0.0031, rT:0.4485 +24-08-12 00:23:40.398 : ../models/spf_lut_sam1x5 | Iter:154400, Sample:2892800, GPixel:2.72e-03, dT:0.0032, rT:0.4500 +24-08-12 00:24:32.829 : ../models/spf_lut_sam1x5 | Iter:154500, Sample:2896000, GPixel:2.66e-03, dT:0.0031, rT:0.4484 +24-08-12 00:25:25.241 : ../models/spf_lut_sam1x5 | Iter:154600, Sample:2899200, GPixel:2.64e-03, dT:0.0030, rT:0.4493 +24-08-12 00:26:17.659 : ../models/spf_lut_sam1x5 | Iter:154700, Sample:2902400, GPixel:2.64e-03, dT:0.0030, rT:0.4488 +24-08-12 00:27:10.086 : ../models/spf_lut_sam1x5 | Iter:154800, Sample:2905600, GPixel:2.71e-03, dT:0.0031, rT:0.4484 +24-08-12 00:28:02.512 : ../models/spf_lut_sam1x5 | Iter:154900, Sample:2908800, GPixel:2.65e-03, dT:0.0031, rT:0.4496 +24-08-12 00:28:54.938 : ../models/spf_lut_sam1x5 | Iter:155000, Sample:2912000, GPixel:2.74e-03, dT:0.0031, rT:0.4493 +24-08-12 00:29:49.405 : ../models/spf_lut_sam1x5 | Iter:155100, Sample:2915200, GPixel:2.74e-03, dT:0.0061, rT:0.4638 +24-08-12 00:30:41.823 : ../models/spf_lut_sam1x5 | Iter:155200, Sample:2918400, GPixel:2.68e-03, dT:0.0031, rT:0.4482 +24-08-12 00:31:34.258 : ../models/spf_lut_sam1x5 | Iter:155300, Sample:2921600, GPixel:2.72e-03, dT:0.0031, rT:0.4495 +24-08-12 00:32:26.682 : ../models/spf_lut_sam1x5 | Iter:155400, Sample:2924800, GPixel:2.67e-03, dT:0.0031, rT:0.4483 +24-08-12 00:33:19.102 : ../models/spf_lut_sam1x5 | Iter:155500, Sample:2928000, GPixel:2.66e-03, dT:0.0030, rT:0.4501 +24-08-12 00:34:11.515 : ../models/spf_lut_sam1x5 | Iter:155600, Sample:2931200, GPixel:2.77e-03, dT:0.0029, rT:0.4488 +24-08-12 00:35:03.938 : ../models/spf_lut_sam1x5 | Iter:155700, Sample:2934400, GPixel:2.77e-03, dT:0.0030, rT:0.4481 +24-08-12 00:35:56.367 : ../models/spf_lut_sam1x5 | Iter:155800, Sample:2937600, GPixel:2.73e-03, dT:0.0031, rT:0.4484 +24-08-12 00:36:49.451 : ../models/spf_lut_sam1x5 | Iter:155900, Sample:2940800, GPixel:2.66e-03, dT:0.0048, rT:0.4532 +24-08-12 00:37:42.929 : ../models/spf_lut_sam1x5 | Iter:156000, Sample:2944000, GPixel:2.67e-03, dT:0.0042, rT:0.4577 +24-08-12 00:37:42.973 : Checkpoint saved 156000 +24-08-12 00:37:43.568 : Iter 156000 | Dataset Set5 | AVG Val PSNR: 31.004741 +24-08-12 00:37:46.120 : Iter 156000 | Dataset Set14 | AVG Val PSNR: 27.883789 +24-08-12 00:38:38.545 : ../models/spf_lut_sam1x5 | Iter:156100, Sample:2947200, GPixel:2.67e-03, dT:0.0031, rT:0.4491 +24-08-12 00:39:30.961 : ../models/spf_lut_sam1x5 | Iter:156200, Sample:2950400, GPixel:2.87e-03, dT:0.0030, rT:0.4492 +24-08-12 00:40:23.384 : ../models/spf_lut_sam1x5 | Iter:156300, Sample:2953600, GPixel:2.70e-03, dT:0.0030, rT:0.4488 +24-08-12 00:41:15.781 : ../models/spf_lut_sam1x5 | Iter:156400, Sample:2956800, GPixel:2.76e-03, dT:0.0029, rT:0.4486 +24-08-12 00:42:08.210 : ../models/spf_lut_sam1x5 | Iter:156500, Sample:2960000, GPixel:2.58e-03, dT:0.0031, rT:0.4486 +24-08-12 00:43:00.616 : ../models/spf_lut_sam1x5 | Iter:156600, Sample:2963200, GPixel:2.66e-03, dT:0.0030, rT:0.4493 +24-08-12 00:43:53.011 : ../models/spf_lut_sam1x5 | Iter:156700, Sample:2966400, GPixel:2.60e-03, dT:0.0029, rT:0.4490 +24-08-12 00:44:47.347 : ../models/spf_lut_sam1x5 | Iter:156800, Sample:2969600, GPixel:2.68e-03, dT:0.0059, rT:0.4636 +24-08-12 00:45:39.785 : ../models/spf_lut_sam1x5 | Iter:156900, Sample:2972800, GPixel:2.72e-03, dT:0.0032, rT:0.4490 +24-08-12 00:46:32.213 : ../models/spf_lut_sam1x5 | Iter:157000, Sample:2976000, GPixel:2.81e-03, dT:0.0031, rT:0.4492 +24-08-12 00:47:24.624 : ../models/spf_lut_sam1x5 | Iter:157100, Sample:2979200, GPixel:2.77e-03, dT:0.0030, rT:0.4484 +24-08-12 00:48:17.049 : ../models/spf_lut_sam1x5 | Iter:157200, Sample:2982400, GPixel:2.69e-03, dT:0.0031, rT:0.4483 +24-08-12 00:49:09.476 : ../models/spf_lut_sam1x5 | Iter:157300, Sample:2985600, GPixel:2.56e-03, dT:0.0031, rT:0.4487 +24-08-12 00:50:01.893 : ../models/spf_lut_sam1x5 | Iter:157400, Sample:2988800, GPixel:2.75e-03, dT:0.0030, rT:0.4488 +24-08-12 00:50:54.310 : ../models/spf_lut_sam1x5 | Iter:157500, Sample:2992000, GPixel:2.68e-03, dT:0.0030, rT:0.4481 +24-08-12 00:51:46.731 : ../models/spf_lut_sam1x5 | Iter:157600, Sample:2995200, GPixel:2.75e-03, dT:0.0030, rT:0.4486 +24-08-12 00:52:40.958 : ../models/spf_lut_sam1x5 | Iter:157700, Sample:2998400, GPixel:2.61e-03, dT:0.0062, rT:0.4623 +24-08-12 00:53:33.388 : ../models/spf_lut_sam1x5 | Iter:157800, Sample:3001600, GPixel:2.75e-03, dT:0.0031, rT:0.4485 +24-08-12 00:54:25.806 : ../models/spf_lut_sam1x5 | Iter:157900, Sample:3004800, GPixel:2.64e-03, dT:0.0030, rT:0.4484 +24-08-12 00:55:18.217 : ../models/spf_lut_sam1x5 | Iter:158000, Sample:3008000, GPixel:2.68e-03, dT:0.0030, rT:0.4488 +24-08-12 00:55:18.263 : Checkpoint saved 158000 +24-08-12 00:55:18.846 : Iter 158000 | Dataset Set5 | AVG Val PSNR: 30.998465 +24-08-12 00:55:21.474 : Iter 158000 | Dataset Set14 | AVG Val PSNR: 27.872800 +24-08-12 00:56:13.879 : ../models/spf_lut_sam1x5 | Iter:158100, Sample:3011200, GPixel:2.89e-03, dT:0.0030, rT:0.4486 +24-08-12 00:57:06.303 : ../models/spf_lut_sam1x5 | Iter:158200, Sample:3014400, GPixel:2.80e-03, dT:0.0030, rT:0.4497 +24-08-12 00:57:58.698 : ../models/spf_lut_sam1x5 | Iter:158300, Sample:3017600, GPixel:2.73e-03, dT:0.0029, rT:0.4485 +24-08-12 00:58:51.086 : ../models/spf_lut_sam1x5 | Iter:158400, Sample:3020800, GPixel:2.61e-03, dT:0.0029, rT:0.4478 +24-08-12 00:59:45.219 : ../models/spf_lut_sam1x5 | Iter:158500, Sample:3024000, GPixel:2.57e-03, dT:0.0052, rT:0.4629 +24-08-12 01:00:38.095 : ../models/spf_lut_sam1x5 | Iter:158600, Sample:3027200, GPixel:2.75e-03, dT:0.0037, rT:0.4530 +24-08-12 01:01:30.509 : ../models/spf_lut_sam1x5 | Iter:158700, Sample:3030400, GPixel:2.72e-03, dT:0.0031, rT:0.4475 +24-08-12 01:02:22.916 : ../models/spf_lut_sam1x5 | Iter:158800, Sample:3033600, GPixel:2.67e-03, dT:0.0030, rT:0.4487 +24-08-12 01:03:15.344 : ../models/spf_lut_sam1x5 | Iter:158900, Sample:3036800, GPixel:2.78e-03, dT:0.0031, rT:0.4492 +24-08-12 01:04:07.752 : ../models/spf_lut_sam1x5 | Iter:159000, Sample:3040000, GPixel:2.82e-03, dT:0.0030, rT:0.4485 +24-08-12 01:05:00.170 : ../models/spf_lut_sam1x5 | Iter:159100, Sample:3043200, GPixel:2.78e-03, dT:0.0030, rT:0.4488 +24-08-12 01:05:52.564 : ../models/spf_lut_sam1x5 | Iter:159200, Sample:3046400, GPixel:2.73e-03, dT:0.0029, rT:0.4478 +24-08-12 01:06:45.022 : ../models/spf_lut_sam1x5 | Iter:159300, Sample:3049600, GPixel:2.68e-03, dT:0.0034, rT:0.4493 +24-08-12 01:07:39.442 : ../models/spf_lut_sam1x5 | Iter:159400, Sample:3052800, GPixel:2.71e-03, dT:0.0054, rT:0.4651 +24-08-12 01:08:31.837 : ../models/spf_lut_sam1x5 | Iter:159500, Sample:3056000, GPixel:2.63e-03, dT:0.0029, rT:0.4481 +24-08-12 01:09:24.239 : ../models/spf_lut_sam1x5 | Iter:159600, Sample:3059200, GPixel:2.56e-03, dT:0.0030, rT:0.4480 +24-08-12 01:10:16.636 : ../models/spf_lut_sam1x5 | Iter:159700, Sample:3062400, GPixel:2.58e-03, dT:0.0029, rT:0.4475 +24-08-12 01:11:09.064 : ../models/spf_lut_sam1x5 | Iter:159800, Sample:3065600, GPixel:2.70e-03, dT:0.0032, rT:0.4477 +24-08-12 01:12:01.470 : ../models/spf_lut_sam1x5 | Iter:159900, Sample:3068800, GPixel:2.71e-03, dT:0.0030, rT:0.4480 +24-08-12 01:12:53.882 : ../models/spf_lut_sam1x5 | Iter:160000, Sample:3072000, GPixel:2.82e-03, dT:0.0031, rT:0.4477 +24-08-12 01:12:53.921 : Checkpoint saved 160000 +24-08-12 01:12:54.508 : Iter 160000 | Dataset Set5 | AVG Val PSNR: 31.054362 +24-08-12 01:12:57.078 : Iter 160000 | Dataset Set14 | AVG Val PSNR: 27.895537 +24-08-12 01:13:49.477 : ../models/spf_lut_sam1x5 | Iter:160100, Sample:3075200, GPixel:2.78e-03, dT:0.0030, rT:0.4475 +24-08-12 01:14:42.635 : ../models/spf_lut_sam1x5 | Iter:160200, Sample:3078400, GPixel:2.64e-03, dT:0.0041, rT:0.4526 +24-08-12 01:15:36.445 : ../models/spf_lut_sam1x5 | Iter:160300, Sample:3081600, GPixel:2.73e-03, dT:0.0048, rT:0.4600 +24-08-12 01:16:28.852 : ../models/spf_lut_sam1x5 | Iter:160400, Sample:3084800, GPixel:2.76e-03, dT:0.0030, rT:0.4478 +24-08-12 01:17:21.260 : ../models/spf_lut_sam1x5 | Iter:160500, Sample:3088000, GPixel:2.63e-03, dT:0.0030, rT:0.4481 +24-08-12 01:18:13.674 : ../models/spf_lut_sam1x5 | Iter:160600, Sample:3091200, GPixel:2.56e-03, dT:0.0030, rT:0.4484 +24-08-12 01:19:06.119 : ../models/spf_lut_sam1x5 | Iter:160700, Sample:3094400, GPixel:2.69e-03, dT:0.0032, rT:0.4484 +24-08-12 01:19:58.521 : ../models/spf_lut_sam1x5 | Iter:160800, Sample:3097600, GPixel:2.72e-03, dT:0.0029, rT:0.4488 +24-08-12 01:20:50.901 : ../models/spf_lut_sam1x5 | Iter:160900, Sample:3100800, GPixel:2.62e-03, dT:0.0028, rT:0.4484 +24-08-12 01:21:43.298 : ../models/spf_lut_sam1x5 | Iter:161000, Sample:3104000, GPixel:2.63e-03, dT:0.0029, rT:0.4487 +24-08-12 01:22:37.474 : ../models/spf_lut_sam1x5 | Iter:161100, Sample:3107200, GPixel:2.71e-03, dT:0.0049, rT:0.4639 +24-08-12 01:23:29.908 : ../models/spf_lut_sam1x5 | Iter:161200, Sample:3110400, GPixel:2.73e-03, dT:0.0031, rT:0.4482 +24-08-12 01:24:22.309 : ../models/spf_lut_sam1x5 | Iter:161300, Sample:3113600, GPixel:2.74e-03, dT:0.0029, rT:0.4481 +24-08-12 01:25:14.713 : ../models/spf_lut_sam1x5 | Iter:161400, Sample:3116800, GPixel:2.67e-03, dT:0.0030, rT:0.4472 +24-08-12 01:26:07.145 : ../models/spf_lut_sam1x5 | Iter:161500, Sample:3120000, GPixel:2.72e-03, dT:0.0032, rT:0.4483 +24-08-12 01:26:59.544 : ../models/spf_lut_sam1x5 | Iter:161600, Sample:3123200, GPixel:2.57e-03, dT:0.0029, rT:0.4476 +24-08-12 01:27:51.977 : ../models/spf_lut_sam1x5 | Iter:161700, Sample:3126400, GPixel:2.62e-03, dT:0.0032, rT:0.4484 +24-08-12 01:28:44.394 : ../models/spf_lut_sam1x5 | Iter:161800, Sample:3129600, GPixel:2.75e-03, dT:0.0031, rT:0.4479 +24-08-12 01:29:36.803 : ../models/spf_lut_sam1x5 | Iter:161900, Sample:3132800, GPixel:2.75e-03, dT:0.0030, rT:0.4479 +24-08-12 01:30:31.454 : ../models/spf_lut_sam1x5 | Iter:162000, Sample:3136000, GPixel:2.80e-03, dT:0.0073, rT:0.4652 +24-08-12 01:30:31.493 : Checkpoint saved 162000 +24-08-12 01:30:32.070 : Iter 162000 | Dataset Set5 | AVG Val PSNR: 30.870675 +24-08-12 01:30:34.628 : Iter 162000 | Dataset Set14 | AVG Val PSNR: 27.799658 +24-08-12 01:31:27.003 : ../models/spf_lut_sam1x5 | Iter:162100, Sample:3139200, GPixel:2.74e-03, dT:0.0029, rT:0.4475 +24-08-12 01:32:19.433 : ../models/spf_lut_sam1x5 | Iter:162200, Sample:3142400, GPixel:2.69e-03, dT:0.0031, rT:0.4488 +24-08-12 01:33:11.849 : ../models/spf_lut_sam1x5 | Iter:162300, Sample:3145600, GPixel:2.82e-03, dT:0.0030, rT:0.4484 +24-08-12 01:34:04.269 : ../models/spf_lut_sam1x5 | Iter:162400, Sample:3148800, GPixel:2.70e-03, dT:0.0031, rT:0.4507 +24-08-12 01:34:56.690 : ../models/spf_lut_sam1x5 | Iter:162500, Sample:3152000, GPixel:2.72e-03, dT:0.0031, rT:0.4493 +24-08-12 01:35:49.105 : ../models/spf_lut_sam1x5 | Iter:162600, Sample:3155200, GPixel:2.75e-03, dT:0.0030, rT:0.4485 +24-08-12 01:36:41.587 : ../models/spf_lut_sam1x5 | Iter:162700, Sample:3158400, GPixel:2.73e-03, dT:0.0034, rT:0.4499 +24-08-12 01:37:34.862 : ../models/spf_lut_sam1x5 | Iter:162800, Sample:3161600, GPixel:2.76e-03, dT:0.0049, rT:0.4554 +24-08-12 01:38:28.294 : ../models/spf_lut_sam1x5 | Iter:162900, Sample:3164800, GPixel:2.80e-03, dT:0.0043, rT:0.4567 +24-08-12 01:39:20.694 : ../models/spf_lut_sam1x5 | Iter:163000, Sample:3168000, GPixel:2.76e-03, dT:0.0029, rT:0.4484 +24-08-12 01:40:13.112 : ../models/spf_lut_sam1x5 | Iter:163100, Sample:3171200, GPixel:2.74e-03, dT:0.0031, rT:0.4485 +24-08-12 01:41:05.542 : ../models/spf_lut_sam1x5 | Iter:163200, Sample:3174400, GPixel:2.73e-03, dT:0.0031, rT:0.4484 +24-08-12 01:41:57.945 : ../models/spf_lut_sam1x5 | Iter:163300, Sample:3177600, GPixel:2.78e-03, dT:0.0029, rT:0.4480 +24-08-12 01:42:50.401 : ../models/spf_lut_sam1x5 | Iter:163400, Sample:3180800, GPixel:2.72e-03, dT:0.0033, rT:0.4494 +24-08-12 01:43:42.823 : ../models/spf_lut_sam1x5 | Iter:163500, Sample:3184000, GPixel:2.72e-03, dT:0.0031, rT:0.4495 +24-08-12 01:44:35.288 : ../models/spf_lut_sam1x5 | Iter:163600, Sample:3187200, GPixel:2.75e-03, dT:0.0031, rT:0.4487 +24-08-12 01:45:29.768 : ../models/spf_lut_sam1x5 | Iter:163700, Sample:3190400, GPixel:2.86e-03, dT:0.0061, rT:0.4658 +24-08-12 01:46:22.152 : ../models/spf_lut_sam1x5 | Iter:163800, Sample:3193600, GPixel:2.70e-03, dT:0.0028, rT:0.4484 +24-08-12 01:47:14.565 : ../models/spf_lut_sam1x5 | Iter:163900, Sample:3196800, GPixel:2.65e-03, dT:0.0030, rT:0.4476 +24-08-12 01:48:06.974 : ../models/spf_lut_sam1x5 | Iter:164000, Sample:3200000, GPixel:2.67e-03, dT:0.0030, rT:0.4484 +24-08-12 01:48:07.013 : Checkpoint saved 164000 +24-08-12 01:48:07.597 : Iter 164000 | Dataset Set5 | AVG Val PSNR: 31.019198 +24-08-12 01:48:10.196 : Iter 164000 | Dataset Set14 | AVG Val PSNR: 27.888321 +24-08-12 01:49:02.588 : ../models/spf_lut_sam1x5 | Iter:164100, Sample:3203200, GPixel:2.69e-03, dT:0.0029, rT:0.4475 +24-08-12 01:49:55.043 : ../models/spf_lut_sam1x5 | Iter:164200, Sample:3206400, GPixel:2.66e-03, dT:0.0033, rT:0.4479 +24-08-12 01:50:47.486 : ../models/spf_lut_sam1x5 | Iter:164300, Sample:3209600, GPixel:2.74e-03, dT:0.0032, rT:0.4479 +24-08-12 01:51:39.933 : ../models/spf_lut_sam1x5 | Iter:164400, Sample:3212800, GPixel:2.77e-03, dT:0.0033, rT:0.4474 +24-08-12 01:52:32.922 : ../models/spf_lut_sam1x5 | Iter:164500, Sample:3216000, GPixel:2.69e-03, dT:0.0036, rT:0.4521 +24-08-12 01:53:26.894 : ../models/spf_lut_sam1x5 | Iter:164600, Sample:3219200, GPixel:2.70e-03, dT:0.0048, rT:0.4611 +24-08-12 01:54:19.300 : ../models/spf_lut_sam1x5 | Iter:164700, Sample:3222400, GPixel:2.68e-03, dT:0.0030, rT:0.4475 +24-08-12 01:55:11.708 : ../models/spf_lut_sam1x5 | Iter:164800, Sample:3225600, GPixel:2.77e-03, dT:0.0030, rT:0.4488 +24-08-12 01:56:04.109 : ../models/spf_lut_sam1x5 | Iter:164900, Sample:3228800, GPixel:2.74e-03, dT:0.0030, rT:0.4503 +24-08-12 01:56:56.529 : ../models/spf_lut_sam1x5 | Iter:165000, Sample:3232000, GPixel:2.69e-03, dT:0.0030, rT:0.4476 +24-08-12 01:57:48.918 : ../models/spf_lut_sam1x5 | Iter:165100, Sample:3235200, GPixel:2.78e-03, dT:0.0029, rT:0.4496 +24-08-12 01:58:41.325 : ../models/spf_lut_sam1x5 | Iter:165200, Sample:3238400, GPixel:2.72e-03, dT:0.0029, rT:0.4479 +24-08-12 01:59:33.717 : ../models/spf_lut_sam1x5 | Iter:165300, Sample:3241600, GPixel:2.81e-03, dT:0.0028, rT:0.4475 +24-08-12 02:00:28.004 : ../models/spf_lut_sam1x5 | Iter:165400, Sample:3244800, GPixel:2.55e-03, dT:0.0053, rT:0.4641 +24-08-12 02:01:20.630 : ../models/spf_lut_sam1x5 | Iter:165500, Sample:3248000, GPixel:2.65e-03, dT:0.0032, rT:0.4499 +24-08-12 02:02:13.046 : ../models/spf_lut_sam1x5 | Iter:165600, Sample:3251200, GPixel:2.75e-03, dT:0.0030, rT:0.4472 +24-08-12 02:03:05.436 : ../models/spf_lut_sam1x5 | Iter:165700, Sample:3254400, GPixel:2.68e-03, dT:0.0029, rT:0.4475 +24-08-12 02:03:57.858 : ../models/spf_lut_sam1x5 | Iter:165800, Sample:3257600, GPixel:2.71e-03, dT:0.0031, rT:0.4481 +24-08-12 02:04:50.300 : ../models/spf_lut_sam1x5 | Iter:165900, Sample:3260800, GPixel:2.67e-03, dT:0.0032, rT:0.4487 +24-08-12 02:05:42.758 : ../models/spf_lut_sam1x5 | Iter:166000, Sample:3264000, GPixel:2.69e-03, dT:0.0032, rT:0.4484 +24-08-12 02:05:42.797 : Checkpoint saved 166000 +24-08-12 02:05:43.303 : Iter 166000 | Dataset Set5 | AVG Val PSNR: 31.046491 +24-08-12 02:05:45.610 : Iter 166000 | Dataset Set14 | AVG Val PSNR: 27.897013 +24-08-12 02:06:37.993 : ../models/spf_lut_sam1x5 | Iter:166100, Sample:3267200, GPixel:2.76e-03, dT:0.0028, rT:0.4476 +24-08-12 02:07:30.399 : ../models/spf_lut_sam1x5 | Iter:166200, Sample:3270400, GPixel:2.80e-03, dT:0.0029, rT:0.4485 +24-08-12 02:08:24.786 : ../models/spf_lut_sam1x5 | Iter:166300, Sample:3273600, GPixel:2.70e-03, dT:0.0058, rT:0.4648 +24-08-12 02:09:17.192 : ../models/spf_lut_sam1x5 | Iter:166400, Sample:3276800, GPixel:2.76e-03, dT:0.0029, rT:0.4488 +24-08-12 02:10:09.621 : ../models/spf_lut_sam1x5 | Iter:166500, Sample:3280000, GPixel:2.75e-03, dT:0.0031, rT:0.4500 +24-08-12 02:11:02.015 : ../models/spf_lut_sam1x5 | Iter:166600, Sample:3283200, GPixel:2.66e-03, dT:0.0029, rT:0.4497 +24-08-12 02:11:54.417 : ../models/spf_lut_sam1x5 | Iter:166700, Sample:3286400, GPixel:2.68e-03, dT:0.0028, rT:0.4477 +24-08-12 02:12:46.817 : ../models/spf_lut_sam1x5 | Iter:166800, Sample:3289600, GPixel:2.63e-03, dT:0.0029, rT:0.4479 +24-08-12 02:13:39.231 : ../models/spf_lut_sam1x5 | Iter:166900, Sample:3292800, GPixel:2.74e-03, dT:0.0030, rT:0.4488 +24-08-12 02:14:31.646 : ../models/spf_lut_sam1x5 | Iter:167000, Sample:3296000, GPixel:2.80e-03, dT:0.0030, rT:0.4479 +24-08-12 02:15:24.972 : ../models/spf_lut_sam1x5 | Iter:167100, Sample:3299200, GPixel:2.78e-03, dT:0.0036, rT:0.4559 +24-08-12 02:16:18.433 : ../models/spf_lut_sam1x5 | Iter:167200, Sample:3302400, GPixel:2.66e-03, dT:0.0054, rT:0.4566 +24-08-12 02:17:10.841 : ../models/spf_lut_sam1x5 | Iter:167300, Sample:3305600, GPixel:2.76e-03, dT:0.0030, rT:0.4486 +24-08-12 02:18:03.258 : ../models/spf_lut_sam1x5 | Iter:167400, Sample:3308800, GPixel:2.59e-03, dT:0.0030, rT:0.4492 +24-08-12 02:18:55.698 : ../models/spf_lut_sam1x5 | Iter:167500, Sample:3312000, GPixel:2.90e-03, dT:0.0032, rT:0.4476 +24-08-12 02:19:48.100 : ../models/spf_lut_sam1x5 | Iter:167600, Sample:3315200, GPixel:2.71e-03, dT:0.0029, rT:0.4480 +24-08-12 02:20:40.486 : ../models/spf_lut_sam1x5 | Iter:167700, Sample:3318400, GPixel:2.71e-03, dT:0.0028, rT:0.4479 +24-08-12 02:21:32.887 : ../models/spf_lut_sam1x5 | Iter:167800, Sample:3321600, GPixel:2.73e-03, dT:0.0029, rT:0.4474 +24-08-12 02:22:25.295 : ../models/spf_lut_sam1x5 | Iter:167900, Sample:3324800, GPixel:2.70e-03, dT:0.0030, rT:0.4481 +24-08-12 02:23:19.953 : ../models/spf_lut_sam1x5 | Iter:168000, Sample:3328000, GPixel:2.62e-03, dT:0.0051, rT:0.4658 +24-08-12 02:23:20.009 : Checkpoint saved 168000 +24-08-12 02:23:20.578 : Iter 168000 | Dataset Set5 | AVG Val PSNR: 31.039726 +24-08-12 02:23:23.133 : Iter 168000 | Dataset Set14 | AVG Val PSNR: 27.891750 +24-08-12 02:24:15.622 : ../models/spf_lut_sam1x5 | Iter:168100, Sample:3331200, GPixel:2.77e-03, dT:0.0034, rT:0.4485 +24-08-12 02:25:08.029 : ../models/spf_lut_sam1x5 | Iter:168200, Sample:3334400, GPixel:2.69e-03, dT:0.0030, rT:0.4485 +24-08-12 02:26:00.435 : ../models/spf_lut_sam1x5 | Iter:168300, Sample:3337600, GPixel:2.70e-03, dT:0.0030, rT:0.4487 +24-08-12 02:26:52.843 : ../models/spf_lut_sam1x5 | Iter:168400, Sample:3340800, GPixel:2.65e-03, dT:0.0030, rT:0.4487 +24-08-12 02:27:45.281 : ../models/spf_lut_sam1x5 | Iter:168500, Sample:3344000, GPixel:2.65e-03, dT:0.0032, rT:0.4489 +24-08-12 02:28:37.683 : ../models/spf_lut_sam1x5 | Iter:168600, Sample:3347200, GPixel:2.82e-03, dT:0.0030, rT:0.4478 +24-08-12 02:29:30.140 : ../models/spf_lut_sam1x5 | Iter:168700, Sample:3350400, GPixel:2.73e-03, dT:0.0033, rT:0.4499 +24-08-12 02:30:22.593 : ../models/spf_lut_sam1x5 | Iter:168800, Sample:3353600, GPixel:2.70e-03, dT:0.0032, rT:0.4489 +24-08-12 02:31:16.894 : ../models/spf_lut_sam1x5 | Iter:168900, Sample:3356800, GPixel:2.71e-03, dT:0.0052, rT:0.4642 +24-08-12 02:32:09.307 : ../models/spf_lut_sam1x5 | Iter:169000, Sample:3360000, GPixel:2.79e-03, dT:0.0030, rT:0.4507 +24-08-12 02:33:01.730 : ../models/spf_lut_sam1x5 | Iter:169100, Sample:3363200, GPixel:2.72e-03, dT:0.0031, rT:0.4507 +24-08-12 02:33:54.117 : ../models/spf_lut_sam1x5 | Iter:169200, Sample:3366400, GPixel:2.65e-03, dT:0.0028, rT:0.4484 +24-08-12 02:34:46.499 : ../models/spf_lut_sam1x5 | Iter:169300, Sample:3369600, GPixel:2.85e-03, dT:0.0028, rT:0.4481 +24-08-12 02:35:38.905 : ../models/spf_lut_sam1x5 | Iter:169400, Sample:3372800, GPixel:2.70e-03, dT:0.0029, rT:0.4476 +24-08-12 02:36:31.321 : ../models/spf_lut_sam1x5 | Iter:169500, Sample:3376000, GPixel:2.87e-03, dT:0.0030, rT:0.4478 +24-08-12 02:37:23.719 : ../models/spf_lut_sam1x5 | Iter:169600, Sample:3379200, GPixel:2.71e-03, dT:0.0029, rT:0.4476 +24-08-12 02:38:17.486 : ../models/spf_lut_sam1x5 | Iter:169700, Sample:3382400, GPixel:2.71e-03, dT:0.0050, rT:0.4589 +24-08-12 02:39:10.738 : ../models/spf_lut_sam1x5 | Iter:169800, Sample:3385600, GPixel:2.67e-03, dT:0.0047, rT:0.4542 +24-08-12 02:40:03.151 : ../models/spf_lut_sam1x5 | Iter:169900, Sample:3388800, GPixel:2.73e-03, dT:0.0030, rT:0.4492 +24-08-12 02:40:55.540 : ../models/spf_lut_sam1x5 | Iter:170000, Sample:3392000, GPixel:2.75e-03, dT:0.0028, rT:0.4479 +24-08-12 02:40:55.579 : Checkpoint saved 170000 +24-08-12 02:40:56.171 : Iter 170000 | Dataset Set5 | AVG Val PSNR: 31.042910 +24-08-12 02:40:58.722 : Iter 170000 | Dataset Set14 | AVG Val PSNR: 27.890326 +24-08-12 02:41:51.124 : ../models/spf_lut_sam1x5 | Iter:170100, Sample:3395200, GPixel:2.75e-03, dT:0.0029, rT:0.4475 +24-08-12 02:42:43.519 : ../models/spf_lut_sam1x5 | Iter:170200, Sample:3398400, GPixel:2.76e-03, dT:0.0029, rT:0.4475 +24-08-12 02:43:35.939 : ../models/spf_lut_sam1x5 | Iter:170300, Sample:3401600, GPixel:2.71e-03, dT:0.0030, rT:0.4482 +24-08-12 02:44:28.371 : ../models/spf_lut_sam1x5 | Iter:170400, Sample:3404800, GPixel:2.57e-03, dT:0.0030, rT:0.4481 +24-08-12 02:45:20.766 : ../models/spf_lut_sam1x5 | Iter:170500, Sample:3408000, GPixel:2.57e-03, dT:0.0028, rT:0.4483 +24-08-12 02:46:15.723 : ../models/spf_lut_sam1x5 | Iter:170600, Sample:3411200, GPixel:2.63e-03, dT:0.0066, rT:0.4681 +24-08-12 02:47:08.116 : ../models/spf_lut_sam1x5 | Iter:170700, Sample:3414400, GPixel:2.70e-03, dT:0.0029, rT:0.4488 +24-08-12 02:48:00.566 : ../models/spf_lut_sam1x5 | Iter:170800, Sample:3417600, GPixel:2.67e-03, dT:0.0032, rT:0.4497 +24-08-12 02:48:53.005 : ../models/spf_lut_sam1x5 | Iter:170900, Sample:3420800, GPixel:2.68e-03, dT:0.0032, rT:0.4481 +24-08-12 02:49:45.412 : ../models/spf_lut_sam1x5 | Iter:171000, Sample:3424000, GPixel:2.72e-03, dT:0.0030, rT:0.4475 +24-08-12 02:50:37.856 : ../models/spf_lut_sam1x5 | Iter:171100, Sample:3427200, GPixel:2.68e-03, dT:0.0032, rT:0.4486 +24-08-12 02:51:30.236 : ../models/spf_lut_sam1x5 | Iter:171200, Sample:3430400, GPixel:2.62e-03, dT:0.0028, rT:0.4478 +24-08-12 02:52:22.635 : ../models/spf_lut_sam1x5 | Iter:171300, Sample:3433600, GPixel:2.58e-03, dT:0.0029, rT:0.4486 +24-08-12 02:53:15.291 : ../models/spf_lut_sam1x5 | Iter:171400, Sample:3436800, GPixel:2.59e-03, dT:0.0037, rT:0.4489 +24-08-12 02:54:09.183 : ../models/spf_lut_sam1x5 | Iter:171500, Sample:3440000, GPixel:2.71e-03, dT:0.0051, rT:0.4603 +24-08-12 02:55:01.612 : ../models/spf_lut_sam1x5 | Iter:171600, Sample:3443200, GPixel:2.64e-03, dT:0.0031, rT:0.4476 +24-08-12 02:55:54.015 : ../models/spf_lut_sam1x5 | Iter:171700, Sample:3446400, GPixel:2.86e-03, dT:0.0030, rT:0.4476 +24-08-12 02:56:46.425 : ../models/spf_lut_sam1x5 | Iter:171800, Sample:3449600, GPixel:2.70e-03, dT:0.0030, rT:0.4484 +24-08-12 02:57:38.819 : ../models/spf_lut_sam1x5 | Iter:171900, Sample:3452800, GPixel:2.81e-03, dT:0.0029, rT:0.4472 +24-08-12 02:58:31.228 : ../models/spf_lut_sam1x5 | Iter:172000, Sample:3456000, GPixel:2.62e-03, dT:0.0030, rT:0.4478 +24-08-12 02:58:31.269 : Checkpoint saved 172000 +24-08-12 02:58:31.781 : Iter 172000 | Dataset Set5 | AVG Val PSNR: 31.012597 +24-08-12 02:58:34.118 : Iter 172000 | Dataset Set14 | AVG Val PSNR: 27.866727 +24-08-12 02:59:26.531 : ../models/spf_lut_sam1x5 | Iter:172100, Sample:3459200, GPixel:2.66e-03, dT:0.0029, rT:0.4503 +24-08-12 03:00:18.912 : ../models/spf_lut_sam1x5 | Iter:172200, Sample:3462400, GPixel:2.85e-03, dT:0.0028, rT:0.4491 +24-08-12 03:01:13.612 : ../models/spf_lut_sam1x5 | Iter:172300, Sample:3465600, GPixel:2.81e-03, dT:0.0056, rT:0.4670 +24-08-12 03:02:06.031 : ../models/spf_lut_sam1x5 | Iter:172400, Sample:3468800, GPixel:2.65e-03, dT:0.0029, rT:0.4494 +24-08-12 03:02:58.449 : ../models/spf_lut_sam1x5 | Iter:172500, Sample:3472000, GPixel:2.60e-03, dT:0.0030, rT:0.4495 +24-08-12 03:03:50.867 : ../models/spf_lut_sam1x5 | Iter:172600, Sample:3475200, GPixel:2.71e-03, dT:0.0031, rT:0.4478 +24-08-12 03:04:43.251 : ../models/spf_lut_sam1x5 | Iter:172700, Sample:3478400, GPixel:2.74e-03, dT:0.0028, rT:0.4473 +24-08-12 03:05:35.660 : ../models/spf_lut_sam1x5 | Iter:172800, Sample:3481600, GPixel:2.60e-03, dT:0.0030, rT:0.4471 +24-08-12 03:06:28.069 : ../models/spf_lut_sam1x5 | Iter:172900, Sample:3484800, GPixel:2.82e-03, dT:0.0030, rT:0.4490 +24-08-12 03:07:20.512 : ../models/spf_lut_sam1x5 | Iter:173000, Sample:3488000, GPixel:2.58e-03, dT:0.0032, rT:0.4486 +24-08-12 03:08:12.959 : ../models/spf_lut_sam1x5 | Iter:173100, Sample:3491200, GPixel:2.51e-03, dT:0.0033, rT:0.4492 +24-08-12 03:09:07.380 : ../models/spf_lut_sam1x5 | Iter:173200, Sample:3494400, GPixel:2.65e-03, dT:0.0054, rT:0.4642 +24-08-12 03:09:59.825 : ../models/spf_lut_sam1x5 | Iter:173300, Sample:3497600, GPixel:2.64e-03, dT:0.0032, rT:0.4495 +24-08-12 03:10:52.218 : ../models/spf_lut_sam1x5 | Iter:173400, Sample:3500800, GPixel:2.70e-03, dT:0.0029, rT:0.4484 +24-08-12 03:11:44.625 : ../models/spf_lut_sam1x5 | Iter:173500, Sample:3504000, GPixel:2.73e-03, dT:0.0030, rT:0.4482 +24-08-12 03:12:37.019 : ../models/spf_lut_sam1x5 | Iter:173600, Sample:3507200, GPixel:2.58e-03, dT:0.0029, rT:0.4480 +24-08-12 03:13:29.411 : ../models/spf_lut_sam1x5 | Iter:173700, Sample:3510400, GPixel:2.76e-03, dT:0.0028, rT:0.4480 +24-08-12 03:14:21.816 : ../models/spf_lut_sam1x5 | Iter:173800, Sample:3513600, GPixel:2.74e-03, dT:0.0030, rT:0.4481 +24-08-12 03:15:14.223 : ../models/spf_lut_sam1x5 | Iter:173900, Sample:3516800, GPixel:2.66e-03, dT:0.0030, rT:0.4481 +24-08-12 03:16:07.258 : ../models/spf_lut_sam1x5 | Iter:174000, Sample:3520000, GPixel:2.81e-03, dT:0.0041, rT:0.4532 +24-08-12 03:16:07.337 : Checkpoint saved 174000 +24-08-12 03:16:08.165 : Iter 174000 | Dataset Set5 | AVG Val PSNR: 30.957734 +24-08-12 03:16:12.617 : Iter 174000 | Dataset Set14 | AVG Val PSNR: 27.845178 +24-08-12 03:17:05.930 : ../models/spf_lut_sam1x5 | Iter:174100, Sample:3523200, GPixel:2.69e-03, dT:0.0042, rT:0.4556 +24-08-12 03:17:58.326 : ../models/spf_lut_sam1x5 | Iter:174200, Sample:3526400, GPixel:2.65e-03, dT:0.0029, rT:0.4482 +24-08-12 03:18:50.731 : ../models/spf_lut_sam1x5 | Iter:174300, Sample:3529600, GPixel:2.67e-03, dT:0.0029, rT:0.4484 +24-08-12 03:19:43.143 : ../models/spf_lut_sam1x5 | Iter:174400, Sample:3532800, GPixel:2.63e-03, dT:0.0030, rT:0.4483 +24-08-12 03:20:35.588 : ../models/spf_lut_sam1x5 | Iter:174500, Sample:3536000, GPixel:2.71e-03, dT:0.0032, rT:0.4490 +24-08-12 03:21:28.034 : ../models/spf_lut_sam1x5 | Iter:174600, Sample:3539200, GPixel:2.68e-03, dT:0.0032, rT:0.4495 +24-08-12 03:22:20.414 : ../models/spf_lut_sam1x5 | Iter:174700, Sample:3542400, GPixel:2.69e-03, dT:0.0027, rT:0.4476 +24-08-12 03:23:12.830 : ../models/spf_lut_sam1x5 | Iter:174800, Sample:3545600, GPixel:2.75e-03, dT:0.0029, rT:0.4473 +24-08-12 03:24:07.055 : ../models/spf_lut_sam1x5 | Iter:174900, Sample:3548800, GPixel:2.56e-03, dT:0.0052, rT:0.4637 +24-08-12 03:24:59.488 : ../models/spf_lut_sam1x5 | Iter:175000, Sample:3552000, GPixel:2.79e-03, dT:0.0032, rT:0.4492 +24-08-12 03:25:51.921 : ../models/spf_lut_sam1x5 | Iter:175100, Sample:3555200, GPixel:2.69e-03, dT:0.0032, rT:0.4481 +24-08-12 03:26:44.333 : ../models/spf_lut_sam1x5 | Iter:175200, Sample:3558400, GPixel:2.69e-03, dT:0.0030, rT:0.4486 +24-08-12 03:27:36.741 : ../models/spf_lut_sam1x5 | Iter:175300, Sample:3561600, GPixel:2.77e-03, dT:0.0029, rT:0.4482 +24-08-12 03:28:29.148 : ../models/spf_lut_sam1x5 | Iter:175400, Sample:3564800, GPixel:2.73e-03, dT:0.0029, rT:0.4486 +24-08-12 03:29:21.588 : ../models/spf_lut_sam1x5 | Iter:175500, Sample:3568000, GPixel:2.80e-03, dT:0.0031, rT:0.4483 +24-08-12 03:30:13.978 : ../models/spf_lut_sam1x5 | Iter:175600, Sample:3571200, GPixel:2.73e-03, dT:0.0028, rT:0.4484 +24-08-12 03:31:06.370 : ../models/spf_lut_sam1x5 | Iter:175700, Sample:3574400, GPixel:2.69e-03, dT:0.0028, rT:0.4485 +24-08-12 03:32:00.412 : ../models/spf_lut_sam1x5 | Iter:175800, Sample:3577600, GPixel:2.69e-03, dT:0.0051, rT:0.4612 +24-08-12 03:32:52.837 : ../models/spf_lut_sam1x5 | Iter:175900, Sample:3580800, GPixel:2.77e-03, dT:0.0031, rT:0.4479 +24-08-12 03:33:45.245 : ../models/spf_lut_sam1x5 | Iter:176000, Sample:3584000, GPixel:2.75e-03, dT:0.0031, rT:0.4474 +24-08-12 03:33:45.284 : Checkpoint saved 176000 +24-08-12 03:33:45.866 : Iter 176000 | Dataset Set5 | AVG Val PSNR: 31.040616 +24-08-12 03:33:48.426 : Iter 176000 | Dataset Set14 | AVG Val PSNR: 27.876228 +24-08-12 03:34:40.823 : ../models/spf_lut_sam1x5 | Iter:176100, Sample:3587200, GPixel:2.72e-03, dT:0.0029, rT:0.4477 +24-08-12 03:35:33.252 : ../models/spf_lut_sam1x5 | Iter:176200, Sample:3590400, GPixel:2.84e-03, dT:0.0030, rT:0.4483 +24-08-12 03:36:25.660 : ../models/spf_lut_sam1x5 | Iter:176300, Sample:3593600, GPixel:2.58e-03, dT:0.0030, rT:0.4485 +24-08-12 03:37:18.050 : ../models/spf_lut_sam1x5 | Iter:176400, Sample:3596800, GPixel:2.63e-03, dT:0.0029, rT:0.4476 +24-08-12 03:38:10.464 : ../models/spf_lut_sam1x5 | Iter:176500, Sample:3600000, GPixel:2.75e-03, dT:0.0030, rT:0.4476 +24-08-12 03:39:04.288 : ../models/spf_lut_sam1x5 | Iter:176600, Sample:3603200, GPixel:2.71e-03, dT:0.0050, rT:0.4605 +24-08-12 03:39:57.425 : ../models/spf_lut_sam1x5 | Iter:176700, Sample:3606400, GPixel:2.73e-03, dT:0.0037, rT:0.4536 +24-08-12 03:40:49.834 : ../models/spf_lut_sam1x5 | Iter:176800, Sample:3609600, GPixel:2.73e-03, dT:0.0030, rT:0.4476 +24-08-12 03:41:42.273 : ../models/spf_lut_sam1x5 | Iter:176900, Sample:3612800, GPixel:2.80e-03, dT:0.0031, rT:0.4476 +24-08-12 03:42:34.714 : ../models/spf_lut_sam1x5 | Iter:177000, Sample:3616000, GPixel:2.78e-03, dT:0.0032, rT:0.4501 +24-08-12 03:43:27.169 : ../models/spf_lut_sam1x5 | Iter:177100, Sample:3619200, GPixel:2.72e-03, dT:0.0033, rT:0.4492 +24-08-12 03:44:19.630 : ../models/spf_lut_sam1x5 | Iter:177200, Sample:3622400, GPixel:2.76e-03, dT:0.0033, rT:0.4497 +24-08-12 03:45:12.093 : ../models/spf_lut_sam1x5 | Iter:177300, Sample:3625600, GPixel:2.66e-03, dT:0.0033, rT:0.4480 +24-08-12 03:46:04.499 : ../models/spf_lut_sam1x5 | Iter:177400, Sample:3628800, GPixel:2.76e-03, dT:0.0030, rT:0.4479 +24-08-12 03:46:59.194 : ../models/spf_lut_sam1x5 | Iter:177500, Sample:3632000, GPixel:2.73e-03, dT:0.0062, rT:0.4664 +24-08-12 03:47:51.598 : ../models/spf_lut_sam1x5 | Iter:177600, Sample:3635200, GPixel:2.78e-03, dT:0.0030, rT:0.4477 +24-08-12 03:48:44.027 : ../models/spf_lut_sam1x5 | Iter:177700, Sample:3638400, GPixel:2.62e-03, dT:0.0031, rT:0.4486 +24-08-12 03:49:36.454 : ../models/spf_lut_sam1x5 | Iter:177800, Sample:3641600, GPixel:2.75e-03, dT:0.0031, rT:0.4477 +24-08-12 03:50:28.853 : ../models/spf_lut_sam1x5 | Iter:177900, Sample:3644800, GPixel:2.71e-03, dT:0.0028, rT:0.4492 +24-08-12 03:51:21.274 : ../models/spf_lut_sam1x5 | Iter:178000, Sample:3648000, GPixel:2.80e-03, dT:0.0030, rT:0.4477 +24-08-12 03:51:21.313 : Checkpoint saved 178000 +24-08-12 03:51:21.894 : Iter 178000 | Dataset Set5 | AVG Val PSNR: 31.031514 +24-08-12 03:51:24.452 : Iter 178000 | Dataset Set14 | AVG Val PSNR: 27.893365 +24-08-12 03:52:16.862 : ../models/spf_lut_sam1x5 | Iter:178100, Sample:3651200, GPixel:2.70e-03, dT:0.0030, rT:0.4469 +24-08-12 03:53:09.299 : ../models/spf_lut_sam1x5 | Iter:178200, Sample:3654400, GPixel:2.80e-03, dT:0.0032, rT:0.4483 +24-08-12 03:54:02.773 : ../models/spf_lut_sam1x5 | Iter:178300, Sample:3657600, GPixel:2.64e-03, dT:0.0040, rT:0.4573 +24-08-12 03:54:56.841 : ../models/spf_lut_sam1x5 | Iter:178400, Sample:3660800, GPixel:2.67e-03, dT:0.0050, rT:0.4626 +24-08-12 03:55:49.234 : ../models/spf_lut_sam1x5 | Iter:178500, Sample:3664000, GPixel:2.60e-03, dT:0.0029, rT:0.4508 +24-08-12 03:56:41.640 : ../models/spf_lut_sam1x5 | Iter:178600, Sample:3667200, GPixel:2.71e-03, dT:0.0030, rT:0.4488 +24-08-12 03:57:34.051 : ../models/spf_lut_sam1x5 | Iter:178700, Sample:3670400, GPixel:2.81e-03, dT:0.0030, rT:0.4486 +24-08-12 03:58:26.483 : ../models/spf_lut_sam1x5 | Iter:178800, Sample:3673600, GPixel:2.76e-03, dT:0.0031, rT:0.4495 +24-08-12 03:59:18.899 : ../models/spf_lut_sam1x5 | Iter:178900, Sample:3676800, GPixel:2.59e-03, dT:0.0031, rT:0.4477 +24-08-12 04:00:11.301 : ../models/spf_lut_sam1x5 | Iter:179000, Sample:3680000, GPixel:2.76e-03, dT:0.0030, rT:0.4473 +24-08-12 04:01:03.713 : ../models/spf_lut_sam1x5 | Iter:179100, Sample:3683200, GPixel:2.79e-03, dT:0.0030, rT:0.4480 +24-08-12 04:01:58.061 : ../models/spf_lut_sam1x5 | Iter:179200, Sample:3686400, GPixel:2.66e-03, dT:0.0064, rT:0.4647 +24-08-12 04:02:50.474 : ../models/spf_lut_sam1x5 | Iter:179300, Sample:3689600, GPixel:2.68e-03, dT:0.0030, rT:0.4492 +24-08-12 04:03:42.868 : ../models/spf_lut_sam1x5 | Iter:179400, Sample:3692800, GPixel:2.63e-03, dT:0.0028, rT:0.4479 +24-08-12 04:04:35.287 : ../models/spf_lut_sam1x5 | Iter:179500, Sample:3696000, GPixel:2.80e-03, dT:0.0031, rT:0.4483 +24-08-12 04:05:27.693 : ../models/spf_lut_sam1x5 | Iter:179600, Sample:3699200, GPixel:2.67e-03, dT:0.0030, rT:0.4482 +24-08-12 04:06:20.116 : ../models/spf_lut_sam1x5 | Iter:179700, Sample:3702400, GPixel:2.64e-03, dT:0.0031, rT:0.4473 +24-08-12 04:07:12.521 : ../models/spf_lut_sam1x5 | Iter:179800, Sample:3705600, GPixel:2.68e-03, dT:0.0029, rT:0.4469 +24-08-12 04:08:04.926 : ../models/spf_lut_sam1x5 | Iter:179900, Sample:3708800, GPixel:2.74e-03, dT:0.0029, rT:0.4481 +24-08-12 04:08:57.307 : ../models/spf_lut_sam1x5 | Iter:180000, Sample:3712000, GPixel:2.84e-03, dT:0.0027, rT:0.4485 +24-08-12 04:08:57.346 : Checkpoint saved 180000 +24-08-12 04:08:57.923 : Iter 180000 | Dataset Set5 | AVG Val PSNR: 31.022311 +24-08-12 04:09:00.497 : Iter 180000 | Dataset Set14 | AVG Val PSNR: 27.893211 +24-08-12 04:09:54.438 : ../models/spf_lut_sam1x5 | Iter:180100, Sample:3715200, GPixel:2.71e-03, dT:0.0051, rT:0.4604 +24-08-12 04:10:46.883 : ../models/spf_lut_sam1x5 | Iter:180200, Sample:3718400, GPixel:2.69e-03, dT:0.0032, rT:0.4490 +24-08-12 04:11:39.317 : ../models/spf_lut_sam1x5 | Iter:180300, Sample:3721600, GPixel:2.70e-03, dT:0.0032, rT:0.4481 +24-08-12 04:12:31.736 : ../models/spf_lut_sam1x5 | Iter:180400, Sample:3724800, GPixel:2.79e-03, dT:0.0030, rT:0.4496 +24-08-12 04:13:24.131 : ../models/spf_lut_sam1x5 | Iter:180500, Sample:3728000, GPixel:2.82e-03, dT:0.0029, rT:0.4485 +24-08-12 04:14:16.541 : ../models/spf_lut_sam1x5 | Iter:180600, Sample:3731200, GPixel:2.68e-03, dT:0.0029, rT:0.4482 +24-08-12 04:15:08.937 : ../models/spf_lut_sam1x5 | Iter:180700, Sample:3734400, GPixel:2.70e-03, dT:0.0029, rT:0.4476 +24-08-12 04:16:01.338 : ../models/spf_lut_sam1x5 | Iter:180800, Sample:3737600, GPixel:2.65e-03, dT:0.0029, rT:0.4478 +24-08-12 04:16:54.739 : ../models/spf_lut_sam1x5 | Iter:180900, Sample:3740800, GPixel:2.61e-03, dT:0.0045, rT:0.4560 +24-08-12 04:17:47.849 : ../models/spf_lut_sam1x5 | Iter:181000, Sample:3744000, GPixel:2.87e-03, dT:0.0044, rT:0.4543 +24-08-12 04:18:40.255 : ../models/spf_lut_sam1x5 | Iter:181100, Sample:3747200, GPixel:2.69e-03, dT:0.0030, rT:0.4477 +24-08-12 04:19:32.679 : ../models/spf_lut_sam1x5 | Iter:181200, Sample:3750400, GPixel:2.81e-03, dT:0.0030, rT:0.4487 +24-08-12 04:20:25.099 : ../models/spf_lut_sam1x5 | Iter:181300, Sample:3753600, GPixel:2.67e-03, dT:0.0030, rT:0.4502 +24-08-12 04:21:17.513 : ../models/spf_lut_sam1x5 | Iter:181400, Sample:3756800, GPixel:2.64e-03, dT:0.0030, rT:0.4503 +24-08-12 04:22:09.930 : ../models/spf_lut_sam1x5 | Iter:181500, Sample:3760000, GPixel:2.61e-03, dT:0.0030, rT:0.4488 +24-08-12 04:23:02.329 : ../models/spf_lut_sam1x5 | Iter:181600, Sample:3763200, GPixel:2.71e-03, dT:0.0029, rT:0.4482 +24-08-12 04:23:54.719 : ../models/spf_lut_sam1x5 | Iter:181700, Sample:3766400, GPixel:2.80e-03, dT:0.0029, rT:0.4470 +24-08-12 04:24:49.100 : ../models/spf_lut_sam1x5 | Iter:181800, Sample:3769600, GPixel:2.78e-03, dT:0.0061, rT:0.4643 +24-08-12 04:25:41.535 : ../models/spf_lut_sam1x5 | Iter:181900, Sample:3772800, GPixel:2.76e-03, dT:0.0031, rT:0.4477 +24-08-12 04:26:33.971 : ../models/spf_lut_sam1x5 | Iter:182000, Sample:3776000, GPixel:2.71e-03, dT:0.0031, rT:0.4492 +24-08-12 04:26:34.010 : Checkpoint saved 182000 +24-08-12 04:26:34.586 : Iter 182000 | Dataset Set5 | AVG Val PSNR: 31.060310 +24-08-12 04:26:37.147 : Iter 182000 | Dataset Set14 | AVG Val PSNR: 27.904377 +24-08-12 04:27:29.600 : ../models/spf_lut_sam1x5 | Iter:182100, Sample:3779200, GPixel:2.76e-03, dT:0.0031, rT:0.4493 +24-08-12 04:28:22.045 : ../models/spf_lut_sam1x5 | Iter:182200, Sample:3782400, GPixel:2.65e-03, dT:0.0032, rT:0.4485 +24-08-12 04:29:14.477 : ../models/spf_lut_sam1x5 | Iter:182300, Sample:3785600, GPixel:2.66e-03, dT:0.0031, rT:0.4493 +24-08-12 04:30:06.887 : ../models/spf_lut_sam1x5 | Iter:182400, Sample:3788800, GPixel:2.65e-03, dT:0.0030, rT:0.4479 +24-08-12 04:30:59.353 : ../models/spf_lut_sam1x5 | Iter:182500, Sample:3792000, GPixel:2.66e-03, dT:0.0033, rT:0.4489 +24-08-12 04:31:52.181 : ../models/spf_lut_sam1x5 | Iter:182600, Sample:3795200, GPixel:2.70e-03, dT:0.0035, rT:0.4513 +24-08-12 04:32:46.567 : ../models/spf_lut_sam1x5 | Iter:182700, Sample:3798400, GPixel:2.71e-03, dT:0.0056, rT:0.4642 +24-08-12 04:33:38.995 : ../models/spf_lut_sam1x5 | Iter:182800, Sample:3801600, GPixel:2.62e-03, dT:0.0032, rT:0.4480 +24-08-12 04:34:31.382 : ../models/spf_lut_sam1x5 | Iter:182900, Sample:3804800, GPixel:2.76e-03, dT:0.0028, rT:0.4474 +24-08-12 04:35:23.766 : ../models/spf_lut_sam1x5 | Iter:183000, Sample:3808000, GPixel:2.76e-03, dT:0.0028, rT:0.4477 +24-08-12 04:36:16.210 : ../models/spf_lut_sam1x5 | Iter:183100, Sample:3811200, GPixel:2.69e-03, dT:0.0031, rT:0.4481 +24-08-12 04:37:08.613 : ../models/spf_lut_sam1x5 | Iter:183200, Sample:3814400, GPixel:2.80e-03, dT:0.0030, rT:0.4483 +24-08-12 04:38:01.028 : ../models/spf_lut_sam1x5 | Iter:183300, Sample:3817600, GPixel:2.77e-03, dT:0.0030, rT:0.4482 +24-08-12 04:38:53.426 : ../models/spf_lut_sam1x5 | Iter:183400, Sample:3820800, GPixel:2.78e-03, dT:0.0029, rT:0.4486 +24-08-12 04:39:47.446 : ../models/spf_lut_sam1x5 | Iter:183500, Sample:3824000, GPixel:2.63e-03, dT:0.0055, rT:0.4611 +24-08-12 04:40:40.096 : ../models/spf_lut_sam1x5 | Iter:183600, Sample:3827200, GPixel:2.68e-03, dT:0.0035, rT:0.4496 +24-08-12 04:41:32.514 : ../models/spf_lut_sam1x5 | Iter:183700, Sample:3830400, GPixel:2.61e-03, dT:0.0031, rT:0.4486 +24-08-12 04:42:24.944 : ../models/spf_lut_sam1x5 | Iter:183800, Sample:3833600, GPixel:2.69e-03, dT:0.0031, rT:0.4489 +24-08-12 04:43:17.342 : ../models/spf_lut_sam1x5 | Iter:183900, Sample:3836800, GPixel:2.71e-03, dT:0.0029, rT:0.4489 +24-08-12 04:44:09.739 : ../models/spf_lut_sam1x5 | Iter:184000, Sample:3840000, GPixel:2.74e-03, dT:0.0029, rT:0.4476 +24-08-12 04:44:09.778 : Checkpoint saved 184000 +24-08-12 04:44:10.353 : Iter 184000 | Dataset Set5 | AVG Val PSNR: 31.087005 +24-08-12 04:44:12.909 : Iter 184000 | Dataset Set14 | AVG Val PSNR: 27.911089 +24-08-12 04:45:05.331 : ../models/spf_lut_sam1x5 | Iter:184100, Sample:3843200, GPixel:2.80e-03, dT:0.0031, rT:0.4486 +24-08-12 04:45:57.736 : ../models/spf_lut_sam1x5 | Iter:184200, Sample:3846400, GPixel:2.65e-03, dT:0.0029, rT:0.4492 +24-08-12 04:46:50.143 : ../models/spf_lut_sam1x5 | Iter:184300, Sample:3849600, GPixel:2.89e-03, dT:0.0030, rT:0.4475 +24-08-12 04:47:44.347 : ../models/spf_lut_sam1x5 | Iter:184400, Sample:3852800, GPixel:2.75e-03, dT:0.0056, rT:0.4615 +24-08-12 04:48:36.785 : ../models/spf_lut_sam1x5 | Iter:184500, Sample:3856000, GPixel:2.66e-03, dT:0.0031, rT:0.4495 +24-08-12 04:49:29.175 : ../models/spf_lut_sam1x5 | Iter:184600, Sample:3859200, GPixel:2.78e-03, dT:0.0028, rT:0.4478 +24-08-12 04:50:21.559 : ../models/spf_lut_sam1x5 | Iter:184700, Sample:3862400, GPixel:2.61e-03, dT:0.0028, rT:0.4482 +24-08-12 04:51:13.971 : ../models/spf_lut_sam1x5 | Iter:184800, Sample:3865600, GPixel:2.68e-03, dT:0.0030, rT:0.4480 +24-08-12 04:52:06.376 : ../models/spf_lut_sam1x5 | Iter:184900, Sample:3868800, GPixel:2.72e-03, dT:0.0030, rT:0.4477 +24-08-12 04:52:58.775 : ../models/spf_lut_sam1x5 | Iter:185000, Sample:3872000, GPixel:2.67e-03, dT:0.0029, rT:0.4483 +24-08-12 04:53:51.196 : ../models/spf_lut_sam1x5 | Iter:185100, Sample:3875200, GPixel:2.76e-03, dT:0.0030, rT:0.4488 +24-08-12 04:54:44.344 : ../models/spf_lut_sam1x5 | Iter:185200, Sample:3878400, GPixel:2.69e-03, dT:0.0040, rT:0.4549 +24-08-12 04:55:37.603 : ../models/spf_lut_sam1x5 | Iter:185300, Sample:3881600, GPixel:2.68e-03, dT:0.0049, rT:0.4556 +24-08-12 04:56:30.000 : ../models/spf_lut_sam1x5 | Iter:185400, Sample:3884800, GPixel:2.76e-03, dT:0.0029, rT:0.4484 +24-08-12 04:57:22.426 : ../models/spf_lut_sam1x5 | Iter:185500, Sample:3888000, GPixel:2.77e-03, dT:0.0031, rT:0.4492 +24-08-12 04:58:14.826 : ../models/spf_lut_sam1x5 | Iter:185600, Sample:3891200, GPixel:2.77e-03, dT:0.0029, rT:0.4485 +24-08-12 04:59:07.227 : ../models/spf_lut_sam1x5 | Iter:185700, Sample:3894400, GPixel:2.46e-03, dT:0.0029, rT:0.4490 +24-08-12 04:59:59.647 : ../models/spf_lut_sam1x5 | Iter:185800, Sample:3897600, GPixel:2.82e-03, dT:0.0030, rT:0.4479 +24-08-12 05:00:52.060 : ../models/spf_lut_sam1x5 | Iter:185900, Sample:3900800, GPixel:2.86e-03, dT:0.0030, rT:0.4493 +24-08-12 05:01:44.455 : ../models/spf_lut_sam1x5 | Iter:186000, Sample:3904000, GPixel:2.71e-03, dT:0.0029, rT:0.4485 +24-08-12 05:01:44.498 : Checkpoint saved 186000 +24-08-12 05:01:45.078 : Iter 186000 | Dataset Set5 | AVG Val PSNR: 31.035898 +24-08-12 05:01:47.648 : Iter 186000 | Dataset Set14 | AVG Val PSNR: 27.899694 +24-08-12 05:02:41.893 : ../models/spf_lut_sam1x5 | Iter:186100, Sample:3907200, GPixel:2.79e-03, dT:0.0057, rT:0.4632 +24-08-12 05:03:34.287 : ../models/spf_lut_sam1x5 | Iter:186200, Sample:3910400, GPixel:2.73e-03, dT:0.0029, rT:0.4486 +24-08-12 05:04:26.688 : ../models/spf_lut_sam1x5 | Iter:186300, Sample:3913600, GPixel:2.73e-03, dT:0.0029, rT:0.4480 +24-08-12 05:05:19.087 : ../models/spf_lut_sam1x5 | Iter:186400, Sample:3916800, GPixel:2.69e-03, dT:0.0029, rT:0.4497 +24-08-12 05:06:11.483 : ../models/spf_lut_sam1x5 | Iter:186500, Sample:3920000, GPixel:2.79e-03, dT:0.0028, rT:0.4489 +24-08-12 05:07:03.864 : ../models/spf_lut_sam1x5 | Iter:186600, Sample:3923200, GPixel:2.65e-03, dT:0.0028, rT:0.4507 +24-08-12 05:07:56.277 : ../models/spf_lut_sam1x5 | Iter:186700, Sample:3926400, GPixel:2.66e-03, dT:0.0030, rT:0.4481 +24-08-12 05:08:48.738 : ../models/spf_lut_sam1x5 | Iter:186800, Sample:3929600, GPixel:2.72e-03, dT:0.0032, rT:0.4492 +24-08-12 05:09:41.183 : ../models/spf_lut_sam1x5 | Iter:186900, Sample:3932800, GPixel:2.63e-03, dT:0.0032, rT:0.4481 +24-08-12 05:10:36.141 : ../models/spf_lut_sam1x5 | Iter:187000, Sample:3936000, GPixel:2.76e-03, dT:0.0070, rT:0.4668 +24-08-12 05:11:28.549 : ../models/spf_lut_sam1x5 | Iter:187100, Sample:3939200, GPixel:2.64e-03, dT:0.0030, rT:0.4480 +24-08-12 05:12:20.964 : ../models/spf_lut_sam1x5 | Iter:187200, Sample:3942400, GPixel:2.78e-03, dT:0.0030, rT:0.4478 +24-08-12 05:13:13.365 : ../models/spf_lut_sam1x5 | Iter:187300, Sample:3945600, GPixel:2.55e-03, dT:0.0029, rT:0.4471 +24-08-12 05:14:05.755 : ../models/spf_lut_sam1x5 | Iter:187400, Sample:3948800, GPixel:2.72e-03, dT:0.0028, rT:0.4479 +24-08-12 05:14:58.167 : ../models/spf_lut_sam1x5 | Iter:187500, Sample:3952000, GPixel:2.65e-03, dT:0.0030, rT:0.4481 +24-08-12 05:15:50.615 : ../models/spf_lut_sam1x5 | Iter:187600, Sample:3955200, GPixel:2.61e-03, dT:0.0033, rT:0.4483 +24-08-12 05:16:43.069 : ../models/spf_lut_sam1x5 | Iter:187700, Sample:3958400, GPixel:2.77e-03, dT:0.0033, rT:0.4499 +24-08-12 05:17:36.625 : ../models/spf_lut_sam1x5 | Iter:187800, Sample:3961600, GPixel:2.72e-03, dT:0.0044, rT:0.4563 +24-08-12 05:18:29.716 : ../models/spf_lut_sam1x5 | Iter:187900, Sample:3964800, GPixel:2.82e-03, dT:0.0039, rT:0.4544 +24-08-12 05:19:22.114 : ../models/spf_lut_sam1x5 | Iter:188000, Sample:3968000, GPixel:2.80e-03, dT:0.0029, rT:0.4480 +24-08-12 05:19:22.153 : Checkpoint saved 188000 +24-08-12 05:19:22.730 : Iter 188000 | Dataset Set5 | AVG Val PSNR: 31.049465 +24-08-12 05:19:25.298 : Iter 188000 | Dataset Set14 | AVG Val PSNR: 27.904598 +24-08-12 05:20:17.694 : ../models/spf_lut_sam1x5 | Iter:188100, Sample:3971200, GPixel:2.66e-03, dT:0.0029, rT:0.4472 +24-08-12 05:21:10.143 : ../models/spf_lut_sam1x5 | Iter:188200, Sample:3974400, GPixel:2.57e-03, dT:0.0034, rT:0.4480 +24-08-12 05:22:02.530 : ../models/spf_lut_sam1x5 | Iter:188300, Sample:3977600, GPixel:2.74e-03, dT:0.0029, rT:0.4481 +24-08-12 05:22:54.975 : ../models/spf_lut_sam1x5 | Iter:188400, Sample:3980800, GPixel:2.68e-03, dT:0.0033, rT:0.4498 +24-08-12 05:23:47.398 : ../models/spf_lut_sam1x5 | Iter:188500, Sample:3984000, GPixel:2.67e-03, dT:0.0031, rT:0.4477 +24-08-12 05:24:39.805 : ../models/spf_lut_sam1x5 | Iter:188600, Sample:3987200, GPixel:2.74e-03, dT:0.0030, rT:0.4474 +24-08-12 05:25:34.629 : ../models/spf_lut_sam1x5 | Iter:188700, Sample:3990400, GPixel:2.67e-03, dT:0.0057, rT:0.4685 +24-08-12 05:26:27.043 : ../models/spf_lut_sam1x5 | Iter:188800, Sample:3993600, GPixel:2.90e-03, dT:0.0030, rT:0.4486 +24-08-12 05:27:19.463 : ../models/spf_lut_sam1x5 | Iter:188900, Sample:3996800, GPixel:2.72e-03, dT:0.0030, rT:0.4478 +24-08-12 05:28:11.850 : ../models/spf_lut_sam1x5 | Iter:189000, Sample:4000000, GPixel:2.80e-03, dT:0.0028, rT:0.4483 +24-08-12 05:29:04.243 : ../models/spf_lut_sam1x5 | Iter:189100, Sample:4003200, GPixel:2.69e-03, dT:0.0028, rT:0.4494 +24-08-12 05:29:56.632 : ../models/spf_lut_sam1x5 | Iter:189200, Sample:4006400, GPixel:2.81e-03, dT:0.0028, rT:0.4487 +24-08-12 05:30:49.044 : ../models/spf_lut_sam1x5 | Iter:189300, Sample:4009600, GPixel:2.73e-03, dT:0.0030, rT:0.4476 +24-08-12 05:31:41.445 : ../models/spf_lut_sam1x5 | Iter:189400, Sample:4012800, GPixel:2.67e-03, dT:0.0029, rT:0.4473 +24-08-12 05:32:34.131 : ../models/spf_lut_sam1x5 | Iter:189500, Sample:4016000, GPixel:2.61e-03, dT:0.0034, rT:0.4497 +24-08-12 05:33:28.258 : ../models/spf_lut_sam1x5 | Iter:189600, Sample:4019200, GPixel:2.68e-03, dT:0.0056, rT:0.4620 +24-08-12 05:34:20.667 : ../models/spf_lut_sam1x5 | Iter:189700, Sample:4022400, GPixel:2.54e-03, dT:0.0030, rT:0.4472 +24-08-12 05:35:13.084 : ../models/spf_lut_sam1x5 | Iter:189800, Sample:4025600, GPixel:2.68e-03, dT:0.0030, rT:0.4473 +24-08-12 05:36:05.506 : ../models/spf_lut_sam1x5 | Iter:189900, Sample:4028800, GPixel:2.69e-03, dT:0.0031, rT:0.4480 +24-08-12 05:36:57.902 : ../models/spf_lut_sam1x5 | Iter:190000, Sample:4032000, GPixel:2.81e-03, dT:0.0029, rT:0.4486 +24-08-12 05:36:57.940 : Checkpoint saved 190000 +24-08-12 05:36:58.511 : Iter 190000 | Dataset Set5 | AVG Val PSNR: 31.045272 +24-08-12 05:37:01.076 : Iter 190000 | Dataset Set14 | AVG Val PSNR: 27.900961 +24-08-12 05:37:53.497 : ../models/spf_lut_sam1x5 | Iter:190100, Sample:4035200, GPixel:2.65e-03, dT:0.0031, rT:0.4484 +24-08-12 05:38:45.880 : ../models/spf_lut_sam1x5 | Iter:190200, Sample:4038400, GPixel:2.78e-03, dT:0.0028, rT:0.4483 +24-08-12 05:39:38.283 : ../models/spf_lut_sam1x5 | Iter:190300, Sample:4041600, GPixel:2.69e-03, dT:0.0029, rT:0.4492 +24-08-12 05:40:32.591 : ../models/spf_lut_sam1x5 | Iter:190400, Sample:4044800, GPixel:2.73e-03, dT:0.0057, rT:0.4648 +24-08-12 05:41:25.036 : ../models/spf_lut_sam1x5 | Iter:190500, Sample:4048000, GPixel:2.72e-03, dT:0.0030, rT:0.4483 +24-08-12 05:42:17.446 : ../models/spf_lut_sam1x5 | Iter:190600, Sample:4051200, GPixel:2.73e-03, dT:0.0030, rT:0.4481 +24-08-12 05:43:09.864 : ../models/spf_lut_sam1x5 | Iter:190700, Sample:4054400, GPixel:2.66e-03, dT:0.0031, rT:0.4474 +24-08-12 05:44:02.302 : ../models/spf_lut_sam1x5 | Iter:190800, Sample:4057600, GPixel:2.79e-03, dT:0.0032, rT:0.4490 +24-08-12 05:44:54.709 : ../models/spf_lut_sam1x5 | Iter:190900, Sample:4060800, GPixel:2.71e-03, dT:0.0030, rT:0.4472 +24-08-12 05:45:47.115 : ../models/spf_lut_sam1x5 | Iter:191000, Sample:4064000, GPixel:2.71e-03, dT:0.0029, rT:0.4471 +24-08-12 05:46:39.528 : ../models/spf_lut_sam1x5 | Iter:191100, Sample:4067200, GPixel:2.54e-03, dT:0.0030, rT:0.4468 +24-08-12 05:47:31.936 : ../models/spf_lut_sam1x5 | Iter:191200, Sample:4070400, GPixel:2.77e-03, dT:0.0030, rT:0.4487 +24-08-12 05:48:26.320 : ../models/spf_lut_sam1x5 | Iter:191300, Sample:4073600, GPixel:2.70e-03, dT:0.0065, rT:0.4626 +24-08-12 05:49:18.741 : ../models/spf_lut_sam1x5 | Iter:191400, Sample:4076800, GPixel:2.70e-03, dT:0.0031, rT:0.4477 +24-08-12 05:50:11.152 : ../models/spf_lut_sam1x5 | Iter:191500, Sample:4080000, GPixel:2.76e-03, dT:0.0030, rT:0.4475 +24-08-12 05:51:03.573 : ../models/spf_lut_sam1x5 | Iter:191600, Sample:4083200, GPixel:2.72e-03, dT:0.0031, rT:0.4479 +24-08-12 05:51:56.003 : ../models/spf_lut_sam1x5 | Iter:191700, Sample:4086400, GPixel:2.72e-03, dT:0.0030, rT:0.4487 +24-08-12 05:52:48.445 : ../models/spf_lut_sam1x5 | Iter:191800, Sample:4089600, GPixel:2.72e-03, dT:0.0032, rT:0.4488 +24-08-12 05:53:40.834 : ../models/spf_lut_sam1x5 | Iter:191900, Sample:4092800, GPixel:2.64e-03, dT:0.0029, rT:0.4470 +24-08-12 05:54:33.277 : ../models/spf_lut_sam1x5 | Iter:192000, Sample:4096000, GPixel:2.67e-03, dT:0.0032, rT:0.4495 +24-08-12 05:54:33.316 : Checkpoint saved 192000 +24-08-12 05:54:33.900 : Iter 192000 | Dataset Set5 | AVG Val PSNR: 31.069416 +24-08-12 05:54:36.436 : Iter 192000 | Dataset Set14 | AVG Val PSNR: 27.909004 +24-08-12 05:55:29.805 : ../models/spf_lut_sam1x5 | Iter:192100, Sample:4099200, GPixel:2.65e-03, dT:0.0049, rT:0.4554 +24-08-12 05:56:23.086 : ../models/spf_lut_sam1x5 | Iter:192200, Sample:4102400, GPixel:2.82e-03, dT:0.0039, rT:0.4557 +24-08-12 05:57:15.531 : ../models/spf_lut_sam1x5 | Iter:192300, Sample:4105600, GPixel:2.72e-03, dT:0.0031, rT:0.4488 +24-08-12 05:58:07.936 : ../models/spf_lut_sam1x5 | Iter:192400, Sample:4108800, GPixel:2.60e-03, dT:0.0029, rT:0.4480 +24-08-12 05:59:00.333 : ../models/spf_lut_sam1x5 | Iter:192500, Sample:4112000, GPixel:2.67e-03, dT:0.0029, rT:0.4475 +24-08-12 05:59:52.737 : ../models/spf_lut_sam1x5 | Iter:192600, Sample:4115200, GPixel:2.65e-03, dT:0.0029, rT:0.4477 +24-08-12 06:00:45.178 : ../models/spf_lut_sam1x5 | Iter:192700, Sample:4118400, GPixel:2.65e-03, dT:0.0032, rT:0.4488 +24-08-12 06:01:37.582 : ../models/spf_lut_sam1x5 | Iter:192800, Sample:4121600, GPixel:2.71e-03, dT:0.0030, rT:0.4475 +24-08-12 06:02:29.996 : ../models/spf_lut_sam1x5 | Iter:192900, Sample:4124800, GPixel:2.77e-03, dT:0.0031, rT:0.4480 +24-08-12 06:03:24.172 : ../models/spf_lut_sam1x5 | Iter:193000, Sample:4128000, GPixel:2.87e-03, dT:0.0055, rT:0.4622 +24-08-12 06:04:16.564 : ../models/spf_lut_sam1x5 | Iter:193100, Sample:4131200, GPixel:2.74e-03, dT:0.0029, rT:0.4478 +24-08-12 06:05:08.958 : ../models/spf_lut_sam1x5 | Iter:193200, Sample:4134400, GPixel:2.69e-03, dT:0.0028, rT:0.4483 +24-08-12 06:06:01.394 : ../models/spf_lut_sam1x5 | Iter:193300, Sample:4137600, GPixel:2.73e-03, dT:0.0031, rT:0.4480 +24-08-12 06:06:53.770 : ../models/spf_lut_sam1x5 | Iter:193400, Sample:4140800, GPixel:2.73e-03, dT:0.0027, rT:0.4490 +24-08-12 06:07:46.141 : ../models/spf_lut_sam1x5 | Iter:193500, Sample:4144000, GPixel:2.59e-03, dT:0.0027, rT:0.4485 +24-08-12 06:08:38.515 : ../models/spf_lut_sam1x5 | Iter:193600, Sample:4147200, GPixel:2.64e-03, dT:0.0027, rT:0.4484 +24-08-12 06:09:30.895 : ../models/spf_lut_sam1x5 | Iter:193700, Sample:4150400, GPixel:2.66e-03, dT:0.0028, rT:0.4482 +24-08-12 06:10:23.274 : ../models/spf_lut_sam1x5 | Iter:193800, Sample:4153600, GPixel:2.83e-03, dT:0.0028, rT:0.4482 +24-08-12 06:11:18.062 : ../models/spf_lut_sam1x5 | Iter:193900, Sample:4156800, GPixel:2.67e-03, dT:0.0053, rT:0.4665 +24-08-12 06:12:10.466 : ../models/spf_lut_sam1x5 | Iter:194000, Sample:4160000, GPixel:2.70e-03, dT:0.0029, rT:0.4477 +24-08-12 06:12:10.504 : Checkpoint saved 194000 +24-08-12 06:12:11.085 : Iter 194000 | Dataset Set5 | AVG Val PSNR: 31.080033 +24-08-12 06:12:13.636 : Iter 194000 | Dataset Set14 | AVG Val PSNR: 27.918772 +24-08-12 06:13:06.055 : ../models/spf_lut_sam1x5 | Iter:194100, Sample:4163200, GPixel:2.66e-03, dT:0.0030, rT:0.4479 +24-08-12 06:13:58.457 : ../models/spf_lut_sam1x5 | Iter:194200, Sample:4166400, GPixel:2.75e-03, dT:0.0030, rT:0.4481 +24-08-12 06:14:50.889 : ../models/spf_lut_sam1x5 | Iter:194300, Sample:4169600, GPixel:2.69e-03, dT:0.0032, rT:0.4478 +24-08-12 06:15:43.284 : ../models/spf_lut_sam1x5 | Iter:194400, Sample:4172800, GPixel:2.80e-03, dT:0.0028, rT:0.4496 +24-08-12 06:16:35.700 : ../models/spf_lut_sam1x5 | Iter:194500, Sample:4176000, GPixel:2.67e-03, dT:0.0030, rT:0.4483 +24-08-12 06:17:28.108 : ../models/spf_lut_sam1x5 | Iter:194600, Sample:4179200, GPixel:2.63e-03, dT:0.0029, rT:0.4482 +24-08-12 06:18:22.078 : ../models/spf_lut_sam1x5 | Iter:194700, Sample:4182400, GPixel:2.76e-03, dT:0.0051, rT:0.4610 +24-08-12 06:19:15.005 : ../models/spf_lut_sam1x5 | Iter:194800, Sample:4185600, GPixel:2.71e-03, dT:0.0033, rT:0.4523 +24-08-12 06:20:07.410 : ../models/spf_lut_sam1x5 | Iter:194900, Sample:4188800, GPixel:2.76e-03, dT:0.0030, rT:0.4483 +24-08-12 06:20:59.795 : ../models/spf_lut_sam1x5 | Iter:195000, Sample:4192000, GPixel:2.64e-03, dT:0.0028, rT:0.4486 +24-08-12 06:21:52.194 : ../models/spf_lut_sam1x5 | Iter:195100, Sample:4195200, GPixel:2.67e-03, dT:0.0029, rT:0.4474 +24-08-12 06:22:44.593 : ../models/spf_lut_sam1x5 | Iter:195200, Sample:4198400, GPixel:2.67e-03, dT:0.0029, rT:0.4492 +24-08-12 06:23:36.989 : ../models/spf_lut_sam1x5 | Iter:195300, Sample:4201600, GPixel:2.69e-03, dT:0.0029, rT:0.4479 +24-08-12 06:24:29.384 : ../models/spf_lut_sam1x5 | Iter:195400, Sample:4204800, GPixel:2.60e-03, dT:0.0029, rT:0.4484 +24-08-12 06:25:21.777 : ../models/spf_lut_sam1x5 | Iter:195500, Sample:4208000, GPixel:2.69e-03, dT:0.0029, rT:0.4490 +24-08-12 06:26:16.137 : ../models/spf_lut_sam1x5 | Iter:195600, Sample:4211200, GPixel:2.71e-03, dT:0.0055, rT:0.4632 +24-08-12 06:27:08.567 : ../models/spf_lut_sam1x5 | Iter:195700, Sample:4214400, GPixel:2.70e-03, dT:0.0031, rT:0.4487 +24-08-12 06:28:01.000 : ../models/spf_lut_sam1x5 | Iter:195800, Sample:4217600, GPixel:2.62e-03, dT:0.0031, rT:0.4495 +24-08-12 06:28:53.376 : ../models/spf_lut_sam1x5 | Iter:195900, Sample:4220800, GPixel:2.75e-03, dT:0.0027, rT:0.4481 +24-08-12 06:29:45.821 : ../models/spf_lut_sam1x5 | Iter:196000, Sample:4224000, GPixel:2.61e-03, dT:0.0033, rT:0.4476 +24-08-12 06:29:45.860 : Checkpoint saved 196000 +24-08-12 06:29:46.440 : Iter 196000 | Dataset Set5 | AVG Val PSNR: 31.058533 +24-08-12 06:29:49.006 : Iter 196000 | Dataset Set14 | AVG Val PSNR: 27.903981 +24-08-12 06:30:41.404 : ../models/spf_lut_sam1x5 | Iter:196100, Sample:4227200, GPixel:2.65e-03, dT:0.0029, rT:0.4478 +24-08-12 06:31:33.789 : ../models/spf_lut_sam1x5 | Iter:196200, Sample:4230400, GPixel:2.70e-03, dT:0.0028, rT:0.4482 +24-08-12 06:32:26.170 : ../models/spf_lut_sam1x5 | Iter:196300, Sample:4233600, GPixel:2.78e-03, dT:0.0028, rT:0.4483 +24-08-12 06:33:18.911 : ../models/spf_lut_sam1x5 | Iter:196400, Sample:4236800, GPixel:2.88e-03, dT:0.0035, rT:0.4511 +24-08-12 06:34:12.426 : ../models/spf_lut_sam1x5 | Iter:196500, Sample:4240000, GPixel:2.67e-03, dT:0.0049, rT:0.4562 +24-08-12 06:35:04.826 : ../models/spf_lut_sam1x5 | Iter:196600, Sample:4243200, GPixel:2.77e-03, dT:0.0030, rT:0.4484 +24-08-12 06:35:57.235 : ../models/spf_lut_sam1x5 | Iter:196700, Sample:4246400, GPixel:2.90e-03, dT:0.0030, rT:0.4469 +24-08-12 06:36:49.633 : ../models/spf_lut_sam1x5 | Iter:196800, Sample:4249600, GPixel:2.64e-03, dT:0.0029, rT:0.4475 +24-08-12 06:37:42.036 : ../models/spf_lut_sam1x5 | Iter:196900, Sample:4252800, GPixel:2.60e-03, dT:0.0030, rT:0.4477 +24-08-12 06:38:34.454 : ../models/spf_lut_sam1x5 | Iter:197000, Sample:4256000, GPixel:2.66e-03, dT:0.0030, rT:0.4482 +24-08-12 06:39:26.858 : ../models/spf_lut_sam1x5 | Iter:197100, Sample:4259200, GPixel:2.76e-03, dT:0.0030, rT:0.4481 +24-08-12 06:40:19.290 : ../models/spf_lut_sam1x5 | Iter:197200, Sample:4262400, GPixel:2.71e-03, dT:0.0031, rT:0.4489 +24-08-12 06:41:13.778 : ../models/spf_lut_sam1x5 | Iter:197300, Sample:4265600, GPixel:2.70e-03, dT:0.0055, rT:0.4642 +24-08-12 06:42:06.240 : ../models/spf_lut_sam1x5 | Iter:197400, Sample:4268800, GPixel:2.71e-03, dT:0.0031, rT:0.4482 +24-08-12 06:42:58.632 : ../models/spf_lut_sam1x5 | Iter:197500, Sample:4272000, GPixel:2.79e-03, dT:0.0028, rT:0.4484 +24-08-12 06:43:51.008 : ../models/spf_lut_sam1x5 | Iter:197600, Sample:4275200, GPixel:2.67e-03, dT:0.0028, rT:0.4488 +24-08-12 06:44:43.464 : ../models/spf_lut_sam1x5 | Iter:197700, Sample:4278400, GPixel:2.66e-03, dT:0.0034, rT:0.4488 +24-08-12 06:45:35.888 : ../models/spf_lut_sam1x5 | Iter:197800, Sample:4281600, GPixel:2.80e-03, dT:0.0031, rT:0.4486 +24-08-12 06:46:28.325 : ../models/spf_lut_sam1x5 | Iter:197900, Sample:4284800, GPixel:2.70e-03, dT:0.0031, rT:0.4487 +24-08-12 06:47:20.707 : ../models/spf_lut_sam1x5 | Iter:198000, Sample:4288000, GPixel:2.71e-03, dT:0.0027, rT:0.4489 +24-08-12 06:47:20.747 : Checkpoint saved 198000 +24-08-12 06:47:21.256 : Iter 198000 | Dataset Set5 | AVG Val PSNR: 31.067368 +24-08-12 06:47:23.575 : Iter 198000 | Dataset Set14 | AVG Val PSNR: 27.907990 +24-08-12 06:48:16.019 : ../models/spf_lut_sam1x5 | Iter:198100, Sample:4291200, GPixel:2.77e-03, dT:0.0032, rT:0.4489 +24-08-12 06:49:11.082 : ../models/spf_lut_sam1x5 | Iter:198200, Sample:4294400, GPixel:2.60e-03, dT:0.0056, rT:0.4693 +24-08-12 06:50:03.492 : ../models/spf_lut_sam1x5 | Iter:198300, Sample:4297600, GPixel:2.79e-03, dT:0.0029, rT:0.4483 +24-08-12 06:50:55.888 : ../models/spf_lut_sam1x5 | Iter:198400, Sample:4300800, GPixel:2.59e-03, dT:0.0029, rT:0.4485 +24-08-12 06:51:48.301 : ../models/spf_lut_sam1x5 | Iter:198500, Sample:4304000, GPixel:2.77e-03, dT:0.0030, rT:0.4473 +24-08-12 06:52:40.691 : ../models/spf_lut_sam1x5 | Iter:198600, Sample:4307200, GPixel:2.68e-03, dT:0.0029, rT:0.4475 +24-08-12 06:53:33.088 : ../models/spf_lut_sam1x5 | Iter:198700, Sample:4310400, GPixel:2.74e-03, dT:0.0029, rT:0.4468 +24-08-12 06:54:25.481 : ../models/spf_lut_sam1x5 | Iter:198800, Sample:4313600, GPixel:2.75e-03, dT:0.0029, rT:0.4467 +24-08-12 06:55:17.934 : ../models/spf_lut_sam1x5 | Iter:198900, Sample:4316800, GPixel:2.73e-03, dT:0.0033, rT:0.4494 +24-08-12 06:56:11.216 : ../models/spf_lut_sam1x5 | Iter:199000, Sample:4320000, GPixel:2.68e-03, dT:0.0043, rT:0.4551 +24-08-12 06:57:04.387 : ../models/spf_lut_sam1x5 | Iter:199100, Sample:4323200, GPixel:2.75e-03, dT:0.0040, rT:0.4543 +24-08-12 06:57:56.797 : ../models/spf_lut_sam1x5 | Iter:199200, Sample:4326400, GPixel:2.86e-03, dT:0.0031, rT:0.4475 +24-08-12 06:58:49.198 : ../models/spf_lut_sam1x5 | Iter:199300, Sample:4329600, GPixel:2.64e-03, dT:0.0030, rT:0.4469 +24-08-12 06:59:41.602 : ../models/spf_lut_sam1x5 | Iter:199400, Sample:4332800, GPixel:2.71e-03, dT:0.0030, rT:0.4471 +24-08-12 07:00:34.036 : ../models/spf_lut_sam1x5 | Iter:199500, Sample:4336000, GPixel:2.71e-03, dT:0.0032, rT:0.4485 +24-08-12 07:01:26.446 : ../models/spf_lut_sam1x5 | Iter:199600, Sample:4339200, GPixel:2.74e-03, dT:0.0030, rT:0.4489 +24-08-12 07:02:18.895 : ../models/spf_lut_sam1x5 | Iter:199700, Sample:4342400, GPixel:2.60e-03, dT:0.0033, rT:0.4493 +24-08-12 07:03:11.355 : ../models/spf_lut_sam1x5 | Iter:199800, Sample:4345600, GPixel:2.73e-03, dT:0.0033, rT:0.4495 +24-08-12 07:04:06.008 : ../models/spf_lut_sam1x5 | Iter:199900, Sample:4348800, GPixel:2.81e-03, dT:0.0058, rT:0.4672 +24-08-12 07:04:58.439 : ../models/spf_lut_sam1x5 | Iter:200000, Sample:4352000, GPixel:2.67e-03, dT:0.0031, rT:0.4482 +24-08-12 07:04:58.479 : Checkpoint saved 200000 +24-08-12 07:04:59.056 : Iter 200000 | Dataset Set5 | AVG Val PSNR: 31.081699 +24-08-12 07:05:01.618 : Iter 200000 | Dataset Set14 | AVG Val PSNR: 27.921512 +24-08-12 07:05:01.620 : Complete +24-08-12 09:18:30.954 : None +24-08-12 09:19:38.372 : ../models/spf_lut_sam1x5 | Iter:200100, Sample: 3200, GPixel:2.82e-03, dT:0.0089, rT:0.4607 +24-08-12 09:20:32.329 : ../models/spf_lut_sam1x5 | Iter:200200, Sample: 6400, GPixel:2.83e-03, dT:0.0049, rT:0.4613 +24-08-12 09:21:24.712 : ../models/spf_lut_sam1x5 | Iter:200300, Sample: 9600, GPixel:2.66e-03, dT:0.0031, rT:0.4474 +24-08-12 09:22:17.088 : ../models/spf_lut_sam1x5 | Iter:200400, Sample: 12800, GPixel:2.72e-03, dT:0.0028, rT:0.4481 +24-08-12 09:23:09.466 : ../models/spf_lut_sam1x5 | Iter:200500, Sample: 16000, GPixel:2.66e-03, dT:0.0028, rT:0.4478 +24-08-12 09:24:01.848 : ../models/spf_lut_sam1x5 | Iter:200600, Sample: 19200, GPixel:2.72e-03, dT:0.0028, rT:0.4482 +24-08-12 09:24:54.223 : ../models/spf_lut_sam1x5 | Iter:200700, Sample: 22400, GPixel:2.61e-03, dT:0.0028, rT:0.4491 +24-08-12 09:25:46.604 : ../models/spf_lut_sam1x5 | Iter:200800, Sample: 25600, GPixel:2.63e-03, dT:0.0028, rT:0.4476 +24-08-12 09:26:39.003 : ../models/spf_lut_sam1x5 | Iter:200900, Sample: 28800, GPixel:2.80e-03, dT:0.0029, rT:0.4479 +24-08-12 09:27:31.383 : ../models/spf_lut_sam1x5 | Iter:201000, Sample: 32000, GPixel:2.66e-03, dT:0.0028, rT:0.4485 +24-08-12 09:28:25.386 : ../models/spf_lut_sam1x5 | Iter:201100, Sample: 35200, GPixel:2.63e-03, dT:0.0060, rT:0.4601 +24-08-12 09:29:17.796 : ../models/spf_lut_sam1x5 | Iter:201200, Sample: 38400, GPixel:2.73e-03, dT:0.0031, rT:0.4487 +24-08-12 09:30:10.205 : ../models/spf_lut_sam1x5 | Iter:201300, Sample: 41600, GPixel:2.75e-03, dT:0.0030, rT:0.4481 +24-08-12 09:31:02.594 : ../models/spf_lut_sam1x5 | Iter:201400, Sample: 44800, GPixel:2.63e-03, dT:0.0029, rT:0.4478 +24-08-12 09:31:54.982 : ../models/spf_lut_sam1x5 | Iter:201500, Sample: 48000, GPixel:2.73e-03, dT:0.0029, rT:0.4476 +24-08-12 09:32:47.425 : ../models/spf_lut_sam1x5 | Iter:201600, Sample: 51200, GPixel:2.64e-03, dT:0.0034, rT:0.4481 +24-08-12 09:33:39.822 : ../models/spf_lut_sam1x5 | Iter:201700, Sample: 54400, GPixel:2.68e-03, dT:0.0030, rT:0.4479 +24-08-12 09:34:32.224 : ../models/spf_lut_sam1x5 | Iter:201800, Sample: 57600, GPixel:2.60e-03, dT:0.0030, rT:0.4467 +24-08-12 09:35:25.186 : ../models/spf_lut_sam1x5 | Iter:201900, Sample: 60800, GPixel:2.73e-03, dT:0.0042, rT:0.4514 +24-08-12 09:36:19.004 : ../models/spf_lut_sam1x5 | Iter:202000, Sample: 64000, GPixel:2.61e-03, dT:0.0059, rT:0.4590 +24-08-12 09:36:19.044 : Checkpoint saved 202000 +24-08-12 09:36:20.724 : Iter 202000 | Dataset Set5 | AVG Val PSNR: 31.042535 +24-08-12 09:36:25.081 : Iter 202000 | Dataset Set14 | AVG Val PSNR: 27.895556 +24-08-12 09:37:17.628 : ../models/spf_lut_sam1x5 | Iter:202100, Sample: 67200, GPixel:2.65e-03, dT:0.0030, rT:0.4494 +24-08-12 09:38:10.019 : ../models/spf_lut_sam1x5 | Iter:202200, Sample: 70400, GPixel:2.73e-03, dT:0.0029, rT:0.4494 +24-08-12 09:39:02.410 : ../models/spf_lut_sam1x5 | Iter:202300, Sample: 73600, GPixel:2.69e-03, dT:0.0029, rT:0.4484 +24-08-12 09:39:54.801 : ../models/spf_lut_sam1x5 | Iter:202400, Sample: 76800, GPixel:2.69e-03, dT:0.0029, rT:0.4480 +24-08-12 09:40:47.196 : ../models/spf_lut_sam1x5 | Iter:202500, Sample: 80000, GPixel:2.83e-03, dT:0.0029, rT:0.4479 +24-08-12 09:41:39.591 : ../models/spf_lut_sam1x5 | Iter:202600, Sample: 83200, GPixel:2.71e-03, dT:0.0029, rT:0.4484 +24-08-12 09:42:32.022 : ../models/spf_lut_sam1x5 | Iter:202700, Sample: 86400, GPixel:2.68e-03, dT:0.0031, rT:0.4500 +24-08-12 09:43:26.087 : ../models/spf_lut_sam1x5 | Iter:202800, Sample: 89600, GPixel:2.57e-03, dT:0.0057, rT:0.4600 +24-08-12 09:44:18.510 : ../models/spf_lut_sam1x5 | Iter:202900, Sample: 92800, GPixel:2.78e-03, dT:0.0031, rT:0.4478 +24-08-12 09:45:10.913 : ../models/spf_lut_sam1x5 | Iter:203000, Sample: 96000, GPixel:2.75e-03, dT:0.0030, rT:0.4490 +24-08-12 09:46:03.314 : ../models/spf_lut_sam1x5 | Iter:203100, Sample: 99200, GPixel:2.77e-03, dT:0.0030, rT:0.4471 +24-08-12 09:46:55.704 : ../models/spf_lut_sam1x5 | Iter:203200, Sample:102400, GPixel:2.76e-03, dT:0.0029, rT:0.4480 +24-08-12 09:47:48.077 : ../models/spf_lut_sam1x5 | Iter:203300, Sample:105600, GPixel:2.66e-03, dT:0.0028, rT:0.4494 +24-08-12 09:48:40.458 : ../models/spf_lut_sam1x5 | Iter:203400, Sample:108800, GPixel:2.71e-03, dT:0.0029, rT:0.4482 +24-08-12 09:49:32.851 : ../models/spf_lut_sam1x5 | Iter:203500, Sample:112000, GPixel:2.73e-03, dT:0.0030, rT:0.4501 +24-08-12 09:50:25.237 : ../models/spf_lut_sam1x5 | Iter:203600, Sample:115200, GPixel:2.67e-03, dT:0.0029, rT:0.4489 +24-08-12 09:51:19.741 : ../models/spf_lut_sam1x5 | Iter:203700, Sample:118400, GPixel:2.53e-03, dT:0.0056, rT:0.4645 +24-08-12 09:52:12.121 : ../models/spf_lut_sam1x5 | Iter:203800, Sample:121600, GPixel:2.74e-03, dT:0.0028, rT:0.4478 +24-08-12 09:53:04.507 : ../models/spf_lut_sam1x5 | Iter:203900, Sample:124800, GPixel:2.72e-03, dT:0.0029, rT:0.4474 +24-08-12 09:53:56.925 : ../models/spf_lut_sam1x5 | Iter:204000, Sample:128000, GPixel:2.77e-03, dT:0.0031, rT:0.4483 +24-08-12 09:53:56.964 : Checkpoint saved 204000 +24-08-12 09:53:57.533 : Iter 204000 | Dataset Set5 | AVG Val PSNR: 31.034847 +24-08-12 09:54:00.089 : Iter 204000 | Dataset Set14 | AVG Val PSNR: 27.887635 +24-08-12 09:54:52.469 : ../models/spf_lut_sam1x5 | Iter:204100, Sample:131200, GPixel:2.67e-03, dT:0.0028, rT:0.4482 +24-08-12 09:55:44.861 : ../models/spf_lut_sam1x5 | Iter:204200, Sample:134400, GPixel:2.79e-03, dT:0.0029, rT:0.4481 +24-08-12 09:56:37.250 : ../models/spf_lut_sam1x5 | Iter:204300, Sample:137600, GPixel:2.71e-03, dT:0.0029, rT:0.4480 +24-08-12 09:57:29.631 : ../models/spf_lut_sam1x5 | Iter:204400, Sample:140800, GPixel:2.77e-03, dT:0.0029, rT:0.4483 +24-08-12 09:58:23.402 : ../models/spf_lut_sam1x5 | Iter:204500, Sample:144000, GPixel:2.76e-03, dT:0.0049, rT:0.4584 +24-08-12 09:59:16.433 : ../models/spf_lut_sam1x5 | Iter:204600, Sample:147200, GPixel:2.70e-03, dT:0.0041, rT:0.4529 +24-08-12 10:00:08.817 : ../models/spf_lut_sam1x5 | Iter:204700, Sample:150400, GPixel:2.71e-03, dT:0.0029, rT:0.4480 +24-08-12 10:01:01.206 : ../models/spf_lut_sam1x5 | Iter:204800, Sample:153600, GPixel:2.64e-03, dT:0.0029, rT:0.4471 +24-08-12 10:01:53.584 : ../models/spf_lut_sam1x5 | Iter:204900, Sample:156800, GPixel:2.69e-03, dT:0.0029, rT:0.4476 +24-08-12 10:02:45.959 : ../models/spf_lut_sam1x5 | Iter:205000, Sample:160000, GPixel:2.96e-03, dT:0.0028, rT:0.4472 +24-08-12 10:03:38.334 : ../models/spf_lut_sam1x5 | Iter:205100, Sample:163200, GPixel:2.73e-03, dT:0.0028, rT:0.4477 +24-08-12 10:04:30.712 : ../models/spf_lut_sam1x5 | Iter:205200, Sample:166400, GPixel:2.77e-03, dT:0.0029, rT:0.4477 +24-08-12 10:05:23.107 : ../models/spf_lut_sam1x5 | Iter:205300, Sample:169600, GPixel:2.73e-03, dT:0.0030, rT:0.4476 +24-08-12 10:06:17.434 : ../models/spf_lut_sam1x5 | Iter:205400, Sample:172800, GPixel:2.69e-03, dT:0.0056, rT:0.4634 +24-08-12 10:07:09.849 : ../models/spf_lut_sam1x5 | Iter:205500, Sample:176000, GPixel:2.67e-03, dT:0.0030, rT:0.4476 +24-08-12 10:08:02.234 : ../models/spf_lut_sam1x5 | Iter:205600, Sample:179200, GPixel:2.76e-03, dT:0.0029, rT:0.4471 +24-08-12 10:08:54.621 : ../models/spf_lut_sam1x5 | Iter:205700, Sample:182400, GPixel:2.74e-03, dT:0.0029, rT:0.4473 +24-08-12 10:09:47.006 : ../models/spf_lut_sam1x5 | Iter:205800, Sample:185600, GPixel:2.78e-03, dT:0.0029, rT:0.4471 +24-08-12 10:10:39.393 : ../models/spf_lut_sam1x5 | Iter:205900, Sample:188800, GPixel:2.67e-03, dT:0.0029, rT:0.4469 +24-08-12 10:11:31.776 : ../models/spf_lut_sam1x5 | Iter:206000, Sample:192000, GPixel:2.59e-03, dT:0.0029, rT:0.4479 +24-08-12 10:11:31.815 : Checkpoint saved 206000 +24-08-12 10:11:32.411 : Iter 206000 | Dataset Set5 | AVG Val PSNR: 31.001461 +24-08-12 10:11:34.985 : Iter 206000 | Dataset Set14 | AVG Val PSNR: 27.882532 +24-08-12 10:12:27.369 : ../models/spf_lut_sam1x5 | Iter:206100, Sample:195200, GPixel:2.72e-03, dT:0.0029, rT:0.4474 +24-08-12 10:13:20.476 : ../models/spf_lut_sam1x5 | Iter:206200, Sample:198400, GPixel:2.83e-03, dT:0.0034, rT:0.4537 +24-08-12 10:14:14.238 : ../models/spf_lut_sam1x5 | Iter:206300, Sample:201600, GPixel:2.76e-03, dT:0.0043, rT:0.4593 +24-08-12 10:15:06.630 : ../models/spf_lut_sam1x5 | Iter:206400, Sample:204800, GPixel:2.82e-03, dT:0.0028, rT:0.4478 +24-08-12 10:15:59.028 : ../models/spf_lut_sam1x5 | Iter:206500, Sample:208000, GPixel:2.75e-03, dT:0.0030, rT:0.4483 +24-08-12 10:16:51.445 : ../models/spf_lut_sam1x5 | Iter:206600, Sample:211200, GPixel:2.71e-03, dT:0.0031, rT:0.4479 +24-08-12 10:17:43.814 : ../models/spf_lut_sam1x5 | Iter:206700, Sample:214400, GPixel:2.78e-03, dT:0.0027, rT:0.4470 +24-08-12 10:18:36.180 : ../models/spf_lut_sam1x5 | Iter:206800, Sample:217600, GPixel:2.71e-03, dT:0.0027, rT:0.4472 +24-08-12 10:19:28.575 : ../models/spf_lut_sam1x5 | Iter:206900, Sample:220800, GPixel:2.74e-03, dT:0.0029, rT:0.4480 +24-08-12 10:20:20.996 : ../models/spf_lut_sam1x5 | Iter:207000, Sample:224000, GPixel:2.65e-03, dT:0.0031, rT:0.4473 +24-08-12 10:21:15.403 : ../models/spf_lut_sam1x5 | Iter:207100, Sample:227200, GPixel:2.80e-03, dT:0.0060, rT:0.4633 +24-08-12 10:22:07.899 : ../models/spf_lut_sam1x5 | Iter:207200, Sample:230400, GPixel:2.70e-03, dT:0.0034, rT:0.4475 +24-08-12 10:23:00.283 : ../models/spf_lut_sam1x5 | Iter:207300, Sample:233600, GPixel:2.63e-03, dT:0.0029, rT:0.4473 +24-08-12 10:23:52.675 : ../models/spf_lut_sam1x5 | Iter:207400, Sample:236800, GPixel:2.67e-03, dT:0.0030, rT:0.4480 +24-08-12 10:24:45.054 : ../models/spf_lut_sam1x5 | Iter:207500, Sample:240000, GPixel:2.73e-03, dT:0.0029, rT:0.4480 +24-08-12 10:25:37.430 : ../models/spf_lut_sam1x5 | Iter:207600, Sample:243200, GPixel:2.58e-03, dT:0.0028, rT:0.4472 +24-08-12 10:26:29.840 : ../models/spf_lut_sam1x5 | Iter:207700, Sample:246400, GPixel:2.78e-03, dT:0.0031, rT:0.4477 +24-08-12 10:27:22.228 : ../models/spf_lut_sam1x5 | Iter:207800, Sample:249600, GPixel:2.72e-03, dT:0.0028, rT:0.4478 +24-08-12 10:28:14.625 : ../models/spf_lut_sam1x5 | Iter:207900, Sample:252800, GPixel:2.76e-03, dT:0.0030, rT:0.4472 +24-08-12 10:29:09.146 : ../models/spf_lut_sam1x5 | Iter:208000, Sample:256000, GPixel:2.74e-03, dT:0.0065, rT:0.4640 +24-08-12 10:29:09.185 : Checkpoint saved 208000 +24-08-12 10:29:09.757 : Iter 208000 | Dataset Set5 | AVG Val PSNR: 31.014657 +24-08-12 10:29:12.306 : Iter 208000 | Dataset Set14 | AVG Val PSNR: 27.883105 +24-08-12 10:30:04.721 : ../models/spf_lut_sam1x5 | Iter:208100, Sample:259200, GPixel:2.77e-03, dT:0.0031, rT:0.4482 +24-08-12 10:30:57.095 : ../models/spf_lut_sam1x5 | Iter:208200, Sample:262400, GPixel:2.67e-03, dT:0.0028, rT:0.4472 +24-08-12 10:31:49.466 : ../models/spf_lut_sam1x5 | Iter:208300, Sample:265600, GPixel:2.74e-03, dT:0.0028, rT:0.4472 +24-08-12 10:32:41.857 : ../models/spf_lut_sam1x5 | Iter:208400, Sample:268800, GPixel:2.71e-03, dT:0.0029, rT:0.4477 +24-08-12 10:33:34.259 : ../models/spf_lut_sam1x5 | Iter:208500, Sample:272000, GPixel:2.74e-03, dT:0.0029, rT:0.4481 +24-08-12 10:34:26.664 : ../models/spf_lut_sam1x5 | Iter:208600, Sample:275200, GPixel:2.71e-03, dT:0.0030, rT:0.4471 +24-08-12 10:35:19.058 : ../models/spf_lut_sam1x5 | Iter:208700, Sample:278400, GPixel:2.67e-03, dT:0.0029, rT:0.4476 +24-08-12 10:36:12.420 : ../models/spf_lut_sam1x5 | Iter:208800, Sample:281600, GPixel:2.66e-03, dT:0.0048, rT:0.4550 +24-08-12 10:37:05.957 : ../models/spf_lut_sam1x5 | Iter:208900, Sample:284800, GPixel:2.68e-03, dT:0.0045, rT:0.4570 +24-08-12 10:37:58.359 : ../models/spf_lut_sam1x5 | Iter:209000, Sample:288000, GPixel:2.61e-03, dT:0.0030, rT:0.4487 +24-08-12 10:38:50.759 : ../models/spf_lut_sam1x5 | Iter:209100, Sample:291200, GPixel:2.70e-03, dT:0.0030, rT:0.4486 +24-08-12 10:39:43.156 : ../models/spf_lut_sam1x5 | Iter:209200, Sample:294400, GPixel:2.87e-03, dT:0.0030, rT:0.4481 +24-08-12 10:40:35.551 : ../models/spf_lut_sam1x5 | Iter:209300, Sample:297600, GPixel:2.61e-03, dT:0.0030, rT:0.4474 +24-08-12 10:41:27.940 : ../models/spf_lut_sam1x5 | Iter:209400, Sample:300800, GPixel:2.70e-03, dT:0.0029, rT:0.4472 +24-08-12 10:42:20.329 : ../models/spf_lut_sam1x5 | Iter:209500, Sample:304000, GPixel:2.56e-03, dT:0.0029, rT:0.4479 +24-08-12 10:43:12.730 : ../models/spf_lut_sam1x5 | Iter:209600, Sample:307200, GPixel:2.76e-03, dT:0.0030, rT:0.4477 +24-08-12 10:44:07.222 : ../models/spf_lut_sam1x5 | Iter:209700, Sample:310400, GPixel:2.78e-03, dT:0.0061, rT:0.4655 +24-08-12 10:44:59.700 : ../models/spf_lut_sam1x5 | Iter:209800, Sample:313600, GPixel:2.77e-03, dT:0.0031, rT:0.4483 +24-08-12 10:45:52.093 : ../models/spf_lut_sam1x5 | Iter:209900, Sample:316800, GPixel:2.59e-03, dT:0.0030, rT:0.4486 +24-08-12 10:46:44.481 : ../models/spf_lut_sam1x5 | Iter:210000, Sample:320000, GPixel:2.66e-03, dT:0.0030, rT:0.4479 +24-08-12 10:46:44.520 : Checkpoint saved 210000 +24-08-12 10:46:45.090 : Iter 210000 | Dataset Set5 | AVG Val PSNR: 30.994899 +24-08-12 10:46:47.654 : Iter 210000 | Dataset Set14 | AVG Val PSNR: 27.865994 +24-08-12 10:47:40.082 : ../models/spf_lut_sam1x5 | Iter:210100, Sample:323200, GPixel:2.60e-03, dT:0.0033, rT:0.4486 +24-08-12 10:48:32.461 : ../models/spf_lut_sam1x5 | Iter:210200, Sample:326400, GPixel:2.69e-03, dT:0.0029, rT:0.4475 +24-08-12 10:49:24.845 : ../models/spf_lut_sam1x5 | Iter:210300, Sample:329600, GPixel:2.74e-03, dT:0.0029, rT:0.4471 +24-08-12 10:50:17.225 : ../models/spf_lut_sam1x5 | Iter:210400, Sample:332800, GPixel:2.84e-03, dT:0.0029, rT:0.4470 +24-08-12 10:51:09.622 : ../models/spf_lut_sam1x5 | Iter:210500, Sample:336000, GPixel:2.85e-03, dT:0.0030, rT:0.4468 +24-08-12 10:52:04.801 : ../models/spf_lut_sam1x5 | Iter:210600, Sample:339200, GPixel:2.66e-03, dT:0.0065, rT:0.4702 +24-08-12 10:52:57.197 : ../models/spf_lut_sam1x5 | Iter:210700, Sample:342400, GPixel:2.74e-03, dT:0.0029, rT:0.4479 +24-08-12 10:53:49.574 : ../models/spf_lut_sam1x5 | Iter:210800, Sample:345600, GPixel:2.60e-03, dT:0.0028, rT:0.4473 +24-08-12 10:54:41.977 : ../models/spf_lut_sam1x5 | Iter:210900, Sample:348800, GPixel:2.72e-03, dT:0.0030, rT:0.4484 +24-08-12 10:55:34.388 : ../models/spf_lut_sam1x5 | Iter:211000, Sample:352000, GPixel:2.76e-03, dT:0.0031, rT:0.4482 +24-08-12 10:56:26.783 : ../models/spf_lut_sam1x5 | Iter:211100, Sample:355200, GPixel:2.55e-03, dT:0.0030, rT:0.4475 +24-08-12 10:57:19.174 : ../models/spf_lut_sam1x5 | Iter:211200, Sample:358400, GPixel:2.70e-03, dT:0.0030, rT:0.4479 +24-08-12 10:58:11.560 : ../models/spf_lut_sam1x5 | Iter:211300, Sample:361600, GPixel:2.85e-03, dT:0.0029, rT:0.4475 +24-08-12 10:59:04.891 : ../models/spf_lut_sam1x5 | Iter:211400, Sample:364800, GPixel:2.77e-03, dT:0.0046, rT:0.4543 +24-08-12 10:59:58.214 : ../models/spf_lut_sam1x5 | Iter:211500, Sample:368000, GPixel:2.73e-03, dT:0.0037, rT:0.4548 +24-08-12 11:00:50.609 : ../models/spf_lut_sam1x5 | Iter:211600, Sample:371200, GPixel:2.84e-03, dT:0.0030, rT:0.4475 +24-08-12 11:01:43.005 : ../models/spf_lut_sam1x5 | Iter:211700, Sample:374400, GPixel:2.64e-03, dT:0.0030, rT:0.4478 +24-08-12 11:02:35.420 : ../models/spf_lut_sam1x5 | Iter:211800, Sample:377600, GPixel:2.78e-03, dT:0.0030, rT:0.4478 +24-08-12 11:03:27.811 : ../models/spf_lut_sam1x5 | Iter:211900, Sample:380800, GPixel:2.71e-03, dT:0.0030, rT:0.4471 +24-08-12 11:04:20.193 : ../models/spf_lut_sam1x5 | Iter:212000, Sample:384000, GPixel:2.65e-03, dT:0.0029, rT:0.4470 +24-08-12 11:04:20.232 : Checkpoint saved 212000 +24-08-12 11:04:20.802 : Iter 212000 | Dataset Set5 | AVG Val PSNR: 31.055897 +24-08-12 11:04:23.349 : Iter 212000 | Dataset Set14 | AVG Val PSNR: 27.889554 +24-08-12 11:05:15.733 : ../models/spf_lut_sam1x5 | Iter:212100, Sample:387200, GPixel:2.65e-03, dT:0.0029, rT:0.4481 +24-08-12 11:06:08.127 : ../models/spf_lut_sam1x5 | Iter:212200, Sample:390400, GPixel:2.74e-03, dT:0.0029, rT:0.4475 +24-08-12 11:07:02.520 : ../models/spf_lut_sam1x5 | Iter:212300, Sample:393600, GPixel:2.65e-03, dT:0.0062, rT:0.4630 +24-08-12 11:07:54.908 : ../models/spf_lut_sam1x5 | Iter:212400, Sample:396800, GPixel:2.70e-03, dT:0.0029, rT:0.4479 +24-08-12 11:08:47.278 : ../models/spf_lut_sam1x5 | Iter:212500, Sample:400000, GPixel:2.66e-03, dT:0.0028, rT:0.4474 +24-08-12 11:09:39.652 : ../models/spf_lut_sam1x5 | Iter:212600, Sample:403200, GPixel:2.74e-03, dT:0.0028, rT:0.4474 +24-08-12 11:10:32.052 : ../models/spf_lut_sam1x5 | Iter:212700, Sample:406400, GPixel:2.76e-03, dT:0.0029, rT:0.4478 +24-08-12 11:11:24.460 : ../models/spf_lut_sam1x5 | Iter:212800, Sample:409600, GPixel:2.76e-03, dT:0.0031, rT:0.4475 +24-08-12 11:12:16.847 : ../models/spf_lut_sam1x5 | Iter:212900, Sample:412800, GPixel:2.76e-03, dT:0.0030, rT:0.4476 +24-08-12 11:13:09.223 : ../models/spf_lut_sam1x5 | Iter:213000, Sample:416000, GPixel:2.56e-03, dT:0.0028, rT:0.4468 +24-08-12 11:14:01.832 : ../models/spf_lut_sam1x5 | Iter:213100, Sample:419200, GPixel:2.81e-03, dT:0.0033, rT:0.4485 +24-08-12 11:14:55.960 : ../models/spf_lut_sam1x5 | Iter:213200, Sample:422400, GPixel:2.63e-03, dT:0.0069, rT:0.4602 +24-08-12 11:15:48.368 : ../models/spf_lut_sam1x5 | Iter:213300, Sample:425600, GPixel:2.79e-03, dT:0.0030, rT:0.4481 +24-08-12 11:16:40.786 : ../models/spf_lut_sam1x5 | Iter:213400, Sample:428800, GPixel:2.65e-03, dT:0.0032, rT:0.4474 +24-08-12 11:17:33.172 : ../models/spf_lut_sam1x5 | Iter:213500, Sample:432000, GPixel:2.59e-03, dT:0.0029, rT:0.4474 +24-08-12 11:18:25.549 : ../models/spf_lut_sam1x5 | Iter:213600, Sample:435200, GPixel:2.64e-03, dT:0.0028, rT:0.4475 +24-08-12 11:19:17.938 : ../models/spf_lut_sam1x5 | Iter:213700, Sample:438400, GPixel:2.74e-03, dT:0.0029, rT:0.4474 +24-08-12 11:20:10.340 : ../models/spf_lut_sam1x5 | Iter:213800, Sample:441600, GPixel:2.73e-03, dT:0.0030, rT:0.4492 +24-08-12 11:21:02.721 : ../models/spf_lut_sam1x5 | Iter:213900, Sample:444800, GPixel:2.74e-03, dT:0.0029, rT:0.4469 +24-08-12 11:21:56.469 : ../models/spf_lut_sam1x5 | Iter:214000, Sample:448000, GPixel:2.61e-03, dT:0.0047, rT:0.4587 +24-08-12 11:21:56.605 : Checkpoint saved 214000 +24-08-12 11:21:57.620 : Iter 214000 | Dataset Set5 | AVG Val PSNR: 31.027044 +24-08-12 11:22:01.881 : Iter 214000 | Dataset Set14 | AVG Val PSNR: 27.889137 +24-08-12 11:22:54.492 : ../models/spf_lut_sam1x5 | Iter:214100, Sample:451200, GPixel:2.67e-03, dT:0.0036, rT:0.4490 +24-08-12 11:23:46.873 : ../models/spf_lut_sam1x5 | Iter:214200, Sample:454400, GPixel:2.80e-03, dT:0.0029, rT:0.4479 +24-08-12 11:24:39.260 : ../models/spf_lut_sam1x5 | Iter:214300, Sample:457600, GPixel:2.76e-03, dT:0.0029, rT:0.4470 +24-08-12 11:25:31.633 : ../models/spf_lut_sam1x5 | Iter:214400, Sample:460800, GPixel:2.72e-03, dT:0.0028, rT:0.4473 +24-08-12 11:26:24.004 : ../models/spf_lut_sam1x5 | Iter:214500, Sample:464000, GPixel:2.68e-03, dT:0.0028, rT:0.4474 +24-08-12 11:27:16.377 : ../models/spf_lut_sam1x5 | Iter:214600, Sample:467200, GPixel:2.72e-03, dT:0.0028, rT:0.4469 +24-08-12 11:28:08.787 : ../models/spf_lut_sam1x5 | Iter:214700, Sample:470400, GPixel:2.67e-03, dT:0.0031, rT:0.4476 +24-08-12 11:29:01.172 : ../models/spf_lut_sam1x5 | Iter:214800, Sample:473600, GPixel:2.70e-03, dT:0.0029, rT:0.4483 +24-08-12 11:29:55.327 : ../models/spf_lut_sam1x5 | Iter:214900, Sample:476800, GPixel:2.80e-03, dT:0.0058, rT:0.4625 +24-08-12 11:30:47.707 : ../models/spf_lut_sam1x5 | Iter:215000, Sample:480000, GPixel:2.76e-03, dT:0.0029, rT:0.4468 +24-08-12 11:31:40.079 : ../models/spf_lut_sam1x5 | Iter:215100, Sample:483200, GPixel:2.66e-03, dT:0.0028, rT:0.4474 +24-08-12 11:32:32.452 : ../models/spf_lut_sam1x5 | Iter:215200, Sample:486400, GPixel:2.67e-03, dT:0.0028, rT:0.4471 +24-08-12 11:33:24.841 : ../models/spf_lut_sam1x5 | Iter:215300, Sample:489600, GPixel:2.72e-03, dT:0.0029, rT:0.4481 +24-08-12 11:34:17.225 : ../models/spf_lut_sam1x5 | Iter:215400, Sample:492800, GPixel:2.75e-03, dT:0.0029, rT:0.4474 +24-08-12 11:35:09.623 : ../models/spf_lut_sam1x5 | Iter:215500, Sample:496000, GPixel:2.67e-03, dT:0.0029, rT:0.4478 +24-08-12 11:36:02.006 : ../models/spf_lut_sam1x5 | Iter:215600, Sample:499200, GPixel:2.78e-03, dT:0.0029, rT:0.4481 +24-08-12 11:36:55.052 : ../models/spf_lut_sam1x5 | Iter:215700, Sample:502400, GPixel:2.66e-03, dT:0.0042, rT:0.4525 +24-08-12 11:37:48.841 : ../models/spf_lut_sam1x5 | Iter:215800, Sample:505600, GPixel:2.81e-03, dT:0.0046, rT:0.4593 +24-08-12 11:38:41.220 : ../models/spf_lut_sam1x5 | Iter:215900, Sample:508800, GPixel:2.63e-03, dT:0.0029, rT:0.4480 +24-08-12 11:39:33.609 : ../models/spf_lut_sam1x5 | Iter:216000, Sample:512000, GPixel:2.63e-03, dT:0.0030, rT:0.4482 +24-08-12 11:39:33.647 : Checkpoint saved 216000 +24-08-12 11:39:34.220 : Iter 216000 | Dataset Set5 | AVG Val PSNR: 31.025291 +24-08-12 11:39:36.772 : Iter 216000 | Dataset Set14 | AVG Val PSNR: 27.890442 +24-08-12 11:40:29.166 : ../models/spf_lut_sam1x5 | Iter:216100, Sample:515200, GPixel:2.71e-03, dT:0.0030, rT:0.4489 +24-08-12 11:41:21.556 : ../models/spf_lut_sam1x5 | Iter:216200, Sample:518400, GPixel:2.74e-03, dT:0.0029, rT:0.4488 +24-08-12 11:42:13.960 : ../models/spf_lut_sam1x5 | Iter:216300, Sample:521600, GPixel:2.72e-03, dT:0.0030, rT:0.4482 +24-08-12 11:43:06.347 : ../models/spf_lut_sam1x5 | Iter:216400, Sample:524800, GPixel:2.78e-03, dT:0.0029, rT:0.4489 +24-08-12 11:43:58.747 : ../models/spf_lut_sam1x5 | Iter:216500, Sample:528000, GPixel:2.81e-03, dT:0.0031, rT:0.4476 +24-08-12 11:44:53.092 : ../models/spf_lut_sam1x5 | Iter:216600, Sample:531200, GPixel:2.63e-03, dT:0.0057, rT:0.4643 +24-08-12 11:45:45.509 : ../models/spf_lut_sam1x5 | Iter:216700, Sample:534400, GPixel:2.67e-03, dT:0.0031, rT:0.4474 +24-08-12 11:46:37.916 : ../models/spf_lut_sam1x5 | Iter:216800, Sample:537600, GPixel:2.81e-03, dT:0.0031, rT:0.4481 +24-08-12 11:47:30.303 : ../models/spf_lut_sam1x5 | Iter:216900, Sample:540800, GPixel:2.75e-03, dT:0.0029, rT:0.4476 +24-08-12 11:48:22.687 : ../models/spf_lut_sam1x5 | Iter:217000, Sample:544000, GPixel:2.65e-03, dT:0.0029, rT:0.4470 +24-08-12 11:49:15.083 : ../models/spf_lut_sam1x5 | Iter:217100, Sample:547200, GPixel:2.83e-03, dT:0.0030, rT:0.4471 +24-08-12 11:50:07.486 : ../models/spf_lut_sam1x5 | Iter:217200, Sample:550400, GPixel:2.78e-03, dT:0.0030, rT:0.4482 +24-08-12 11:50:59.878 : ../models/spf_lut_sam1x5 | Iter:217300, Sample:553600, GPixel:2.74e-03, dT:0.0029, rT:0.4471 +24-08-12 11:51:52.257 : ../models/spf_lut_sam1x5 | Iter:217400, Sample:556800, GPixel:2.78e-03, dT:0.0029, rT:0.4477 +24-08-12 11:52:46.603 : ../models/spf_lut_sam1x5 | Iter:217500, Sample:560000, GPixel:2.60e-03, dT:0.0054, rT:0.4655 +24-08-12 11:53:38.988 : ../models/spf_lut_sam1x5 | Iter:217600, Sample:563200, GPixel:2.63e-03, dT:0.0029, rT:0.4471 +24-08-12 11:54:31.380 : ../models/spf_lut_sam1x5 | Iter:217700, Sample:566400, GPixel:2.50e-03, dT:0.0030, rT:0.4467 +24-08-12 11:55:23.761 : ../models/spf_lut_sam1x5 | Iter:217800, Sample:569600, GPixel:2.70e-03, dT:0.0029, rT:0.4470 +24-08-12 11:56:16.152 : ../models/spf_lut_sam1x5 | Iter:217900, Sample:572800, GPixel:2.80e-03, dT:0.0030, rT:0.4478 +24-08-12 11:57:08.535 : ../models/spf_lut_sam1x5 | Iter:218000, Sample:576000, GPixel:2.61e-03, dT:0.0029, rT:0.4473 +24-08-12 11:57:08.574 : Checkpoint saved 218000 +24-08-12 11:57:09.122 : Iter 218000 | Dataset Set5 | AVG Val PSNR: 30.960821 +24-08-12 11:57:11.689 : Iter 218000 | Dataset Set14 | AVG Val PSNR: 27.848639 +24-08-12 11:58:04.075 : ../models/spf_lut_sam1x5 | Iter:218100, Sample:579200, GPixel:2.80e-03, dT:0.0029, rT:0.4474 +24-08-12 11:58:56.465 : ../models/spf_lut_sam1x5 | Iter:218200, Sample:582400, GPixel:2.80e-03, dT:0.0030, rT:0.4473 +24-08-12 11:59:49.924 : ../models/spf_lut_sam1x5 | Iter:218300, Sample:585600, GPixel:2.77e-03, dT:0.0046, rT:0.4556 +24-08-12 12:00:43.189 : ../models/spf_lut_sam1x5 | Iter:218400, Sample:588800, GPixel:2.71e-03, dT:0.0045, rT:0.4533 +24-08-12 12:01:35.562 : ../models/spf_lut_sam1x5 | Iter:218500, Sample:592000, GPixel:2.64e-03, dT:0.0028, rT:0.4474 +24-08-12 12:02:27.937 : ../models/spf_lut_sam1x5 | Iter:218600, Sample:595200, GPixel:2.59e-03, dT:0.0028, rT:0.4471 +24-08-12 12:03:20.310 : ../models/spf_lut_sam1x5 | Iter:218700, Sample:598400, GPixel:2.68e-03, dT:0.0028, rT:0.4473 +24-08-12 12:04:12.693 : ../models/spf_lut_sam1x5 | Iter:218800, Sample:601600, GPixel:2.73e-03, dT:0.0029, rT:0.4472 +24-08-12 12:05:05.071 : ../models/spf_lut_sam1x5 | Iter:218900, Sample:604800, GPixel:2.68e-03, dT:0.0028, rT:0.4485 +24-08-12 12:05:57.448 : ../models/spf_lut_sam1x5 | Iter:219000, Sample:608000, GPixel:2.76e-03, dT:0.0028, rT:0.4478 +24-08-12 12:06:49.824 : ../models/spf_lut_sam1x5 | Iter:219100, Sample:611200, GPixel:2.85e-03, dT:0.0029, rT:0.4470 +24-08-12 12:07:44.455 : ../models/spf_lut_sam1x5 | Iter:219200, Sample:614400, GPixel:2.71e-03, dT:0.0060, rT:0.4667 +24-08-12 12:08:36.845 : ../models/spf_lut_sam1x5 | Iter:219300, Sample:617600, GPixel:2.76e-03, dT:0.0029, rT:0.4473 +24-08-12 12:09:29.256 : ../models/spf_lut_sam1x5 | Iter:219400, Sample:620800, GPixel:2.76e-03, dT:0.0030, rT:0.4491 +24-08-12 12:10:21.645 : ../models/spf_lut_sam1x5 | Iter:219500, Sample:624000, GPixel:2.64e-03, dT:0.0029, rT:0.4479 +24-08-12 12:11:14.034 : ../models/spf_lut_sam1x5 | Iter:219600, Sample:627200, GPixel:2.65e-03, dT:0.0029, rT:0.4472 +24-08-12 12:12:06.431 : ../models/spf_lut_sam1x5 | Iter:219700, Sample:630400, GPixel:2.69e-03, dT:0.0030, rT:0.4473 +24-08-12 12:12:58.820 : ../models/spf_lut_sam1x5 | Iter:219800, Sample:633600, GPixel:2.54e-03, dT:0.0029, rT:0.4470 +24-08-12 12:13:51.187 : ../models/spf_lut_sam1x5 | Iter:219900, Sample:636800, GPixel:2.74e-03, dT:0.0027, rT:0.4469 +24-08-12 12:14:43.710 : ../models/spf_lut_sam1x5 | Iter:220000, Sample:640000, GPixel:2.70e-03, dT:0.0029, rT:0.4480 +24-08-12 12:14:43.845 : Checkpoint saved 220000 +24-08-12 12:14:45.120 : Iter 220000 | Dataset Set5 | AVG Val PSNR: 31.081910 +24-08-12 12:14:49.824 : Iter 220000 | Dataset Set14 | AVG Val PSNR: 27.883349 +24-08-12 12:15:43.770 : ../models/spf_lut_sam1x5 | Iter:220100, Sample:643200, GPixel:2.62e-03, dT:0.0060, rT:0.4595 +24-08-12 12:16:36.176 : ../models/spf_lut_sam1x5 | Iter:220200, Sample:646400, GPixel:2.68e-03, dT:0.0031, rT:0.4484 +24-08-12 12:17:28.573 : ../models/spf_lut_sam1x5 | Iter:220300, Sample:649600, GPixel:2.66e-03, dT:0.0030, rT:0.4474 +24-08-12 12:18:20.966 : ../models/spf_lut_sam1x5 | Iter:220400, Sample:652800, GPixel:2.75e-03, dT:0.0029, rT:0.4492 +24-08-12 12:19:13.370 : ../models/spf_lut_sam1x5 | Iter:220500, Sample:656000, GPixel:2.50e-03, dT:0.0030, rT:0.4480 +24-08-12 12:20:05.758 : ../models/spf_lut_sam1x5 | Iter:220600, Sample:659200, GPixel:2.74e-03, dT:0.0029, rT:0.4477 +24-08-12 12:20:58.150 : ../models/spf_lut_sam1x5 | Iter:220700, Sample:662400, GPixel:2.73e-03, dT:0.0029, rT:0.4475 +24-08-12 12:21:50.539 : ../models/spf_lut_sam1x5 | Iter:220800, Sample:665600, GPixel:2.68e-03, dT:0.0029, rT:0.4469 +24-08-12 12:22:44.508 : ../models/spf_lut_sam1x5 | Iter:220900, Sample:668800, GPixel:2.75e-03, dT:0.0055, rT:0.4600 +24-08-12 12:23:37.157 : ../models/spf_lut_sam1x5 | Iter:221000, Sample:672000, GPixel:2.60e-03, dT:0.0035, rT:0.4503 +24-08-12 12:24:29.539 : ../models/spf_lut_sam1x5 | Iter:221100, Sample:675200, GPixel:2.83e-03, dT:0.0029, rT:0.4486 +24-08-12 12:25:21.919 : ../models/spf_lut_sam1x5 | Iter:221200, Sample:678400, GPixel:2.78e-03, dT:0.0028, rT:0.4477 +24-08-12 12:26:14.301 : ../models/spf_lut_sam1x5 | Iter:221300, Sample:681600, GPixel:2.72e-03, dT:0.0029, rT:0.4482 +24-08-12 12:27:06.688 : ../models/spf_lut_sam1x5 | Iter:221400, Sample:684800, GPixel:2.85e-03, dT:0.0029, rT:0.4477 +24-08-12 12:27:59.069 : ../models/spf_lut_sam1x5 | Iter:221500, Sample:688000, GPixel:2.79e-03, dT:0.0029, rT:0.4470 +24-08-12 12:28:51.477 : ../models/spf_lut_sam1x5 | Iter:221600, Sample:691200, GPixel:2.63e-03, dT:0.0031, rT:0.4482 +24-08-12 12:29:43.862 : ../models/spf_lut_sam1x5 | Iter:221700, Sample:694400, GPixel:2.68e-03, dT:0.0029, rT:0.4474 +24-08-12 12:30:38.560 : ../models/spf_lut_sam1x5 | Iter:221800, Sample:697600, GPixel:2.88e-03, dT:0.0065, rT:0.4658 +24-08-12 12:31:30.997 : ../models/spf_lut_sam1x5 | Iter:221900, Sample:700800, GPixel:2.77e-03, dT:0.0032, rT:0.4501 +24-08-12 12:32:23.387 : ../models/spf_lut_sam1x5 | Iter:222000, Sample:704000, GPixel:2.69e-03, dT:0.0030, rT:0.4505 +24-08-12 12:32:23.426 : Checkpoint saved 222000 +24-08-12 12:32:24.011 : Iter 222000 | Dataset Set5 | AVG Val PSNR: 30.960901 +24-08-12 12:32:26.494 : Iter 222000 | Dataset Set14 | AVG Val PSNR: 27.829537 +24-08-12 12:33:18.862 : ../models/spf_lut_sam1x5 | Iter:222100, Sample:707200, GPixel:2.72e-03, dT:0.0028, rT:0.4479 +24-08-12 12:34:11.247 : ../models/spf_lut_sam1x5 | Iter:222200, Sample:710400, GPixel:2.70e-03, dT:0.0029, rT:0.4471 +24-08-12 12:35:03.641 : ../models/spf_lut_sam1x5 | Iter:222300, Sample:713600, GPixel:2.66e-03, dT:0.0030, rT:0.4481 +24-08-12 12:35:56.052 : ../models/spf_lut_sam1x5 | Iter:222400, Sample:716800, GPixel:2.63e-03, dT:0.0030, rT:0.4479 +24-08-12 12:36:48.454 : ../models/spf_lut_sam1x5 | Iter:222500, Sample:720000, GPixel:2.64e-03, dT:0.0029, rT:0.4480 +24-08-12 12:37:41.850 : ../models/spf_lut_sam1x5 | Iter:222600, Sample:723200, GPixel:2.55e-03, dT:0.0046, rT:0.4544 +24-08-12 12:38:35.721 : ../models/spf_lut_sam1x5 | Iter:222700, Sample:726400, GPixel:2.61e-03, dT:0.0048, rT:0.4600 +24-08-12 12:39:28.105 : ../models/spf_lut_sam1x5 | Iter:222800, Sample:729600, GPixel:2.75e-03, dT:0.0029, rT:0.4479 +24-08-12 12:40:20.496 : ../models/spf_lut_sam1x5 | Iter:222900, Sample:732800, GPixel:2.77e-03, dT:0.0030, rT:0.4489 +24-08-12 12:41:12.895 : ../models/spf_lut_sam1x5 | Iter:223000, Sample:736000, GPixel:2.64e-03, dT:0.0030, rT:0.4479 +24-08-12 12:42:05.281 : ../models/spf_lut_sam1x5 | Iter:223100, Sample:739200, GPixel:2.60e-03, dT:0.0029, rT:0.4481 +24-08-12 12:42:57.672 : ../models/spf_lut_sam1x5 | Iter:223200, Sample:742400, GPixel:2.62e-03, dT:0.0030, rT:0.4484 +24-08-12 12:43:50.056 : ../models/spf_lut_sam1x5 | Iter:223300, Sample:745600, GPixel:2.65e-03, dT:0.0029, rT:0.4480 +24-08-12 12:44:42.440 : ../models/spf_lut_sam1x5 | Iter:223400, Sample:748800, GPixel:2.65e-03, dT:0.0029, rT:0.4476 +24-08-12 12:45:36.654 : ../models/spf_lut_sam1x5 | Iter:223500, Sample:752000, GPixel:2.78e-03, dT:0.0049, rT:0.4633 +24-08-12 12:46:29.188 : ../models/spf_lut_sam1x5 | Iter:223600, Sample:755200, GPixel:2.65e-03, dT:0.0032, rT:0.4483 +24-08-12 12:47:21.575 : ../models/spf_lut_sam1x5 | Iter:223700, Sample:758400, GPixel:2.68e-03, dT:0.0029, rT:0.4467 +24-08-12 12:48:13.953 : ../models/spf_lut_sam1x5 | Iter:223800, Sample:761600, GPixel:2.75e-03, dT:0.0029, rT:0.4474 +24-08-12 12:49:06.324 : ../models/spf_lut_sam1x5 | Iter:223900, Sample:764800, GPixel:2.79e-03, dT:0.0028, rT:0.4469 +24-08-12 12:49:58.703 : ../models/spf_lut_sam1x5 | Iter:224000, Sample:768000, GPixel:2.75e-03, dT:0.0028, rT:0.4473 +24-08-12 12:49:58.742 : Checkpoint saved 224000 +24-08-12 12:49:59.328 : Iter 224000 | Dataset Set5 | AVG Val PSNR: 31.063490 +24-08-12 12:50:01.842 : Iter 224000 | Dataset Set14 | AVG Val PSNR: 27.899896 +24-08-12 12:50:54.235 : ../models/spf_lut_sam1x5 | Iter:224100, Sample:771200, GPixel:2.72e-03, dT:0.0030, rT:0.4474 +24-08-12 12:51:46.633 : ../models/spf_lut_sam1x5 | Iter:224200, Sample:774400, GPixel:2.73e-03, dT:0.0030, rT:0.4488 +24-08-12 12:52:39.013 : ../models/spf_lut_sam1x5 | Iter:224300, Sample:777600, GPixel:2.72e-03, dT:0.0029, rT:0.4475 +24-08-12 12:53:33.824 : ../models/spf_lut_sam1x5 | Iter:224400, Sample:780800, GPixel:2.60e-03, dT:0.0059, rT:0.4675 +24-08-12 12:54:26.206 : ../models/spf_lut_sam1x5 | Iter:224500, Sample:784000, GPixel:2.62e-03, dT:0.0029, rT:0.4471 +24-08-12 12:55:18.582 : ../models/spf_lut_sam1x5 | Iter:224600, Sample:787200, GPixel:2.79e-03, dT:0.0029, rT:0.4469 +24-08-12 12:56:10.973 : ../models/spf_lut_sam1x5 | Iter:224700, Sample:790400, GPixel:2.65e-03, dT:0.0030, rT:0.4481 +24-08-12 12:57:03.358 : ../models/spf_lut_sam1x5 | Iter:224800, Sample:793600, GPixel:2.68e-03, dT:0.0029, rT:0.4470 +24-08-12 12:57:55.726 : ../models/spf_lut_sam1x5 | Iter:224900, Sample:796800, GPixel:2.55e-03, dT:0.0028, rT:0.4469 +24-08-12 12:58:48.101 : ../models/spf_lut_sam1x5 | Iter:225000, Sample:800000, GPixel:2.60e-03, dT:0.0029, rT:0.4474 +24-08-12 12:59:40.482 : ../models/spf_lut_sam1x5 | Iter:225100, Sample:803200, GPixel:2.73e-03, dT:0.0029, rT:0.4471 +24-08-12 13:00:33.988 : ../models/spf_lut_sam1x5 | Iter:225200, Sample:806400, GPixel:2.55e-03, dT:0.0057, rT:0.4559 +24-08-12 13:01:27.149 : ../models/spf_lut_sam1x5 | Iter:225300, Sample:809600, GPixel:2.65e-03, dT:0.0038, rT:0.4538 +24-08-12 13:02:19.534 : ../models/spf_lut_sam1x5 | Iter:225400, Sample:812800, GPixel:2.64e-03, dT:0.0029, rT:0.4469 +24-08-12 13:03:11.929 : ../models/spf_lut_sam1x5 | Iter:225500, Sample:816000, GPixel:2.70e-03, dT:0.0030, rT:0.4473 +24-08-12 13:04:04.330 : ../models/spf_lut_sam1x5 | Iter:225600, Sample:819200, GPixel:2.73e-03, dT:0.0030, rT:0.4480 +24-08-12 13:04:56.721 : ../models/spf_lut_sam1x5 | Iter:225700, Sample:822400, GPixel:2.78e-03, dT:0.0030, rT:0.4481 +24-08-12 13:05:49.107 : ../models/spf_lut_sam1x5 | Iter:225800, Sample:825600, GPixel:2.79e-03, dT:0.0029, rT:0.4484 +24-08-12 13:06:41.501 : ../models/spf_lut_sam1x5 | Iter:225900, Sample:828800, GPixel:2.55e-03, dT:0.0030, rT:0.4484 +24-08-12 13:07:33.875 : ../models/spf_lut_sam1x5 | Iter:226000, Sample:832000, GPixel:2.66e-03, dT:0.0028, rT:0.4479 +24-08-12 13:07:33.913 : Checkpoint saved 226000 +24-08-12 13:07:34.497 : Iter 226000 | Dataset Set5 | AVG Val PSNR: 31.068502 +24-08-12 13:07:37.054 : Iter 226000 | Dataset Set14 | AVG Val PSNR: 27.917750 +24-08-12 13:08:31.409 : ../models/spf_lut_sam1x5 | Iter:226100, Sample:835200, GPixel:2.63e-03, dT:0.0054, rT:0.4638 +24-08-12 13:09:23.854 : ../models/spf_lut_sam1x5 | Iter:226200, Sample:838400, GPixel:2.74e-03, dT:0.0031, rT:0.4475 +24-08-12 13:10:16.231 : ../models/spf_lut_sam1x5 | Iter:226300, Sample:841600, GPixel:2.69e-03, dT:0.0029, rT:0.4474 +24-08-12 13:11:08.622 : ../models/spf_lut_sam1x5 | Iter:226400, Sample:844800, GPixel:2.61e-03, dT:0.0030, rT:0.4470 +24-08-12 13:12:01.010 : ../models/spf_lut_sam1x5 | Iter:226500, Sample:848000, GPixel:2.81e-03, dT:0.0029, rT:0.4475 +24-08-12 13:12:53.398 : ../models/spf_lut_sam1x5 | Iter:226600, Sample:851200, GPixel:2.68e-03, dT:0.0029, rT:0.4477 +24-08-12 13:13:45.781 : ../models/spf_lut_sam1x5 | Iter:226700, Sample:854400, GPixel:2.79e-03, dT:0.0029, rT:0.4476 +24-08-12 13:14:38.160 : ../models/spf_lut_sam1x5 | Iter:226800, Sample:857600, GPixel:2.67e-03, dT:0.0029, rT:0.4473 +24-08-12 13:15:30.644 : ../models/spf_lut_sam1x5 | Iter:226900, Sample:860800, GPixel:2.62e-03, dT:0.0031, rT:0.4481 +24-08-12 13:16:25.184 : ../models/spf_lut_sam1x5 | Iter:227000, Sample:864000, GPixel:2.45e-03, dT:0.0063, rT:0.4652 +24-08-12 13:17:17.580 : ../models/spf_lut_sam1x5 | Iter:227100, Sample:867200, GPixel:2.73e-03, dT:0.0030, rT:0.4480 +24-08-12 13:18:09.970 : ../models/spf_lut_sam1x5 | Iter:227200, Sample:870400, GPixel:2.80e-03, dT:0.0030, rT:0.4481 +24-08-12 13:19:02.355 : ../models/spf_lut_sam1x5 | Iter:227300, Sample:873600, GPixel:2.75e-03, dT:0.0029, rT:0.4478 +24-08-12 13:19:54.735 : ../models/spf_lut_sam1x5 | Iter:227400, Sample:876800, GPixel:2.75e-03, dT:0.0029, rT:0.4472 +24-08-12 13:20:47.126 : ../models/spf_lut_sam1x5 | Iter:227500, Sample:880000, GPixel:2.64e-03, dT:0.0030, rT:0.4481 +24-08-12 13:21:39.508 : ../models/spf_lut_sam1x5 | Iter:227600, Sample:883200, GPixel:2.79e-03, dT:0.0029, rT:0.4472 +24-08-12 13:22:31.908 : ../models/spf_lut_sam1x5 | Iter:227700, Sample:886400, GPixel:2.79e-03, dT:0.0031, rT:0.4483 +24-08-12 13:23:26.104 : ../models/spf_lut_sam1x5 | Iter:227800, Sample:889600, GPixel:2.65e-03, dT:0.0053, rT:0.4633 +24-08-12 13:24:18.910 : ../models/spf_lut_sam1x5 | Iter:227900, Sample:892800, GPixel:2.81e-03, dT:0.0036, rT:0.4508 +24-08-12 13:25:11.288 : ../models/spf_lut_sam1x5 | Iter:228000, Sample:896000, GPixel:2.48e-03, dT:0.0029, rT:0.4474 +24-08-12 13:25:11.327 : Checkpoint saved 228000 +24-08-12 13:25:11.900 : Iter 228000 | Dataset Set5 | AVG Val PSNR: 31.074160 +24-08-12 13:25:14.453 : Iter 228000 | Dataset Set14 | AVG Val PSNR: 27.919343 +24-08-12 13:26:06.839 : ../models/spf_lut_sam1x5 | Iter:228100, Sample:899200, GPixel:2.80e-03, dT:0.0030, rT:0.4476 +24-08-12 13:26:59.210 : ../models/spf_lut_sam1x5 | Iter:228200, Sample:902400, GPixel:2.92e-03, dT:0.0028, rT:0.4472 +24-08-12 13:27:51.595 : ../models/spf_lut_sam1x5 | Iter:228300, Sample:905600, GPixel:2.63e-03, dT:0.0029, rT:0.4472 +24-08-12 13:28:43.984 : ../models/spf_lut_sam1x5 | Iter:228400, Sample:908800, GPixel:2.67e-03, dT:0.0030, rT:0.4475 +24-08-12 13:29:36.375 : ../models/spf_lut_sam1x5 | Iter:228500, Sample:912000, GPixel:2.80e-03, dT:0.0030, rT:0.4472 +24-08-12 13:30:28.775 : ../models/spf_lut_sam1x5 | Iter:228600, Sample:915200, GPixel:2.63e-03, dT:0.0030, rT:0.4478 +24-08-12 13:31:22.888 : ../models/spf_lut_sam1x5 | Iter:228700, Sample:918400, GPixel:2.76e-03, dT:0.0061, rT:0.4600 +24-08-12 13:32:15.289 : ../models/spf_lut_sam1x5 | Iter:228800, Sample:921600, GPixel:2.75e-03, dT:0.0031, rT:0.4480 +24-08-12 13:33:07.664 : ../models/spf_lut_sam1x5 | Iter:228900, Sample:924800, GPixel:2.70e-03, dT:0.0029, rT:0.4479 +24-08-12 13:34:00.032 : ../models/spf_lut_sam1x5 | Iter:229000, Sample:928000, GPixel:2.52e-03, dT:0.0028, rT:0.4470 +24-08-12 13:34:52.403 : ../models/spf_lut_sam1x5 | Iter:229100, Sample:931200, GPixel:2.77e-03, dT:0.0028, rT:0.4470 +24-08-12 13:35:44.785 : ../models/spf_lut_sam1x5 | Iter:229200, Sample:934400, GPixel:2.72e-03, dT:0.0029, rT:0.4486 +24-08-12 13:36:37.167 : ../models/spf_lut_sam1x5 | Iter:229300, Sample:937600, GPixel:2.74e-03, dT:0.0029, rT:0.4470 +24-08-12 13:37:29.546 : ../models/spf_lut_sam1x5 | Iter:229400, Sample:940800, GPixel:2.67e-03, dT:0.0029, rT:0.4472 +24-08-12 13:38:22.363 : ../models/spf_lut_sam1x5 | Iter:229500, Sample:944000, GPixel:2.62e-03, dT:0.0037, rT:0.4518 +24-08-12 13:39:16.071 : ../models/spf_lut_sam1x5 | Iter:229600, Sample:947200, GPixel:2.80e-03, dT:0.0050, rT:0.4577 +24-08-12 13:40:08.458 : ../models/spf_lut_sam1x5 | Iter:229700, Sample:950400, GPixel:2.78e-03, dT:0.0030, rT:0.4476 +24-08-12 13:41:00.860 : ../models/spf_lut_sam1x5 | Iter:229800, Sample:953600, GPixel:2.86e-03, dT:0.0031, rT:0.4479 +24-08-12 13:41:53.251 : ../models/spf_lut_sam1x5 | Iter:229900, Sample:956800, GPixel:2.70e-03, dT:0.0030, rT:0.4479 +24-08-12 13:42:45.640 : ../models/spf_lut_sam1x5 | Iter:230000, Sample:960000, GPixel:2.61e-03, dT:0.0029, rT:0.4476 +24-08-12 13:42:45.679 : Checkpoint saved 230000 +24-08-12 13:42:46.271 : Iter 230000 | Dataset Set5 | AVG Val PSNR: 31.041143 +24-08-12 13:42:48.854 : Iter 230000 | Dataset Set14 | AVG Val PSNR: 27.902317 +24-08-12 13:43:41.226 : ../models/spf_lut_sam1x5 | Iter:230100, Sample:963200, GPixel:2.77e-03, dT:0.0029, rT:0.4473 +24-08-12 13:44:33.597 : ../models/spf_lut_sam1x5 | Iter:230200, Sample:966400, GPixel:2.66e-03, dT:0.0028, rT:0.4474 +24-08-12 13:45:25.981 : ../models/spf_lut_sam1x5 | Iter:230300, Sample:969600, GPixel:2.55e-03, dT:0.0029, rT:0.4484 +24-08-12 13:46:20.529 : ../models/spf_lut_sam1x5 | Iter:230400, Sample:972800, GPixel:2.68e-03, dT:0.0059, rT:0.4660 +24-08-12 13:47:13.076 : ../models/spf_lut_sam1x5 | Iter:230500, Sample:976000, GPixel:2.67e-03, dT:0.0035, rT:0.4484 +24-08-12 13:48:05.457 : ../models/spf_lut_sam1x5 | Iter:230600, Sample:979200, GPixel:2.70e-03, dT:0.0029, rT:0.4470 +24-08-12 13:48:57.834 : ../models/spf_lut_sam1x5 | Iter:230700, Sample:982400, GPixel:2.76e-03, dT:0.0029, rT:0.4481 +24-08-12 13:49:50.216 : ../models/spf_lut_sam1x5 | Iter:230800, Sample:985600, GPixel:2.65e-03, dT:0.0029, rT:0.4478 +24-08-12 13:50:42.602 : ../models/spf_lut_sam1x5 | Iter:230900, Sample:988800, GPixel:2.80e-03, dT:0.0029, rT:0.4476 +24-08-12 13:51:35.002 : ../models/spf_lut_sam1x5 | Iter:231000, Sample:992000, GPixel:2.73e-03, dT:0.0030, rT:0.4474 +24-08-12 13:52:27.408 : ../models/spf_lut_sam1x5 | Iter:231100, Sample:995200, GPixel:2.75e-03, dT:0.0031, rT:0.4477 +24-08-12 13:53:19.791 : ../models/spf_lut_sam1x5 | Iter:231200, Sample:998400, GPixel:2.70e-03, dT:0.0029, rT:0.4485 +24-08-12 13:54:14.201 : ../models/spf_lut_sam1x5 | Iter:231300, Sample:1001600, GPixel:2.76e-03, dT:0.0054, rT:0.4649 +24-08-12 13:55:06.596 : ../models/spf_lut_sam1x5 | Iter:231400, Sample:1004800, GPixel:2.63e-03, dT:0.0030, rT:0.4490 +24-08-12 13:55:58.989 : ../models/spf_lut_sam1x5 | Iter:231500, Sample:1008000, GPixel:2.74e-03, dT:0.0030, rT:0.4480 +24-08-12 13:56:51.376 : ../models/spf_lut_sam1x5 | Iter:231600, Sample:1011200, GPixel:2.72e-03, dT:0.0029, rT:0.4478 +24-08-12 13:57:43.763 : ../models/spf_lut_sam1x5 | Iter:231700, Sample:1014400, GPixel:2.66e-03, dT:0.0030, rT:0.4483 +24-08-12 13:58:36.158 : ../models/spf_lut_sam1x5 | Iter:231800, Sample:1017600, GPixel:2.73e-03, dT:0.0030, rT:0.4487 +24-08-12 13:59:28.560 : ../models/spf_lut_sam1x5 | Iter:231900, Sample:1020800, GPixel:2.70e-03, dT:0.0030, rT:0.4483 +24-08-12 14:00:20.939 : ../models/spf_lut_sam1x5 | Iter:232000, Sample:1024000, GPixel:2.60e-03, dT:0.0029, rT:0.4478 +24-08-12 14:00:20.977 : Checkpoint saved 232000 +24-08-12 14:00:21.544 : Iter 232000 | Dataset Set5 | AVG Val PSNR: 31.075171 +24-08-12 14:00:24.073 : Iter 232000 | Dataset Set14 | AVG Val PSNR: 27.921901 +24-08-12 14:01:17.412 : ../models/spf_lut_sam1x5 | Iter:232100, Sample:1027200, GPixel:2.65e-03, dT:0.0047, rT:0.4549 +24-08-12 14:02:11.032 : ../models/spf_lut_sam1x5 | Iter:232200, Sample:1030400, GPixel:2.73e-03, dT:0.0053, rT:0.4561 +24-08-12 14:03:03.414 : ../models/spf_lut_sam1x5 | Iter:232300, Sample:1033600, GPixel:2.79e-03, dT:0.0029, rT:0.4469 +24-08-12 14:03:55.798 : ../models/spf_lut_sam1x5 | Iter:232400, Sample:1036800, GPixel:2.71e-03, dT:0.0029, rT:0.4479 +24-08-12 14:04:48.184 : ../models/spf_lut_sam1x5 | Iter:232500, Sample:1040000, GPixel:2.77e-03, dT:0.0029, rT:0.4475 +24-08-12 14:05:40.572 : ../models/spf_lut_sam1x5 | Iter:232600, Sample:1043200, GPixel:2.67e-03, dT:0.0029, rT:0.4481 +24-08-12 14:06:32.952 : ../models/spf_lut_sam1x5 | Iter:232700, Sample:1046400, GPixel:2.78e-03, dT:0.0029, rT:0.4477 +24-08-12 14:07:25.336 : ../models/spf_lut_sam1x5 | Iter:232800, Sample:1049600, GPixel:2.73e-03, dT:0.0029, rT:0.4473 +24-08-12 14:08:17.705 : ../models/spf_lut_sam1x5 | Iter:232900, Sample:1052800, GPixel:2.68e-03, dT:0.0028, rT:0.4471 +24-08-12 14:09:12.309 : ../models/spf_lut_sam1x5 | Iter:233000, Sample:1056000, GPixel:2.75e-03, dT:0.0070, rT:0.4645 +24-08-12 14:10:04.847 : ../models/spf_lut_sam1x5 | Iter:233100, Sample:1059200, GPixel:2.69e-03, dT:0.0032, rT:0.4479 +24-08-12 14:10:57.239 : ../models/spf_lut_sam1x5 | Iter:233200, Sample:1062400, GPixel:2.92e-03, dT:0.0029, rT:0.4475 +24-08-12 14:11:49.623 : ../models/spf_lut_sam1x5 | Iter:233300, Sample:1065600, GPixel:2.70e-03, dT:0.0029, rT:0.4478 +24-08-12 14:12:42.033 : ../models/spf_lut_sam1x5 | Iter:233400, Sample:1068800, GPixel:2.70e-03, dT:0.0031, rT:0.4473 +24-08-12 14:13:34.409 : ../models/spf_lut_sam1x5 | Iter:233500, Sample:1072000, GPixel:2.74e-03, dT:0.0028, rT:0.4478 +24-08-12 14:14:26.787 : ../models/spf_lut_sam1x5 | Iter:233600, Sample:1075200, GPixel:2.77e-03, dT:0.0029, rT:0.4484 +24-08-12 14:15:19.192 : ../models/spf_lut_sam1x5 | Iter:233700, Sample:1078400, GPixel:2.70e-03, dT:0.0031, rT:0.4499 +24-08-12 14:16:11.583 : ../models/spf_lut_sam1x5 | Iter:233800, Sample:1081600, GPixel:2.73e-03, dT:0.0029, rT:0.4482 +24-08-12 14:17:05.798 : ../models/spf_lut_sam1x5 | Iter:233900, Sample:1084800, GPixel:2.71e-03, dT:0.0054, rT:0.4626 +24-08-12 14:17:58.187 : ../models/spf_lut_sam1x5 | Iter:234000, Sample:1088000, GPixel:2.65e-03, dT:0.0030, rT:0.4480 +24-08-12 14:17:58.226 : Checkpoint saved 234000 +24-08-12 14:17:58.796 : Iter 234000 | Dataset Set5 | AVG Val PSNR: 31.082824 +24-08-12 14:18:01.344 : Iter 234000 | Dataset Set14 | AVG Val PSNR: 27.922116 +24-08-12 14:18:53.737 : ../models/spf_lut_sam1x5 | Iter:234100, Sample:1091200, GPixel:2.71e-03, dT:0.0030, rT:0.4477 +24-08-12 14:19:46.118 : ../models/spf_lut_sam1x5 | Iter:234200, Sample:1094400, GPixel:2.59e-03, dT:0.0029, rT:0.4479 +24-08-12 14:20:38.486 : ../models/spf_lut_sam1x5 | Iter:234300, Sample:1097600, GPixel:2.68e-03, dT:0.0028, rT:0.4473 +24-08-12 14:21:30.858 : ../models/spf_lut_sam1x5 | Iter:234400, Sample:1100800, GPixel:2.80e-03, dT:0.0028, rT:0.4470 +24-08-12 14:22:23.230 : ../models/spf_lut_sam1x5 | Iter:234500, Sample:1104000, GPixel:2.73e-03, dT:0.0028, rT:0.4471 +24-08-12 14:23:15.612 : ../models/spf_lut_sam1x5 | Iter:234600, Sample:1107200, GPixel:2.67e-03, dT:0.0029, rT:0.4472 +24-08-12 14:24:09.363 : ../models/spf_lut_sam1x5 | Iter:234700, Sample:1110400, GPixel:2.76e-03, dT:0.0050, rT:0.4579 +24-08-12 14:25:02.529 : ../models/spf_lut_sam1x5 | Iter:234800, Sample:1113600, GPixel:2.67e-03, dT:0.0042, rT:0.4545 +24-08-12 14:25:54.908 : ../models/spf_lut_sam1x5 | Iter:234900, Sample:1116800, GPixel:2.72e-03, dT:0.0029, rT:0.4483 +24-08-12 14:26:47.287 : ../models/spf_lut_sam1x5 | Iter:235000, Sample:1120000, GPixel:2.79e-03, dT:0.0029, rT:0.4480 +24-08-12 14:27:39.683 : ../models/spf_lut_sam1x5 | Iter:235100, Sample:1123200, GPixel:2.70e-03, dT:0.0030, rT:0.4490 +24-08-12 14:28:32.090 : ../models/spf_lut_sam1x5 | Iter:235200, Sample:1126400, GPixel:2.67e-03, dT:0.0031, rT:0.4482 +24-08-12 14:29:24.476 : ../models/spf_lut_sam1x5 | Iter:235300, Sample:1129600, GPixel:2.89e-03, dT:0.0029, rT:0.4483 +24-08-12 14:30:16.862 : ../models/spf_lut_sam1x5 | Iter:235400, Sample:1132800, GPixel:2.78e-03, dT:0.0029, rT:0.4476 +24-08-12 14:31:09.258 : ../models/spf_lut_sam1x5 | Iter:235500, Sample:1136000, GPixel:2.71e-03, dT:0.0030, rT:0.4480 +24-08-12 14:32:03.923 : ../models/spf_lut_sam1x5 | Iter:235600, Sample:1139200, GPixel:2.71e-03, dT:0.0052, rT:0.4662 +24-08-12 14:32:56.349 : ../models/spf_lut_sam1x5 | Iter:235700, Sample:1142400, GPixel:2.74e-03, dT:0.0030, rT:0.4483 +24-08-12 14:33:48.739 : ../models/spf_lut_sam1x5 | Iter:235800, Sample:1145600, GPixel:2.74e-03, dT:0.0029, rT:0.4477 +24-08-12 14:34:41.122 : ../models/spf_lut_sam1x5 | Iter:235900, Sample:1148800, GPixel:2.70e-03, dT:0.0029, rT:0.4473 +24-08-12 14:35:33.514 : ../models/spf_lut_sam1x5 | Iter:236000, Sample:1152000, GPixel:2.71e-03, dT:0.0030, rT:0.4469 +24-08-12 14:35:33.553 : Checkpoint saved 236000 +24-08-12 14:35:34.123 : Iter 236000 | Dataset Set5 | AVG Val PSNR: 31.043264 +24-08-12 14:35:36.666 : Iter 236000 | Dataset Set14 | AVG Val PSNR: 27.896572 +24-08-12 14:36:29.051 : ../models/spf_lut_sam1x5 | Iter:236100, Sample:1155200, GPixel:2.72e-03, dT:0.0029, rT:0.4491 +24-08-12 14:37:21.431 : ../models/spf_lut_sam1x5 | Iter:236200, Sample:1158400, GPixel:2.74e-03, dT:0.0029, rT:0.4478 +24-08-12 14:38:13.829 : ../models/spf_lut_sam1x5 | Iter:236300, Sample:1161600, GPixel:2.71e-03, dT:0.0030, rT:0.4484 +24-08-12 14:39:06.777 : ../models/spf_lut_sam1x5 | Iter:236400, Sample:1164800, GPixel:2.74e-03, dT:0.0039, rT:0.4517 +24-08-12 14:40:00.336 : ../models/spf_lut_sam1x5 | Iter:236500, Sample:1168000, GPixel:2.85e-03, dT:0.0046, rT:0.4583 +24-08-12 14:40:52.724 : ../models/spf_lut_sam1x5 | Iter:236600, Sample:1171200, GPixel:2.81e-03, dT:0.0029, rT:0.4481 +24-08-12 14:41:45.123 : ../models/spf_lut_sam1x5 | Iter:236700, Sample:1174400, GPixel:2.78e-03, dT:0.0030, rT:0.4479 +24-08-12 14:42:37.514 : ../models/spf_lut_sam1x5 | Iter:236800, Sample:1177600, GPixel:2.74e-03, dT:0.0029, rT:0.4482 +24-08-12 14:43:29.898 : ../models/spf_lut_sam1x5 | Iter:236900, Sample:1180800, GPixel:2.56e-03, dT:0.0029, rT:0.4480 +24-08-12 14:44:22.297 : ../models/spf_lut_sam1x5 | Iter:237000, Sample:1184000, GPixel:2.66e-03, dT:0.0030, rT:0.4480 +24-08-12 14:45:14.688 : ../models/spf_lut_sam1x5 | Iter:237100, Sample:1187200, GPixel:2.50e-03, dT:0.0029, rT:0.4486 +24-08-12 14:46:07.072 : ../models/spf_lut_sam1x5 | Iter:237200, Sample:1190400, GPixel:2.73e-03, dT:0.0029, rT:0.4481 +24-08-12 14:47:01.407 : ../models/spf_lut_sam1x5 | Iter:237300, Sample:1193600, GPixel:2.71e-03, dT:0.0057, rT:0.4633 +24-08-12 14:47:54.130 : ../models/spf_lut_sam1x5 | Iter:237400, Sample:1196800, GPixel:2.63e-03, dT:0.0032, rT:0.4501 +24-08-12 14:48:46.500 : ../models/spf_lut_sam1x5 | Iter:237500, Sample:1200000, GPixel:2.78e-03, dT:0.0028, rT:0.4472 +24-08-12 14:49:38.897 : ../models/spf_lut_sam1x5 | Iter:237600, Sample:1203200, GPixel:2.68e-03, dT:0.0029, rT:0.4479 +24-08-12 14:50:31.294 : ../models/spf_lut_sam1x5 | Iter:237700, Sample:1206400, GPixel:2.83e-03, dT:0.0030, rT:0.4488 +24-08-12 14:51:23.673 : ../models/spf_lut_sam1x5 | Iter:237800, Sample:1209600, GPixel:2.54e-03, dT:0.0029, rT:0.4476 +24-08-12 14:52:16.070 : ../models/spf_lut_sam1x5 | Iter:237900, Sample:1212800, GPixel:2.75e-03, dT:0.0030, rT:0.4476 +24-08-12 14:53:08.451 : ../models/spf_lut_sam1x5 | Iter:238000, Sample:1216000, GPixel:2.66e-03, dT:0.0029, rT:0.4481 +24-08-12 14:53:08.489 : Checkpoint saved 238000 +24-08-12 14:53:09.061 : Iter 238000 | Dataset Set5 | AVG Val PSNR: 31.085757 +24-08-12 14:53:11.617 : Iter 238000 | Dataset Set14 | AVG Val PSNR: 27.925156 +24-08-12 14:54:03.990 : ../models/spf_lut_sam1x5 | Iter:238100, Sample:1219200, GPixel:2.64e-03, dT:0.0028, rT:0.4480 +24-08-12 14:54:58.456 : ../models/spf_lut_sam1x5 | Iter:238200, Sample:1222400, GPixel:2.76e-03, dT:0.0059, rT:0.4643 +24-08-12 14:55:50.846 : ../models/spf_lut_sam1x5 | Iter:238300, Sample:1225600, GPixel:2.68e-03, dT:0.0030, rT:0.4473 +24-08-12 14:56:43.244 : ../models/spf_lut_sam1x5 | Iter:238400, Sample:1228800, GPixel:2.64e-03, dT:0.0030, rT:0.4472 +24-08-12 14:57:35.639 : ../models/spf_lut_sam1x5 | Iter:238500, Sample:1232000, GPixel:2.68e-03, dT:0.0030, rT:0.4471 +24-08-12 14:58:28.015 : ../models/spf_lut_sam1x5 | Iter:238600, Sample:1235200, GPixel:2.76e-03, dT:0.0029, rT:0.4479 +24-08-12 14:59:20.397 : ../models/spf_lut_sam1x5 | Iter:238700, Sample:1238400, GPixel:2.81e-03, dT:0.0029, rT:0.4472 +24-08-12 15:00:12.783 : ../models/spf_lut_sam1x5 | Iter:238800, Sample:1241600, GPixel:2.71e-03, dT:0.0030, rT:0.4470 +24-08-12 15:01:05.167 : ../models/spf_lut_sam1x5 | Iter:238900, Sample:1244800, GPixel:2.76e-03, dT:0.0029, rT:0.4472 +24-08-12 15:01:58.335 : ../models/spf_lut_sam1x5 | Iter:239000, Sample:1248000, GPixel:2.68e-03, dT:0.0037, rT:0.4552 +24-08-12 15:02:51.901 : ../models/spf_lut_sam1x5 | Iter:239100, Sample:1251200, GPixel:2.76e-03, dT:0.0047, rT:0.4567 +24-08-12 15:03:44.276 : ../models/spf_lut_sam1x5 | Iter:239200, Sample:1254400, GPixel:2.71e-03, dT:0.0028, rT:0.4472 +24-08-12 15:04:36.663 : ../models/spf_lut_sam1x5 | Iter:239300, Sample:1257600, GPixel:2.78e-03, dT:0.0029, rT:0.4483 +24-08-12 15:05:29.041 : ../models/spf_lut_sam1x5 | Iter:239400, Sample:1260800, GPixel:2.73e-03, dT:0.0028, rT:0.4481 +24-08-12 15:06:21.412 : ../models/spf_lut_sam1x5 | Iter:239500, Sample:1264000, GPixel:2.56e-03, dT:0.0028, rT:0.4479 +24-08-12 15:07:13.771 : ../models/spf_lut_sam1x5 | Iter:239600, Sample:1267200, GPixel:2.60e-03, dT:0.0027, rT:0.4472 +24-08-12 15:08:06.137 : ../models/spf_lut_sam1x5 | Iter:239700, Sample:1270400, GPixel:2.74e-03, dT:0.0028, rT:0.4477 +24-08-12 15:08:58.505 : ../models/spf_lut_sam1x5 | Iter:239800, Sample:1273600, GPixel:2.76e-03, dT:0.0028, rT:0.4477 +24-08-12 15:09:52.967 : ../models/spf_lut_sam1x5 | Iter:239900, Sample:1276800, GPixel:2.79e-03, dT:0.0063, rT:0.4637 +24-08-12 15:10:45.422 : ../models/spf_lut_sam1x5 | Iter:240000, Sample:1280000, GPixel:2.74e-03, dT:0.0032, rT:0.4487 +24-08-12 15:10:45.461 : Checkpoint saved 240000 +24-08-12 15:10:46.042 : Iter 240000 | Dataset Set5 | AVG Val PSNR: 31.070064 +24-08-12 15:10:48.565 : Iter 240000 | Dataset Set14 | AVG Val PSNR: 27.908654 +24-08-12 15:11:40.976 : ../models/spf_lut_sam1x5 | Iter:240100, Sample:1283200, GPixel:2.65e-03, dT:0.0032, rT:0.4476 +24-08-12 15:12:33.355 : ../models/spf_lut_sam1x5 | Iter:240200, Sample:1286400, GPixel:2.75e-03, dT:0.0029, rT:0.4476 +24-08-12 15:13:25.736 : ../models/spf_lut_sam1x5 | Iter:240300, Sample:1289600, GPixel:2.77e-03, dT:0.0028, rT:0.4474 +24-08-12 15:14:18.116 : ../models/spf_lut_sam1x5 | Iter:240400, Sample:1292800, GPixel:2.80e-03, dT:0.0028, rT:0.4475 +24-08-12 15:15:10.521 : ../models/spf_lut_sam1x5 | Iter:240500, Sample:1296000, GPixel:2.65e-03, dT:0.0031, rT:0.4478 +24-08-12 15:16:02.898 : ../models/spf_lut_sam1x5 | Iter:240600, Sample:1299200, GPixel:2.72e-03, dT:0.0028, rT:0.4471 +24-08-12 15:16:55.269 : ../models/spf_lut_sam1x5 | Iter:240700, Sample:1302400, GPixel:2.74e-03, dT:0.0028, rT:0.4474 +24-08-12 15:17:49.651 : ../models/spf_lut_sam1x5 | Iter:240800, Sample:1305600, GPixel:2.76e-03, dT:0.0064, rT:0.4623 +24-08-12 15:18:42.048 : ../models/spf_lut_sam1x5 | Iter:240900, Sample:1308800, GPixel:2.76e-03, dT:0.0030, rT:0.4481 +24-08-12 15:19:34.434 : ../models/spf_lut_sam1x5 | Iter:241000, Sample:1312000, GPixel:2.76e-03, dT:0.0029, rT:0.4484 +24-08-12 15:20:26.818 : ../models/spf_lut_sam1x5 | Iter:241100, Sample:1315200, GPixel:2.47e-03, dT:0.0029, rT:0.4475 +24-08-12 15:21:19.205 : ../models/spf_lut_sam1x5 | Iter:241200, Sample:1318400, GPixel:2.69e-03, dT:0.0029, rT:0.4485 +24-08-12 15:22:11.593 : ../models/spf_lut_sam1x5 | Iter:241300, Sample:1321600, GPixel:2.70e-03, dT:0.0030, rT:0.4470 +24-08-12 15:23:03.968 : ../models/spf_lut_sam1x5 | Iter:241400, Sample:1324800, GPixel:2.68e-03, dT:0.0028, rT:0.4471 +24-08-12 15:23:56.372 : ../models/spf_lut_sam1x5 | Iter:241500, Sample:1328000, GPixel:2.82e-03, dT:0.0031, rT:0.4474 +24-08-12 15:24:49.837 : ../models/spf_lut_sam1x5 | Iter:241600, Sample:1331200, GPixel:2.81e-03, dT:0.0040, rT:0.4559 +24-08-12 15:25:43.153 : ../models/spf_lut_sam1x5 | Iter:241700, Sample:1334400, GPixel:2.75e-03, dT:0.0046, rT:0.4553 +24-08-12 15:26:35.559 : ../models/spf_lut_sam1x5 | Iter:241800, Sample:1337600, GPixel:2.83e-03, dT:0.0030, rT:0.4479 +24-08-12 15:27:27.944 : ../models/spf_lut_sam1x5 | Iter:241900, Sample:1340800, GPixel:2.80e-03, dT:0.0030, rT:0.4473 +24-08-12 15:28:20.321 : ../models/spf_lut_sam1x5 | Iter:242000, Sample:1344000, GPixel:2.71e-03, dT:0.0029, rT:0.4478 +24-08-12 15:28:20.360 : Checkpoint saved 242000 +24-08-12 15:28:20.927 : Iter 242000 | Dataset Set5 | AVG Val PSNR: 31.057049 +24-08-12 15:28:23.514 : Iter 242000 | Dataset Set14 | AVG Val PSNR: 27.910582 +24-08-12 15:29:15.892 : ../models/spf_lut_sam1x5 | Iter:242100, Sample:1347200, GPixel:2.66e-03, dT:0.0029, rT:0.4476 +24-08-12 15:30:08.271 : ../models/spf_lut_sam1x5 | Iter:242200, Sample:1350400, GPixel:2.64e-03, dT:0.0029, rT:0.4471 +24-08-12 15:31:00.659 : ../models/spf_lut_sam1x5 | Iter:242300, Sample:1353600, GPixel:2.79e-03, dT:0.0029, rT:0.4478 +24-08-12 15:31:53.042 : ../models/spf_lut_sam1x5 | Iter:242400, Sample:1356800, GPixel:2.67e-03, dT:0.0029, rT:0.4480 +24-08-12 15:32:47.086 : ../models/spf_lut_sam1x5 | Iter:242500, Sample:1360000, GPixel:2.79e-03, dT:0.0052, rT:0.4611 +24-08-12 15:33:39.526 : ../models/spf_lut_sam1x5 | Iter:242600, Sample:1363200, GPixel:2.80e-03, dT:0.0031, rT:0.4474 +24-08-12 15:34:31.903 : ../models/spf_lut_sam1x5 | Iter:242700, Sample:1366400, GPixel:2.65e-03, dT:0.0028, rT:0.4476 +24-08-12 15:35:24.267 : ../models/spf_lut_sam1x5 | Iter:242800, Sample:1369600, GPixel:2.78e-03, dT:0.0028, rT:0.4477 +24-08-12 15:36:16.648 : ../models/spf_lut_sam1x5 | Iter:242900, Sample:1372800, GPixel:2.62e-03, dT:0.0029, rT:0.4472 +24-08-12 15:37:09.033 : ../models/spf_lut_sam1x5 | Iter:243000, Sample:1376000, GPixel:2.72e-03, dT:0.0029, rT:0.4469 +24-08-12 15:38:01.417 : ../models/spf_lut_sam1x5 | Iter:243100, Sample:1379200, GPixel:2.72e-03, dT:0.0029, rT:0.4477 +24-08-12 15:38:53.816 : ../models/spf_lut_sam1x5 | Iter:243200, Sample:1382400, GPixel:2.67e-03, dT:0.0030, rT:0.4480 +24-08-12 15:39:46.508 : ../models/spf_lut_sam1x5 | Iter:243300, Sample:1385600, GPixel:2.63e-03, dT:0.0033, rT:0.4517 +24-08-12 15:40:40.837 : ../models/spf_lut_sam1x5 | Iter:243400, Sample:1388800, GPixel:2.79e-03, dT:0.0058, rT:0.4624 +24-08-12 15:41:33.230 : ../models/spf_lut_sam1x5 | Iter:243500, Sample:1392000, GPixel:2.63e-03, dT:0.0030, rT:0.4470 +24-08-12 15:42:25.624 : ../models/spf_lut_sam1x5 | Iter:243600, Sample:1395200, GPixel:2.62e-03, dT:0.0030, rT:0.4474 +24-08-12 15:43:18.006 : ../models/spf_lut_sam1x5 | Iter:243700, Sample:1398400, GPixel:2.61e-03, dT:0.0029, rT:0.4475 +24-08-12 15:44:10.383 : ../models/spf_lut_sam1x5 | Iter:243800, Sample:1401600, GPixel:2.75e-03, dT:0.0029, rT:0.4484 +24-08-12 15:45:02.771 : ../models/spf_lut_sam1x5 | Iter:243900, Sample:1404800, GPixel:2.74e-03, dT:0.0029, rT:0.4482 +24-08-12 15:45:55.155 : ../models/spf_lut_sam1x5 | Iter:244000, Sample:1408000, GPixel:2.73e-03, dT:0.0029, rT:0.4478 +24-08-12 15:45:55.194 : Checkpoint saved 244000 +24-08-12 15:45:55.795 : Iter 244000 | Dataset Set5 | AVG Val PSNR: 31.085078 +24-08-12 15:45:58.348 : Iter 244000 | Dataset Set14 | AVG Val PSNR: 27.909584 +24-08-12 15:46:50.748 : ../models/spf_lut_sam1x5 | Iter:244100, Sample:1411200, GPixel:2.61e-03, dT:0.0029, rT:0.4484 +24-08-12 15:47:45.016 : ../models/spf_lut_sam1x5 | Iter:244200, Sample:1414400, GPixel:2.70e-03, dT:0.0051, rT:0.4630 +24-08-12 15:48:37.892 : ../models/spf_lut_sam1x5 | Iter:244300, Sample:1417600, GPixel:2.72e-03, dT:0.0035, rT:0.4514 +24-08-12 15:49:30.272 : ../models/spf_lut_sam1x5 | Iter:244400, Sample:1420800, GPixel:2.76e-03, dT:0.0029, rT:0.4484 +24-08-12 15:50:22.649 : ../models/spf_lut_sam1x5 | Iter:244500, Sample:1424000, GPixel:2.73e-03, dT:0.0029, rT:0.4477 +24-08-12 15:51:15.020 : ../models/spf_lut_sam1x5 | Iter:244600, Sample:1427200, GPixel:2.77e-03, dT:0.0028, rT:0.4472 +24-08-12 15:52:07.409 : ../models/spf_lut_sam1x5 | Iter:244700, Sample:1430400, GPixel:2.80e-03, dT:0.0029, rT:0.4474 +24-08-12 15:52:59.807 : ../models/spf_lut_sam1x5 | Iter:244800, Sample:1433600, GPixel:2.71e-03, dT:0.0030, rT:0.4476 +24-08-12 15:53:52.202 : ../models/spf_lut_sam1x5 | Iter:244900, Sample:1436800, GPixel:2.70e-03, dT:0.0030, rT:0.4487 +24-08-12 15:54:44.593 : ../models/spf_lut_sam1x5 | Iter:245000, Sample:1440000, GPixel:2.83e-03, dT:0.0029, rT:0.4475 +24-08-12 15:55:38.809 : ../models/spf_lut_sam1x5 | Iter:245100, Sample:1443200, GPixel:2.64e-03, dT:0.0051, rT:0.4632 +24-08-12 15:56:31.195 : ../models/spf_lut_sam1x5 | Iter:245200, Sample:1446400, GPixel:2.68e-03, dT:0.0029, rT:0.4494 +24-08-12 15:57:23.578 : ../models/spf_lut_sam1x5 | Iter:245300, Sample:1449600, GPixel:2.70e-03, dT:0.0029, rT:0.4477 +24-08-12 15:58:15.967 : ../models/spf_lut_sam1x5 | Iter:245400, Sample:1452800, GPixel:2.74e-03, dT:0.0029, rT:0.4485 +24-08-12 15:59:08.389 : ../models/spf_lut_sam1x5 | Iter:245500, Sample:1456000, GPixel:2.81e-03, dT:0.0031, rT:0.4480 +24-08-12 16:00:00.760 : ../models/spf_lut_sam1x5 | Iter:245600, Sample:1459200, GPixel:2.71e-03, dT:0.0028, rT:0.4482 +24-08-12 16:00:53.130 : ../models/spf_lut_sam1x5 | Iter:245700, Sample:1462400, GPixel:2.72e-03, dT:0.0027, rT:0.4479 +24-08-12 16:01:45.508 : ../models/spf_lut_sam1x5 | Iter:245800, Sample:1465600, GPixel:2.61e-03, dT:0.0028, rT:0.4482 +24-08-12 16:02:38.613 : ../models/spf_lut_sam1x5 | Iter:245900, Sample:1468800, GPixel:2.68e-03, dT:0.0036, rT:0.4537 +24-08-12 16:03:32.151 : ../models/spf_lut_sam1x5 | Iter:246000, Sample:1472000, GPixel:2.56e-03, dT:0.0049, rT:0.4571 +24-08-12 16:03:32.190 : Checkpoint saved 246000 +24-08-12 16:03:32.761 : Iter 246000 | Dataset Set5 | AVG Val PSNR: 31.075123 +24-08-12 16:03:35.312 : Iter 246000 | Dataset Set14 | AVG Val PSNR: 27.923226 +24-08-12 16:04:27.702 : ../models/spf_lut_sam1x5 | Iter:246100, Sample:1475200, GPixel:2.72e-03, dT:0.0029, rT:0.4474 +24-08-12 16:05:20.090 : ../models/spf_lut_sam1x5 | Iter:246200, Sample:1478400, GPixel:2.72e-03, dT:0.0030, rT:0.4478 +24-08-12 16:06:12.481 : ../models/spf_lut_sam1x5 | Iter:246300, Sample:1481600, GPixel:2.72e-03, dT:0.0029, rT:0.4469 +24-08-12 16:07:04.875 : ../models/spf_lut_sam1x5 | Iter:246400, Sample:1484800, GPixel:2.62e-03, dT:0.0030, rT:0.4477 +24-08-12 16:07:57.273 : ../models/spf_lut_sam1x5 | Iter:246500, Sample:1488000, GPixel:2.69e-03, dT:0.0030, rT:0.4480 +24-08-12 16:08:49.653 : ../models/spf_lut_sam1x5 | Iter:246600, Sample:1491200, GPixel:2.65e-03, dT:0.0029, rT:0.4483 +24-08-12 16:09:42.062 : ../models/spf_lut_sam1x5 | Iter:246700, Sample:1494400, GPixel:2.82e-03, dT:0.0031, rT:0.4483 +24-08-12 16:10:36.345 : ../models/spf_lut_sam1x5 | Iter:246800, Sample:1497600, GPixel:2.73e-03, dT:0.0057, rT:0.4616 +24-08-12 16:11:28.783 : ../models/spf_lut_sam1x5 | Iter:246900, Sample:1500800, GPixel:2.73e-03, dT:0.0030, rT:0.4481 +24-08-12 16:12:21.163 : ../models/spf_lut_sam1x5 | Iter:247000, Sample:1504000, GPixel:2.75e-03, dT:0.0029, rT:0.4476 +24-08-12 16:13:13.551 : ../models/spf_lut_sam1x5 | Iter:247100, Sample:1507200, GPixel:2.65e-03, dT:0.0029, rT:0.4476 +24-08-12 16:14:05.941 : ../models/spf_lut_sam1x5 | Iter:247200, Sample:1510400, GPixel:2.76e-03, dT:0.0029, rT:0.4474 +24-08-12 16:14:58.326 : ../models/spf_lut_sam1x5 | Iter:247300, Sample:1513600, GPixel:2.70e-03, dT:0.0029, rT:0.4480 +24-08-12 16:15:50.714 : ../models/spf_lut_sam1x5 | Iter:247400, Sample:1516800, GPixel:2.68e-03, dT:0.0029, rT:0.4473 +24-08-12 16:16:43.101 : ../models/spf_lut_sam1x5 | Iter:247500, Sample:1520000, GPixel:2.80e-03, dT:0.0029, rT:0.4472 +24-08-12 16:17:35.504 : ../models/spf_lut_sam1x5 | Iter:247600, Sample:1523200, GPixel:2.63e-03, dT:0.0031, rT:0.4470 +24-08-12 16:18:30.065 : ../models/spf_lut_sam1x5 | Iter:247700, Sample:1526400, GPixel:2.79e-03, dT:0.0067, rT:0.4645 +24-08-12 16:19:22.468 : ../models/spf_lut_sam1x5 | Iter:247800, Sample:1529600, GPixel:2.77e-03, dT:0.0031, rT:0.4484 +24-08-12 16:20:14.854 : ../models/spf_lut_sam1x5 | Iter:247900, Sample:1532800, GPixel:2.77e-03, dT:0.0029, rT:0.4477 +24-08-12 16:21:07.245 : ../models/spf_lut_sam1x5 | Iter:248000, Sample:1536000, GPixel:2.70e-03, dT:0.0029, rT:0.4476 +24-08-12 16:21:07.284 : Checkpoint saved 248000 +24-08-12 16:21:07.857 : Iter 248000 | Dataset Set5 | AVG Val PSNR: 31.117040 +24-08-12 16:21:10.404 : Iter 248000 | Dataset Set14 | AVG Val PSNR: 27.925995 +24-08-12 16:22:02.782 : ../models/spf_lut_sam1x5 | Iter:248100, Sample:1539200, GPixel:2.85e-03, dT:0.0029, rT:0.4472 +24-08-12 16:22:55.166 : ../models/spf_lut_sam1x5 | Iter:248200, Sample:1542400, GPixel:2.70e-03, dT:0.0029, rT:0.4469 +24-08-12 16:23:47.552 : ../models/spf_lut_sam1x5 | Iter:248300, Sample:1545600, GPixel:2.71e-03, dT:0.0029, rT:0.4470 +24-08-12 16:24:39.935 : ../models/spf_lut_sam1x5 | Iter:248400, Sample:1548800, GPixel:2.72e-03, dT:0.0029, rT:0.4479 +24-08-12 16:25:33.264 : ../models/spf_lut_sam1x5 | Iter:248500, Sample:1552000, GPixel:2.65e-03, dT:0.0043, rT:0.4550 +24-08-12 16:26:27.051 : ../models/spf_lut_sam1x5 | Iter:248600, Sample:1555200, GPixel:2.69e-03, dT:0.0048, rT:0.4592 +24-08-12 16:27:19.455 : ../models/spf_lut_sam1x5 | Iter:248700, Sample:1558400, GPixel:2.70e-03, dT:0.0030, rT:0.4481 +24-08-12 16:28:11.834 : ../models/spf_lut_sam1x5 | Iter:248800, Sample:1561600, GPixel:2.76e-03, dT:0.0029, rT:0.4471 +24-08-12 16:29:04.222 : ../models/spf_lut_sam1x5 | Iter:248900, Sample:1564800, GPixel:2.59e-03, dT:0.0029, rT:0.4473 +24-08-12 16:29:56.593 : ../models/spf_lut_sam1x5 | Iter:249000, Sample:1568000, GPixel:2.66e-03, dT:0.0028, rT:0.4476 +24-08-12 16:30:48.971 : ../models/spf_lut_sam1x5 | Iter:249100, Sample:1571200, GPixel:2.72e-03, dT:0.0029, rT:0.4480 +24-08-12 16:31:41.358 : ../models/spf_lut_sam1x5 | Iter:249200, Sample:1574400, GPixel:2.73e-03, dT:0.0029, rT:0.4480 +24-08-12 16:32:33.757 : ../models/spf_lut_sam1x5 | Iter:249300, Sample:1577600, GPixel:2.78e-03, dT:0.0031, rT:0.4468 +24-08-12 16:33:28.012 : ../models/spf_lut_sam1x5 | Iter:249400, Sample:1580800, GPixel:2.56e-03, dT:0.0065, rT:0.4600 +24-08-12 16:34:20.489 : ../models/spf_lut_sam1x5 | Iter:249500, Sample:1584000, GPixel:2.77e-03, dT:0.0034, rT:0.4485 +24-08-12 16:35:12.888 : ../models/spf_lut_sam1x5 | Iter:249600, Sample:1587200, GPixel:2.70e-03, dT:0.0031, rT:0.4478 +24-08-12 16:36:05.274 : ../models/spf_lut_sam1x5 | Iter:249700, Sample:1590400, GPixel:2.69e-03, dT:0.0029, rT:0.4478 +24-08-12 16:36:57.665 : ../models/spf_lut_sam1x5 | Iter:249800, Sample:1593600, GPixel:2.51e-03, dT:0.0030, rT:0.4477 +24-08-12 16:37:50.046 : ../models/spf_lut_sam1x5 | Iter:249900, Sample:1596800, GPixel:2.76e-03, dT:0.0029, rT:0.4476 +24-08-12 16:38:42.428 : ../models/spf_lut_sam1x5 | Iter:250000, Sample:1600000, GPixel:2.76e-03, dT:0.0029, rT:0.4487 +24-08-12 16:38:42.467 : Checkpoint saved 250000 +24-08-12 16:38:43.038 : Iter 250000 | Dataset Set5 | AVG Val PSNR: 31.015181 +24-08-12 16:38:45.634 : Iter 250000 | Dataset Set14 | AVG Val PSNR: 27.881664 +24-08-12 16:39:38.008 : ../models/spf_lut_sam1x5 | Iter:250100, Sample:1603200, GPixel:2.84e-03, dT:0.0028, rT:0.4481 +24-08-12 16:40:30.408 : ../models/spf_lut_sam1x5 | Iter:250200, Sample:1606400, GPixel:2.80e-03, dT:0.0030, rT:0.4474 +24-08-12 16:41:24.751 : ../models/spf_lut_sam1x5 | Iter:250300, Sample:1609600, GPixel:2.62e-03, dT:0.0061, rT:0.4626 +24-08-12 16:42:17.140 : ../models/spf_lut_sam1x5 | Iter:250400, Sample:1612800, GPixel:2.66e-03, dT:0.0029, rT:0.4477 +24-08-12 16:43:09.525 : ../models/spf_lut_sam1x5 | Iter:250500, Sample:1616000, GPixel:2.78e-03, dT:0.0029, rT:0.4473 +24-08-12 16:44:01.914 : ../models/spf_lut_sam1x5 | Iter:250600, Sample:1619200, GPixel:2.72e-03, dT:0.0029, rT:0.4478 +24-08-12 16:44:54.307 : ../models/spf_lut_sam1x5 | Iter:250700, Sample:1622400, GPixel:2.66e-03, dT:0.0030, rT:0.4480 +24-08-12 16:45:46.684 : ../models/spf_lut_sam1x5 | Iter:250800, Sample:1625600, GPixel:2.72e-03, dT:0.0029, rT:0.4470 +24-08-12 16:46:39.072 : ../models/spf_lut_sam1x5 | Iter:250900, Sample:1628800, GPixel:2.76e-03, dT:0.0030, rT:0.4474 +24-08-12 16:47:31.448 : ../models/spf_lut_sam1x5 | Iter:251000, Sample:1632000, GPixel:2.64e-03, dT:0.0028, rT:0.4477 +24-08-12 16:48:25.161 : ../models/spf_lut_sam1x5 | Iter:251100, Sample:1635200, GPixel:2.60e-03, dT:0.0043, rT:0.4587 +24-08-12 16:49:18.246 : ../models/spf_lut_sam1x5 | Iter:251200, Sample:1638400, GPixel:2.69e-03, dT:0.0043, rT:0.4526 +24-08-12 16:50:10.632 : ../models/spf_lut_sam1x5 | Iter:251300, Sample:1641600, GPixel:2.85e-03, dT:0.0030, rT:0.4469 +24-08-12 16:51:03.032 : ../models/spf_lut_sam1x5 | Iter:251400, Sample:1644800, GPixel:2.68e-03, dT:0.0030, rT:0.4482 +24-08-12 16:51:55.416 : ../models/spf_lut_sam1x5 | Iter:251500, Sample:1648000, GPixel:2.66e-03, dT:0.0029, rT:0.4476 +24-08-12 16:52:47.810 : ../models/spf_lut_sam1x5 | Iter:251600, Sample:1651200, GPixel:2.73e-03, dT:0.0030, rT:0.4471 +24-08-12 16:53:40.200 : ../models/spf_lut_sam1x5 | Iter:251700, Sample:1654400, GPixel:2.83e-03, dT:0.0029, rT:0.4477 +24-08-12 16:54:32.594 : ../models/spf_lut_sam1x5 | Iter:251800, Sample:1657600, GPixel:2.68e-03, dT:0.0030, rT:0.4473 +24-08-12 16:55:24.989 : ../models/spf_lut_sam1x5 | Iter:251900, Sample:1660800, GPixel:2.76e-03, dT:0.0029, rT:0.4480 +24-08-12 16:56:19.442 : ../models/spf_lut_sam1x5 | Iter:252000, Sample:1664000, GPixel:2.67e-03, dT:0.0060, rT:0.4646 +24-08-12 16:56:19.498 : Checkpoint saved 252000 +24-08-12 16:56:20.067 : Iter 252000 | Dataset Set5 | AVG Val PSNR: 30.974890 +24-08-12 16:56:22.727 : Iter 252000 | Dataset Set14 | AVG Val PSNR: 27.848510 +24-08-12 16:57:15.129 : ../models/spf_lut_sam1x5 | Iter:252100, Sample:1667200, GPixel:2.80e-03, dT:0.0030, rT:0.4485 +24-08-12 16:58:07.526 : ../models/spf_lut_sam1x5 | Iter:252200, Sample:1670400, GPixel:2.82e-03, dT:0.0030, rT:0.4487 +24-08-12 16:58:59.932 : ../models/spf_lut_sam1x5 | Iter:252300, Sample:1673600, GPixel:2.75e-03, dT:0.0030, rT:0.4480 +24-08-12 16:59:52.348 : ../models/spf_lut_sam1x5 | Iter:252400, Sample:1676800, GPixel:2.64e-03, dT:0.0030, rT:0.4483 +24-08-12 17:00:44.730 : ../models/spf_lut_sam1x5 | Iter:252500, Sample:1680000, GPixel:2.73e-03, dT:0.0029, rT:0.4480 +24-08-12 17:01:37.127 : ../models/spf_lut_sam1x5 | Iter:252600, Sample:1683200, GPixel:2.75e-03, dT:0.0030, rT:0.4482 +24-08-12 17:02:29.527 : ../models/spf_lut_sam1x5 | Iter:252700, Sample:1686400, GPixel:2.77e-03, dT:0.0030, rT:0.4481 +24-08-12 17:03:22.034 : ../models/spf_lut_sam1x5 | Iter:252800, Sample:1689600, GPixel:2.81e-03, dT:0.0032, rT:0.4488 +24-08-12 17:04:15.739 : ../models/spf_lut_sam1x5 | Iter:252900, Sample:1692800, GPixel:2.66e-03, dT:0.0061, rT:0.4575 +24-08-12 17:05:08.138 : ../models/spf_lut_sam1x5 | Iter:253000, Sample:1696000, GPixel:2.77e-03, dT:0.0030, rT:0.4477 +24-08-12 17:06:00.533 : ../models/spf_lut_sam1x5 | Iter:253100, Sample:1699200, GPixel:2.81e-03, dT:0.0030, rT:0.4480 +24-08-12 17:06:52.930 : ../models/spf_lut_sam1x5 | Iter:253200, Sample:1702400, GPixel:2.74e-03, dT:0.0030, rT:0.4485 +24-08-12 17:07:45.309 : ../models/spf_lut_sam1x5 | Iter:253300, Sample:1705600, GPixel:2.82e-03, dT:0.0028, rT:0.4477 +24-08-12 17:08:37.701 : ../models/spf_lut_sam1x5 | Iter:253400, Sample:1708800, GPixel:2.66e-03, dT:0.0030, rT:0.4477 +24-08-12 17:09:30.092 : ../models/spf_lut_sam1x5 | Iter:253500, Sample:1712000, GPixel:2.75e-03, dT:0.0030, rT:0.4481 +24-08-12 17:10:22.485 : ../models/spf_lut_sam1x5 | Iter:253600, Sample:1715200, GPixel:2.61e-03, dT:0.0030, rT:0.4482 +24-08-12 17:11:16.426 : ../models/spf_lut_sam1x5 | Iter:253700, Sample:1718400, GPixel:2.67e-03, dT:0.0054, rT:0.4591 +24-08-12 17:12:09.573 : ../models/spf_lut_sam1x5 | Iter:253800, Sample:1721600, GPixel:2.73e-03, dT:0.0039, rT:0.4553 +24-08-12 17:13:01.962 : ../models/spf_lut_sam1x5 | Iter:253900, Sample:1724800, GPixel:2.57e-03, dT:0.0029, rT:0.4482 +24-08-12 17:13:54.349 : ../models/spf_lut_sam1x5 | Iter:254000, Sample:1728000, GPixel:2.81e-03, dT:0.0029, rT:0.4471 +24-08-12 17:13:54.388 : Checkpoint saved 254000 +24-08-12 17:13:54.966 : Iter 254000 | Dataset Set5 | AVG Val PSNR: 31.088096 +24-08-12 17:13:57.469 : Iter 254000 | Dataset Set14 | AVG Val PSNR: 27.917802 +24-08-12 17:14:49.880 : ../models/spf_lut_sam1x5 | Iter:254100, Sample:1731200, GPixel:2.74e-03, dT:0.0030, rT:0.4485 +24-08-12 17:15:42.259 : ../models/spf_lut_sam1x5 | Iter:254200, Sample:1734400, GPixel:2.79e-03, dT:0.0029, rT:0.4474 +24-08-12 17:16:34.644 : ../models/spf_lut_sam1x5 | Iter:254300, Sample:1737600, GPixel:2.73e-03, dT:0.0029, rT:0.4479 +24-08-12 17:17:27.042 : ../models/spf_lut_sam1x5 | Iter:254400, Sample:1740800, GPixel:2.73e-03, dT:0.0031, rT:0.4473 +24-08-12 17:18:19.432 : ../models/spf_lut_sam1x5 | Iter:254500, Sample:1744000, GPixel:2.69e-03, dT:0.0030, rT:0.4477 +24-08-12 17:19:13.928 : ../models/spf_lut_sam1x5 | Iter:254600, Sample:1747200, GPixel:2.67e-03, dT:0.0053, rT:0.4659 +24-08-12 17:20:06.335 : ../models/spf_lut_sam1x5 | Iter:254700, Sample:1750400, GPixel:2.76e-03, dT:0.0030, rT:0.4481 +24-08-12 17:20:58.761 : ../models/spf_lut_sam1x5 | Iter:254800, Sample:1753600, GPixel:2.74e-03, dT:0.0032, rT:0.4479 +24-08-12 17:21:51.183 : ../models/spf_lut_sam1x5 | Iter:254900, Sample:1756800, GPixel:2.65e-03, dT:0.0033, rT:0.4476 +24-08-12 17:22:43.579 : ../models/spf_lut_sam1x5 | Iter:255000, Sample:1760000, GPixel:2.70e-03, dT:0.0030, rT:0.4488 +24-08-12 17:23:35.967 : ../models/spf_lut_sam1x5 | Iter:255100, Sample:1763200, GPixel:2.77e-03, dT:0.0029, rT:0.4484 +24-08-12 17:24:28.348 : ../models/spf_lut_sam1x5 | Iter:255200, Sample:1766400, GPixel:2.78e-03, dT:0.0029, rT:0.4473 +24-08-12 17:25:20.727 : ../models/spf_lut_sam1x5 | Iter:255300, Sample:1769600, GPixel:2.63e-03, dT:0.0029, rT:0.4476 +24-08-12 17:26:13.454 : ../models/spf_lut_sam1x5 | Iter:255400, Sample:1772800, GPixel:2.66e-03, dT:0.0038, rT:0.4498 +24-08-12 17:27:07.455 : ../models/spf_lut_sam1x5 | Iter:255500, Sample:1776000, GPixel:2.64e-03, dT:0.0058, rT:0.4605 +24-08-12 17:27:59.844 : ../models/spf_lut_sam1x5 | Iter:255600, Sample:1779200, GPixel:2.65e-03, dT:0.0030, rT:0.4483 +24-08-12 17:28:52.231 : ../models/spf_lut_sam1x5 | Iter:255700, Sample:1782400, GPixel:2.81e-03, dT:0.0029, rT:0.4478 +24-08-12 17:29:44.631 : ../models/spf_lut_sam1x5 | Iter:255800, Sample:1785600, GPixel:2.64e-03, dT:0.0031, rT:0.4486 +24-08-12 17:30:37.019 : ../models/spf_lut_sam1x5 | Iter:255900, Sample:1788800, GPixel:2.61e-03, dT:0.0029, rT:0.4485 +24-08-12 17:31:29.415 : ../models/spf_lut_sam1x5 | Iter:256000, Sample:1792000, GPixel:2.67e-03, dT:0.0030, rT:0.4475 +24-08-12 17:31:29.452 : Checkpoint saved 256000 +24-08-12 17:31:30.033 : Iter 256000 | Dataset Set5 | AVG Val PSNR: 31.029906 +24-08-12 17:31:32.565 : Iter 256000 | Dataset Set14 | AVG Val PSNR: 27.879925 +24-08-12 17:32:24.948 : ../models/spf_lut_sam1x5 | Iter:256100, Sample:1795200, GPixel:2.73e-03, dT:0.0029, rT:0.4471 +24-08-12 17:33:17.336 : ../models/spf_lut_sam1x5 | Iter:256200, Sample:1798400, GPixel:2.66e-03, dT:0.0030, rT:0.4476 +24-08-12 17:34:11.235 : ../models/spf_lut_sam1x5 | Iter:256300, Sample:1801600, GPixel:2.68e-03, dT:0.0058, rT:0.4604 +24-08-12 17:35:03.793 : ../models/spf_lut_sam1x5 | Iter:256400, Sample:1804800, GPixel:2.74e-03, dT:0.0033, rT:0.4484 +24-08-12 17:35:56.183 : ../models/spf_lut_sam1x5 | Iter:256500, Sample:1808000, GPixel:2.72e-03, dT:0.0030, rT:0.4486 +24-08-12 17:36:48.562 : ../models/spf_lut_sam1x5 | Iter:256600, Sample:1811200, GPixel:2.66e-03, dT:0.0029, rT:0.4480 +24-08-12 17:37:40.968 : ../models/spf_lut_sam1x5 | Iter:256700, Sample:1814400, GPixel:2.64e-03, dT:0.0031, rT:0.4486 +24-08-12 17:38:33.359 : ../models/spf_lut_sam1x5 | Iter:256800, Sample:1817600, GPixel:2.69e-03, dT:0.0030, rT:0.4471 +24-08-12 17:39:25.755 : ../models/spf_lut_sam1x5 | Iter:256900, Sample:1820800, GPixel:2.67e-03, dT:0.0030, rT:0.4483 +24-08-12 17:40:18.151 : ../models/spf_lut_sam1x5 | Iter:257000, Sample:1824000, GPixel:2.71e-03, dT:0.0030, rT:0.4480 +24-08-12 17:41:10.546 : ../models/spf_lut_sam1x5 | Iter:257100, Sample:1827200, GPixel:2.78e-03, dT:0.0030, rT:0.4478 +24-08-12 17:42:05.081 : ../models/spf_lut_sam1x5 | Iter:257200, Sample:1830400, GPixel:2.66e-03, dT:0.0063, rT:0.4652 +24-08-12 17:42:57.471 : ../models/spf_lut_sam1x5 | Iter:257300, Sample:1833600, GPixel:2.68e-03, dT:0.0030, rT:0.4481 +24-08-12 17:43:49.859 : ../models/spf_lut_sam1x5 | Iter:257400, Sample:1836800, GPixel:2.72e-03, dT:0.0030, rT:0.4491 +24-08-12 17:44:42.253 : ../models/spf_lut_sam1x5 | Iter:257500, Sample:1840000, GPixel:2.58e-03, dT:0.0030, rT:0.4483 +24-08-12 17:45:34.652 : ../models/spf_lut_sam1x5 | Iter:257600, Sample:1843200, GPixel:2.61e-03, dT:0.0030, rT:0.4482 +24-08-12 17:46:27.042 : ../models/spf_lut_sam1x5 | Iter:257700, Sample:1846400, GPixel:2.66e-03, dT:0.0030, rT:0.4473 +24-08-12 17:47:19.428 : ../models/spf_lut_sam1x5 | Iter:257800, Sample:1849600, GPixel:2.67e-03, dT:0.0030, rT:0.4470 +24-08-12 17:48:11.826 : ../models/spf_lut_sam1x5 | Iter:257900, Sample:1852800, GPixel:2.66e-03, dT:0.0030, rT:0.4481 +24-08-12 17:49:05.142 : ../models/spf_lut_sam1x5 | Iter:258000, Sample:1856000, GPixel:2.78e-03, dT:0.0042, rT:0.4553 +24-08-12 17:49:05.203 : Checkpoint saved 258000 +24-08-12 17:49:06.386 : Iter 258000 | Dataset Set5 | AVG Val PSNR: 31.104346 +24-08-12 17:49:10.596 : Iter 258000 | Dataset Set14 | AVG Val PSNR: 27.923703 +24-08-12 17:50:03.789 : ../models/spf_lut_sam1x5 | Iter:258100, Sample:1859200, GPixel:2.59e-03, dT:0.0043, rT:0.4537 +24-08-12 17:50:56.185 : ../models/spf_lut_sam1x5 | Iter:258200, Sample:1862400, GPixel:2.72e-03, dT:0.0030, rT:0.4478 +24-08-12 17:51:48.573 : ../models/spf_lut_sam1x5 | Iter:258300, Sample:1865600, GPixel:2.82e-03, dT:0.0029, rT:0.4469 +24-08-12 17:52:40.961 : ../models/spf_lut_sam1x5 | Iter:258400, Sample:1868800, GPixel:2.74e-03, dT:0.0029, rT:0.4489 +24-08-12 17:53:33.353 : ../models/spf_lut_sam1x5 | Iter:258500, Sample:1872000, GPixel:2.59e-03, dT:0.0030, rT:0.4483 +24-08-12 17:54:25.736 : ../models/spf_lut_sam1x5 | Iter:258600, Sample:1875200, GPixel:2.67e-03, dT:0.0029, rT:0.4482 +24-08-12 17:55:18.124 : ../models/spf_lut_sam1x5 | Iter:258700, Sample:1878400, GPixel:2.71e-03, dT:0.0030, rT:0.4479 +24-08-12 17:56:10.501 : ../models/spf_lut_sam1x5 | Iter:258800, Sample:1881600, GPixel:2.62e-03, dT:0.0028, rT:0.4478 +24-08-12 17:57:05.014 : ../models/spf_lut_sam1x5 | Iter:258900, Sample:1884800, GPixel:2.75e-03, dT:0.0059, rT:0.4646 +24-08-12 17:57:57.481 : ../models/spf_lut_sam1x5 | Iter:259000, Sample:1888000, GPixel:2.67e-03, dT:0.0033, rT:0.4483 +24-08-12 17:58:49.860 : ../models/spf_lut_sam1x5 | Iter:259100, Sample:1891200, GPixel:2.85e-03, dT:0.0029, rT:0.4474 +24-08-12 17:59:42.223 : ../models/spf_lut_sam1x5 | Iter:259200, Sample:1894400, GPixel:2.66e-03, dT:0.0027, rT:0.4480 +24-08-12 18:00:34.598 : ../models/spf_lut_sam1x5 | Iter:259300, Sample:1897600, GPixel:2.81e-03, dT:0.0028, rT:0.4476 +24-08-12 18:01:26.966 : ../models/spf_lut_sam1x5 | Iter:259400, Sample:1900800, GPixel:2.62e-03, dT:0.0028, rT:0.4483 +24-08-12 18:02:19.368 : ../models/spf_lut_sam1x5 | Iter:259500, Sample:1904000, GPixel:2.57e-03, dT:0.0029, rT:0.4483 +24-08-12 18:03:11.768 : ../models/spf_lut_sam1x5 | Iter:259600, Sample:1907200, GPixel:2.72e-03, dT:0.0030, rT:0.4478 +24-08-12 18:04:04.160 : ../models/spf_lut_sam1x5 | Iter:259700, Sample:1910400, GPixel:2.76e-03, dT:0.0030, rT:0.4479 +24-08-12 18:04:58.451 : ../models/spf_lut_sam1x5 | Iter:259800, Sample:1913600, GPixel:2.78e-03, dT:0.0067, rT:0.4625 +24-08-12 18:05:50.836 : ../models/spf_lut_sam1x5 | Iter:259900, Sample:1916800, GPixel:2.57e-03, dT:0.0029, rT:0.4478 +24-08-12 18:06:43.227 : ../models/spf_lut_sam1x5 | Iter:260000, Sample:1920000, GPixel:2.69e-03, dT:0.0030, rT:0.4481 +24-08-12 18:06:43.266 : Checkpoint saved 260000 +24-08-12 18:06:43.836 : Iter 260000 | Dataset Set5 | AVG Val PSNR: 31.112029 +24-08-12 18:06:46.385 : Iter 260000 | Dataset Set14 | AVG Val PSNR: 27.934889 +24-08-12 18:07:38.767 : ../models/spf_lut_sam1x5 | Iter:260100, Sample:1923200, GPixel:2.74e-03, dT:0.0029, rT:0.4487 +24-08-12 18:08:31.151 : ../models/spf_lut_sam1x5 | Iter:260200, Sample:1926400, GPixel:2.69e-03, dT:0.0029, rT:0.4477 +24-08-12 18:09:23.538 : ../models/spf_lut_sam1x5 | Iter:260300, Sample:1929600, GPixel:2.66e-03, dT:0.0029, rT:0.4486 +24-08-12 18:10:15.912 : ../models/spf_lut_sam1x5 | Iter:260400, Sample:1932800, GPixel:2.63e-03, dT:0.0028, rT:0.4476 +24-08-12 18:11:08.293 : ../models/spf_lut_sam1x5 | Iter:260500, Sample:1936000, GPixel:2.73e-03, dT:0.0029, rT:0.4477 +24-08-12 18:12:02.033 : ../models/spf_lut_sam1x5 | Iter:260600, Sample:1939200, GPixel:2.67e-03, dT:0.0046, rT:0.4587 +24-08-12 18:12:55.142 : ../models/spf_lut_sam1x5 | Iter:260700, Sample:1942400, GPixel:2.84e-03, dT:0.0040, rT:0.4529 +24-08-12 18:13:47.526 : ../models/spf_lut_sam1x5 | Iter:260800, Sample:1945600, GPixel:2.63e-03, dT:0.0029, rT:0.4477 +24-08-12 18:14:39.924 : ../models/spf_lut_sam1x5 | Iter:260900, Sample:1948800, GPixel:2.71e-03, dT:0.0030, rT:0.4488 +24-08-12 18:15:32.328 : ../models/spf_lut_sam1x5 | Iter:261000, Sample:1952000, GPixel:2.61e-03, dT:0.0031, rT:0.4478 +24-08-12 18:16:24.718 : ../models/spf_lut_sam1x5 | Iter:261100, Sample:1955200, GPixel:2.69e-03, dT:0.0030, rT:0.4481 +24-08-12 18:17:17.108 : ../models/spf_lut_sam1x5 | Iter:261200, Sample:1958400, GPixel:2.78e-03, dT:0.0030, rT:0.4480 +24-08-12 18:18:09.507 : ../models/spf_lut_sam1x5 | Iter:261300, Sample:1961600, GPixel:2.63e-03, dT:0.0030, rT:0.4487 +24-08-12 18:19:01.923 : ../models/spf_lut_sam1x5 | Iter:261400, Sample:1964800, GPixel:2.76e-03, dT:0.0031, rT:0.4481 +24-08-12 18:19:56.297 : ../models/spf_lut_sam1x5 | Iter:261500, Sample:1968000, GPixel:2.76e-03, dT:0.0058, rT:0.4639 +24-08-12 18:20:48.803 : ../models/spf_lut_sam1x5 | Iter:261600, Sample:1971200, GPixel:2.69e-03, dT:0.0032, rT:0.4488 +24-08-12 18:21:41.253 : ../models/spf_lut_sam1x5 | Iter:261700, Sample:1974400, GPixel:2.67e-03, dT:0.0030, rT:0.4485 +24-08-12 18:22:33.698 : ../models/spf_lut_sam1x5 | Iter:261800, Sample:1977600, GPixel:2.68e-03, dT:0.0029, rT:0.4485 +24-08-12 18:23:26.146 : ../models/spf_lut_sam1x5 | Iter:261900, Sample:1980800, GPixel:2.78e-03, dT:0.0030, rT:0.4485 +24-08-12 18:24:18.605 : ../models/spf_lut_sam1x5 | Iter:262000, Sample:1984000, GPixel:2.73e-03, dT:0.0030, rT:0.4480 +24-08-12 18:24:18.642 : Checkpoint saved 262000 +24-08-12 18:24:19.213 : Iter 262000 | Dataset Set5 | AVG Val PSNR: 31.046335 +24-08-12 18:24:21.733 : Iter 262000 | Dataset Set14 | AVG Val PSNR: 27.905552 +24-08-12 18:25:14.120 : ../models/spf_lut_sam1x5 | Iter:262100, Sample:1987200, GPixel:2.71e-03, dT:0.0029, rT:0.4479 +24-08-12 18:26:06.524 : ../models/spf_lut_sam1x5 | Iter:262200, Sample:1990400, GPixel:2.58e-03, dT:0.0030, rT:0.4472 +24-08-12 18:26:59.322 : ../models/spf_lut_sam1x5 | Iter:262300, Sample:1993600, GPixel:2.77e-03, dT:0.0036, rT:0.4510 +24-08-12 18:27:53.052 : ../models/spf_lut_sam1x5 | Iter:262400, Sample:1996800, GPixel:2.62e-03, dT:0.0055, rT:0.4566 +24-08-12 18:28:45.450 : ../models/spf_lut_sam1x5 | Iter:262500, Sample:2000000, GPixel:2.64e-03, dT:0.0030, rT:0.4481 +24-08-12 18:29:37.838 : ../models/spf_lut_sam1x5 | Iter:262600, Sample:2003200, GPixel:2.70e-03, dT:0.0030, rT:0.4476 +24-08-12 18:30:30.224 : ../models/spf_lut_sam1x5 | Iter:262700, Sample:2006400, GPixel:2.63e-03, dT:0.0029, rT:0.4477 +24-08-12 18:31:22.613 : ../models/spf_lut_sam1x5 | Iter:262800, Sample:2009600, GPixel:2.68e-03, dT:0.0030, rT:0.4482 +24-08-12 18:32:15.004 : ../models/spf_lut_sam1x5 | Iter:262900, Sample:2012800, GPixel:2.70e-03, dT:0.0030, rT:0.4480 +24-08-12 18:33:07.383 : ../models/spf_lut_sam1x5 | Iter:263000, Sample:2016000, GPixel:2.67e-03, dT:0.0028, rT:0.4476 +24-08-12 18:33:59.758 : ../models/spf_lut_sam1x5 | Iter:263100, Sample:2019200, GPixel:2.80e-03, dT:0.0028, rT:0.4481 +24-08-12 18:34:53.664 : ../models/spf_lut_sam1x5 | Iter:263200, Sample:2022400, GPixel:2.72e-03, dT:0.0048, rT:0.4613 +24-08-12 18:35:46.433 : ../models/spf_lut_sam1x5 | Iter:263300, Sample:2025600, GPixel:2.69e-03, dT:0.0040, rT:0.4493 +24-08-12 18:36:38.824 : ../models/spf_lut_sam1x5 | Iter:263400, Sample:2028800, GPixel:2.70e-03, dT:0.0030, rT:0.4470 +24-08-12 18:37:31.216 : ../models/spf_lut_sam1x5 | Iter:263500, Sample:2032000, GPixel:2.69e-03, dT:0.0030, rT:0.4474 +24-08-12 18:38:23.627 : ../models/spf_lut_sam1x5 | Iter:263600, Sample:2035200, GPixel:2.74e-03, dT:0.0031, rT:0.4476 +24-08-12 18:39:16.010 : ../models/spf_lut_sam1x5 | Iter:263700, Sample:2038400, GPixel:2.64e-03, dT:0.0029, rT:0.4474 +24-08-12 18:40:08.390 : ../models/spf_lut_sam1x5 | Iter:263800, Sample:2041600, GPixel:2.72e-03, dT:0.0029, rT:0.4476 +24-08-12 18:41:00.787 : ../models/spf_lut_sam1x5 | Iter:263900, Sample:2044800, GPixel:2.75e-03, dT:0.0030, rT:0.4474 +24-08-12 18:41:53.171 : ../models/spf_lut_sam1x5 | Iter:264000, Sample:2048000, GPixel:2.74e-03, dT:0.0029, rT:0.4478 +24-08-12 18:41:53.209 : Checkpoint saved 264000 +24-08-12 18:41:53.782 : Iter 264000 | Dataset Set5 | AVG Val PSNR: 31.060973 +24-08-12 18:41:56.328 : Iter 264000 | Dataset Set14 | AVG Val PSNR: 27.914655 +24-08-12 18:42:51.015 : ../models/spf_lut_sam1x5 | Iter:264100, Sample:2051200, GPixel:2.70e-03, dT:0.0059, rT:0.4666 +24-08-12 18:43:43.408 : ../models/spf_lut_sam1x5 | Iter:264200, Sample:2054400, GPixel:2.79e-03, dT:0.0030, rT:0.4480 +24-08-12 18:44:35.795 : ../models/spf_lut_sam1x5 | Iter:264300, Sample:2057600, GPixel:2.71e-03, dT:0.0029, rT:0.4482 +24-08-12 18:45:28.176 : ../models/spf_lut_sam1x5 | Iter:264400, Sample:2060800, GPixel:2.77e-03, dT:0.0029, rT:0.4478 +24-08-12 18:46:20.557 : ../models/spf_lut_sam1x5 | Iter:264500, Sample:2064000, GPixel:2.73e-03, dT:0.0029, rT:0.4482 +24-08-12 18:47:12.924 : ../models/spf_lut_sam1x5 | Iter:264600, Sample:2067200, GPixel:2.66e-03, dT:0.0028, rT:0.4479 +24-08-12 18:48:05.313 : ../models/spf_lut_sam1x5 | Iter:264700, Sample:2070400, GPixel:2.65e-03, dT:0.0029, rT:0.4482 +24-08-12 18:48:57.719 : ../models/spf_lut_sam1x5 | Iter:264800, Sample:2073600, GPixel:2.63e-03, dT:0.0030, rT:0.4486 +24-08-12 18:49:50.741 : ../models/spf_lut_sam1x5 | Iter:264900, Sample:2076800, GPixel:2.81e-03, dT:0.0036, rT:0.4529 +24-08-12 18:50:44.313 : ../models/spf_lut_sam1x5 | Iter:265000, Sample:2080000, GPixel:2.62e-03, dT:0.0052, rT:0.4575 +24-08-12 18:51:36.699 : ../models/spf_lut_sam1x5 | Iter:265100, Sample:2083200, GPixel:2.69e-03, dT:0.0030, rT:0.4472 +24-08-12 18:52:29.082 : ../models/spf_lut_sam1x5 | Iter:265200, Sample:2086400, GPixel:2.61e-03, dT:0.0029, rT:0.4470 +24-08-12 18:53:21.480 : ../models/spf_lut_sam1x5 | Iter:265300, Sample:2089600, GPixel:2.71e-03, dT:0.0030, rT:0.4483 +24-08-12 18:54:13.873 : ../models/spf_lut_sam1x5 | Iter:265400, Sample:2092800, GPixel:2.74e-03, dT:0.0030, rT:0.4479 +24-08-12 18:55:06.262 : ../models/spf_lut_sam1x5 | Iter:265500, Sample:2096000, GPixel:2.68e-03, dT:0.0030, rT:0.4476 +24-08-12 18:55:58.664 : ../models/spf_lut_sam1x5 | Iter:265600, Sample:2099200, GPixel:2.65e-03, dT:0.0030, rT:0.4471 +24-08-12 18:56:51.055 : ../models/spf_lut_sam1x5 | Iter:265700, Sample:2102400, GPixel:2.59e-03, dT:0.0030, rT:0.4475 +24-08-12 18:57:45.580 : ../models/spf_lut_sam1x5 | Iter:265800, Sample:2105600, GPixel:2.66e-03, dT:0.0053, rT:0.4620 +24-08-12 18:58:38.041 : ../models/spf_lut_sam1x5 | Iter:265900, Sample:2108800, GPixel:2.69e-03, dT:0.0033, rT:0.4481 +24-08-12 18:59:30.434 : ../models/spf_lut_sam1x5 | Iter:266000, Sample:2112000, GPixel:2.56e-03, dT:0.0030, rT:0.4482 +24-08-12 18:59:30.472 : Checkpoint saved 266000 +24-08-12 18:59:31.050 : Iter 266000 | Dataset Set5 | AVG Val PSNR: 31.065750 +24-08-12 18:59:33.610 : Iter 266000 | Dataset Set14 | AVG Val PSNR: 27.907176 +24-08-12 19:00:26.019 : ../models/spf_lut_sam1x5 | Iter:266100, Sample:2115200, GPixel:2.68e-03, dT:0.0031, rT:0.4478 +24-08-12 19:01:18.404 : ../models/spf_lut_sam1x5 | Iter:266200, Sample:2118400, GPixel:2.85e-03, dT:0.0029, rT:0.4480 +24-08-12 19:02:10.791 : ../models/spf_lut_sam1x5 | Iter:266300, Sample:2121600, GPixel:2.60e-03, dT:0.0029, rT:0.4476 +24-08-12 19:03:03.167 : ../models/spf_lut_sam1x5 | Iter:266400, Sample:2124800, GPixel:2.64e-03, dT:0.0029, rT:0.4477 +24-08-12 19:03:55.541 : ../models/spf_lut_sam1x5 | Iter:266500, Sample:2128000, GPixel:2.82e-03, dT:0.0028, rT:0.4472 +24-08-12 19:04:47.914 : ../models/spf_lut_sam1x5 | Iter:266600, Sample:2131200, GPixel:2.68e-03, dT:0.0028, rT:0.4479 +24-08-12 19:05:41.989 : ../models/spf_lut_sam1x5 | Iter:266700, Sample:2134400, GPixel:2.81e-03, dT:0.0051, rT:0.4614 +24-08-12 19:06:34.375 : ../models/spf_lut_sam1x5 | Iter:266800, Sample:2137600, GPixel:2.56e-03, dT:0.0030, rT:0.4472 +24-08-12 19:07:26.752 : ../models/spf_lut_sam1x5 | Iter:266900, Sample:2140800, GPixel:2.64e-03, dT:0.0029, rT:0.4476 +24-08-12 19:08:19.128 : ../models/spf_lut_sam1x5 | Iter:267000, Sample:2144000, GPixel:2.66e-03, dT:0.0028, rT:0.4479 +24-08-12 19:09:11.507 : ../models/spf_lut_sam1x5 | Iter:267100, Sample:2147200, GPixel:2.73e-03, dT:0.0029, rT:0.4477 +24-08-12 19:10:03.886 : ../models/spf_lut_sam1x5 | Iter:267200, Sample:2150400, GPixel:2.71e-03, dT:0.0029, rT:0.4478 +24-08-12 19:10:56.274 : ../models/spf_lut_sam1x5 | Iter:267300, Sample:2153600, GPixel:2.71e-03, dT:0.0029, rT:0.4477 +24-08-12 19:11:48.683 : ../models/spf_lut_sam1x5 | Iter:267400, Sample:2156800, GPixel:2.69e-03, dT:0.0031, rT:0.4479 +24-08-12 19:12:41.974 : ../models/spf_lut_sam1x5 | Iter:267500, Sample:2160000, GPixel:2.70e-03, dT:0.0046, rT:0.4549 +24-08-12 19:13:35.338 : ../models/spf_lut_sam1x5 | Iter:267600, Sample:2163200, GPixel:2.67e-03, dT:0.0043, rT:0.4560 +24-08-12 19:14:27.725 : ../models/spf_lut_sam1x5 | Iter:267700, Sample:2166400, GPixel:2.81e-03, dT:0.0030, rT:0.4478 +24-08-12 19:15:20.126 : ../models/spf_lut_sam1x5 | Iter:267800, Sample:2169600, GPixel:2.84e-03, dT:0.0029, rT:0.4482 +24-08-12 19:16:12.510 : ../models/spf_lut_sam1x5 | Iter:267900, Sample:2172800, GPixel:2.79e-03, dT:0.0029, rT:0.4481 +24-08-12 19:17:04.893 : ../models/spf_lut_sam1x5 | Iter:268000, Sample:2176000, GPixel:2.64e-03, dT:0.0029, rT:0.4473 +24-08-12 19:17:04.932 : Checkpoint saved 268000 +24-08-12 19:17:05.517 : Iter 268000 | Dataset Set5 | AVG Val PSNR: 31.095412 +24-08-12 19:17:07.962 : Iter 268000 | Dataset Set14 | AVG Val PSNR: 27.928933 +24-08-12 19:18:00.354 : ../models/spf_lut_sam1x5 | Iter:268100, Sample:2179200, GPixel:2.67e-03, dT:0.0030, rT:0.4477 +24-08-12 19:18:52.749 : ../models/spf_lut_sam1x5 | Iter:268200, Sample:2182400, GPixel:2.69e-03, dT:0.0030, rT:0.4474 +24-08-12 19:19:45.126 : ../models/spf_lut_sam1x5 | Iter:268300, Sample:2185600, GPixel:2.69e-03, dT:0.0029, rT:0.4482 +24-08-12 19:20:39.576 : ../models/spf_lut_sam1x5 | Iter:268400, Sample:2188800, GPixel:2.65e-03, dT:0.0068, rT:0.4632 +24-08-12 19:21:32.004 : ../models/spf_lut_sam1x5 | Iter:268500, Sample:2192000, GPixel:2.71e-03, dT:0.0031, rT:0.4481 +24-08-12 19:22:24.395 : ../models/spf_lut_sam1x5 | Iter:268600, Sample:2195200, GPixel:2.69e-03, dT:0.0030, rT:0.4473 +24-08-12 19:23:16.779 : ../models/spf_lut_sam1x5 | Iter:268700, Sample:2198400, GPixel:2.53e-03, dT:0.0029, rT:0.4476 +24-08-12 19:24:09.164 : ../models/spf_lut_sam1x5 | Iter:268800, Sample:2201600, GPixel:2.68e-03, dT:0.0029, rT:0.4481 +24-08-12 19:25:01.569 : ../models/spf_lut_sam1x5 | Iter:268900, Sample:2204800, GPixel:2.76e-03, dT:0.0031, rT:0.4481 +24-08-18 21:18:02.233 : None +24-08-18 21:20:57.067 : None +24-08-18 21:21:44.360 : None +24-08-18 21:22:58.053 : ../models/spf_lut_sam1x5/ | Iter:268100, Sample: 1600, GPixel:2.78e-03, dT:0.0100, rT:0.3825 +24-08-18 21:23:39.816 : ../models/spf_lut_sam1x5/ | Iter:268200, Sample: 3200, GPixel:2.69e-03, dT:0.0031, rT:0.3342 +24-08-18 21:24:24.556 : ../models/spf_lut_sam1x5/ | Iter:268300, Sample: 4800, GPixel:2.82e-03, dT:0.0031, rT:0.3582 +24-08-18 21:25:10.583 : ../models/spf_lut_sam1x5/ | Iter:268400, Sample: 6400, GPixel:2.64e-03, dT:0.0032, rT:0.3676 +24-08-18 21:25:56.929 : ../models/spf_lut_sam1x5/ | Iter:268500, Sample: 8000, GPixel:2.85e-03, dT:0.0031, rT:0.3710 +24-08-18 21:26:43.451 : ../models/spf_lut_sam1x5/ | Iter:268600, Sample: 9600, GPixel:2.74e-03, dT:0.0031, rT:0.3722 +24-08-18 21:27:29.922 : ../models/spf_lut_sam1x5/ | Iter:268700, Sample: 11200, GPixel:2.93e-03, dT:0.0031, rT:0.3716 +24-08-18 21:28:16.339 : ../models/spf_lut_sam1x5/ | Iter:268800, Sample: 12800, GPixel:2.74e-03, dT:0.0031, rT:0.3717 +24-08-18 21:29:02.809 : ../models/spf_lut_sam1x5/ | Iter:268900, Sample: 14400, GPixel:2.67e-03, dT:0.0032, rT:0.3712 +24-08-18 21:29:49.149 : ../models/spf_lut_sam1x5/ | Iter:269000, Sample: 16000, GPixel:2.71e-03, dT:0.0032, rT:0.3702 +24-08-18 21:30:35.419 : ../models/spf_lut_sam1x5/ | Iter:269100, Sample: 17600, GPixel:2.75e-03, dT:0.0032, rT:0.3696 +24-08-18 21:31:21.689 : ../models/spf_lut_sam1x5/ | Iter:269200, Sample: 19200, GPixel:2.67e-03, dT:0.0032, rT:0.3696 +24-08-18 21:32:07.916 : ../models/spf_lut_sam1x5/ | Iter:269300, Sample: 20800, GPixel:2.71e-03, dT:0.0031, rT:0.3693 +24-08-18 21:32:54.191 : ../models/spf_lut_sam1x5/ | Iter:269400, Sample: 22400, GPixel:2.61e-03, dT:0.0031, rT:0.3696 +24-08-18 21:33:40.353 : ../models/spf_lut_sam1x5/ | Iter:269500, Sample: 24000, GPixel:2.95e-03, dT:0.0032, rT:0.3687 +24-08-18 21:34:26.360 : ../models/spf_lut_sam1x5/ | Iter:269600, Sample: 25600, GPixel:2.53e-03, dT:0.0032, rT:0.3675 +24-08-18 21:35:12.297 : ../models/spf_lut_sam1x5/ | Iter:269700, Sample: 27200, GPixel:2.65e-03, dT:0.0032, rT:0.3672 +24-08-18 21:35:58.227 : ../models/spf_lut_sam1x5/ | Iter:269800, Sample: 28800, GPixel:2.58e-03, dT:0.0033, rT:0.3674 +24-08-18 21:36:44.036 : ../models/spf_lut_sam1x5/ | Iter:269900, Sample: 30400, GPixel:2.64e-03, dT:0.0032, rT:0.3658 +24-08-18 21:37:29.769 : ../models/spf_lut_sam1x5/ | Iter:270000, Sample: 32000, GPixel:2.64e-03, dT:0.0033, rT:0.3652 +24-08-18 21:37:29.884 : Checkpoint saved 270000 +24-08-18 21:37:35.606 : Iter 270000 | Dataset Set5 | AVG Val PSNR: 31.095962 +24-08-18 21:37:49.531 : Iter 270000 | Dataset Set14 | AVG Val PSNR: 27.914672 +24-08-18 21:38:34.094 : ../models/spf_lut_sam1x5/ | Iter:270100, Sample: 33600, GPixel:2.66e-03, dT:0.0033, rT:0.3559 +24-08-18 21:39:19.770 : ../models/spf_lut_sam1x5/ | Iter:270200, Sample: 35200, GPixel:2.72e-03, dT:0.0032, rT:0.3649 +24-08-18 21:40:05.823 : ../models/spf_lut_sam1x5/ | Iter:270300, Sample: 36800, GPixel:2.82e-03, dT:0.0032, rT:0.3679 +24-08-18 21:40:51.843 : ../models/spf_lut_sam1x5/ | Iter:270400, Sample: 38400, GPixel:2.74e-03, dT:0.0031, rT:0.3676 +24-08-18 21:41:37.878 : ../models/spf_lut_sam1x5/ | Iter:270500, Sample: 40000, GPixel:2.75e-03, dT:0.0032, rT:0.3678 +24-08-18 21:42:24.070 : ../models/spf_lut_sam1x5/ | Iter:270600, Sample: 41600, GPixel:2.74e-03, dT:0.0032, rT:0.3691 +24-08-18 21:43:10.317 : ../models/spf_lut_sam1x5/ | Iter:270700, Sample: 43200, GPixel:2.58e-03, dT:0.0032, rT:0.3693 +24-08-18 21:43:56.432 : ../models/spf_lut_sam1x5/ | Iter:270800, Sample: 44800, GPixel:2.71e-03, dT:0.0032, rT:0.3683 +24-08-18 21:44:42.598 : ../models/spf_lut_sam1x5/ | Iter:270900, Sample: 46400, GPixel:2.86e-03, dT:0.0032, rT:0.3689 +24-08-18 21:45:28.730 : ../models/spf_lut_sam1x5/ | Iter:271000, Sample: 48000, GPixel:2.64e-03, dT:0.0032, rT:0.3685 +24-08-18 21:46:14.831 : ../models/spf_lut_sam1x5/ | Iter:271100, Sample: 49600, GPixel:2.72e-03, dT:0.0032, rT:0.3683 +24-08-18 21:47:00.925 : ../models/spf_lut_sam1x5/ | Iter:271200, Sample: 51200, GPixel:2.77e-03, dT:0.0032, rT:0.3682 +24-08-18 21:47:46.992 : ../models/spf_lut_sam1x5/ | Iter:271300, Sample: 52800, GPixel:2.83e-03, dT:0.0031, rT:0.3680 +24-08-18 21:48:33.189 : ../models/spf_lut_sam1x5/ | Iter:271400, Sample: 54400, GPixel:2.68e-03, dT:0.0031, rT:0.3689 +24-08-18 21:49:19.341 : ../models/spf_lut_sam1x5/ | Iter:271500, Sample: 56000, GPixel:2.75e-03, dT:0.0032, rT:0.3689 +24-08-18 21:50:05.150 : ../models/spf_lut_sam1x5/ | Iter:271600, Sample: 57600, GPixel:2.65e-03, dT:0.0032, rT:0.3657 +24-08-18 21:50:50.991 : ../models/spf_lut_sam1x5/ | Iter:271700, Sample: 59200, GPixel:2.61e-03, dT:0.0031, rT:0.3662 +24-08-18 21:51:36.741 : ../models/spf_lut_sam1x5/ | Iter:271800, Sample: 60800, GPixel:2.62e-03, dT:0.0031, rT:0.3655 +24-08-18 21:52:22.538 : ../models/spf_lut_sam1x5/ | Iter:271900, Sample: 62400, GPixel:2.71e-03, dT:0.0031, rT:0.3657 +24-08-18 21:53:08.265 : ../models/spf_lut_sam1x5/ | Iter:272000, Sample: 64000, GPixel:2.71e-03, dT:0.0031, rT:0.3653 +24-08-18 21:53:08.373 : Checkpoint saved 272000 +24-08-18 21:53:09.346 : Iter 272000 | Dataset Set5 | AVG Val PSNR: 31.076427 +24-08-18 21:53:13.524 : Iter 272000 | Dataset Set14 | AVG Val PSNR: 27.916932 +24-08-18 21:53:59.010 : ../models/spf_lut_sam1x5/ | Iter:272100, Sample: 65600, GPixel:2.91e-03, dT:0.0032, rT:0.3633 +24-08-18 21:54:44.758 : ../models/spf_lut_sam1x5/ | Iter:272200, Sample: 67200, GPixel:2.72e-03, dT:0.0031, rT:0.3655 +24-08-18 21:55:30.604 : ../models/spf_lut_sam1x5/ | Iter:272300, Sample: 68800, GPixel:2.62e-03, dT:0.0031, rT:0.3663 +24-08-18 21:56:16.788 : ../models/spf_lut_sam1x5/ | Iter:272400, Sample: 70400, GPixel:2.63e-03, dT:0.0031, rT:0.3690 +24-08-18 21:57:02.911 : ../models/spf_lut_sam1x5/ | Iter:272500, Sample: 72000, GPixel:2.77e-03, dT:0.0031, rT:0.3683 +24-08-18 21:57:49.007 : ../models/spf_lut_sam1x5/ | Iter:272600, Sample: 73600, GPixel:2.62e-03, dT:0.0031, rT:0.3682 +24-08-18 21:58:35.048 : ../models/spf_lut_sam1x5/ | Iter:272700, Sample: 75200, GPixel:2.79e-03, dT:0.0032, rT:0.3677 +24-08-18 21:59:21.180 : ../models/spf_lut_sam1x5/ | Iter:272800, Sample: 76800, GPixel:2.85e-03, dT:0.0033, rT:0.3686 +24-08-18 22:00:07.185 : ../models/spf_lut_sam1x5/ | Iter:272900, Sample: 78400, GPixel:2.66e-03, dT:0.0034, rT:0.3679 +24-08-18 22:00:53.051 : ../models/spf_lut_sam1x5/ | Iter:273000, Sample: 80000, GPixel:2.58e-03, dT:0.0034, rT:0.3665 +24-08-18 22:01:38.610 : ../models/spf_lut_sam1x5/ | Iter:273100, Sample: 81600, GPixel:2.59e-03, dT:0.0034, rT:0.3641 +24-08-18 22:02:24.251 : ../models/spf_lut_sam1x5/ | Iter:273200, Sample: 83200, GPixel:2.79e-03, dT:0.0034, rT:0.3648 +24-08-18 22:03:09.845 : ../models/spf_lut_sam1x5/ | Iter:273300, Sample: 84800, GPixel:2.60e-03, dT:0.0037, rT:0.3644 +24-08-18 22:03:55.123 : ../models/spf_lut_sam1x5/ | Iter:273400, Sample: 86400, GPixel:2.71e-03, dT:0.0034, rT:0.3618 +24-08-18 22:04:40.360 : ../models/spf_lut_sam1x5/ | Iter:273500, Sample: 88000, GPixel:2.61e-03, dT:0.0034, rT:0.3615 +24-08-18 22:05:25.745 : ../models/spf_lut_sam1x5/ | Iter:273600, Sample: 89600, GPixel:2.72e-03, dT:0.0035, rT:0.3625 +24-08-18 22:06:11.403 : ../models/spf_lut_sam1x5/ | Iter:273700, Sample: 91200, GPixel:2.61e-03, dT:0.0034, rT:0.3647 +24-08-18 22:06:56.968 : ../models/spf_lut_sam1x5/ | Iter:273800, Sample: 92800, GPixel:2.73e-03, dT:0.0031, rT:0.3641 +24-08-18 22:07:42.768 : ../models/spf_lut_sam1x5/ | Iter:273900, Sample: 94400, GPixel:2.89e-03, dT:0.0032, rT:0.3657 +24-08-18 22:08:28.687 : ../models/spf_lut_sam1x5/ | Iter:274000, Sample: 96000, GPixel:2.86e-03, dT:0.0031, rT:0.3669 +24-08-18 22:08:28.795 : Checkpoint saved 274000 +24-08-18 22:08:29.759 : Iter 274000 | Dataset Set5 | AVG Val PSNR: 31.030887 +24-08-18 22:08:33.926 : Iter 274000 | Dataset Set14 | AVG Val PSNR: 27.893413 +24-08-18 22:09:19.563 : ../models/spf_lut_sam1x5/ | Iter:274100, Sample: 97600, GPixel:2.77e-03, dT:0.0032, rT:0.3646 +24-08-18 22:10:05.530 : ../models/spf_lut_sam1x5/ | Iter:274200, Sample: 99200, GPixel:2.60e-03, dT:0.0033, rT:0.3675 +24-08-18 22:10:51.464 : ../models/spf_lut_sam1x5/ | Iter:274300, Sample:100800, GPixel:2.66e-03, dT:0.0033, rT:0.3672 +24-08-18 22:11:37.296 : ../models/spf_lut_sam1x5/ | Iter:274400, Sample:102400, GPixel:2.88e-03, dT:0.0033, rT:0.3662 +24-08-18 22:12:23.161 : ../models/spf_lut_sam1x5/ | Iter:274500, Sample:104000, GPixel:2.75e-03, dT:0.0033, rT:0.3666 +24-08-18 22:13:08.762 : ../models/spf_lut_sam1x5/ | Iter:274600, Sample:105600, GPixel:2.96e-03, dT:0.0033, rT:0.3644 +24-08-18 22:13:54.401 : 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Sample:120000, GPixel:2.76e-03, dT:0.0034, rT:0.3644 +24-08-18 22:20:44.417 : ../models/spf_lut_sam1x5/ | Iter:275600, Sample:121600, GPixel:2.57e-03, dT:0.0035, rT:0.3650 +24-08-18 22:21:30.156 : ../models/spf_lut_sam1x5/ | Iter:275700, Sample:123200, GPixel:2.65e-03, dT:0.0035, rT:0.3655 +24-08-18 22:22:15.907 : ../models/spf_lut_sam1x5/ | Iter:275800, Sample:124800, GPixel:2.83e-03, dT:0.0035, rT:0.3656 +24-08-18 22:23:01.659 : ../models/spf_lut_sam1x5/ | Iter:275900, Sample:126400, GPixel:2.71e-03, dT:0.0035, rT:0.3656 +24-08-18 22:23:47.438 : ../models/spf_lut_sam1x5/ | Iter:276000, Sample:128000, GPixel:2.73e-03, dT:0.0034, rT:0.3657 +24-08-18 22:23:47.547 : Checkpoint saved 276000 +24-08-18 22:23:48.598 : Iter 276000 | Dataset Set5 | AVG Val PSNR: 31.082940 +24-08-18 22:23:52.928 : Iter 276000 | Dataset Set14 | AVG Val PSNR: 27.932973 +24-08-18 22:24:38.247 : ../models/spf_lut_sam1x5/ | Iter:276100, Sample:129600, GPixel:2.65e-03, dT:0.0035, rT:0.3620 +24-08-18 22:25:23.801 : 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Sample:144000, GPixel:2.76e-03, dT:0.0034, rT:0.3629 +24-08-18 22:32:13.988 : ../models/spf_lut_sam1x5/ | Iter:277100, Sample:145600, GPixel:2.51e-03, dT:0.0035, rT:0.3652 +24-08-18 22:32:59.627 : ../models/spf_lut_sam1x5/ | Iter:277200, Sample:147200, GPixel:2.72e-03, dT:0.0035, rT:0.3646 +24-08-18 22:33:45.241 : ../models/spf_lut_sam1x5/ | Iter:277300, Sample:148800, GPixel:2.60e-03, dT:0.0035, rT:0.3645 +24-08-18 22:34:30.898 : ../models/spf_lut_sam1x5/ | Iter:277400, Sample:150400, GPixel:2.65e-03, dT:0.0034, rT:0.3647 +24-08-18 22:35:16.494 : ../models/spf_lut_sam1x5/ | Iter:277500, Sample:152000, GPixel:2.98e-03, dT:0.0034, rT:0.3643 +24-08-18 22:36:02.158 : ../models/spf_lut_sam1x5/ | Iter:277600, Sample:153600, GPixel:2.72e-03, dT:0.0035, rT:0.3649 +24-08-18 22:36:47.891 : ../models/spf_lut_sam1x5/ | Iter:277700, Sample:155200, GPixel:2.49e-03, dT:0.0036, rT:0.3653 +24-08-18 22:37:33.604 : ../models/spf_lut_sam1x5/ | Iter:277800, Sample:156800, GPixel:2.70e-03, dT:0.0035, rT:0.3653 +24-08-18 22:38:19.341 : ../models/spf_lut_sam1x5/ | Iter:277900, Sample:158400, GPixel:2.70e-03, dT:0.0035, rT:0.3653 +24-08-18 22:39:05.153 : ../models/spf_lut_sam1x5/ | Iter:278000, Sample:160000, GPixel:2.61e-03, dT:0.0035, rT:0.3661 +24-08-18 22:39:05.267 : Checkpoint saved 278000 +24-08-18 22:39:06.317 : Iter 278000 | Dataset Set5 | AVG Val PSNR: 31.088432 +24-08-18 22:39:10.683 : Iter 278000 | Dataset Set14 | AVG Val PSNR: 27.918080 +24-08-18 22:39:56.060 : ../models/spf_lut_sam1x5/ | Iter:278100, Sample:161600, GPixel:2.68e-03, dT:0.0035, rT:0.3624 +24-08-18 22:40:41.726 : ../models/spf_lut_sam1x5/ | Iter:278200, Sample:163200, GPixel:2.78e-03, dT:0.0036, rT:0.3648 +24-08-18 22:41:27.382 : ../models/spf_lut_sam1x5/ | Iter:278300, Sample:164800, GPixel:2.55e-03, dT:0.0035, rT:0.3648 +24-08-18 22:42:13.093 : ../models/spf_lut_sam1x5/ | Iter:278400, Sample:166400, GPixel:2.53e-03, dT:0.0034, rT:0.3652 +24-08-18 22:42:58.787 : ../models/spf_lut_sam1x5/ | Iter:278500, Sample:168000, GPixel:2.79e-03, dT:0.0035, rT:0.3650 +24-08-18 22:43:44.660 : ../models/spf_lut_sam1x5/ | Iter:278600, Sample:169600, GPixel:2.73e-03, dT:0.0037, rT:0.3666 +24-08-18 22:44:30.066 : ../models/spf_lut_sam1x5/ | Iter:278700, Sample:171200, GPixel:2.85e-03, dT:0.0036, rT:0.3626 +24-08-18 22:45:15.531 : ../models/spf_lut_sam1x5/ | Iter:278800, Sample:172800, GPixel:2.74e-03, dT:0.0034, rT:0.3632 +24-08-18 22:46:01.262 : ../models/spf_lut_sam1x5/ | Iter:278900, Sample:174400, GPixel:2.90e-03, dT:0.0035, rT:0.3654 +24-08-18 22:46:46.871 : ../models/spf_lut_sam1x5/ | Iter:279000, Sample:176000, GPixel:2.76e-03, dT:0.0035, rT:0.3645 +24-08-18 22:47:32.425 : ../models/spf_lut_sam1x5/ | Iter:279100, Sample:177600, GPixel:2.55e-03, dT:0.0034, rT:0.3639 +24-08-18 22:48:18.008 : ../models/spf_lut_sam1x5/ | Iter:279200, Sample:179200, GPixel:2.82e-03, dT:0.0034, rT:0.3642 +24-08-18 22:49:03.602 : ../models/spf_lut_sam1x5/ | Iter:279300, Sample:180800, GPixel:2.65e-03, dT:0.0035, rT:0.3643 +24-08-18 22:49:49.372 : ../models/spf_lut_sam1x5/ | Iter:279400, Sample:182400, GPixel:2.82e-03, dT:0.0035, rT:0.3656 +24-08-18 22:50:35.049 : ../models/spf_lut_sam1x5/ | Iter:279500, Sample:184000, GPixel:2.61e-03, dT:0.0035, rT:0.3648 +24-08-18 22:51:20.803 : ../models/spf_lut_sam1x5/ | Iter:279600, Sample:185600, GPixel:2.77e-03, dT:0.0035, rT:0.3654 +24-08-18 22:52:06.579 : ../models/spf_lut_sam1x5/ | Iter:279700, Sample:187200, GPixel:2.65e-03, dT:0.0035, rT:0.3657 +24-08-18 22:52:52.237 : ../models/spf_lut_sam1x5/ | Iter:279800, Sample:188800, GPixel:2.77e-03, dT:0.0035, rT:0.3648 +24-08-18 22:53:37.869 : ../models/spf_lut_sam1x5/ | Iter:279900, Sample:190400, GPixel:2.55e-03, dT:0.0034, rT:0.3647 +24-08-18 22:54:23.460 : ../models/spf_lut_sam1x5/ | Iter:280000, Sample:192000, GPixel:2.74e-03, dT:0.0034, rT:0.3643 +24-08-18 22:54:23.573 : Checkpoint saved 280000 +24-08-18 22:54:24.622 : Iter 280000 | Dataset Set5 | AVG Val PSNR: 31.074601 +24-08-18 22:54:29.017 : Iter 280000 | Dataset Set14 | AVG Val PSNR: 27.921612 +24-08-18 22:55:14.510 : ../models/spf_lut_sam1x5/ | Iter:280100, Sample:193600, GPixel:2.67e-03, dT:0.0035, rT:0.3635 +24-08-18 22:56:00.153 : ../models/spf_lut_sam1x5/ | Iter:280200, Sample:195200, GPixel:2.71e-03, dT:0.0035, rT:0.3646 +24-08-18 22:56:45.970 : ../models/spf_lut_sam1x5/ | Iter:280300, Sample:196800, GPixel:2.57e-03, dT:0.0034, rT:0.3661 +24-08-18 22:57:31.826 : ../models/spf_lut_sam1x5/ | Iter:280400, Sample:198400, GPixel:2.93e-03, dT:0.0035, rT:0.3666 +24-08-18 22:58:17.657 : ../models/spf_lut_sam1x5/ | Iter:280500, Sample:200000, GPixel:2.86e-03, dT:0.0035, rT:0.3661 +24-08-18 22:59:03.320 : ../models/spf_lut_sam1x5/ | Iter:280600, Sample:201600, GPixel:2.82e-03, dT:0.0034, rT:0.3648 +24-08-18 22:59:49.062 : ../models/spf_lut_sam1x5/ | Iter:280700, Sample:203200, GPixel:2.67e-03, dT:0.0034, rT:0.3655 +24-08-18 23:00:34.754 : ../models/spf_lut_sam1x5/ | Iter:280800, Sample:204800, GPixel:2.76e-03, dT:0.0035, rT:0.3650 +24-08-18 23:01:20.375 : ../models/spf_lut_sam1x5/ | Iter:280900, Sample:206400, GPixel:2.79e-03, dT:0.0034, rT:0.3646 +24-08-18 23:02:06.081 : ../models/spf_lut_sam1x5/ | Iter:281000, Sample:208000, GPixel:2.84e-03, dT:0.0035, rT:0.3652 +24-08-18 23:02:51.883 : ../models/spf_lut_sam1x5/ | Iter:281100, Sample:209600, GPixel:2.80e-03, dT:0.0035, rT:0.3658 +24-08-18 23:03:37.730 : ../models/spf_lut_sam1x5/ | Iter:281200, Sample:211200, GPixel:2.70e-03, dT:0.0035, rT:0.3663 +24-08-18 23:04:23.524 : ../models/spf_lut_sam1x5/ | Iter:281300, Sample:212800, GPixel:2.85e-03, dT:0.0035, rT:0.3658 +24-08-18 23:05:09.353 : ../models/spf_lut_sam1x5/ | Iter:281400, Sample:214400, GPixel:2.62e-03, dT:0.0034, rT:0.3661 +24-08-18 23:05:55.020 : ../models/spf_lut_sam1x5/ | Iter:281500, Sample:216000, GPixel:2.56e-03, dT:0.0034, rT:0.3649 +24-08-18 23:06:40.749 : ../models/spf_lut_sam1x5/ | Iter:281600, Sample:217600, GPixel:2.75e-03, dT:0.0035, rT:0.3653 +24-08-18 23:07:26.569 : 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Sample:256000, GPixel:2.79e-03, dT:0.0038, rT:0.3654 +24-08-18 23:25:00.115 : Checkpoint saved 284000 +24-08-18 23:25:01.174 : Iter 284000 | Dataset Set5 | AVG Val PSNR: 31.059139 +24-08-18 23:25:05.556 : Iter 284000 | Dataset Set14 | AVG Val PSNR: 27.888651 +24-08-18 23:25:50.665 : ../models/spf_lut_sam1x5/ | Iter:284100, Sample:257600, GPixel:2.71e-03, dT:0.0034, rT:0.3605 +24-08-18 23:26:36.009 : ../models/spf_lut_sam1x5/ | Iter:284200, Sample:259200, GPixel:2.78e-03, dT:0.0034, rT:0.3624 +24-08-18 23:27:21.465 : ../models/spf_lut_sam1x5/ | Iter:284300, Sample:260800, GPixel:2.76e-03, dT:0.0034, rT:0.3632 +24-08-18 23:28:07.066 : ../models/spf_lut_sam1x5/ | Iter:284400, Sample:262400, GPixel:2.59e-03, dT:0.0034, rT:0.3642 +24-08-18 23:28:52.645 : ../models/spf_lut_sam1x5/ | Iter:284500, Sample:264000, GPixel:2.74e-03, dT:0.0034, rT:0.3641 +24-08-18 23:29:38.333 : ../models/spf_lut_sam1x5/ | Iter:284600, Sample:265600, GPixel:2.50e-03, dT:0.0034, rT:0.3650 +24-08-18 23:30:23.937 : 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Sample:280000, GPixel:2.67e-03, dT:0.0034, rT:0.3646 +24-08-18 23:37:15.167 : ../models/spf_lut_sam1x5/ | Iter:285600, Sample:281600, GPixel:2.69e-03, dT:0.0034, rT:0.3653 +24-08-18 23:38:00.861 : ../models/spf_lut_sam1x5/ | Iter:285700, Sample:283200, GPixel:2.82e-03, dT:0.0034, rT:0.3651 +24-08-18 23:38:46.737 : ../models/spf_lut_sam1x5/ | Iter:285800, Sample:284800, GPixel:2.63e-03, dT:0.0037, rT:0.3667 +24-08-18 23:39:32.384 : ../models/spf_lut_sam1x5/ | Iter:285900, Sample:286400, GPixel:2.81e-03, dT:0.0034, rT:0.3648 +24-08-18 23:40:18.104 : ../models/spf_lut_sam1x5/ | Iter:286000, Sample:288000, GPixel:2.74e-03, dT:0.0035, rT:0.3652 +24-08-18 23:40:18.217 : Checkpoint saved 286000 +24-08-18 23:40:19.333 : Iter 286000 | Dataset Set5 | AVG Val PSNR: 31.016095 +24-08-18 23:40:23.598 : Iter 286000 | Dataset Set14 | AVG Val PSNR: 27.890604 +24-08-18 23:41:08.860 : ../models/spf_lut_sam1x5/ | Iter:286100, Sample:289600, GPixel:2.55e-03, dT:0.0035, rT:0.3615 +24-08-18 23:41:54.468 : 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Sample:304000, GPixel:2.68e-03, dT:0.0034, rT:0.3655 +24-08-18 23:48:45.810 : ../models/spf_lut_sam1x5/ | Iter:287100, Sample:305600, GPixel:2.71e-03, dT:0.0034, rT:0.3647 +24-08-18 23:49:31.500 : ../models/spf_lut_sam1x5/ | Iter:287200, Sample:307200, GPixel:2.72e-03, dT:0.0034, rT:0.3650 +24-08-18 23:50:17.331 : ../models/spf_lut_sam1x5/ | Iter:287300, Sample:308800, GPixel:2.70e-03, dT:0.0034, rT:0.3660 +24-08-18 23:51:03.073 : ../models/spf_lut_sam1x5/ | Iter:287400, Sample:310400, GPixel:2.77e-03, dT:0.0034, rT:0.3655 +24-08-18 23:51:48.709 : ../models/spf_lut_sam1x5/ | Iter:287500, Sample:312000, GPixel:2.77e-03, dT:0.0034, rT:0.3647 +24-08-18 23:52:34.218 : ../models/spf_lut_sam1x5/ | Iter:287600, Sample:313600, GPixel:2.72e-03, dT:0.0037, rT:0.3638 +24-08-18 23:53:19.655 : ../models/spf_lut_sam1x5/ | Iter:287700, Sample:315200, GPixel:2.62e-03, dT:0.0033, rT:0.3631 +24-08-18 23:54:05.343 : ../models/spf_lut_sam1x5/ | Iter:287800, Sample:316800, GPixel:2.56e-03, dT:0.0034, rT:0.3648 +24-08-18 23:54:50.954 : ../models/spf_lut_sam1x5/ | Iter:287900, Sample:318400, GPixel:2.61e-03, dT:0.0034, rT:0.3642 +24-08-18 23:55:36.664 : ../models/spf_lut_sam1x5/ | Iter:288000, Sample:320000, GPixel:2.69e-03, dT:0.0035, rT:0.3651 +24-08-18 23:55:36.775 : Checkpoint saved 288000 +24-08-18 23:55:37.811 : Iter 288000 | Dataset Set5 | AVG Val PSNR: 31.096998 +24-08-18 23:55:42.079 : Iter 288000 | Dataset Set14 | AVG Val PSNR: 27.932411 +24-08-18 23:56:27.651 : ../models/spf_lut_sam1x5/ | Iter:288100, Sample:321600, GPixel:2.77e-03, dT:0.0034, rT:0.3640 +24-08-18 23:57:13.342 : ../models/spf_lut_sam1x5/ | Iter:288200, Sample:323200, GPixel:2.85e-03, dT:0.0034, rT:0.3650 +24-08-18 23:57:59.254 : ../models/spf_lut_sam1x5/ | Iter:288300, Sample:324800, GPixel:2.69e-03, dT:0.0034, rT:0.3667 +24-08-18 23:58:45.082 : ../models/spf_lut_sam1x5/ | Iter:288400, Sample:326400, GPixel:2.73e-03, dT:0.0034, rT:0.3660 +24-08-18 23:59:30.873 : ../models/spf_lut_sam1x5/ | Iter:288500, Sample:328000, GPixel:2.73e-03, dT:0.0034, rT:0.3657 +24-08-19 00:00:16.562 : ../models/spf_lut_sam1x5/ | Iter:288600, Sample:329600, GPixel:2.77e-03, dT:0.0034, rT:0.3651 +24-08-19 00:01:02.330 : ../models/spf_lut_sam1x5/ | Iter:288700, Sample:331200, GPixel:2.72e-03, dT:0.0034, rT:0.3656 +24-08-19 00:01:48.022 : ../models/spf_lut_sam1x5/ | Iter:288800, Sample:332800, GPixel:2.73e-03, dT:0.0034, rT:0.3649 +24-08-19 00:02:33.747 : ../models/spf_lut_sam1x5/ | Iter:288900, Sample:334400, GPixel:2.77e-03, dT:0.0033, rT:0.3654 +24-08-19 00:03:19.570 : ../models/spf_lut_sam1x5/ | Iter:289000, Sample:336000, GPixel:2.67e-03, dT:0.0033, rT:0.3662 +24-08-19 00:04:05.426 : ../models/spf_lut_sam1x5/ | Iter:289100, Sample:337600, GPixel:2.87e-03, dT:0.0035, rT:0.3663 +24-08-19 00:04:51.297 : ../models/spf_lut_sam1x5/ | Iter:289200, Sample:339200, GPixel:2.69e-03, dT:0.0034, rT:0.3665 +24-08-19 00:05:37.137 : ../models/spf_lut_sam1x5/ | Iter:289300, Sample:340800, GPixel:2.53e-03, dT:0.0037, rT:0.3666 +24-08-19 00:06:22.777 : ../models/spf_lut_sam1x5/ | Iter:289400, Sample:342400, GPixel:2.68e-03, dT:0.0034, rT:0.3646 +24-08-19 00:07:08.175 : ../models/spf_lut_sam1x5/ | Iter:289500, Sample:344000, GPixel:2.64e-03, dT:0.0034, rT:0.3626 +24-08-19 00:07:53.664 : ../models/spf_lut_sam1x5/ | Iter:289600, Sample:345600, GPixel:2.69e-03, dT:0.0034, rT:0.3634 +24-08-19 00:08:39.216 : ../models/spf_lut_sam1x5/ | Iter:289700, Sample:347200, GPixel:2.63e-03, dT:0.0033, rT:0.3639 +24-08-19 00:09:24.661 : ../models/spf_lut_sam1x5/ | Iter:289800, Sample:348800, GPixel:2.72e-03, dT:0.0034, rT:0.3630 +24-08-19 00:10:10.237 : ../models/spf_lut_sam1x5/ | Iter:289900, Sample:350400, GPixel:2.78e-03, dT:0.0034, rT:0.3641 +24-08-19 00:10:55.735 : ../models/spf_lut_sam1x5/ | Iter:290000, Sample:352000, GPixel:2.75e-03, dT:0.0034, rT:0.3634 +24-08-19 00:10:55.845 : Checkpoint saved 290000 +24-08-19 00:10:56.860 : Iter 290000 | Dataset Set5 | AVG Val PSNR: 31.064634 +24-08-19 00:11:01.277 : Iter 290000 | Dataset Set14 | AVG Val PSNR: 27.908698 +24-08-19 00:11:46.535 : ../models/spf_lut_sam1x5/ | Iter:290100, Sample:353600, GPixel:2.64e-03, dT:0.0034, rT:0.3615 +24-08-19 00:12:32.171 : ../models/spf_lut_sam1x5/ | Iter:290200, Sample:355200, GPixel:2.60e-03, dT:0.0034, rT:0.3645 +24-08-19 00:13:17.857 : ../models/spf_lut_sam1x5/ | Iter:290300, Sample:356800, GPixel:2.68e-03, dT:0.0034, rT:0.3650 +24-08-19 00:14:03.578 : ../models/spf_lut_sam1x5/ | Iter:290400, Sample:358400, GPixel:2.76e-03, dT:0.0034, rT:0.3652 +24-08-19 00:14:49.229 : ../models/spf_lut_sam1x5/ | Iter:290500, Sample:360000, GPixel:2.78e-03, dT:0.0034, rT:0.3646 +24-08-19 00:15:34.919 : ../models/spf_lut_sam1x5/ | Iter:290600, Sample:361600, GPixel:2.70e-03, dT:0.0034, rT:0.3650 +24-08-19 00:16:20.485 : ../models/spf_lut_sam1x5/ | Iter:290700, Sample:363200, GPixel:2.61e-03, dT:0.0034, rT:0.3640 +24-08-19 00:17:06.072 : ../models/spf_lut_sam1x5/ | Iter:290800, Sample:364800, GPixel:2.66e-03, dT:0.0034, rT:0.3642 +24-08-19 00:17:51.699 : ../models/spf_lut_sam1x5/ | Iter:290900, Sample:366400, GPixel:2.59e-03, dT:0.0034, rT:0.3645 +24-08-19 00:18:37.380 : ../models/spf_lut_sam1x5/ | Iter:291000, Sample:368000, GPixel:2.66e-03, dT:0.0034, rT:0.3649 +24-08-19 00:19:23.202 : ../models/spf_lut_sam1x5/ | Iter:291100, Sample:369600, GPixel:2.74e-03, dT:0.0035, rT:0.3665 +24-08-19 00:20:08.952 : ../models/spf_lut_sam1x5/ | Iter:291200, Sample:371200, GPixel:2.88e-03, dT:0.0034, rT:0.3656 +24-08-19 00:20:54.605 : ../models/spf_lut_sam1x5/ | Iter:291300, Sample:372800, GPixel:2.63e-03, dT:0.0034, rT:0.3647 +24-08-19 00:21:40.314 : ../models/spf_lut_sam1x5/ | Iter:291400, Sample:374400, GPixel:2.57e-03, dT:0.0034, rT:0.3651 +24-08-19 00:22:25.921 : ../models/spf_lut_sam1x5/ | Iter:291500, Sample:376000, GPixel:2.56e-03, dT:0.0034, rT:0.3643 +24-08-19 00:23:11.440 : ../models/spf_lut_sam1x5/ | Iter:291600, Sample:377600, GPixel:2.69e-03, dT:0.0034, rT:0.3637 +24-08-19 00:23:57.065 : 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Sample:416000, GPixel:2.72e-03, dT:0.0034, rT:0.3656 +24-08-19 00:41:33.220 : Checkpoint saved 294000 +24-08-19 00:41:34.291 : Iter 294000 | Dataset Set5 | AVG Val PSNR: 31.095601 +24-08-19 00:41:38.643 : Iter 294000 | Dataset Set14 | AVG Val PSNR: 27.921816 +24-08-19 00:42:23.735 : ../models/spf_lut_sam1x5/ | Iter:294100, Sample:417600, GPixel:2.55e-03, dT:0.0034, rT:0.3602 +24-08-19 00:43:09.096 : ../models/spf_lut_sam1x5/ | Iter:294200, Sample:419200, GPixel:2.79e-03, dT:0.0034, rT:0.3623 +24-08-19 00:43:54.740 : ../models/spf_lut_sam1x5/ | Iter:294300, Sample:420800, GPixel:2.62e-03, dT:0.0034, rT:0.3647 +24-08-19 00:44:40.465 : ../models/spf_lut_sam1x5/ | Iter:294400, Sample:422400, GPixel:2.67e-03, dT:0.0034, rT:0.3653 +24-08-19 00:45:25.951 : ../models/spf_lut_sam1x5/ | Iter:294500, Sample:424000, GPixel:2.73e-03, dT:0.0034, rT:0.3633 +24-08-19 00:46:11.327 : ../models/spf_lut_sam1x5/ | Iter:294600, Sample:425600, GPixel:2.69e-03, dT:0.0033, rT:0.3627 +24-08-19 00:46:57.069 : 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Sample:440000, GPixel:2.69e-03, dT:0.0034, rT:0.3644 +24-08-19 00:53:47.593 : ../models/spf_lut_sam1x5/ | Iter:295600, Sample:441600, GPixel:2.57e-03, dT:0.0035, rT:0.3653 +24-08-19 00:54:33.243 : ../models/spf_lut_sam1x5/ | Iter:295700, Sample:443200, GPixel:2.76e-03, dT:0.0033, rT:0.3646 +24-08-19 00:55:18.962 : ../models/spf_lut_sam1x5/ | Iter:295800, Sample:444800, GPixel:2.63e-03, dT:0.0034, rT:0.3652 +24-08-19 00:56:04.689 : ../models/spf_lut_sam1x5/ | Iter:295900, Sample:446400, GPixel:2.59e-03, dT:0.0034, rT:0.3654 +24-08-19 00:56:50.262 : ../models/spf_lut_sam1x5/ | Iter:296000, Sample:448000, GPixel:2.76e-03, dT:0.0034, rT:0.3639 +24-08-19 00:56:50.374 : Checkpoint saved 296000 +24-08-19 00:56:51.480 : Iter 296000 | Dataset Set5 | AVG Val PSNR: 31.042847 +24-08-19 00:56:55.874 : Iter 296000 | Dataset Set14 | AVG Val PSNR: 27.892063 +24-08-19 00:57:40.855 : ../models/spf_lut_sam1x5/ | Iter:296100, Sample:449600, GPixel:2.60e-03, dT:0.0034, rT:0.3593 +24-08-19 00:58:26.218 : 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Sample:464000, GPixel:2.58e-03, dT:0.0034, rT:0.3644 +24-08-19 01:05:16.166 : ../models/spf_lut_sam1x5/ | Iter:297100, Sample:465600, GPixel:2.58e-03, dT:0.0034, rT:0.3648 +24-08-19 01:06:01.853 : ../models/spf_lut_sam1x5/ | Iter:297200, Sample:467200, GPixel:2.65e-03, dT:0.0034, rT:0.3650 +24-08-19 01:06:47.516 : ../models/spf_lut_sam1x5/ | Iter:297300, Sample:468800, GPixel:2.79e-03, dT:0.0034, rT:0.3648 +24-08-19 01:07:33.148 : ../models/spf_lut_sam1x5/ | Iter:297400, Sample:470400, GPixel:2.82e-03, dT:0.0034, rT:0.3644 +24-08-19 01:08:18.945 : ../models/spf_lut_sam1x5/ | Iter:297500, Sample:472000, GPixel:2.63e-03, dT:0.0034, rT:0.3658 +24-08-19 01:09:04.678 : ../models/spf_lut_sam1x5/ | Iter:297600, Sample:473600, GPixel:2.71e-03, dT:0.0034, rT:0.3654 +24-08-19 01:09:50.274 : ../models/spf_lut_sam1x5/ | Iter:297700, Sample:475200, GPixel:2.68e-03, dT:0.0034, rT:0.3642 +24-08-19 01:10:35.938 : ../models/spf_lut_sam1x5/ | Iter:297800, Sample:476800, GPixel:2.62e-03, dT:0.0034, rT:0.3648 +24-08-19 01:11:21.559 : ../models/spf_lut_sam1x5/ | Iter:297900, Sample:478400, GPixel:2.68e-03, dT:0.0034, rT:0.3644 +24-08-19 01:12:07.252 : ../models/spf_lut_sam1x5/ | Iter:298000, Sample:480000, GPixel:2.71e-03, dT:0.0034, rT:0.3649 +24-08-19 01:12:07.360 : Checkpoint saved 298000 +24-08-19 01:12:08.452 : Iter 298000 | Dataset Set5 | AVG Val PSNR: 31.037315 +24-08-19 01:12:12.802 : Iter 298000 | Dataset Set14 | AVG Val PSNR: 27.909551 +24-08-19 01:12:57.990 : ../models/spf_lut_sam1x5/ | Iter:298100, Sample:481600, GPixel:2.80e-03, dT:0.0034, rT:0.3610 +24-08-19 01:13:43.558 : ../models/spf_lut_sam1x5/ | Iter:298200, Sample:483200, GPixel:2.78e-03, dT:0.0037, rT:0.3641 +24-08-19 01:14:29.219 : ../models/spf_lut_sam1x5/ | Iter:298300, Sample:484800, GPixel:2.74e-03, dT:0.0036, rT:0.3648 +24-08-19 01:15:14.937 : ../models/spf_lut_sam1x5/ | Iter:298400, Sample:486400, GPixel:2.60e-03, dT:0.0034, rT:0.3652 +24-08-19 01:16:00.564 : ../models/spf_lut_sam1x5/ | Iter:298500, Sample:488000, GPixel:2.77e-03, dT:0.0034, rT:0.3645 +24-08-19 01:16:46.211 : ../models/spf_lut_sam1x5/ | Iter:298600, Sample:489600, GPixel:2.69e-03, dT:0.0034, rT:0.3647 +24-08-19 01:17:31.833 : ../models/spf_lut_sam1x5/ | Iter:298700, Sample:491200, GPixel:2.75e-03, dT:0.0034, rT:0.3644 +24-08-19 01:18:17.515 : ../models/spf_lut_sam1x5/ | Iter:298800, Sample:492800, GPixel:2.76e-03, dT:0.0034, rT:0.3650 +24-08-19 01:19:03.118 : ../models/spf_lut_sam1x5/ | Iter:298900, Sample:494400, GPixel:2.56e-03, dT:0.0033, rT:0.3642 +24-08-19 01:19:48.807 : ../models/spf_lut_sam1x5/ | Iter:299000, Sample:496000, GPixel:2.59e-03, dT:0.0033, rT:0.3650 +24-08-19 01:20:34.514 : ../models/spf_lut_sam1x5/ | Iter:299100, Sample:497600, GPixel:2.74e-03, dT:0.0033, rT:0.3650 +24-08-19 01:21:20.283 : ../models/spf_lut_sam1x5/ | Iter:299200, Sample:499200, GPixel:2.57e-03, dT:0.0033, rT:0.3656 +24-08-19 01:22:05.982 : ../models/spf_lut_sam1x5/ | Iter:299300, Sample:500800, GPixel:2.72e-03, dT:0.0033, rT:0.3651 +24-08-19 01:22:51.656 : ../models/spf_lut_sam1x5/ | Iter:299400, Sample:502400, GPixel:2.67e-03, dT:0.0033, rT:0.3648 +24-08-19 01:23:37.385 : ../models/spf_lut_sam1x5/ | Iter:299500, Sample:504000, GPixel:2.69e-03, dT:0.0033, rT:0.3652 +24-08-19 01:24:23.070 : ../models/spf_lut_sam1x5/ | Iter:299600, Sample:505600, GPixel:2.68e-03, dT:0.0033, rT:0.3648 +24-08-19 01:25:08.715 : ../models/spf_lut_sam1x5/ | Iter:299700, Sample:507200, GPixel:2.87e-03, dT:0.0033, rT:0.3646 +24-08-19 01:25:54.558 : ../models/spf_lut_sam1x5/ | Iter:299800, Sample:508800, GPixel:2.83e-03, dT:0.0033, rT:0.3663 +24-08-19 01:26:40.339 : ../models/spf_lut_sam1x5/ | Iter:299900, Sample:510400, GPixel:2.44e-03, dT:0.0033, rT:0.3656 +24-08-19 01:27:26.266 : ../models/spf_lut_sam1x5/ | Iter:300000, Sample:512000, GPixel:2.80e-03, dT:0.0036, rT:0.3670 +24-08-19 01:27:26.375 : Checkpoint saved 300000 +24-08-19 01:27:27.420 : Iter 300000 | Dataset Set5 | AVG Val PSNR: 31.065756 +24-08-19 01:27:31.833 : Iter 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+24-08-19 01:34:22.402 : ../models/spf_lut_sam1x5/ | Iter:300900, Sample:526400, GPixel:2.64e-03, dT:0.0033, rT:0.3643 +24-08-19 01:35:08.058 : ../models/spf_lut_sam1x5/ | Iter:301000, Sample:528000, GPixel:2.69e-03, dT:0.0033, rT:0.3646 +24-08-19 01:35:53.757 : ../models/spf_lut_sam1x5/ | Iter:301100, Sample:529600, GPixel:2.62e-03, dT:0.0034, rT:0.3650 +24-08-19 01:36:39.473 : ../models/spf_lut_sam1x5/ | Iter:301200, Sample:531200, GPixel:2.72e-03, dT:0.0033, rT:0.3651 +24-08-19 01:37:25.192 : ../models/spf_lut_sam1x5/ | Iter:301300, Sample:532800, GPixel:2.68e-03, dT:0.0034, rT:0.3652 +24-08-19 01:38:10.883 : ../models/spf_lut_sam1x5/ | Iter:301400, Sample:534400, GPixel:2.79e-03, dT:0.0034, rT:0.3650 +24-08-19 01:38:56.553 : ../models/spf_lut_sam1x5/ | Iter:301500, Sample:536000, GPixel:2.72e-03, dT:0.0034, rT:0.3648 +24-08-19 01:39:42.134 : ../models/spf_lut_sam1x5/ | Iter:301600, Sample:537600, GPixel:2.72e-03, dT:0.0033, rT:0.3640 +24-08-19 01:40:27.699 : 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dT:0.0033, rT:0.3640 +24-08-19 01:45:52.135 : ../models/spf_lut_sam1x5/ | Iter:302400, Sample:550400, GPixel:2.86e-03, dT:0.0034, rT:0.3648 +24-08-19 01:46:37.654 : ../models/spf_lut_sam1x5/ | Iter:302500, Sample:552000, GPixel:2.68e-03, dT:0.0034, rT:0.3636 +24-08-19 01:47:23.297 : ../models/spf_lut_sam1x5/ | Iter:302600, Sample:553600, GPixel:2.62e-03, dT:0.0033, rT:0.3646 +24-08-19 01:48:08.915 : ../models/spf_lut_sam1x5/ | Iter:302700, Sample:555200, GPixel:2.70e-03, dT:0.0033, rT:0.3644 +24-08-19 01:48:54.657 : ../models/spf_lut_sam1x5/ | Iter:302800, Sample:556800, GPixel:2.76e-03, dT:0.0033, rT:0.3653 +24-08-19 01:49:40.329 : ../models/spf_lut_sam1x5/ | Iter:302900, Sample:558400, GPixel:2.95e-03, dT:0.0033, rT:0.3647 +24-08-19 01:50:25.966 : ../models/spf_lut_sam1x5/ | Iter:303000, Sample:560000, GPixel:2.83e-03, dT:0.0033, rT:0.3644 +24-08-19 01:51:11.664 : ../models/spf_lut_sam1x5/ | Iter:303100, Sample:561600, GPixel:2.77e-03, dT:0.0033, rT:0.3651 +24-08-19 01:51:57.206 : 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Sample:576000, GPixel:2.64e-03, dT:0.0033, rT:0.3651 +24-08-19 01:58:02.706 : Checkpoint saved 304000 +24-08-19 01:58:03.816 : Iter 304000 | Dataset Set5 | AVG Val PSNR: 31.085904 +24-08-19 01:58:08.388 : Iter 304000 | Dataset Set14 | AVG Val PSNR: 27.911294 +24-08-19 01:58:53.677 : ../models/spf_lut_sam1x5/ | Iter:304100, Sample:577600, GPixel:2.64e-03, dT:0.0034, rT:0.3618 +24-08-19 01:59:39.288 : ../models/spf_lut_sam1x5/ | Iter:304200, Sample:579200, GPixel:2.68e-03, dT:0.0033, rT:0.3644 +24-08-19 02:00:24.903 : ../models/spf_lut_sam1x5/ | Iter:304300, Sample:580800, GPixel:2.85e-03, dT:0.0034, rT:0.3643 +24-08-19 02:01:10.617 : ../models/spf_lut_sam1x5/ | Iter:304400, Sample:582400, GPixel:2.74e-03, dT:0.0033, rT:0.3652 +24-08-19 02:01:56.355 : ../models/spf_lut_sam1x5/ | Iter:304500, Sample:584000, GPixel:2.80e-03, dT:0.0033, rT:0.3655 +24-08-19 02:02:42.124 : ../models/spf_lut_sam1x5/ | Iter:304600, Sample:585600, GPixel:2.66e-03, dT:0.0033, rT:0.3657 +24-08-19 02:03:27.916 : 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Sample:600000, GPixel:2.71e-03, dT:0.0033, rT:0.3634 +24-08-19 02:10:18.714 : ../models/spf_lut_sam1x5/ | Iter:305600, Sample:601600, GPixel:2.58e-03, dT:0.0033, rT:0.3644 +24-08-19 02:11:04.371 : ../models/spf_lut_sam1x5/ | Iter:305700, Sample:603200, GPixel:2.57e-03, dT:0.0033, rT:0.3646 +24-08-19 02:11:50.015 : ../models/spf_lut_sam1x5/ | Iter:305800, Sample:604800, GPixel:2.91e-03, dT:0.0033, rT:0.3646 +24-08-19 02:12:35.669 : ../models/spf_lut_sam1x5/ | Iter:305900, Sample:606400, GPixel:2.75e-03, dT:0.0034, rT:0.3646 +24-08-19 02:13:21.345 : ../models/spf_lut_sam1x5/ | Iter:306000, Sample:608000, GPixel:2.70e-03, dT:0.0034, rT:0.3649 +24-08-19 02:13:21.451 : Checkpoint saved 306000 +24-08-19 02:13:22.530 : Iter 306000 | Dataset Set5 | AVG Val PSNR: 31.016763 +24-08-19 02:13:27.001 : Iter 306000 | Dataset Set14 | AVG Val PSNR: 27.899957 +24-08-19 02:14:12.456 : ../models/spf_lut_sam1x5/ | Iter:306100, Sample:609600, GPixel:2.64e-03, dT:0.0034, rT:0.3630 +24-08-19 02:14:58.242 : 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Sample:624000, GPixel:2.61e-03, dT:0.0033, rT:0.3641 +24-08-19 02:21:48.993 : ../models/spf_lut_sam1x5/ | Iter:307100, Sample:625600, GPixel:2.75e-03, dT:0.0036, rT:0.3639 +24-08-19 02:22:34.800 : ../models/spf_lut_sam1x5/ | Iter:307200, Sample:627200, GPixel:2.80e-03, dT:0.0034, rT:0.3661 +24-08-19 02:23:20.442 : ../models/spf_lut_sam1x5/ | Iter:307300, Sample:628800, GPixel:2.55e-03, dT:0.0034, rT:0.3645 +24-08-19 02:24:06.171 : ../models/spf_lut_sam1x5/ | Iter:307400, Sample:630400, GPixel:2.63e-03, dT:0.0034, rT:0.3652 +24-08-19 02:24:51.825 : ../models/spf_lut_sam1x5/ | Iter:307500, Sample:632000, GPixel:2.63e-03, dT:0.0034, rT:0.3647 +24-08-19 02:25:37.463 : ../models/spf_lut_sam1x5/ | Iter:307600, Sample:633600, GPixel:2.80e-03, dT:0.0034, rT:0.3644 +24-08-19 02:26:23.173 : ../models/spf_lut_sam1x5/ | Iter:307700, Sample:635200, GPixel:2.65e-03, dT:0.0033, rT:0.3652 +24-08-19 02:27:08.745 : ../models/spf_lut_sam1x5/ | Iter:307800, Sample:636800, GPixel:2.83e-03, dT:0.0033, rT:0.3640 +24-08-19 02:27:54.357 : ../models/spf_lut_sam1x5/ | Iter:307900, Sample:638400, GPixel:2.60e-03, dT:0.0034, rT:0.3642 +24-08-19 02:28:40.040 : ../models/spf_lut_sam1x5/ | Iter:308000, Sample:640000, GPixel:2.91e-03, dT:0.0034, rT:0.3649 +24-08-19 02:28:40.154 : Checkpoint saved 308000 +24-08-19 02:28:41.220 : Iter 308000 | Dataset Set5 | AVG Val PSNR: 31.065995 +24-08-19 02:28:45.594 : Iter 308000 | Dataset Set14 | AVG Val PSNR: 27.912361 +24-08-19 02:29:30.976 : ../models/spf_lut_sam1x5/ | Iter:308100, Sample:641600, GPixel:2.79e-03, dT:0.0035, rT:0.3624 +24-08-19 02:30:16.653 : ../models/spf_lut_sam1x5/ | Iter:308200, Sample:643200, GPixel:2.63e-03, dT:0.0033, rT:0.3648 +24-08-19 02:31:02.362 : ../models/spf_lut_sam1x5/ | Iter:308300, Sample:644800, GPixel:2.79e-03, dT:0.0033, rT:0.3650 +24-08-19 02:31:48.102 : ../models/spf_lut_sam1x5/ | Iter:308400, Sample:646400, GPixel:2.78e-03, dT:0.0034, rT:0.3653 +24-08-19 02:32:33.799 : ../models/spf_lut_sam1x5/ | Iter:308500, Sample:648000, GPixel:2.84e-03, dT:0.0033, rT:0.3650 +24-08-19 02:33:19.504 : ../models/spf_lut_sam1x5/ | Iter:308600, Sample:649600, GPixel:2.58e-03, dT:0.0033, rT:0.3650 +24-08-19 02:34:05.103 : ../models/spf_lut_sam1x5/ | Iter:308700, Sample:651200, GPixel:2.65e-03, dT:0.0033, rT:0.3643 +24-08-19 02:34:50.760 : ../models/spf_lut_sam1x5/ | Iter:308800, Sample:652800, GPixel:2.70e-03, dT:0.0033, rT:0.3646 +24-08-19 02:35:36.523 : ../models/spf_lut_sam1x5/ | Iter:308900, Sample:654400, GPixel:2.82e-03, dT:0.0035, rT:0.3656 +24-08-19 02:36:22.251 : ../models/spf_lut_sam1x5/ | Iter:309000, Sample:656000, GPixel:2.81e-03, dT:0.0033, rT:0.3652 +24-08-19 02:37:07.963 : ../models/spf_lut_sam1x5/ | Iter:309100, Sample:657600, GPixel:2.61e-03, dT:0.0033, rT:0.3650 +24-08-19 02:37:53.742 : ../models/spf_lut_sam1x5/ | Iter:309200, Sample:659200, GPixel:2.55e-03, dT:0.0034, rT:0.3655 +24-08-19 02:38:39.397 : ../models/spf_lut_sam1x5/ | Iter:309300, Sample:660800, GPixel:2.77e-03, dT:0.0033, rT:0.3647 +24-08-19 02:39:25.031 : ../models/spf_lut_sam1x5/ | Iter:309400, Sample:662400, GPixel:2.70e-03, dT:0.0033, rT:0.3644 +24-08-19 02:40:10.649 : ../models/spf_lut_sam1x5/ | Iter:309500, Sample:664000, GPixel:2.65e-03, dT:0.0033, rT:0.3643 +24-08-19 02:40:56.288 : ../models/spf_lut_sam1x5/ | Iter:309600, Sample:665600, GPixel:2.74e-03, dT:0.0033, rT:0.3645 +24-08-19 02:41:41.879 : ../models/spf_lut_sam1x5/ | Iter:309700, Sample:667200, GPixel:2.77e-03, dT:0.0034, rT:0.3640 +24-08-19 02:42:27.488 : ../models/spf_lut_sam1x5/ | Iter:309800, Sample:668800, GPixel:2.68e-03, dT:0.0034, rT:0.3643 +24-08-19 02:43:13.206 : ../models/spf_lut_sam1x5/ | Iter:309900, Sample:670400, GPixel:2.64e-03, dT:0.0034, rT:0.3651 +24-08-19 02:43:58.941 : ../models/spf_lut_sam1x5/ | Iter:310000, Sample:672000, GPixel:2.75e-03, dT:0.0034, rT:0.3652 +24-08-19 02:43:59.048 : Checkpoint saved 310000 +24-08-19 02:44:00.090 : Iter 310000 | Dataset Set5 | AVG Val PSNR: 31.106686 +24-08-19 02:44:04.411 : Iter 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+24-08-19 02:50:54.527 : ../models/spf_lut_sam1x5/ | Iter:310900, Sample:686400, GPixel:2.83e-03, dT:0.0034, rT:0.3651 +24-08-19 02:51:40.248 : ../models/spf_lut_sam1x5/ | Iter:311000, Sample:688000, GPixel:2.79e-03, dT:0.0034, rT:0.3653 +24-08-19 02:52:25.951 : ../models/spf_lut_sam1x5/ | Iter:311100, Sample:689600, GPixel:2.67e-03, dT:0.0033, rT:0.3651 +24-08-19 02:53:11.644 : ../models/spf_lut_sam1x5/ | Iter:311200, Sample:691200, GPixel:2.61e-03, dT:0.0034, rT:0.3650 +24-08-19 02:53:57.274 : ../models/spf_lut_sam1x5/ | Iter:311300, Sample:692800, GPixel:2.81e-03, dT:0.0033, rT:0.3645 +24-08-19 02:54:42.871 : ../models/spf_lut_sam1x5/ | Iter:311400, Sample:694400, GPixel:2.95e-03, dT:0.0033, rT:0.3642 +24-08-19 02:55:28.620 : ../models/spf_lut_sam1x5/ | Iter:311500, Sample:696000, GPixel:2.74e-03, dT:0.0033, rT:0.3657 +24-08-19 02:56:14.373 : ../models/spf_lut_sam1x5/ | Iter:311600, Sample:697600, GPixel:2.62e-03, dT:0.0034, rT:0.3654 +24-08-19 02:57:00.143 : 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Sample:736000, GPixel:2.65e-03, dT:0.0033, rT:0.3635 +24-08-19 03:14:35.196 : Checkpoint saved 314000 +24-08-19 03:14:36.236 : Iter 314000 | Dataset Set5 | AVG Val PSNR: 31.099017 +24-08-19 03:14:40.626 : Iter 314000 | Dataset Set14 | AVG Val PSNR: 27.930960 +24-08-19 03:15:25.839 : ../models/spf_lut_sam1x5/ | Iter:314100, Sample:737600, GPixel:2.68e-03, dT:0.0033, rT:0.3611 +24-08-19 03:16:11.401 : ../models/spf_lut_sam1x5/ | Iter:314200, Sample:739200, GPixel:2.72e-03, dT:0.0038, rT:0.3639 +24-08-19 03:16:57.097 : ../models/spf_lut_sam1x5/ | Iter:314300, Sample:740800, GPixel:2.70e-03, dT:0.0033, rT:0.3650 +24-08-19 03:17:42.760 : ../models/spf_lut_sam1x5/ | Iter:314400, Sample:742400, GPixel:2.62e-03, dT:0.0033, rT:0.3646 +24-08-19 03:18:28.455 : ../models/spf_lut_sam1x5/ | Iter:314500, Sample:744000, GPixel:2.74e-03, dT:0.0033, rT:0.3651 +24-08-19 03:19:14.128 : ../models/spf_lut_sam1x5/ | Iter:314600, Sample:745600, GPixel:2.70e-03, dT:0.0033, rT:0.3648 +24-08-19 03:19:59.845 : 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Sample:760000, GPixel:2.75e-03, dT:0.0033, rT:0.3650 +24-08-19 03:26:50.918 : ../models/spf_lut_sam1x5/ | Iter:315600, Sample:761600, GPixel:2.84e-03, dT:0.0033, rT:0.3651 +24-08-19 03:27:36.554 : ../models/spf_lut_sam1x5/ | Iter:315700, Sample:763200, GPixel:2.66e-03, dT:0.0032, rT:0.3646 +24-08-19 03:28:22.102 : ../models/spf_lut_sam1x5/ | Iter:315800, Sample:764800, GPixel:2.66e-03, dT:0.0033, rT:0.3638 +24-08-19 03:29:07.599 : ../models/spf_lut_sam1x5/ | Iter:315900, Sample:766400, GPixel:2.86e-03, dT:0.0033, rT:0.3633 +24-08-19 03:29:53.281 : ../models/spf_lut_sam1x5/ | Iter:316000, Sample:768000, GPixel:2.68e-03, dT:0.0034, rT:0.3653 +24-08-19 03:29:53.389 : Checkpoint saved 316000 +24-08-19 03:29:54.440 : Iter 316000 | Dataset Set5 | AVG Val PSNR: 31.081188 +24-08-19 03:29:58.757 : Iter 316000 | Dataset Set14 | AVG Val PSNR: 27.917461 +24-08-19 03:30:44.126 : ../models/spf_lut_sam1x5/ | Iter:316100, Sample:769600, GPixel:2.67e-03, dT:0.0033, rT:0.3624 +24-08-19 03:31:29.785 : 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Sample:784000, GPixel:2.69e-03, dT:0.0033, rT:0.3652 +24-08-19 03:38:20.564 : ../models/spf_lut_sam1x5/ | Iter:317100, Sample:785600, GPixel:2.51e-03, dT:0.0033, rT:0.3645 +24-08-19 03:39:06.330 : ../models/spf_lut_sam1x5/ | Iter:317200, Sample:787200, GPixel:2.59e-03, dT:0.0034, rT:0.3655 +24-08-19 03:39:52.043 : ../models/spf_lut_sam1x5/ | Iter:317300, Sample:788800, GPixel:2.67e-03, dT:0.0033, rT:0.3651 +24-08-19 03:40:37.695 : ../models/spf_lut_sam1x5/ | Iter:317400, Sample:790400, GPixel:2.62e-03, dT:0.0033, rT:0.3646 +24-08-19 03:41:23.383 : ../models/spf_lut_sam1x5/ | Iter:317500, Sample:792000, GPixel:2.67e-03, dT:0.0034, rT:0.3649 +24-08-19 03:42:08.997 : ../models/spf_lut_sam1x5/ | Iter:317600, Sample:793600, GPixel:2.72e-03, dT:0.0034, rT:0.3644 +24-08-19 03:42:54.631 : ../models/spf_lut_sam1x5/ | Iter:317700, Sample:795200, GPixel:2.51e-03, dT:0.0034, rT:0.3645 +24-08-19 03:43:40.507 : ../models/spf_lut_sam1x5/ | Iter:317800, Sample:796800, GPixel:2.68e-03, dT:0.0037, rT:0.3668 +24-08-19 03:44:25.957 : ../models/spf_lut_sam1x5/ | Iter:317900, Sample:798400, GPixel:2.74e-03, dT:0.0033, rT:0.3630 +24-08-19 03:45:11.624 : ../models/spf_lut_sam1x5/ | Iter:318000, Sample:800000, GPixel:2.74e-03, dT:0.0033, rT:0.3647 +24-08-19 03:45:11.732 : Checkpoint saved 318000 +24-08-19 03:45:12.808 : Iter 318000 | Dataset Set5 | AVG Val PSNR: 31.052653 +24-08-19 03:45:17.112 : Iter 318000 | Dataset Set14 | AVG Val PSNR: 27.900356 +24-08-19 03:46:02.601 : ../models/spf_lut_sam1x5/ | Iter:318100, Sample:801600, GPixel:2.69e-03, dT:0.0034, rT:0.3633 +24-08-19 03:46:48.239 : ../models/spf_lut_sam1x5/ | Iter:318200, Sample:803200, GPixel:2.68e-03, dT:0.0033, rT:0.3644 +24-08-19 03:47:33.754 : ../models/spf_lut_sam1x5/ | Iter:318300, Sample:804800, GPixel:2.82e-03, dT:0.0033, rT:0.3635 +24-08-19 03:48:19.043 : ../models/spf_lut_sam1x5/ | Iter:318400, Sample:806400, GPixel:2.83e-03, dT:0.0033, rT:0.3617 +24-08-19 03:49:04.329 : ../models/spf_lut_sam1x5/ | Iter:318500, Sample:808000, GPixel:2.84e-03, dT:0.0033, rT:0.3618 +24-08-19 03:49:49.864 : ../models/spf_lut_sam1x5/ | Iter:318600, Sample:809600, GPixel:2.54e-03, dT:0.0033, rT:0.3638 +24-08-19 03:50:35.534 : ../models/spf_lut_sam1x5/ | Iter:318700, Sample:811200, GPixel:2.57e-03, dT:0.0033, rT:0.3648 +24-08-19 03:51:21.209 : ../models/spf_lut_sam1x5/ | Iter:318800, Sample:812800, GPixel:2.65e-03, dT:0.0033, rT:0.3649 +24-08-19 03:52:06.945 : ../models/spf_lut_sam1x5/ | Iter:318900, Sample:814400, GPixel:2.73e-03, dT:0.0033, rT:0.3653 +24-08-19 03:52:52.662 : ../models/spf_lut_sam1x5/ | Iter:319000, Sample:816000, GPixel:2.89e-03, dT:0.0033, rT:0.3652 +24-08-19 03:53:38.337 : ../models/spf_lut_sam1x5/ | Iter:319100, Sample:817600, GPixel:2.56e-03, dT:0.0033, rT:0.3650 +24-08-19 03:54:23.984 : ../models/spf_lut_sam1x5/ | Iter:319200, Sample:819200, GPixel:2.64e-03, dT:0.0033, rT:0.3647 +24-08-19 03:55:09.623 : ../models/spf_lut_sam1x5/ | Iter:319300, Sample:820800, GPixel:2.74e-03, dT:0.0035, 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Sample:896000, GPixel:2.78e-03, dT:0.0033, rT:0.3646 +24-08-19 04:31:05.150 : Checkpoint saved 324000 +24-08-19 04:31:06.254 : Iter 324000 | Dataset Set5 | AVG Val PSNR: 31.056352 +24-08-19 04:31:10.658 : Iter 324000 | Dataset Set14 | AVG Val PSNR: 27.893494 +24-08-19 04:31:55.733 : ../models/spf_lut_sam1x5/ | Iter:324100, Sample:897600, GPixel:2.58e-03, dT:0.0034, rT:0.3601 +24-08-19 04:32:41.076 : ../models/spf_lut_sam1x5/ | Iter:324200, Sample:899200, GPixel:2.74e-03, dT:0.0033, rT:0.3621 +24-08-19 04:33:26.796 : ../models/spf_lut_sam1x5/ | Iter:324300, Sample:900800, GPixel:2.61e-03, dT:0.0033, rT:0.3652 +24-08-19 04:34:12.215 : ../models/spf_lut_sam1x5/ | Iter:324400, Sample:902400, GPixel:2.49e-03, dT:0.0033, rT:0.3627 +24-08-19 04:34:57.541 : ../models/spf_lut_sam1x5/ | Iter:324500, Sample:904000, GPixel:2.76e-03, dT:0.0033, rT:0.3621 +24-08-19 04:35:43.086 : ../models/spf_lut_sam1x5/ | Iter:324600, Sample:905600, GPixel:2.84e-03, dT:0.0033, rT:0.3637 +24-08-19 04:36:28.629 : 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Sample:920000, GPixel:2.72e-03, dT:0.0033, rT:0.3643 +24-08-19 04:43:18.840 : ../models/spf_lut_sam1x5/ | Iter:325600, Sample:921600, GPixel:2.63e-03, dT:0.0033, rT:0.3638 +24-08-19 04:44:04.609 : ../models/spf_lut_sam1x5/ | Iter:325700, Sample:923200, GPixel:2.75e-03, dT:0.0033, rT:0.3656 +24-08-19 04:44:50.299 : ../models/spf_lut_sam1x5/ | Iter:325800, Sample:924800, GPixel:2.64e-03, dT:0.0033, rT:0.3649 +24-08-19 04:45:35.974 : ../models/spf_lut_sam1x5/ | Iter:325900, Sample:926400, GPixel:2.68e-03, dT:0.0034, rT:0.3648 +24-08-19 04:46:21.715 : ../models/spf_lut_sam1x5/ | Iter:326000, Sample:928000, GPixel:2.74e-03, dT:0.0034, rT:0.3654 +24-08-19 04:46:21.822 : Checkpoint saved 326000 +24-08-19 04:46:22.881 : Iter 326000 | Dataset Set5 | AVG Val PSNR: 31.047827 +24-08-19 04:46:27.284 : Iter 326000 | Dataset Set14 | AVG Val PSNR: 27.903739 +24-08-19 04:47:12.401 : ../models/spf_lut_sam1x5/ | Iter:326100, Sample:929600, GPixel:2.71e-03, dT:0.0033, rT:0.3604 +24-08-19 04:47:58.008 : 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Sample:944000, GPixel:2.66e-03, dT:0.0035, rT:0.3650 +24-08-19 04:54:49.451 : ../models/spf_lut_sam1x5/ | Iter:327100, Sample:945600, GPixel:2.62e-03, dT:0.0034, rT:0.3655 +24-08-19 04:55:35.109 : ../models/spf_lut_sam1x5/ | Iter:327200, Sample:947200, GPixel:2.81e-03, dT:0.0033, rT:0.3647 +24-08-19 04:56:20.824 : ../models/spf_lut_sam1x5/ | Iter:327300, Sample:948800, GPixel:2.91e-03, dT:0.0033, rT:0.3652 +24-08-19 04:57:06.414 : ../models/spf_lut_sam1x5/ | Iter:327400, Sample:950400, GPixel:2.72e-03, dT:0.0034, rT:0.3641 +24-08-19 04:57:52.096 : ../models/spf_lut_sam1x5/ | Iter:327500, Sample:952000, GPixel:2.69e-03, dT:0.0034, rT:0.3649 +24-08-19 04:58:37.826 : ../models/spf_lut_sam1x5/ | Iter:327600, Sample:953600, GPixel:2.81e-03, dT:0.0034, rT:0.3652 +24-08-19 04:59:23.580 : ../models/spf_lut_sam1x5/ | Iter:327700, Sample:955200, GPixel:2.61e-03, dT:0.0034, rT:0.3654 +24-08-19 05:00:09.357 : ../models/spf_lut_sam1x5/ | Iter:327800, Sample:956800, GPixel:2.89e-03, dT:0.0033, rT:0.3657 +24-08-19 05:00:55.074 : ../models/spf_lut_sam1x5/ | Iter:327900, Sample:958400, GPixel:2.84e-03, dT:0.0033, rT:0.3652 +24-08-19 05:01:40.729 : ../models/spf_lut_sam1x5/ | Iter:328000, Sample:960000, GPixel:2.77e-03, dT:0.0033, rT:0.3647 +24-08-19 05:01:40.837 : Checkpoint saved 328000 +24-08-19 05:01:41.945 : Iter 328000 | Dataset Set5 | AVG Val PSNR: 31.074757 +24-08-19 05:01:46.360 : Iter 328000 | Dataset Set14 | AVG Val PSNR: 27.910711 +24-08-19 05:02:31.792 : ../models/spf_lut_sam1x5/ | Iter:328100, Sample:961600, GPixel:2.78e-03, dT:0.0034, rT:0.3629 +24-08-19 05:03:17.379 : ../models/spf_lut_sam1x5/ | Iter:328200, Sample:963200, GPixel:2.82e-03, dT:0.0033, rT:0.3642 +24-08-19 05:04:03.003 : ../models/spf_lut_sam1x5/ | Iter:328300, Sample:964800, GPixel:2.62e-03, dT:0.0033, rT:0.3646 +24-08-19 05:04:48.670 : ../models/spf_lut_sam1x5/ | Iter:328400, Sample:966400, GPixel:2.71e-03, dT:0.0033, rT:0.3648 +24-08-19 05:05:34.467 : ../models/spf_lut_sam1x5/ | Iter:328500, Sample:968000, GPixel:2.80e-03, dT:0.0035, rT:0.3661 +24-08-19 05:06:20.215 : ../models/spf_lut_sam1x5/ | Iter:328600, Sample:969600, GPixel:2.70e-03, dT:0.0033, rT:0.3656 +24-08-19 05:07:05.978 : ../models/spf_lut_sam1x5/ | Iter:328700, Sample:971200, GPixel:2.65e-03, dT:0.0033, rT:0.3654 +24-08-19 05:07:51.804 : ../models/spf_lut_sam1x5/ | Iter:328800, Sample:972800, GPixel:2.48e-03, dT:0.0033, rT:0.3660 +24-08-19 05:08:37.575 : ../models/spf_lut_sam1x5/ | Iter:328900, Sample:974400, GPixel:2.81e-03, dT:0.0034, rT:0.3655 +24-08-19 05:09:23.217 : ../models/spf_lut_sam1x5/ | Iter:329000, Sample:976000, GPixel:2.62e-03, dT:0.0034, rT:0.3646 +24-08-19 05:10:09.016 : ../models/spf_lut_sam1x5/ | Iter:329100, Sample:977600, GPixel:2.72e-03, dT:0.0034, rT:0.3658 +24-08-19 05:10:54.774 : ../models/spf_lut_sam1x5/ | Iter:329200, Sample:979200, GPixel:2.60e-03, dT:0.0034, rT:0.3656 +24-08-19 05:11:40.538 : ../models/spf_lut_sam1x5/ | Iter:329300, Sample:980800, GPixel:2.69e-03, dT:0.0034, 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| Iter:334000, Sample:1056000, GPixel:2.66e-03, dT:0.0034, rT:0.3653 +24-08-19 05:47:36.794 : Checkpoint saved 334000 +24-08-19 05:47:37.836 : Iter 334000 | Dataset Set5 | AVG Val PSNR: 31.020479 +24-08-19 05:47:42.188 : Iter 334000 | Dataset Set14 | AVG Val PSNR: 27.895340 +24-08-19 05:48:27.657 : ../models/spf_lut_sam1x5/ | Iter:334100, Sample:1057600, GPixel:2.72e-03, dT:0.0033, rT:0.3632 +24-08-19 05:49:13.352 : ../models/spf_lut_sam1x5/ | Iter:334200, Sample:1059200, GPixel:2.73e-03, dT:0.0033, rT:0.3650 +24-08-19 05:49:58.966 : ../models/spf_lut_sam1x5/ | Iter:334300, Sample:1060800, GPixel:2.54e-03, dT:0.0033, rT:0.3643 +24-08-19 05:50:44.596 : ../models/spf_lut_sam1x5/ | Iter:334400, Sample:1062400, GPixel:2.62e-03, dT:0.0033, rT:0.3644 +24-08-19 05:51:30.179 : ../models/spf_lut_sam1x5/ | Iter:334500, Sample:1064000, GPixel:2.79e-03, dT:0.0033, rT:0.3642 +24-08-19 05:52:15.879 : ../models/spf_lut_sam1x5/ | Iter:334600, Sample:1065600, GPixel:2.73e-03, dT:0.0033, rT:0.3650 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| Iter:337800, Sample:1116800, GPixel:2.63e-03, dT:0.0033, rT:0.3645 +24-08-19 06:17:30.244 : ../models/spf_lut_sam1x5/ | Iter:337900, Sample:1118400, GPixel:2.69e-03, dT:0.0033, rT:0.3655 +24-08-19 06:18:16.022 : ../models/spf_lut_sam1x5/ | Iter:338000, Sample:1120000, GPixel:2.80e-03, dT:0.0033, rT:0.3656 +24-08-19 06:18:16.126 : Checkpoint saved 338000 +24-08-19 06:18:17.223 : Iter 338000 | Dataset Set5 | AVG Val PSNR: 31.044669 +24-08-19 06:18:21.605 : Iter 338000 | Dataset Set14 | AVG Val PSNR: 27.908380 +24-08-19 06:19:06.908 : ../models/spf_lut_sam1x5/ | Iter:338100, Sample:1121600, GPixel:2.70e-03, dT:0.0034, rT:0.3618 +24-08-19 06:19:52.436 : ../models/spf_lut_sam1x5/ | Iter:338200, Sample:1123200, GPixel:2.68e-03, dT:0.0034, rT:0.3637 +24-08-19 06:20:38.217 : ../models/spf_lut_sam1x5/ | Iter:338300, Sample:1124800, GPixel:2.84e-03, dT:0.0033, rT:0.3657 +24-08-19 06:21:23.982 : ../models/spf_lut_sam1x5/ | Iter:338400, Sample:1126400, GPixel:2.68e-03, dT:0.0033, rT:0.3654 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06:33:36.511 : Iter 340000 | Dataset Set5 | AVG Val PSNR: 31.110559 +24-08-19 06:33:40.965 : Iter 340000 | Dataset Set14 | AVG Val PSNR: 27.918875 +24-08-19 06:34:26.171 : ../models/spf_lut_sam1x5/ | Iter:340100, Sample:1153600, GPixel:2.79e-03, dT:0.0034, rT:0.3611 +24-08-19 06:35:11.377 : ../models/spf_lut_sam1x5/ | Iter:340200, Sample:1155200, GPixel:2.59e-03, dT:0.0033, rT:0.3611 +24-08-19 06:35:57.016 : ../models/spf_lut_sam1x5/ | Iter:340300, Sample:1156800, GPixel:2.63e-03, dT:0.0033, rT:0.3645 +24-08-19 06:36:42.711 : ../models/spf_lut_sam1x5/ | Iter:340400, Sample:1158400, GPixel:2.58e-03, dT:0.0033, rT:0.3649 +24-08-19 06:37:28.389 : ../models/spf_lut_sam1x5/ | Iter:340500, Sample:1160000, GPixel:2.64e-03, dT:0.0034, rT:0.3648 +24-08-19 06:38:13.945 : ../models/spf_lut_sam1x5/ | Iter:340600, Sample:1161600, GPixel:2.75e-03, dT:0.0033, rT:0.3638 +24-08-19 06:38:59.544 : ../models/spf_lut_sam1x5/ | Iter:340700, Sample:1163200, GPixel:2.67e-03, dT:0.0033, rT:0.3642 +24-08-19 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| Iter:341600, Sample:1177600, GPixel:2.82e-03, dT:0.0033, rT:0.3635 +24-08-19 06:46:36.049 : ../models/spf_lut_sam1x5/ | Iter:341700, Sample:1179200, GPixel:2.65e-03, dT:0.0033, rT:0.3644 +24-08-19 06:47:21.743 : ../models/spf_lut_sam1x5/ | Iter:341800, Sample:1180800, GPixel:2.58e-03, dT:0.0033, rT:0.3650 +24-08-19 06:48:07.452 : ../models/spf_lut_sam1x5/ | Iter:341900, Sample:1182400, GPixel:2.76e-03, dT:0.0033, rT:0.3651 +24-08-19 06:48:53.147 : ../models/spf_lut_sam1x5/ | Iter:342000, Sample:1184000, GPixel:2.75e-03, dT:0.0033, rT:0.3649 +24-08-19 06:48:53.255 : Checkpoint saved 342000 +24-08-19 06:48:54.235 : Iter 342000 | Dataset Set5 | AVG Val PSNR: 31.093826 +24-08-19 06:48:58.565 : Iter 342000 | Dataset Set14 | AVG Val PSNR: 27.930147 +24-08-19 06:49:43.877 : ../models/spf_lut_sam1x5/ | Iter:342100, Sample:1185600, GPixel:2.59e-03, dT:0.0034, rT:0.3618 +24-08-19 06:50:29.544 : ../models/spf_lut_sam1x5/ | Iter:342200, Sample:1187200, GPixel:2.71e-03, dT:0.0033, rT:0.3649 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Sample:1214400, GPixel:2.68e-03, dT:0.0034, rT:0.3649 +24-08-19 07:04:11.661 : ../models/spf_lut_sam1x5/ | Iter:344000, Sample:1216000, GPixel:2.58e-03, dT:0.0034, rT:0.3648 +24-08-19 07:04:11.770 : Checkpoint saved 344000 +24-08-19 07:04:12.883 : Iter 344000 | Dataset Set5 | AVG Val PSNR: 31.077237 +24-08-19 07:04:17.143 : Iter 344000 | Dataset Set14 | AVG Val PSNR: 27.923317 +24-08-19 07:05:02.194 : ../models/spf_lut_sam1x5/ | Iter:344100, Sample:1217600, GPixel:2.82e-03, dT:0.0034, rT:0.3598 +24-08-19 07:05:47.419 : ../models/spf_lut_sam1x5/ | Iter:344200, Sample:1219200, GPixel:2.80e-03, dT:0.0033, rT:0.3613 +24-08-19 07:06:33.169 : ../models/spf_lut_sam1x5/ | Iter:344300, Sample:1220800, GPixel:2.58e-03, dT:0.0033, rT:0.3654 +24-08-19 07:07:18.856 : ../models/spf_lut_sam1x5/ | Iter:344400, Sample:1222400, GPixel:2.51e-03, dT:0.0034, rT:0.3649 +24-08-19 07:08:04.444 : ../models/spf_lut_sam1x5/ | Iter:344500, Sample:1224000, GPixel:2.76e-03, dT:0.0038, rT:0.3640 +24-08-19 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| Iter:345400, Sample:1238400, GPixel:2.69e-03, dT:0.0033, rT:0.3639 +24-08-19 07:15:40.364 : ../models/spf_lut_sam1x5/ | Iter:345500, Sample:1240000, GPixel:2.73e-03, dT:0.0033, rT:0.3642 +24-08-19 07:16:26.056 : ../models/spf_lut_sam1x5/ | Iter:345600, Sample:1241600, GPixel:2.64e-03, dT:0.0033, rT:0.3649 +24-08-19 07:17:11.702 : ../models/spf_lut_sam1x5/ | Iter:345700, Sample:1243200, GPixel:2.84e-03, dT:0.0033, rT:0.3645 +24-08-19 07:17:57.438 : ../models/spf_lut_sam1x5/ | Iter:345800, Sample:1244800, GPixel:2.74e-03, dT:0.0033, rT:0.3652 +24-08-19 07:18:43.065 : ../models/spf_lut_sam1x5/ | Iter:345900, Sample:1246400, GPixel:2.73e-03, dT:0.0033, rT:0.3644 +24-08-19 07:19:28.720 : ../models/spf_lut_sam1x5/ | Iter:346000, Sample:1248000, GPixel:2.86e-03, dT:0.0033, rT:0.3647 +24-08-19 07:19:28.961 : Checkpoint saved 346000 +24-08-19 07:19:30.047 : Iter 346000 | Dataset Set5 | AVG Val PSNR: 31.125741 +24-08-19 07:19:34.480 : Iter 346000 | Dataset Set14 | AVG Val PSNR: 27.948338 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Sample:1275200, GPixel:2.79e-03, dT:0.0033, rT:0.3649 +24-08-19 07:33:14.134 : ../models/spf_lut_sam1x5/ | Iter:347800, Sample:1276800, GPixel:2.59e-03, dT:0.0034, rT:0.3644 +24-08-19 07:33:59.815 : ../models/spf_lut_sam1x5/ | Iter:347900, Sample:1278400, GPixel:2.55e-03, dT:0.0034, rT:0.3648 +24-08-19 07:34:45.558 : ../models/spf_lut_sam1x5/ | Iter:348000, Sample:1280000, GPixel:2.69e-03, dT:0.0035, rT:0.3657 +24-08-19 07:34:45.668 : Checkpoint saved 348000 +24-08-19 07:34:46.730 : Iter 348000 | Dataset Set5 | AVG Val PSNR: 31.073140 +24-08-19 07:34:51.136 : Iter 348000 | Dataset Set14 | AVG Val PSNR: 27.930866 +24-08-19 07:35:36.228 : ../models/spf_lut_sam1x5/ | Iter:348100, Sample:1281600, GPixel:2.67e-03, dT:0.0033, rT:0.3601 +24-08-19 07:36:21.883 : ../models/spf_lut_sam1x5/ | Iter:348200, Sample:1283200, GPixel:2.82e-03, dT:0.0033, rT:0.3646 +24-08-19 07:37:07.519 : ../models/spf_lut_sam1x5/ | Iter:348300, Sample:1284800, GPixel:2.64e-03, dT:0.0033, rT:0.3646 +24-08-19 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| Iter:349200, Sample:1299200, GPixel:2.79e-03, dT:0.0033, rT:0.3651 +24-08-19 07:44:44.638 : ../models/spf_lut_sam1x5/ | Iter:349300, Sample:1300800, GPixel:2.73e-03, dT:0.0034, rT:0.3654 +24-08-19 07:45:30.612 : ../models/spf_lut_sam1x5/ | Iter:349400, Sample:1302400, GPixel:2.81e-03, dT:0.0035, rT:0.3686 +24-08-19 07:46:16.053 : ../models/spf_lut_sam1x5/ | Iter:349500, Sample:1304000, GPixel:2.49e-03, dT:0.0036, rT:0.3636 +24-08-19 07:47:01.170 : ../models/spf_lut_sam1x5/ | Iter:349600, Sample:1305600, GPixel:2.60e-03, dT:0.0038, rT:0.3616 +24-08-19 07:47:46.319 : ../models/spf_lut_sam1x5/ | Iter:349700, Sample:1307200, GPixel:2.60e-03, dT:0.0036, rT:0.3619 +24-08-19 07:48:31.451 : ../models/spf_lut_sam1x5/ | Iter:349800, Sample:1308800, GPixel:2.74e-03, dT:0.0036, rT:0.3621 +24-08-19 07:49:16.591 : ../models/spf_lut_sam1x5/ | Iter:349900, Sample:1310400, GPixel:2.77e-03, dT:0.0034, rT:0.3616 +24-08-19 07:50:01.575 : ../models/spf_lut_sam1x5/ | Iter:350000, Sample:1312000, GPixel:2.63e-03, dT:0.0035, rT:0.3601 +24-08-19 07:50:01.679 : Checkpoint saved 350000 +24-08-19 07:50:02.729 : Iter 350000 | Dataset Set5 | AVG Val PSNR: 31.060740 +24-08-19 07:50:07.328 : Iter 350000 | Dataset Set14 | AVG Val PSNR: 27.911948 +24-08-19 07:50:52.219 : ../models/spf_lut_sam1x5/ | Iter:350100, Sample:1313600, GPixel:2.67e-03, dT:0.0034, rT:0.3604 +24-08-19 07:51:37.132 : ../models/spf_lut_sam1x5/ | Iter:350200, Sample:1315200, GPixel:2.58e-03, dT:0.0033, rT:0.3602 +24-08-19 07:52:21.896 : ../models/spf_lut_sam1x5/ | Iter:350300, Sample:1316800, GPixel:2.58e-03, dT:0.0034, rT:0.3590 +24-08-19 07:53:06.687 : ../models/spf_lut_sam1x5/ | Iter:350400, Sample:1318400, GPixel:2.71e-03, dT:0.0038, rT:0.3592 +24-08-19 07:53:51.760 : ../models/spf_lut_sam1x5/ | Iter:350500, Sample:1320000, GPixel:2.74e-03, dT:0.0037, rT:0.3617 +24-08-19 07:54:36.653 : ../models/spf_lut_sam1x5/ | Iter:350600, Sample:1321600, GPixel:2.88e-03, dT:0.0034, rT:0.3599 +24-08-19 07:55:21.708 : 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Sample:1336000, GPixel:2.73e-03, dT:0.0036, rT:0.3598 +24-08-19 08:02:06.952 : ../models/spf_lut_sam1x5/ | Iter:351600, Sample:1337600, GPixel:2.68e-03, dT:0.0034, rT:0.3600 +24-08-19 08:02:51.983 : ../models/spf_lut_sam1x5/ | Iter:351700, Sample:1339200, GPixel:2.62e-03, dT:0.0036, rT:0.3613 +24-08-19 08:03:36.938 : ../models/spf_lut_sam1x5/ | Iter:351800, Sample:1340800, GPixel:2.67e-03, dT:0.0034, rT:0.3605 +24-08-19 08:04:21.964 : ../models/spf_lut_sam1x5/ | Iter:351900, Sample:1342400, GPixel:2.93e-03, dT:0.0035, rT:0.3614 +24-08-19 08:05:06.939 : ../models/spf_lut_sam1x5/ | Iter:352000, Sample:1344000, GPixel:2.64e-03, dT:0.0037, rT:0.3610 +24-08-19 08:05:07.043 : Checkpoint saved 352000 +24-08-19 08:05:08.073 : Iter 352000 | Dataset Set5 | AVG Val PSNR: 31.084784 +24-08-19 08:05:12.752 : Iter 352000 | Dataset Set14 | AVG Val PSNR: 27.944529 +24-08-19 08:05:57.372 : ../models/spf_lut_sam1x5/ | Iter:352100, Sample:1345600, GPixel:2.76e-03, dT:0.0035, rT:0.3578 +24-08-19 08:06:42.308 : ../models/spf_lut_sam1x5/ | Iter:352200, Sample:1347200, GPixel:2.57e-03, dT:0.0033, rT:0.3606 +24-08-19 08:07:26.963 : ../models/spf_lut_sam1x5/ | Iter:352300, Sample:1348800, GPixel:2.80e-03, dT:0.0034, rT:0.3584 +24-08-19 08:08:11.668 : ../models/spf_lut_sam1x5/ | Iter:352400, Sample:1350400, GPixel:2.78e-03, dT:0.0035, rT:0.3583 +24-08-19 08:08:56.654 : ../models/spf_lut_sam1x5/ | Iter:352500, Sample:1352000, GPixel:2.72e-03, dT:0.0035, rT:0.3609 +24-08-19 08:09:41.569 : ../models/spf_lut_sam1x5/ | Iter:352600, Sample:1353600, GPixel:2.70e-03, dT:0.0035, rT:0.3598 +24-08-19 08:10:26.633 : ../models/spf_lut_sam1x5/ | Iter:352700, Sample:1355200, GPixel:2.73e-03, dT:0.0036, rT:0.3614 +24-08-19 08:11:11.509 : ../models/spf_lut_sam1x5/ | Iter:352800, Sample:1356800, GPixel:2.64e-03, dT:0.0034, rT:0.3598 +24-08-19 08:11:56.522 : ../models/spf_lut_sam1x5/ | Iter:352900, Sample:1358400, GPixel:2.78e-03, dT:0.0038, rT:0.3610 +24-08-19 08:12:41.617 : ../models/spf_lut_sam1x5/ | Iter:353000, Sample:1360000, GPixel:2.68e-03, dT:0.0037, rT:0.3617 +24-08-19 08:13:26.597 : ../models/spf_lut_sam1x5/ | Iter:353100, Sample:1361600, GPixel:2.84e-03, dT:0.0034, rT:0.3608 +24-08-19 08:14:11.316 : ../models/spf_lut_sam1x5/ | Iter:353200, Sample:1363200, GPixel:2.70e-03, dT:0.0036, rT:0.3587 +24-08-19 08:14:55.973 : ../models/spf_lut_sam1x5/ | Iter:353300, Sample:1364800, GPixel:2.60e-03, dT:0.0037, rT:0.3578 +24-08-19 08:15:40.558 : ../models/spf_lut_sam1x5/ | Iter:353400, Sample:1366400, GPixel:2.81e-03, dT:0.0036, rT:0.3573 +24-08-19 08:16:25.474 : ../models/spf_lut_sam1x5/ | Iter:353500, Sample:1368000, GPixel:2.83e-03, dT:0.0039, rT:0.3602 +24-08-19 08:17:10.205 : ../models/spf_lut_sam1x5/ | Iter:353600, Sample:1369600, GPixel:2.84e-03, dT:0.0034, rT:0.3589 +24-08-19 08:17:54.833 : ../models/spf_lut_sam1x5/ | Iter:353700, Sample:1371200, GPixel:2.58e-03, dT:0.0033, rT:0.3581 +24-08-19 08:18:39.669 : ../models/spf_lut_sam1x5/ | Iter:353800, Sample:1372800, GPixel:2.71e-03, dT:0.0036, rT:0.3597 +24-08-19 08:19:24.414 : ../models/spf_lut_sam1x5/ | Iter:353900, Sample:1374400, GPixel:2.74e-03, dT:0.0035, rT:0.3584 +24-08-19 08:20:09.116 : ../models/spf_lut_sam1x5/ | Iter:354000, Sample:1376000, GPixel:2.67e-03, dT:0.0035, rT:0.3583 +24-08-19 08:20:09.239 : Checkpoint saved 354000 +24-08-19 08:20:10.342 : Iter 354000 | Dataset Set5 | AVG Val PSNR: 31.010384 +24-08-19 08:20:14.784 : Iter 354000 | Dataset Set14 | AVG Val PSNR: 27.900441 +24-08-19 08:20:59.707 : ../models/spf_lut_sam1x5/ | Iter:354100, Sample:1377600, GPixel:2.63e-03, dT:0.0036, rT:0.3622 +24-08-19 08:21:44.368 : ../models/spf_lut_sam1x5/ | Iter:354200, Sample:1379200, GPixel:2.71e-03, dT:0.0033, rT:0.3585 +24-08-19 08:22:28.933 : ../models/spf_lut_sam1x5/ | Iter:354300, Sample:1380800, GPixel:2.58e-03, dT:0.0033, rT:0.3573 +24-08-19 08:23:13.459 : ../models/spf_lut_sam1x5/ | Iter:354400, Sample:1382400, GPixel:2.76e-03, dT:0.0033, rT:0.3569 +24-08-19 08:23:58.219 : ../models/spf_lut_sam1x5/ | Iter:354500, Sample:1384000, GPixel:2.66e-03, dT:0.0034, rT:0.3588 +24-08-19 08:24:42.945 : ../models/spf_lut_sam1x5/ | Iter:354600, Sample:1385600, GPixel:2.87e-03, dT:0.0035, rT:0.3584 +24-08-19 08:25:27.605 : ../models/spf_lut_sam1x5/ | Iter:354700, Sample:1387200, GPixel:2.69e-03, dT:0.0035, rT:0.3584 +24-08-19 08:26:12.563 : ../models/spf_lut_sam1x5/ | Iter:354800, Sample:1388800, GPixel:2.66e-03, dT:0.0034, rT:0.3607 +24-08-19 08:26:57.513 : ../models/spf_lut_sam1x5/ | Iter:354900, Sample:1390400, GPixel:2.79e-03, dT:0.0037, rT:0.3601 +24-08-19 08:27:42.491 : ../models/spf_lut_sam1x5/ | Iter:355000, Sample:1392000, GPixel:2.68e-03, dT:0.0034, rT:0.3608 +24-08-19 08:28:27.252 : ../models/spf_lut_sam1x5/ | Iter:355100, Sample:1393600, GPixel:2.65e-03, dT:0.0034, rT:0.3585 +24-08-19 08:29:12.176 : ../models/spf_lut_sam1x5/ | Iter:355200, Sample:1395200, GPixel:2.71e-03, dT:0.0035, rT:0.3602 +24-08-19 08:29:57.187 : ../models/spf_lut_sam1x5/ | Iter:355300, Sample:1396800, GPixel:2.78e-03, dT:0.0035, rT:0.3610 +24-08-19 08:30:41.858 : ../models/spf_lut_sam1x5/ | Iter:355400, Sample:1398400, GPixel:2.68e-03, dT:0.0033, rT:0.3571 +24-08-19 08:31:26.921 : ../models/spf_lut_sam1x5/ | Iter:355500, Sample:1400000, GPixel:2.76e-03, dT:0.0032, rT:0.3600 +24-08-19 08:32:12.056 : ../models/spf_lut_sam1x5/ | Iter:355600, Sample:1401600, GPixel:2.70e-03, dT:0.0032, rT:0.3604 +24-08-19 08:32:57.272 : ../models/spf_lut_sam1x5/ | Iter:355700, Sample:1403200, GPixel:2.62e-03, dT:0.0032, rT:0.3610 +24-08-19 08:33:42.433 : ../models/spf_lut_sam1x5/ | Iter:355800, Sample:1404800, GPixel:2.59e-03, dT:0.0033, rT:0.3606 +24-08-19 08:34:27.637 : ../models/spf_lut_sam1x5/ | Iter:355900, Sample:1406400, GPixel:2.64e-03, dT:0.0032, rT:0.3609 +24-08-19 08:35:12.809 : ../models/spf_lut_sam1x5/ | Iter:356000, Sample:1408000, GPixel:2.76e-03, dT:0.0033, rT:0.3607 +24-08-19 08:35:12.913 : Checkpoint saved 356000 +24-08-19 08:35:13.994 : Iter 356000 | Dataset Set5 | AVG Val PSNR: 31.072961 +24-08-19 08:35:18.440 : Iter 356000 | Dataset Set14 | AVG Val PSNR: 27.927969 +24-08-19 08:36:03.781 : ../models/spf_lut_sam1x5/ | Iter:356100, Sample:1409600, GPixel:2.73e-03, dT:0.0034, rT:0.3620 +24-08-19 08:36:49.390 : ../models/spf_lut_sam1x5/ | Iter:356200, Sample:1411200, GPixel:2.77e-03, dT:0.0032, rT:0.3641 +24-08-19 08:37:35.121 : ../models/spf_lut_sam1x5/ | Iter:356300, Sample:1412800, GPixel:2.64e-03, dT:0.0032, rT:0.3652 +24-08-19 08:38:20.848 : ../models/spf_lut_sam1x5/ | Iter:356400, Sample:1414400, GPixel:2.67e-03, dT:0.0032, rT:0.3651 +24-08-19 08:39:06.628 : ../models/spf_lut_sam1x5/ | Iter:356500, Sample:1416000, GPixel:2.66e-03, dT:0.0032, rT:0.3655 +24-08-19 08:39:52.107 : ../models/spf_lut_sam1x5/ | Iter:356600, Sample:1417600, GPixel:2.74e-03, dT:0.0032, rT:0.3634 +24-08-19 08:40:37.499 : ../models/spf_lut_sam1x5/ | Iter:356700, Sample:1419200, GPixel:2.84e-03, dT:0.0031, rT:0.3624 +24-08-19 08:41:23.053 : ../models/spf_lut_sam1x5/ | Iter:356800, Sample:1420800, GPixel:2.72e-03, dT:0.0031, rT:0.3637 +24-08-19 08:42:08.538 : ../models/spf_lut_sam1x5/ | Iter:356900, Sample:1422400, GPixel:2.67e-03, dT:0.0032, rT:0.3631 +24-08-19 08:42:54.022 : ../models/spf_lut_sam1x5/ | Iter:357000, Sample:1424000, GPixel:2.80e-03, dT:0.0031, rT:0.3632 +24-08-19 08:43:39.692 : ../models/spf_lut_sam1x5/ | Iter:357100, Sample:1425600, GPixel:2.83e-03, dT:0.0037, rT:0.3647 +24-08-19 08:44:25.365 : ../models/spf_lut_sam1x5/ | Iter:357200, Sample:1427200, GPixel:2.72e-03, dT:0.0032, rT:0.3647 +24-08-19 08:45:10.894 : ../models/spf_lut_sam1x5/ | Iter:357300, Sample:1428800, GPixel:2.79e-03, dT:0.0032, rT:0.3636 +24-08-19 08:45:56.446 : ../models/spf_lut_sam1x5/ | Iter:357400, Sample:1430400, GPixel:2.74e-03, dT:0.0032, rT:0.3640 +24-08-19 08:46:42.064 : ../models/spf_lut_sam1x5/ | Iter:357500, Sample:1432000, GPixel:2.92e-03, dT:0.0031, rT:0.3642 +24-08-19 08:47:27.839 : ../models/spf_lut_sam1x5/ | Iter:357600, Sample:1433600, GPixel:2.75e-03, dT:0.0031, rT:0.3655 +24-08-19 08:48:13.452 : ../models/spf_lut_sam1x5/ | Iter:357700, Sample:1435200, GPixel:2.73e-03, dT:0.0031, rT:0.3642 +24-08-19 08:48:59.096 : ../models/spf_lut_sam1x5/ | Iter:357800, Sample:1436800, GPixel:2.75e-03, dT:0.0032, rT:0.3645 +24-08-19 08:49:44.715 : ../models/spf_lut_sam1x5/ | Iter:357900, Sample:1438400, GPixel:2.77e-03, dT:0.0032, rT:0.3642 +24-08-19 08:50:30.274 : ../models/spf_lut_sam1x5/ | Iter:358000, Sample:1440000, GPixel:2.71e-03, dT:0.0032, rT:0.3638 +24-08-19 08:50:30.384 : Checkpoint saved 358000 +24-08-19 08:50:31.473 : Iter 358000 | Dataset Set5 | AVG Val PSNR: 31.102835 +24-08-19 08:50:35.868 : Iter 358000 | Dataset Set14 | AVG Val PSNR: 27.933923 +24-08-19 08:51:21.021 : ../models/spf_lut_sam1x5/ | Iter:358100, Sample:1441600, GPixel:2.89e-03, dT:0.0032, rT:0.3604 +24-08-19 08:52:06.174 : ../models/spf_lut_sam1x5/ | Iter:358200, Sample:1443200, GPixel:2.78e-03, dT:0.0032, rT:0.3605 +24-08-19 08:52:51.373 : 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Sample:1457600, GPixel:2.63e-03, dT:0.0032, rT:0.3638 +24-08-19 08:59:41.346 : ../models/spf_lut_sam1x5/ | Iter:359200, Sample:1459200, GPixel:2.77e-03, dT:0.0031, rT:0.3645 +24-08-19 09:00:26.941 : ../models/spf_lut_sam1x5/ | Iter:359300, Sample:1460800, GPixel:2.65e-03, dT:0.0032, rT:0.3641 +24-08-19 09:01:12.617 : ../models/spf_lut_sam1x5/ | Iter:359400, Sample:1462400, GPixel:2.71e-03, dT:0.0032, rT:0.3647 +24-08-19 09:01:58.233 : ../models/spf_lut_sam1x5/ | Iter:359500, Sample:1464000, GPixel:2.70e-03, dT:0.0032, rT:0.3642 +24-08-19 09:02:43.825 : ../models/spf_lut_sam1x5/ | Iter:359600, Sample:1465600, GPixel:2.54e-03, dT:0.0032, rT:0.3640 +24-08-19 09:03:29.406 : ../models/spf_lut_sam1x5/ | Iter:359700, Sample:1467200, GPixel:2.74e-03, dT:0.0032, rT:0.3639 +24-08-19 09:04:14.932 : ../models/spf_lut_sam1x5/ | Iter:359800, Sample:1468800, GPixel:2.60e-03, dT:0.0032, rT:0.3636 +24-08-19 09:05:00.563 : ../models/spf_lut_sam1x5/ | Iter:359900, Sample:1470400, GPixel:2.60e-03, dT:0.0032, rT:0.3644 +24-08-19 09:05:46.244 : ../models/spf_lut_sam1x5/ | Iter:360000, Sample:1472000, GPixel:2.60e-03, dT:0.0031, rT:0.3648 +24-08-19 09:05:46.350 : Checkpoint saved 360000 +24-08-19 09:05:47.395 : Iter 360000 | Dataset Set5 | AVG Val PSNR: 31.086521 +24-08-19 09:05:51.816 : Iter 360000 | Dataset Set14 | AVG Val PSNR: 27.915929 +24-08-19 09:06:36.981 : ../models/spf_lut_sam1x5/ | Iter:360100, Sample:1473600, GPixel:2.65e-03, dT:0.0033, rT:0.3606 +24-08-19 09:07:22.197 : ../models/spf_lut_sam1x5/ | Iter:360200, Sample:1475200, GPixel:2.70e-03, dT:0.0031, rT:0.3610 +24-08-19 09:08:07.688 : ../models/spf_lut_sam1x5/ | Iter:360300, Sample:1476800, GPixel:2.65e-03, dT:0.0032, rT:0.3635 +24-08-19 09:08:53.212 : ../models/spf_lut_sam1x5/ | Iter:360400, Sample:1478400, GPixel:2.59e-03, dT:0.0031, rT:0.3635 +24-08-19 09:09:38.814 : ../models/spf_lut_sam1x5/ | Iter:360500, Sample:1480000, GPixel:2.75e-03, dT:0.0032, rT:0.3641 +24-08-19 09:10:24.305 : ../models/spf_lut_sam1x5/ | Iter:360600, Sample:1481600, GPixel:2.72e-03, dT:0.0032, rT:0.3632 +24-08-19 09:11:09.810 : ../models/spf_lut_sam1x5/ | Iter:360700, Sample:1483200, GPixel:2.74e-03, dT:0.0034, rT:0.3634 +24-08-19 09:11:55.107 : ../models/spf_lut_sam1x5/ | Iter:360800, Sample:1484800, GPixel:2.75e-03, dT:0.0032, rT:0.3617 +24-08-19 09:12:40.668 : ../models/spf_lut_sam1x5/ | Iter:360900, Sample:1486400, GPixel:2.68e-03, dT:0.0031, rT:0.3637 +24-08-19 09:13:26.359 : ../models/spf_lut_sam1x5/ | Iter:361000, Sample:1488000, GPixel:2.69e-03, dT:0.0031, rT:0.3648 +24-08-19 09:14:12.073 : ../models/spf_lut_sam1x5/ | Iter:361100, Sample:1489600, GPixel:2.77e-03, dT:0.0032, rT:0.3649 +24-08-19 09:14:57.758 : ../models/spf_lut_sam1x5/ | Iter:361200, Sample:1491200, GPixel:2.74e-03, dT:0.0031, rT:0.3648 +24-08-19 09:15:43.375 : ../models/spf_lut_sam1x5/ | Iter:361300, Sample:1492800, GPixel:2.68e-03, dT:0.0032, rT:0.3643 +24-08-19 09:16:28.982 : ../models/spf_lut_sam1x5/ | Iter:361400, Sample:1494400, GPixel:2.72e-03, dT:0.0032, rT:0.3640 +24-08-19 09:17:14.587 : ../models/spf_lut_sam1x5/ | Iter:361500, Sample:1496000, GPixel:2.59e-03, dT:0.0032, rT:0.3641 +24-08-19 09:18:00.269 : ../models/spf_lut_sam1x5/ | Iter:361600, Sample:1497600, GPixel:2.82e-03, dT:0.0032, rT:0.3647 +24-08-19 09:18:45.988 : ../models/spf_lut_sam1x5/ | Iter:361700, Sample:1499200, GPixel:2.68e-03, dT:0.0032, rT:0.3650 +24-08-19 09:19:31.815 : ../models/spf_lut_sam1x5/ | Iter:361800, Sample:1500800, GPixel:2.71e-03, dT:0.0033, rT:0.3658 +24-08-19 09:20:17.500 : ../models/spf_lut_sam1x5/ | Iter:361900, Sample:1502400, GPixel:2.53e-03, dT:0.0031, rT:0.3647 +24-08-19 09:21:03.197 : ../models/spf_lut_sam1x5/ | Iter:362000, Sample:1504000, GPixel:2.53e-03, dT:0.0032, rT:0.3648 +24-08-19 09:21:03.306 : Checkpoint saved 362000 +24-08-19 09:21:04.434 : Iter 362000 | Dataset Set5 | AVG Val PSNR: 31.090263 +24-08-19 09:21:08.778 : Iter 362000 | Dataset Set14 | AVG Val PSNR: 27.924817 +24-08-19 09:21:53.997 : ../models/spf_lut_sam1x5/ | Iter:362100, Sample:1505600, GPixel:2.52e-03, dT:0.0032, rT:0.3610 +24-08-19 09:22:39.295 : ../models/spf_lut_sam1x5/ | Iter:362200, Sample:1507200, GPixel:2.73e-03, dT:0.0032, rT:0.3617 +24-08-19 09:23:24.859 : ../models/spf_lut_sam1x5/ | Iter:362300, Sample:1508800, GPixel:2.74e-03, dT:0.0032, rT:0.3638 +24-08-19 09:24:10.426 : ../models/spf_lut_sam1x5/ | Iter:362400, Sample:1510400, GPixel:2.76e-03, dT:0.0034, rT:0.3640 +24-08-19 09:24:55.921 : ../models/spf_lut_sam1x5/ | Iter:362500, Sample:1512000, GPixel:2.77e-03, dT:0.0032, rT:0.3632 +24-08-19 09:25:41.459 : ../models/spf_lut_sam1x5/ | Iter:362600, Sample:1513600, GPixel:2.75e-03, dT:0.0032, rT:0.3636 +24-08-19 09:26:27.014 : ../models/spf_lut_sam1x5/ | Iter:362700, Sample:1515200, GPixel:2.67e-03, dT:0.0032, rT:0.3637 +24-08-19 09:27:12.586 : ../models/spf_lut_sam1x5/ | Iter:362800, Sample:1516800, GPixel:2.78e-03, dT:0.0032, rT:0.3638 +24-08-19 09:27:58.177 : ../models/spf_lut_sam1x5/ | Iter:362900, Sample:1518400, GPixel:2.65e-03, dT:0.0031, rT:0.3640 +24-08-19 09:28:43.745 : ../models/spf_lut_sam1x5/ | Iter:363000, Sample:1520000, GPixel:2.83e-03, dT:0.0031, rT:0.3639 +24-08-19 09:29:29.431 : ../models/spf_lut_sam1x5/ | Iter:363100, Sample:1521600, GPixel:2.68e-03, dT:0.0031, rT:0.3648 +24-08-19 09:30:15.090 : ../models/spf_lut_sam1x5/ | Iter:363200, Sample:1523200, GPixel:2.62e-03, dT:0.0032, rT:0.3646 +24-08-19 09:31:00.688 : ../models/spf_lut_sam1x5/ | Iter:363300, Sample:1524800, GPixel:2.79e-03, dT:0.0031, rT:0.3641 +24-08-19 09:31:46.234 : ../models/spf_lut_sam1x5/ | Iter:363400, Sample:1526400, GPixel:2.54e-03, dT:0.0031, rT:0.3636 +24-08-19 09:32:31.820 : ../models/spf_lut_sam1x5/ | Iter:363500, Sample:1528000, GPixel:2.57e-03, dT:0.0031, rT:0.3640 +24-08-19 09:33:17.408 : ../models/spf_lut_sam1x5/ | Iter:363600, Sample:1529600, GPixel:2.72e-03, dT:0.0031, rT:0.3639 +24-08-19 09:34:03.123 : ../models/spf_lut_sam1x5/ | Iter:363700, Sample:1531200, GPixel:2.68e-03, dT:0.0032, rT:0.3650 +24-08-19 09:34:48.727 : ../models/spf_lut_sam1x5/ | Iter:363800, Sample:1532800, GPixel:2.63e-03, dT:0.0031, rT:0.3641 +24-08-19 09:35:34.493 : ../models/spf_lut_sam1x5/ | Iter:363900, Sample:1534400, GPixel:2.74e-03, dT:0.0032, rT:0.3654 +24-08-19 09:36:20.183 : ../models/spf_lut_sam1x5/ | Iter:364000, Sample:1536000, GPixel:2.86e-03, dT:0.0032, rT:0.3648 +24-08-19 09:36:20.290 : Checkpoint saved 364000 +24-08-19 09:36:21.433 : Iter 364000 | Dataset Set5 | AVG Val PSNR: 31.041239 +24-08-19 09:36:25.764 : Iter 364000 | Dataset Set14 | AVG Val PSNR: 27.914638 +24-08-19 09:37:11.150 : ../models/spf_lut_sam1x5/ | Iter:364100, Sample:1537600, GPixel:2.69e-03, dT:0.0033, rT:0.3626 +24-08-19 09:37:56.813 : ../models/spf_lut_sam1x5/ | Iter:364200, Sample:1539200, GPixel:2.80e-03, dT:0.0034, rT:0.3648 +24-08-19 09:38:42.034 : ../models/spf_lut_sam1x5/ | Iter:364300, Sample:1540800, GPixel:2.78e-03, dT:0.0032, rT:0.3610 +24-08-19 09:39:27.436 : ../models/spf_lut_sam1x5/ | Iter:364400, Sample:1542400, GPixel:2.60e-03, dT:0.0032, rT:0.3625 +24-08-19 09:40:13.028 : ../models/spf_lut_sam1x5/ | Iter:364500, Sample:1544000, GPixel:2.85e-03, dT:0.0032, rT:0.3641 +24-08-19 09:40:58.692 : ../models/spf_lut_sam1x5/ | Iter:364600, Sample:1545600, GPixel:2.71e-03, dT:0.0032, rT:0.3646 +24-08-19 09:41:44.396 : ../models/spf_lut_sam1x5/ | Iter:364700, Sample:1547200, GPixel:2.92e-03, dT:0.0032, rT:0.3649 +24-08-19 09:42:30.047 : ../models/spf_lut_sam1x5/ | Iter:364800, Sample:1548800, GPixel:2.62e-03, dT:0.0032, rT:0.3645 +24-08-19 09:43:15.716 : ../models/spf_lut_sam1x5/ | Iter:364900, Sample:1550400, GPixel:2.64e-03, dT:0.0032, rT:0.3646 +24-08-19 09:44:01.277 : ../models/spf_lut_sam1x5/ | Iter:365000, Sample:1552000, GPixel:2.59e-03, dT:0.0031, rT:0.3638 +24-08-19 09:44:46.906 : ../models/spf_lut_sam1x5/ | Iter:365100, Sample:1553600, GPixel:2.75e-03, dT:0.0032, rT:0.3644 +24-08-19 09:45:32.551 : ../models/spf_lut_sam1x5/ | Iter:365200, Sample:1555200, GPixel:2.62e-03, dT:0.0031, rT:0.3645 +24-08-19 09:46:18.197 : ../models/spf_lut_sam1x5/ | Iter:365300, Sample:1556800, GPixel:2.84e-03, dT:0.0032, rT:0.3644 +24-08-19 09:47:03.874 : ../models/spf_lut_sam1x5/ | Iter:365400, Sample:1558400, GPixel:2.68e-03, dT:0.0031, rT:0.3647 +24-08-19 09:47:49.569 : ../models/spf_lut_sam1x5/ | Iter:365500, Sample:1560000, GPixel:2.82e-03, dT:0.0031, rT:0.3649 +24-08-19 09:48:35.271 : ../models/spf_lut_sam1x5/ | Iter:365600, Sample:1561600, GPixel:2.79e-03, dT:0.0032, rT:0.3649 +24-08-19 09:49:20.997 : ../models/spf_lut_sam1x5/ | Iter:365700, Sample:1563200, GPixel:2.54e-03, dT:0.0032, rT:0.3650 +24-08-19 09:50:06.613 : ../models/spf_lut_sam1x5/ | Iter:365800, Sample:1564800, GPixel:2.82e-03, dT:0.0031, rT:0.3641 +24-08-19 09:50:52.290 : ../models/spf_lut_sam1x5/ | Iter:365900, Sample:1566400, GPixel:2.75e-03, dT:0.0032, rT:0.3647 +24-08-19 09:51:37.992 : ../models/spf_lut_sam1x5/ | Iter:366000, Sample:1568000, GPixel:2.85e-03, dT:0.0034, rT:0.3654 +24-08-19 09:51:38.102 : Checkpoint saved 366000 +24-08-19 09:51:39.165 : Iter 366000 | Dataset Set5 | AVG Val PSNR: 31.071233 +24-08-19 09:51:43.454 : Iter 366000 | Dataset Set14 | AVG Val PSNR: 27.922216 +24-08-19 09:52:28.544 : ../models/spf_lut_sam1x5/ | Iter:366100, Sample:1569600, GPixel:2.70e-03, dT:0.0032, rT:0.3599 +24-08-19 09:53:13.945 : ../models/spf_lut_sam1x5/ | Iter:366200, Sample:1571200, GPixel:2.51e-03, dT:0.0032, rT:0.3626 +24-08-19 09:53:59.658 : ../models/spf_lut_sam1x5/ | Iter:366300, Sample:1572800, GPixel:2.69e-03, dT:0.0032, rT:0.3651 +24-08-19 09:54:45.436 : ../models/spf_lut_sam1x5/ | Iter:366400, Sample:1574400, GPixel:2.69e-03, dT:0.0032, rT:0.3655 +24-08-19 09:55:31.131 : ../models/spf_lut_sam1x5/ | Iter:366500, Sample:1576000, GPixel:2.71e-03, dT:0.0031, rT:0.3649 +24-08-19 09:56:16.868 : ../models/spf_lut_sam1x5/ | Iter:366600, Sample:1577600, GPixel:2.80e-03, dT:0.0032, rT:0.3652 +24-08-19 09:57:02.534 : ../models/spf_lut_sam1x5/ | Iter:366700, Sample:1579200, GPixel:2.69e-03, dT:0.0032, rT:0.3647 +24-08-19 09:57:48.189 : ../models/spf_lut_sam1x5/ | Iter:366800, Sample:1580800, GPixel:2.77e-03, dT:0.0032, rT:0.3645 +24-08-19 09:58:33.867 : ../models/spf_lut_sam1x5/ | Iter:366900, Sample:1582400, GPixel:2.70e-03, dT:0.0032, rT:0.3648 +24-08-19 09:59:19.526 : ../models/spf_lut_sam1x5/ | Iter:367000, Sample:1584000, GPixel:2.68e-03, dT:0.0032, rT:0.3646 +24-08-19 10:00:05.333 : ../models/spf_lut_sam1x5/ | Iter:367100, Sample:1585600, GPixel:2.56e-03, dT:0.0032, rT:0.3658 +24-08-19 10:00:51.142 : ../models/spf_lut_sam1x5/ | Iter:367200, Sample:1587200, GPixel:2.55e-03, dT:0.0032, rT:0.3657 +24-08-19 10:01:36.863 : ../models/spf_lut_sam1x5/ | Iter:367300, Sample:1588800, GPixel:2.64e-03, dT:0.0032, rT:0.3650 +24-08-19 10:02:22.572 : ../models/spf_lut_sam1x5/ | Iter:367400, Sample:1590400, GPixel:2.70e-03, dT:0.0032, rT:0.3649 +24-08-19 10:03:08.266 : ../models/spf_lut_sam1x5/ | Iter:367500, Sample:1592000, GPixel:2.77e-03, dT:0.0032, rT:0.3649 +24-08-19 10:03:53.847 : ../models/spf_lut_sam1x5/ | Iter:367600, Sample:1593600, GPixel:2.82e-03, dT:0.0031, rT:0.3640 +24-08-19 10:04:39.432 : ../models/spf_lut_sam1x5/ | Iter:367700, Sample:1595200, GPixel:2.81e-03, dT:0.0032, rT:0.3639 +24-08-19 10:05:25.036 : ../models/spf_lut_sam1x5/ | Iter:367800, Sample:1596800, GPixel:2.77e-03, dT:0.0034, rT:0.3646 +24-08-19 10:06:10.443 : ../models/spf_lut_sam1x5/ | Iter:367900, Sample:1598400, GPixel:2.79e-03, dT:0.0032, rT:0.3627 +24-08-19 10:06:56.010 : ../models/spf_lut_sam1x5/ | Iter:368000, Sample:1600000, GPixel:2.64e-03, dT:0.0031, rT:0.3638 +24-08-19 10:06:56.117 : Checkpoint saved 368000 +24-08-19 10:06:57.195 : Iter 368000 | Dataset Set5 | AVG Val PSNR: 31.082863 +24-08-19 10:07:01.535 : Iter 368000 | Dataset Set14 | AVG Val PSNR: 27.921020 +24-08-19 10:07:46.710 : ../models/spf_lut_sam1x5/ | Iter:368100, Sample:1601600, GPixel:2.68e-03, dT:0.0032, rT:0.3608 +24-08-19 10:08:31.940 : ../models/spf_lut_sam1x5/ | Iter:368200, Sample:1603200, GPixel:2.56e-03, dT:0.0031, rT:0.3611 +24-08-19 10:09:17.167 : ../models/spf_lut_sam1x5/ | Iter:368300, Sample:1604800, GPixel:2.74e-03, dT:0.0031, rT:0.3611 +24-08-19 10:10:02.547 : ../models/spf_lut_sam1x5/ | Iter:368400, Sample:1606400, GPixel:2.80e-03, dT:0.0031, rT:0.3623 +24-08-19 10:10:48.133 : ../models/spf_lut_sam1x5/ | Iter:368500, Sample:1608000, GPixel:2.85e-03, dT:0.0032, rT:0.3640 +24-08-19 10:11:33.745 : ../models/spf_lut_sam1x5/ | Iter:368600, Sample:1609600, GPixel:2.63e-03, dT:0.0031, rT:0.3643 +24-08-19 10:12:19.341 : ../models/spf_lut_sam1x5/ | Iter:368700, Sample:1611200, GPixel:2.70e-03, dT:0.0032, rT:0.3642 +24-08-19 10:13:04.905 : ../models/spf_lut_sam1x5/ | Iter:368800, Sample:1612800, GPixel:2.63e-03, dT:0.0032, rT:0.3639 +24-08-19 10:13:50.441 : ../models/spf_lut_sam1x5/ | Iter:368900, Sample:1614400, GPixel:2.75e-03, dT:0.0031, rT:0.3635 +24-08-19 10:14:36.113 : ../models/spf_lut_sam1x5/ | Iter:369000, Sample:1616000, GPixel:2.70e-03, dT:0.0032, rT:0.3647 +24-08-19 10:15:21.724 : ../models/spf_lut_sam1x5/ | Iter:369100, Sample:1617600, GPixel:2.69e-03, dT:0.0032, rT:0.3642 +24-08-19 10:16:07.081 : ../models/spf_lut_sam1x5/ | Iter:369200, Sample:1619200, GPixel:2.55e-03, dT:0.0031, rT:0.3620 +24-08-19 10:16:52.339 : ../models/spf_lut_sam1x5/ | Iter:369300, Sample:1620800, GPixel:2.52e-03, dT:0.0031, rT:0.3613 +24-08-19 10:17:37.520 : ../models/spf_lut_sam1x5/ | Iter:369400, Sample:1622400, GPixel:2.90e-03, dT:0.0032, rT:0.3608 +24-08-19 10:18:22.713 : ../models/spf_lut_sam1x5/ | Iter:369500, Sample:1624000, GPixel:2.77e-03, dT:0.0033, rT:0.3612 +24-08-19 10:19:08.241 : ../models/spf_lut_sam1x5/ | Iter:369600, Sample:1625600, GPixel:2.60e-03, dT:0.0034, rT:0.3635 +24-08-19 10:19:53.745 : ../models/spf_lut_sam1x5/ | Iter:369700, Sample:1627200, GPixel:2.86e-03, dT:0.0032, rT:0.3633 +24-08-19 10:20:39.435 : ../models/spf_lut_sam1x5/ | Iter:369800, Sample:1628800, GPixel:2.72e-03, dT:0.0032, rT:0.3648 +24-08-19 10:21:25.040 : ../models/spf_lut_sam1x5/ | Iter:369900, Sample:1630400, GPixel:2.62e-03, dT:0.0033, rT:0.3641 +24-08-19 10:22:10.900 : ../models/spf_lut_sam1x5/ | Iter:370000, Sample:1632000, GPixel:2.86e-03, dT:0.0033, rT:0.3663 +24-08-19 10:22:11.012 : Checkpoint saved 370000 +24-08-19 10:22:12.063 : Iter 370000 | Dataset Set5 | AVG Val PSNR: 31.116518 +24-08-19 10:22:16.441 : Iter 370000 | Dataset Set14 | AVG Val PSNR: 27.947741 +24-08-19 10:23:02.240 : ../models/spf_lut_sam1x5/ | Iter:370100, Sample:1633600, GPixel:2.78e-03, dT:0.0034, rT:0.3658 +24-08-19 10:23:47.911 : ../models/spf_lut_sam1x5/ | Iter:370200, Sample:1635200, GPixel:2.89e-03, dT:0.0034, rT:0.3648 +24-08-19 10:24:33.582 : ../models/spf_lut_sam1x5/ | Iter:370300, Sample:1636800, GPixel:2.69e-03, dT:0.0034, rT:0.3647 +24-08-19 10:25:19.259 : ../models/spf_lut_sam1x5/ | Iter:370400, Sample:1638400, GPixel:2.77e-03, dT:0.0034, rT:0.3648 +24-08-19 10:26:05.171 : ../models/spf_lut_sam1x5/ | Iter:370500, Sample:1640000, GPixel:2.65e-03, dT:0.0034, rT:0.3667 +24-08-19 10:26:50.971 : ../models/spf_lut_sam1x5/ | Iter:370600, Sample:1641600, GPixel:2.58e-03, dT:0.0034, rT:0.3660 +24-08-19 10:27:36.636 : ../models/spf_lut_sam1x5/ | Iter:370700, Sample:1643200, GPixel:2.81e-03, dT:0.0034, rT:0.3647 +24-08-19 10:28:22.291 : ../models/spf_lut_sam1x5/ | Iter:370800, Sample:1644800, GPixel:2.57e-03, dT:0.0033, rT:0.3646 +24-08-19 10:29:08.247 : ../models/spf_lut_sam1x5/ | Iter:370900, Sample:1646400, GPixel:2.55e-03, dT:0.0034, rT:0.3669 +24-08-19 10:29:54.113 : ../models/spf_lut_sam1x5/ | Iter:371000, Sample:1648000, GPixel:2.83e-03, dT:0.0034, rT:0.3664 +24-08-19 10:30:39.701 : ../models/spf_lut_sam1x5/ | Iter:371100, Sample:1649600, GPixel:2.68e-03, dT:0.0033, rT:0.3641 +24-08-19 10:31:25.329 : ../models/spf_lut_sam1x5/ | Iter:371200, Sample:1651200, GPixel:2.63e-03, dT:0.0033, rT:0.3644 +24-08-19 10:32:10.901 : ../models/spf_lut_sam1x5/ | Iter:371300, Sample:1652800, GPixel:2.59e-03, dT:0.0034, rT:0.3639 +24-08-19 10:32:56.748 : ../models/spf_lut_sam1x5/ | Iter:371400, Sample:1654400, GPixel:2.63e-03, dT:0.0034, rT:0.3662 +24-08-19 10:33:42.610 : ../models/spf_lut_sam1x5/ | Iter:371500, Sample:1656000, GPixel:2.71e-03, dT:0.0033, rT:0.3663 +24-08-19 10:34:28.326 : ../models/spf_lut_sam1x5/ | Iter:371600, Sample:1657600, GPixel:2.73e-03, dT:0.0034, rT:0.3652 +24-08-19 10:35:14.119 : ../models/spf_lut_sam1x5/ | Iter:371700, Sample:1659200, GPixel:2.65e-03, dT:0.0035, rT:0.3658 +24-08-19 10:35:59.818 : ../models/spf_lut_sam1x5/ | Iter:371800, Sample:1660800, GPixel:2.74e-03, dT:0.0034, rT:0.3652 +24-08-19 10:36:45.585 : ../models/spf_lut_sam1x5/ | Iter:371900, Sample:1662400, GPixel:2.71e-03, dT:0.0034, rT:0.3657 +24-08-19 10:37:31.312 : ../models/spf_lut_sam1x5/ | Iter:372000, Sample:1664000, GPixel:2.69e-03, dT:0.0033, rT:0.3652 +24-08-19 10:37:31.422 : Checkpoint saved 372000 +24-08-19 10:37:32.470 : Iter 372000 | Dataset Set5 | AVG Val PSNR: 31.109409 +24-08-19 10:37:36.759 : Iter 372000 | Dataset Set14 | AVG Val PSNR: 27.939725 +24-08-19 10:38:22.130 : ../models/spf_lut_sam1x5/ | Iter:372100, Sample:1665600, GPixel:2.70e-03, dT:0.0034, rT:0.3624 +24-08-19 10:39:07.698 : ../models/spf_lut_sam1x5/ | Iter:372200, Sample:1667200, GPixel:2.80e-03, dT:0.0035, rT:0.3640 +24-08-19 10:39:53.298 : ../models/spf_lut_sam1x5/ | Iter:372300, Sample:1668800, GPixel:2.86e-03, dT:0.0034, rT:0.3643 +24-08-19 10:40:39.050 : ../models/spf_lut_sam1x5/ | Iter:372400, Sample:1670400, GPixel:2.72e-03, dT:0.0034, rT:0.3655 +24-08-19 10:41:24.800 : ../models/spf_lut_sam1x5/ | Iter:372500, Sample:1672000, GPixel:2.63e-03, dT:0.0034, rT:0.3655 +24-08-19 10:42:10.330 : ../models/spf_lut_sam1x5/ | Iter:372600, Sample:1673600, GPixel:2.71e-03, dT:0.0035, rT:0.3637 +24-08-19 10:42:55.867 : ../models/spf_lut_sam1x5/ | Iter:372700, Sample:1675200, GPixel:2.84e-03, dT:0.0035, rT:0.3637 +24-08-19 10:43:41.548 : ../models/spf_lut_sam1x5/ | Iter:372800, Sample:1676800, GPixel:2.70e-03, dT:0.0034, rT:0.3648 +24-08-19 10:44:27.424 : ../models/spf_lut_sam1x5/ | Iter:372900, Sample:1678400, GPixel:2.73e-03, dT:0.0034, rT:0.3664 +24-08-19 10:45:13.040 : ../models/spf_lut_sam1x5/ | Iter:373000, Sample:1680000, GPixel:2.66e-03, dT:0.0033, rT:0.3644 +24-08-19 10:45:58.528 : ../models/spf_lut_sam1x5/ | Iter:373100, Sample:1681600, GPixel:2.61e-03, dT:0.0034, rT:0.3633 +24-08-19 10:46:44.178 : ../models/spf_lut_sam1x5/ | Iter:373200, Sample:1683200, GPixel:2.64e-03, dT:0.0034, rT:0.3646 +24-08-19 10:47:29.977 : ../models/spf_lut_sam1x5/ | Iter:373300, Sample:1684800, GPixel:2.75e-03, dT:0.0034, rT:0.3659 +24-08-19 10:48:15.742 : ../models/spf_lut_sam1x5/ | Iter:373400, Sample:1686400, GPixel:2.64e-03, dT:0.0034, rT:0.3655 +24-08-19 10:49:01.241 : ../models/spf_lut_sam1x5/ | Iter:373500, Sample:1688000, GPixel:2.92e-03, dT:0.0034, rT:0.3634 +24-08-19 10:49:46.913 : ../models/spf_lut_sam1x5/ | Iter:373600, Sample:1689600, GPixel:2.60e-03, dT:0.0034, rT:0.3649 +24-08-19 10:50:32.513 : ../models/spf_lut_sam1x5/ | Iter:373700, Sample:1691200, GPixel:2.64e-03, dT:0.0035, rT:0.3641 +24-08-19 10:51:18.223 : ../models/spf_lut_sam1x5/ | Iter:373800, Sample:1692800, GPixel:2.55e-03, dT:0.0034, rT:0.3651 +24-08-19 10:52:04.045 : ../models/spf_lut_sam1x5/ | Iter:373900, Sample:1694400, GPixel:2.65e-03, dT:0.0034, rT:0.3659 +24-08-19 10:52:49.671 : ../models/spf_lut_sam1x5/ | Iter:374000, Sample:1696000, GPixel:2.51e-03, dT:0.0033, rT:0.3644 +24-08-19 10:52:49.777 : Checkpoint saved 374000 +24-08-19 10:52:50.863 : Iter 374000 | Dataset Set5 | AVG Val PSNR: 31.074111 +24-08-19 10:52:55.142 : Iter 374000 | Dataset Set14 | AVG Val PSNR: 27.930048 +24-08-19 10:53:40.484 : ../models/spf_lut_sam1x5/ | Iter:374100, Sample:1697600, GPixel:2.68e-03, dT:0.0035, rT:0.3622 +24-08-19 10:54:25.953 : ../models/spf_lut_sam1x5/ | Iter:374200, Sample:1699200, GPixel:2.76e-03, dT:0.0033, rT:0.3632 +24-08-19 10:55:11.430 : ../models/spf_lut_sam1x5/ | Iter:374300, Sample:1700800, GPixel:2.71e-03, dT:0.0034, rT:0.3632 +24-08-19 10:55:57.278 : ../models/spf_lut_sam1x5/ | Iter:374400, Sample:1702400, GPixel:2.58e-03, dT:0.0034, rT:0.3663 +24-08-19 10:56:42.922 : ../models/spf_lut_sam1x5/ | Iter:374500, Sample:1704000, GPixel:2.86e-03, dT:0.0034, rT:0.3644 +24-08-19 10:57:28.596 : ../models/spf_lut_sam1x5/ | Iter:374600, Sample:1705600, GPixel:2.74e-03, dT:0.0033, rT:0.3649 +24-08-19 10:58:14.333 : ../models/spf_lut_sam1x5/ | Iter:374700, Sample:1707200, GPixel:2.76e-03, dT:0.0034, rT:0.3654 +24-08-19 10:59:00.196 : ../models/spf_lut_sam1x5/ | Iter:374800, Sample:1708800, GPixel:2.55e-03, dT:0.0036, rT:0.3664 +24-08-19 10:59:46.062 : ../models/spf_lut_sam1x5/ | Iter:374900, Sample:1710400, GPixel:2.48e-03, dT:0.0035, rT:0.3664 +24-08-19 11:00:31.967 : ../models/spf_lut_sam1x5/ | Iter:375000, Sample:1712000, GPixel:2.63e-03, dT:0.0035, rT:0.3666 +24-08-19 11:01:17.733 : ../models/spf_lut_sam1x5/ | Iter:375100, Sample:1713600, GPixel:2.55e-03, dT:0.0036, rT:0.3655 +24-08-19 11:02:03.537 : ../models/spf_lut_sam1x5/ | Iter:375200, Sample:1715200, GPixel:2.82e-03, dT:0.0035, rT:0.3660 +24-08-19 11:02:49.331 : ../models/spf_lut_sam1x5/ | Iter:375300, Sample:1716800, GPixel:2.65e-03, dT:0.0036, rT:0.3658 +24-08-19 11:03:34.996 : ../models/spf_lut_sam1x5/ | Iter:375400, Sample:1718400, GPixel:2.56e-03, dT:0.0035, rT:0.3648 +24-08-19 11:04:20.792 : ../models/spf_lut_sam1x5/ | Iter:375500, Sample:1720000, GPixel:2.82e-03, dT:0.0035, rT:0.3660 +24-08-19 11:05:06.527 : ../models/spf_lut_sam1x5/ | Iter:375600, Sample:1721600, GPixel:2.88e-03, dT:0.0035, rT:0.3653 +24-08-19 11:05:52.400 : ../models/spf_lut_sam1x5/ | Iter:375700, Sample:1723200, GPixel:2.61e-03, dT:0.0035, rT:0.3665 +24-08-19 11:06:38.207 : ../models/spf_lut_sam1x5/ | Iter:375800, Sample:1724800, GPixel:2.55e-03, dT:0.0036, rT:0.3659 +24-08-19 11:07:24.084 : ../models/spf_lut_sam1x5/ | Iter:375900, Sample:1726400, GPixel:2.84e-03, dT:0.0035, rT:0.3668 +24-08-19 11:08:09.746 : ../models/spf_lut_sam1x5/ | Iter:376000, Sample:1728000, GPixel:2.85e-03, dT:0.0036, rT:0.3648 +24-08-19 11:08:09.856 : Checkpoint saved 376000 +24-08-19 11:08:10.890 : Iter 376000 | Dataset Set5 | AVG Val PSNR: 31.124831 +24-08-19 11:08:15.210 : Iter 376000 | Dataset Set14 | AVG Val PSNR: 27.946263 +24-08-19 11:09:00.648 : ../models/spf_lut_sam1x5/ | Iter:376100, Sample:1729600, GPixel:2.79e-03, dT:0.0036, rT:0.3629 +24-08-19 11:09:46.258 : ../models/spf_lut_sam1x5/ | Iter:376200, Sample:1731200, GPixel:2.73e-03, dT:0.0035, rT:0.3642 +24-08-19 11:10:31.958 : ../models/spf_lut_sam1x5/ | Iter:376300, Sample:1732800, GPixel:2.72e-03, dT:0.0035, rT:0.3652 +24-08-19 11:11:17.724 : ../models/spf_lut_sam1x5/ | Iter:376400, Sample:1734400, GPixel:2.69e-03, dT:0.0035, rT:0.3656 +24-08-19 11:12:03.425 : ../models/spf_lut_sam1x5/ | Iter:376500, Sample:1736000, GPixel:2.61e-03, dT:0.0036, rT:0.3651 +24-08-19 11:12:49.014 : ../models/spf_lut_sam1x5/ | Iter:376600, Sample:1737600, GPixel:2.72e-03, dT:0.0035, rT:0.3645 +24-08-19 11:13:34.832 : ../models/spf_lut_sam1x5/ | Iter:376700, Sample:1739200, GPixel:2.65e-03, dT:0.0035, rT:0.3661 +24-08-19 11:14:20.762 : ../models/spf_lut_sam1x5/ | Iter:376800, Sample:1740800, GPixel:2.59e-03, dT:0.0035, rT:0.3669 +24-08-19 11:15:06.739 : ../models/spf_lut_sam1x5/ | Iter:376900, Sample:1742400, GPixel:2.60e-03, dT:0.0035, rT:0.3674 +24-08-19 11:15:52.755 : ../models/spf_lut_sam1x5/ | Iter:377000, Sample:1744000, GPixel:2.64e-03, dT:0.0036, rT:0.3677 +24-08-19 11:16:38.857 : ../models/spf_lut_sam1x5/ | Iter:377100, Sample:1745600, GPixel:2.64e-03, dT:0.0034, rT:0.3684 +24-08-19 11:17:24.762 : ../models/spf_lut_sam1x5/ | Iter:377200, Sample:1747200, GPixel:2.71e-03, dT:0.0035, rT:0.3667 +24-08-19 11:18:10.387 : ../models/spf_lut_sam1x5/ | Iter:377300, Sample:1748800, GPixel:2.68e-03, dT:0.0037, rT:0.3644 +24-08-19 11:18:56.023 : ../models/spf_lut_sam1x5/ | Iter:377400, Sample:1750400, GPixel:2.76e-03, dT:0.0036, rT:0.3644 +24-08-19 11:19:41.548 : ../models/spf_lut_sam1x5/ | Iter:377500, Sample:1752000, GPixel:2.60e-03, dT:0.0035, rT:0.3639 +24-08-19 11:20:27.080 : ../models/spf_lut_sam1x5/ | Iter:377600, Sample:1753600, GPixel:2.74e-03, dT:0.0036, rT:0.3637 +24-08-19 11:21:12.723 : ../models/spf_lut_sam1x5/ | Iter:377700, Sample:1755200, GPixel:2.85e-03, dT:0.0037, rT:0.3647 +24-08-19 11:21:58.527 : ../models/spf_lut_sam1x5/ | Iter:377800, Sample:1756800, GPixel:2.64e-03, dT:0.0035, rT:0.3659 +24-08-19 11:22:44.364 : ../models/spf_lut_sam1x5/ | Iter:377900, Sample:1758400, GPixel:2.58e-03, dT:0.0036, rT:0.3660 +24-08-19 11:23:30.124 : ../models/spf_lut_sam1x5/ | Iter:378000, Sample:1760000, GPixel:2.90e-03, dT:0.0036, rT:0.3656 +24-08-19 11:23:30.244 : Checkpoint saved 378000 +24-08-19 11:23:31.221 : Iter 378000 | Dataset Set5 | AVG Val PSNR: 31.083202 +24-08-19 11:23:35.493 : Iter 378000 | Dataset Set14 | AVG Val PSNR: 27.912553 +24-08-19 11:24:20.770 : ../models/spf_lut_sam1x5/ | Iter:378100, Sample:1761600, GPixel:2.70e-03, dT:0.0036, rT:0.3618 +24-08-19 11:25:06.318 : ../models/spf_lut_sam1x5/ | Iter:378200, Sample:1763200, GPixel:2.74e-03, dT:0.0035, rT:0.3640 +24-08-19 11:25:51.966 : ../models/spf_lut_sam1x5/ | Iter:378300, Sample:1764800, GPixel:2.67e-03, dT:0.0035, rT:0.3647 +24-08-19 11:26:37.634 : ../models/spf_lut_sam1x5/ | Iter:378400, Sample:1766400, GPixel:2.69e-03, dT:0.0035, rT:0.3649 +24-08-19 11:27:23.459 : ../models/spf_lut_sam1x5/ | Iter:378500, Sample:1768000, GPixel:2.87e-03, dT:0.0037, rT:0.3662 +24-08-19 11:28:09.298 : ../models/spf_lut_sam1x5/ | Iter:378600, Sample:1769600, GPixel:2.76e-03, dT:0.0036, rT:0.3661 +24-08-19 11:28:55.125 : ../models/spf_lut_sam1x5/ | Iter:378700, Sample:1771200, GPixel:2.57e-03, dT:0.0036, rT:0.3661 +24-08-19 11:29:40.996 : ../models/spf_lut_sam1x5/ | Iter:378800, Sample:1772800, GPixel:2.57e-03, dT:0.0036, rT:0.3663 +24-08-19 11:30:26.683 : ../models/spf_lut_sam1x5/ | Iter:378900, Sample:1774400, GPixel:2.79e-03, dT:0.0036, rT:0.3649 +24-08-19 11:31:12.298 : ../models/spf_lut_sam1x5/ | Iter:379000, Sample:1776000, GPixel:2.74e-03, dT:0.0036, rT:0.3643 +24-08-19 11:31:58.101 : ../models/spf_lut_sam1x5/ | Iter:379100, Sample:1777600, GPixel:2.81e-03, dT:0.0035, rT:0.3661 +24-08-19 11:32:43.900 : ../models/spf_lut_sam1x5/ | Iter:379200, Sample:1779200, GPixel:2.61e-03, dT:0.0035, rT:0.3661 +24-08-19 11:33:29.660 : ../models/spf_lut_sam1x5/ | Iter:379300, Sample:1780800, GPixel:2.66e-03, dT:0.0036, rT:0.3656 +24-08-19 11:34:15.490 : ../models/spf_lut_sam1x5/ | Iter:379400, Sample:1782400, GPixel:2.76e-03, dT:0.0035, rT:0.3662 +24-08-19 11:35:01.061 : ../models/spf_lut_sam1x5/ | Iter:379500, Sample:1784000, GPixel:2.84e-03, dT:0.0036, rT:0.3640 +24-08-19 11:35:46.772 : ../models/spf_lut_sam1x5/ | Iter:379600, Sample:1785600, GPixel:2.78e-03, dT:0.0035, rT:0.3652 +24-08-19 11:36:32.706 : ../models/spf_lut_sam1x5/ | Iter:379700, Sample:1787200, GPixel:2.53e-03, dT:0.0036, rT:0.3670 +24-08-19 11:37:18.575 : ../models/spf_lut_sam1x5/ | Iter:379800, Sample:1788800, GPixel:2.66e-03, dT:0.0036, rT:0.3665 +24-08-19 11:38:04.569 : ../models/spf_lut_sam1x5/ | Iter:379900, Sample:1790400, GPixel:2.68e-03, dT:0.0037, rT:0.3674 +24-08-19 11:38:50.501 : ../models/spf_lut_sam1x5/ | Iter:380000, Sample:1792000, GPixel:2.83e-03, dT:0.0036, rT:0.3669 +24-08-19 11:38:50.611 : Checkpoint saved 380000 +24-08-19 11:38:51.622 : Iter 380000 | Dataset Set5 | AVG Val PSNR: 31.098581 +24-08-19 11:38:55.877 : Iter 380000 | Dataset Set14 | AVG Val PSNR: 27.922895 +24-08-19 11:39:41.442 : ../models/spf_lut_sam1x5/ | Iter:380100, Sample:1793600, GPixel:2.59e-03, dT:0.0036, rT:0.3640 +24-08-19 11:40:26.918 : ../models/spf_lut_sam1x5/ | Iter:380200, Sample:1795200, GPixel:2.67e-03, dT:0.0034, rT:0.3634 +24-08-19 11:41:12.493 : ../models/spf_lut_sam1x5/ | Iter:380300, Sample:1796800, GPixel:2.75e-03, dT:0.0036, rT:0.3640 +24-08-19 11:41:58.029 : ../models/spf_lut_sam1x5/ | Iter:380400, Sample:1798400, GPixel:2.77e-03, dT:0.0035, rT:0.3638 +24-08-19 11:42:43.848 : ../models/spf_lut_sam1x5/ | Iter:380500, Sample:1800000, GPixel:2.93e-03, dT:0.0035, rT:0.3660 +24-08-19 11:43:29.826 : ../models/spf_lut_sam1x5/ | Iter:380600, Sample:1801600, GPixel:2.87e-03, dT:0.0036, rT:0.3674 +24-08-19 11:44:15.794 : ../models/spf_lut_sam1x5/ | Iter:380700, Sample:1803200, GPixel:2.74e-03, dT:0.0035, rT:0.3674 +24-08-19 11:45:01.615 : ../models/spf_lut_sam1x5/ | Iter:380800, Sample:1804800, GPixel:2.55e-03, dT:0.0036, rT:0.3660 +24-08-19 11:45:47.565 : ../models/spf_lut_sam1x5/ | Iter:380900, Sample:1806400, GPixel:2.78e-03, dT:0.0036, rT:0.3672 +24-08-19 11:46:33.586 : ../models/spf_lut_sam1x5/ | Iter:381000, Sample:1808000, GPixel:2.83e-03, dT:0.0035, rT:0.3678 +24-08-19 11:47:19.455 : ../models/spf_lut_sam1x5/ | Iter:381100, Sample:1809600, GPixel:2.73e-03, dT:0.0035, rT:0.3665 +24-08-19 11:48:05.377 : ../models/spf_lut_sam1x5/ | Iter:381200, Sample:1811200, GPixel:2.63e-03, dT:0.0044, rT:0.3681 +24-08-19 11:48:51.664 : ../models/spf_lut_sam1x5/ | Iter:381300, Sample:1812800, GPixel:2.64e-03, dT:0.0047, rT:0.3729 +24-08-19 11:49:37.900 : ../models/spf_lut_sam1x5/ | Iter:381400, Sample:1814400, GPixel:2.95e-03, dT:0.0043, rT:0.3737 +24-08-19 11:50:23.458 : ../models/spf_lut_sam1x5/ | Iter:381500, Sample:1816000, GPixel:2.60e-03, dT:0.0039, rT:0.3661 +24-08-19 11:51:08.456 : ../models/spf_lut_sam1x5/ | Iter:381600, Sample:1817600, GPixel:2.58e-03, dT:0.0036, rT:0.3596 +24-08-19 11:51:53.780 : ../models/spf_lut_sam1x5/ | Iter:381700, Sample:1819200, GPixel:2.82e-03, dT:0.0035, rT:0.3620 +24-08-19 11:52:39.663 : ../models/spf_lut_sam1x5/ | Iter:381800, Sample:1820800, GPixel:2.63e-03, dT:0.0040, rT:0.3675 +24-08-19 11:53:26.007 : ../models/spf_lut_sam1x5/ | Iter:381900, Sample:1822400, GPixel:2.80e-03, dT:0.0044, rT:0.3733 +24-08-19 11:54:12.406 : ../models/spf_lut_sam1x5/ | Iter:382000, Sample:1824000, GPixel:2.49e-03, dT:0.0047, rT:0.3745 +24-08-19 11:54:12.564 : Checkpoint saved 382000 +24-08-19 11:54:13.921 : Iter 382000 | Dataset Set5 | AVG Val PSNR: 31.079585 +24-08-19 11:54:18.872 : Iter 382000 | Dataset Set14 | AVG Val PSNR: 27.921226 diff --git a/spflut+ours/spf_lut_x4/Model_064000.pth b/spflut+ours/spf_lut_x4/Model_064000.pth new file mode 100644 index 0000000000000000000000000000000000000000..ba547f0a122e4fc2f31db5183e263c2fd1ea4b4e --- /dev/null +++ b/spflut+ours/spf_lut_x4/Model_064000.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ab7d1921c2631144d5815ec7b541f9db9f0a3a832071b06ef88e248c51672c1 +size 4585418 diff --git a/spflut+ours/spf_lut_x4/lutft.log b/spflut+ours/spf_lut_x4/lutft.log new file mode 100644 index 0000000000000000000000000000000000000000..3f2e2c2346c058455ca8fbb8946133c9925442f5 --- /dev/null +++ b/spflut+ours/spf_lut_x4/lutft.log @@ -0,0 +1,6 @@ +25-01-27 23:47:40.329 : None +25-01-27 23:49:02.132 : None +25-01-27 23:49:11.898 : None +25-01-27 23:49:38.814 : None +25-01-27 23:50:02.221 : None 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12:05:17.238 : ../models/spf_lut_x4 | Iter: 700, Sample: 22400, GPixel:3.23e-03, dT:0.0048, rT:1.0961 +24-08-07 12:07:15.558 : ../models/spf_lut_x4 | Iter: 800, Sample: 25600, GPixel:3.06e-03, dT:0.0047, rT:1.0960 +24-08-07 12:09:13.893 : ../models/spf_lut_x4 | Iter: 900, Sample: 28800, GPixel:3.03e-03, dT:0.0047, rT:1.0958 +24-08-07 12:11:12.293 : ../models/spf_lut_x4 | Iter: 1000, Sample: 32000, GPixel:3.11e-03, dT:0.0048, rT:1.0959 +24-08-07 12:13:10.644 : ../models/spf_lut_x4 | Iter: 1100, Sample: 35200, GPixel:3.03e-03, dT:0.0049, rT:1.0963 +24-08-07 12:15:09.139 : ../models/spf_lut_x4 | Iter: 1200, Sample: 38400, GPixel:2.96e-03, dT:0.0047, rT:1.0981 +24-08-07 12:17:07.548 : ../models/spf_lut_x4 | Iter: 1300, Sample: 41600, GPixel:2.98e-03, dT:0.0048, rT:1.0965 +24-08-07 12:19:05.968 : ../models/spf_lut_x4 | Iter: 1400, Sample: 44800, GPixel:2.87e-03, dT:0.0049, rT:1.0976 +24-08-07 12:21:04.455 : ../models/spf_lut_x4 | Iter: 1500, Sample: 48000, GPixel:2.95e-03, dT:0.0059, rT:1.0966 +24-08-07 12:23:02.815 : ../models/spf_lut_x4 | Iter: 1600, Sample: 51200, GPixel:3.04e-03, dT:0.0050, rT:1.0964 +24-08-07 12:25:01.171 : ../models/spf_lut_x4 | Iter: 1700, Sample: 54400, GPixel:3.05e-03, dT:0.0048, rT:1.0957 +24-08-07 12:26:59.454 : ../models/spf_lut_x4 | Iter: 1800, Sample: 57600, GPixel:2.78e-03, dT:0.0046, rT:1.0962 +24-08-07 12:28:57.767 : ../models/spf_lut_x4 | Iter: 1900, Sample: 60800, GPixel:2.99e-03, dT:0.0050, rT:1.0955 +24-08-07 12:30:56.141 : ../models/spf_lut_x4 | Iter: 2000, Sample: 64000, GPixel:2.91e-03, dT:0.0051, rT:1.0964 +24-08-07 12:30:56.262 : Checkpoint saved 2000 +24-08-07 12:30:59.039 : Iter 2000 | Dataset Set5 | AVG Val PSNR: 30.154602 +24-08-07 12:31:06.564 : Iter 2000 | Dataset Set14 | AVG Val PSNR: 27.267917 +24-08-07 12:33:05.001 : ../models/spf_lut_x4 | Iter: 2100, Sample: 67200, GPixel:3.03e-03, dT:0.0048, rT:1.0971 +24-08-07 12:35:03.326 : ../models/spf_lut_x4 | Iter: 2200, Sample: 70400, GPixel:2.96e-03, dT:0.0047, rT:1.0968 +24-08-07 12:37:01.579 : ../models/spf_lut_x4 | Iter: 2300, Sample: 73600, GPixel:2.98e-03, dT:0.0039, rT:1.0973 +24-08-07 12:38:59.693 : ../models/spf_lut_x4 | Iter: 2400, Sample: 76800, GPixel:2.98e-03, dT:0.0039, rT:1.0955 +24-08-07 12:40:57.713 : ../models/spf_lut_x4 | Iter: 2500, Sample: 80000, GPixel:2.95e-03, dT:0.0035, rT:1.0951 +24-08-07 12:42:55.893 : ../models/spf_lut_x4 | Iter: 2600, Sample: 83200, GPixel:3.03e-03, dT:0.0041, rT:1.0964 +24-08-07 12:44:54.171 : ../models/spf_lut_x4 | Iter: 2700, Sample: 86400, GPixel:2.81e-03, dT:0.0044, rT:1.0956 +24-08-07 12:46:52.480 : ../models/spf_lut_x4 | Iter: 2800, Sample: 89600, GPixel:2.91e-03, dT:0.0047, rT:1.0962 +24-08-07 12:48:50.770 : ../models/spf_lut_x4 | Iter: 2900, Sample: 92800, GPixel:2.98e-03, dT:0.0043, rT:1.0962 +24-08-07 12:50:49.026 : ../models/spf_lut_x4 | Iter: 3000, Sample: 96000, GPixel:3.06e-03, dT:0.0043, rT:1.0967 +24-08-07 12:51:15.060 : None +24-08-07 12:52:19.498 : None +24-08-07 12:52:47.208 : ../models/spf_lut_x4 | Iter: 3100, Sample: 99200, GPixel:2.84e-03, dT:0.0044, rT:1.0964 +24-08-07 12:54:45.410 : ../models/spf_lut_x4 | Iter: 3200, Sample:102400, GPixel:2.83e-03, dT:0.0045, rT:1.0960 +24-08-07 12:56:43.658 : ../models/spf_lut_x4 | Iter: 3300, Sample:105600, GPixel:2.89e-03, dT:0.0046, rT:1.0957 +24-08-07 12:58:42.007 : ../models/spf_lut_x4 | Iter: 3400, Sample:108800, GPixel:2.92e-03, dT:0.0044, rT:1.0973 +24-08-07 13:00:40.200 : ../models/spf_lut_x4 | Iter: 3500, Sample:112000, GPixel:2.84e-03, dT:0.0042, rT:1.0949 +24-08-07 13:02:38.423 : ../models/spf_lut_x4 | Iter: 3600, Sample:115200, GPixel:2.97e-03, dT:0.0044, rT:1.0966 +24-08-07 13:04:36.748 : ../models/spf_lut_x4 | Iter: 3700, Sample:118400, GPixel:3.02e-03, dT:0.0046, rT:1.0966 +24-08-07 13:06:35.043 : ../models/spf_lut_x4 | Iter: 3800, Sample:121600, GPixel:2.85e-03, dT:0.0047, rT:1.0962 +24-08-07 13:08:33.256 : ../models/spf_lut_x4 | Iter: 3900, Sample:124800, GPixel:2.90e-03, dT:0.0044, rT:1.0961 +24-08-07 13:10:31.505 : ../models/spf_lut_x4 | Iter: 4000, Sample:128000, GPixel:2.75e-03, dT:0.0049, rT:1.0954 +24-08-07 13:10:31.620 : Checkpoint saved 4000 +24-08-07 13:10:32.651 : Iter 4000 | Dataset Set5 | AVG Val PSNR: 30.336170 +24-08-07 13:10:38.006 : Iter 4000 | Dataset Set14 | AVG Val PSNR: 27.411881 +24-08-07 13:12:36.124 : ../models/spf_lut_x4 | Iter: 4100, Sample:131200, GPixel:2.97e-03, dT:0.0043, rT:1.0952 +24-08-07 13:14:34.328 : ../models/spf_lut_x4 | Iter: 4200, Sample:134400, GPixel:2.98e-03, dT:0.0042, rT:1.0962 +24-08-07 13:16:32.519 : ../models/spf_lut_x4 | Iter: 4300, Sample:137600, GPixel:2.89e-03, dT:0.0042, rT:1.0956 +24-08-07 13:18:30.697 : ../models/spf_lut_x4 | Iter: 4400, Sample:140800, GPixel:2.93e-03, dT:0.0042, rT:1.0958 +24-08-07 13:20:29.080 : ../models/spf_lut_x4 | Iter: 4500, Sample:144000, GPixel:2.90e-03, dT:0.0044, rT:1.0977 +24-08-07 13:22:27.277 : ../models/spf_lut_x4 | Iter: 4600, Sample:147200, GPixel:2.87e-03, dT:0.0039, rT:1.0953 +24-08-07 13:24:25.539 : ../models/spf_lut_x4 | Iter: 4700, Sample:150400, GPixel:2.87e-03, dT:0.0042, rT:1.0963 +24-08-07 13:26:23.681 : ../models/spf_lut_x4 | Iter: 4800, Sample:153600, GPixel:2.81e-03, dT:0.0040, rT:1.0953 +24-08-07 13:28:21.831 : ../models/spf_lut_x4 | Iter: 4900, Sample:156800, GPixel:2.90e-03, dT:0.0041, rT:1.0957 +24-08-07 13:30:19.960 : ../models/spf_lut_x4 | Iter: 5000, Sample:160000, GPixel:2.89e-03, dT:0.0038, rT:1.0953 +24-08-07 13:32:18.024 : ../models/spf_lut_x4 | Iter: 5100, Sample:163200, GPixel:2.87e-03, dT:0.0037, rT:1.0948 +24-08-07 13:34:16.035 : ../models/spf_lut_x4 | Iter: 5200, Sample:166400, GPixel:2.96e-03, dT:0.0037, rT:1.0931 +24-08-07 13:36:13.990 : ../models/spf_lut_x4 | Iter: 5300, Sample:169600, GPixel:3.00e-03, dT:0.0035, rT:1.0920 +24-08-07 13:38:12.019 : ../models/spf_lut_x4 | Iter: 5400, Sample:172800, GPixel:2.83e-03, dT:0.0038, rT:1.0929 +24-08-07 13:40:10.294 : ../models/spf_lut_x4 | Iter: 5500, Sample:176000, GPixel:2.78e-03, dT:0.0051, rT:1.0959 +24-08-07 13:42:08.404 : ../models/spf_lut_x4 | Iter: 5600, Sample:179200, GPixel:2.88e-03, dT:0.0041, rT:1.0957 +24-08-07 13:44:06.779 : ../models/spf_lut_x4 | Iter: 5700, Sample:182400, GPixel:3.05e-03, dT:0.0038, rT:1.0974 +24-08-07 13:46:04.975 : ../models/spf_lut_x4 | Iter: 5800, Sample:185600, GPixel:2.84e-03, dT:0.0039, rT:1.0960 +24-08-07 13:48:03.151 : ../models/spf_lut_x4 | Iter: 5900, Sample:188800, GPixel:2.86e-03, dT:0.0040, rT:1.0962 +24-08-07 13:50:01.262 : ../models/spf_lut_x4 | Iter: 6000, Sample:192000, GPixel:2.98e-03, dT:0.0039, rT:1.0954 +24-08-07 13:50:01.380 : Checkpoint saved 6000 +24-08-07 13:50:02.467 : Iter 6000 | Dataset Set5 | AVG Val PSNR: 30.534000 +24-08-07 13:50:07.785 : Iter 6000 | Dataset Set14 | AVG Val PSNR: 27.546834 +24-08-07 13:52:05.863 : ../models/spf_lut_x4 | Iter: 6100, Sample:195200, GPixel:2.81e-03, dT:0.0041, rT:1.0947 +24-08-07 13:54:04.042 : ../models/spf_lut_x4 | Iter: 6200, Sample:198400, GPixel:2.74e-03, dT:0.0044, rT:1.0951 +24-08-07 13:56:02.185 : ../models/spf_lut_x4 | Iter: 6300, Sample:201600, GPixel:2.82e-03, dT:0.0040, rT:1.0954 +24-08-07 13:58:00.313 : ../models/spf_lut_x4 | Iter: 6400, Sample:204800, GPixel:3.31e-03, dT:0.0040, rT:1.0955 +24-08-07 13:59:58.500 : ../models/spf_lut_x4 | Iter: 6500, Sample:208000, GPixel:2.76e-03, dT:0.0040, rT:1.0964 +24-08-07 14:01:56.700 : ../models/spf_lut_x4 | Iter: 6600, Sample:211200, GPixel:2.78e-03, dT:0.0039, rT:1.0962 +24-08-07 14:03:54.893 : ../models/spf_lut_x4 | Iter: 6700, Sample:214400, GPixel:2.78e-03, dT:0.0039, rT:1.0962 +24-08-07 14:05:53.181 : ../models/spf_lut_x4 | Iter: 6800, Sample:217600, GPixel:2.90e-03, dT:0.0040, rT:1.0971 +24-08-07 14:07:51.318 : ../models/spf_lut_x4 | Iter: 6900, Sample:220800, GPixel:2.79e-03, dT:0.0040, rT:1.0958 +24-08-07 14:09:49.524 : ../models/spf_lut_x4 | Iter: 7000, Sample:224000, GPixel:2.89e-03, dT:0.0041, rT:1.0950 +24-08-07 14:11:47.650 : ../models/spf_lut_x4 | Iter: 7100, Sample:227200, GPixel:3.02e-03, dT:0.0039, rT:1.0960 +24-08-07 14:13:45.832 : ../models/spf_lut_x4 | Iter: 7200, Sample:230400, GPixel:2.93e-03, dT:0.0042, rT:1.0956 +24-08-07 14:15:43.945 : ../models/spf_lut_x4 | Iter: 7300, Sample:233600, GPixel:2.99e-03, dT:0.0040, rT:1.0951 +24-08-07 14:17:42.066 : ../models/spf_lut_x4 | Iter: 7400, Sample:236800, GPixel:2.96e-03, dT:0.0040, rT:1.0951 +24-08-07 14:19:40.213 : ../models/spf_lut_x4 | Iter: 7500, Sample:240000, GPixel:2.91e-03, dT:0.0040, rT:1.0954 +24-08-07 14:21:38.381 : ../models/spf_lut_x4 | Iter: 7600, Sample:243200, GPixel:2.81e-03, dT:0.0039, rT:1.0957 +24-08-07 14:23:36.527 : ../models/spf_lut_x4 | Iter: 7700, Sample:246400, GPixel:2.89e-03, dT:0.0039, rT:1.0957 +24-08-07 14:25:34.689 : ../models/spf_lut_x4 | Iter: 7800, Sample:249600, GPixel:2.92e-03, dT:0.0041, rT:1.0952 +24-08-07 14:27:32.817 : ../models/spf_lut_x4 | Iter: 7900, Sample:252800, GPixel:2.90e-03, dT:0.0035, rT:1.0941 +24-08-07 14:29:30.791 : ../models/spf_lut_x4 | Iter: 8000, Sample:256000, GPixel:2.85e-03, dT:0.0036, rT:1.0941 +24-08-07 14:29:30.909 : Checkpoint saved 8000 +24-08-07 14:29:31.819 : Iter 8000 | Dataset Set5 | AVG Val PSNR: 30.588776 +24-08-07 14:29:36.708 : Iter 8000 | Dataset Set14 | AVG Val PSNR: 27.601854 +24-08-07 14:31:34.649 : ../models/spf_lut_x4 | Iter: 8100, Sample:259200, GPixel:2.86e-03, dT:0.0037, rT:1.0934 +24-08-07 14:33:32.611 : ../models/spf_lut_x4 | Iter: 8200, Sample:262400, GPixel:3.03e-03, dT:0.0038, rT:1.0925 +24-08-07 14:35:30.775 : ../models/spf_lut_x4 | Iter: 8300, Sample:265600, GPixel:2.98e-03, dT:0.0044, rT:1.0945 +24-08-07 14:37:28.994 : ../models/spf_lut_x4 | Iter: 8400, Sample:268800, GPixel:2.88e-03, dT:0.0041, rT:1.0963 +24-08-07 14:39:27.141 : ../models/spf_lut_x4 | Iter: 8500, Sample:272000, GPixel:2.95e-03, dT:0.0040, rT:1.0961 +24-08-07 14:41:25.240 : ../models/spf_lut_x4 | Iter: 8600, Sample:275200, GPixel:2.87e-03, dT:0.0040, rT:1.0961 +24-08-07 14:43:23.312 : ../models/spf_lut_x4 | Iter: 8700, Sample:278400, GPixel:2.93e-03, dT:0.0039, rT:1.0951 +24-08-07 14:45:21.428 : ../models/spf_lut_x4 | Iter: 8800, Sample:281600, GPixel:2.75e-03, dT:0.0038, rT:1.0952 +24-08-07 14:47:19.550 : ../models/spf_lut_x4 | Iter: 8900, Sample:284800, GPixel:2.82e-03, dT:0.0040, rT:1.0955 +24-08-07 14:49:17.843 : ../models/spf_lut_x4 | Iter: 9000, Sample:288000, GPixel:2.89e-03, dT:0.0042, rT:1.0970 +24-08-07 14:51:15.958 : ../models/spf_lut_x4 | Iter: 9100, Sample:291200, GPixel:2.82e-03, dT:0.0039, rT:1.0949 +24-08-07 14:53:14.177 : ../models/spf_lut_x4 | Iter: 9200, Sample:294400, GPixel:2.79e-03, dT:0.0040, rT:1.0963 +24-08-07 14:55:12.355 : ../models/spf_lut_x4 | Iter: 9300, Sample:297600, GPixel:2.74e-03, dT:0.0040, rT:1.0953 +24-08-07 14:57:10.477 : ../models/spf_lut_x4 | Iter: 9400, Sample:300800, GPixel:2.78e-03, dT:0.0041, rT:1.0955 +24-08-07 14:59:08.628 : ../models/spf_lut_x4 | Iter: 9500, Sample:304000, GPixel:2.81e-03, dT:0.0041, rT:1.0956 +24-08-07 15:01:06.753 : ../models/spf_lut_x4 | Iter: 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../models/spf_lut_x4 | Iter: 11200, Sample:358400, GPixel:2.94e-03, dT:0.0042, rT:1.0969 +24-08-07 15:34:39.404 : ../models/spf_lut_x4 | Iter: 11300, Sample:361600, GPixel:2.90e-03, dT:0.0040, rT:1.0958 +24-08-07 15:36:37.436 : ../models/spf_lut_x4 | Iter: 11400, Sample:364800, GPixel:2.84e-03, dT:0.0039, rT:1.0950 +24-08-07 15:38:35.471 : ../models/spf_lut_x4 | Iter: 11500, Sample:368000, GPixel:2.84e-03, dT:0.0039, rT:1.0951 +24-08-07 15:40:33.542 : ../models/spf_lut_x4 | Iter: 11600, Sample:371200, GPixel:2.86e-03, dT:0.0040, rT:1.0950 +24-08-07 15:42:31.614 : ../models/spf_lut_x4 | Iter: 11700, Sample:374400, GPixel:2.89e-03, dT:0.0039, rT:1.0952 +24-08-07 15:44:29.653 : ../models/spf_lut_x4 | Iter: 11800, Sample:377600, GPixel:2.94e-03, dT:0.0038, rT:1.0947 +24-08-07 15:46:27.699 : ../models/spf_lut_x4 | Iter: 11900, Sample:380800, GPixel:2.78e-03, dT:0.0040, rT:1.0950 +24-08-07 15:48:25.762 : ../models/spf_lut_x4 | Iter: 12000, Sample:384000, GPixel:2.86e-03, dT:0.0039, rT:1.0949 +24-08-07 15:48:25.885 : Checkpoint saved 12000 +24-08-07 15:48:26.818 : Iter 12000 | Dataset Set5 | AVG Val PSNR: 30.722430 +24-08-07 15:48:30.884 : Iter 12000 | Dataset Set14 | AVG Val PSNR: 27.681979 +24-08-07 15:50:28.904 : ../models/spf_lut_x4 | Iter: 12100, Sample:387200, GPixel:2.91e-03, dT:0.0039, rT:1.0943 +24-08-07 15:52:26.929 : ../models/spf_lut_x4 | Iter: 12200, Sample:390400, GPixel:2.84e-03, dT:0.0039, rT:1.0950 +24-08-07 15:54:25.198 : ../models/spf_lut_x4 | Iter: 12300, Sample:393600, GPixel:2.85e-03, dT:0.0039, rT:1.0972 +24-08-07 15:56:23.339 : ../models/spf_lut_x4 | Iter: 12400, Sample:396800, GPixel:2.64e-03, dT:0.0042, rT:1.0960 +24-08-07 15:58:21.444 : ../models/spf_lut_x4 | Iter: 12500, Sample:400000, GPixel:2.72e-03, dT:0.0038, rT:1.0957 +24-08-07 16:00:19.498 : ../models/spf_lut_x4 | Iter: 12600, Sample:403200, GPixel:2.90e-03, dT:0.0040, rT:1.0944 +24-08-07 16:02:17.501 : ../models/spf_lut_x4 | Iter: 12700, Sample:406400, GPixel:2.88e-03, dT:0.0038, rT:1.0949 +24-08-07 16:04:15.576 : ../models/spf_lut_x4 | Iter: 12800, Sample:409600, GPixel:2.77e-03, dT:0.0040, rT:1.0948 +24-08-07 16:06:13.664 : ../models/spf_lut_x4 | Iter: 12900, Sample:412800, GPixel:2.77e-03, dT:0.0040, rT:1.0960 +24-08-07 16:08:11.714 : ../models/spf_lut_x4 | Iter: 13000, Sample:416000, GPixel:2.75e-03, dT:0.0039, rT:1.0952 +24-08-07 16:10:09.781 : ../models/spf_lut_x4 | Iter: 13100, Sample:419200, GPixel:2.87e-03, dT:0.0039, rT:1.0952 +24-08-07 16:12:07.869 : ../models/spf_lut_x4 | Iter: 13200, Sample:422400, GPixel:2.84e-03, dT:0.0039, rT:1.0954 +24-08-07 16:14:06.020 : ../models/spf_lut_x4 | Iter: 13300, Sample:425600, GPixel:2.90e-03, dT:0.0041, rT:1.0959 +24-08-07 16:16:04.067 : ../models/spf_lut_x4 | Iter: 13400, Sample:428800, GPixel:2.77e-03, dT:0.0039, rT:1.0957 +24-08-07 16:18:02.165 : ../models/spf_lut_x4 | Iter: 13500, Sample:432000, GPixel:2.69e-03, dT:0.0035, rT:1.0936 +24-08-07 16:20:00.058 : ../models/spf_lut_x4 | Iter: 13600, Sample:435200, GPixel:2.99e-03, dT:0.0034, rT:1.0941 +24-08-07 16:21:57.928 : ../models/spf_lut_x4 | Iter: 13700, Sample:438400, GPixel:2.72e-03, dT:0.0034, rT:1.0953 +24-08-07 16:23:55.830 : ../models/spf_lut_x4 | Iter: 13800, Sample:441600, GPixel:2.75e-03, dT:0.0037, rT:1.0935 +24-08-07 16:25:53.862 : ../models/spf_lut_x4 | Iter: 13900, Sample:444800, GPixel:2.88e-03, dT:0.0040, rT:1.0944 +24-08-07 16:27:51.916 : ../models/spf_lut_x4 | Iter: 14000, Sample:448000, GPixel:2.72e-03, dT:0.0038, rT:1.0940 +24-08-07 16:27:52.031 : Checkpoint saved 14000 +24-08-07 16:27:52.866 : Iter 14000 | Dataset Set5 | AVG Val PSNR: 30.729200 +24-08-07 16:27:57.053 : Iter 14000 | Dataset Set14 | AVG Val PSNR: 27.699160 +24-08-07 16:29:55.103 : ../models/spf_lut_x4 | Iter: 14100, Sample:451200, GPixel:2.76e-03, dT:0.0039, rT:1.0949 +24-08-07 16:31:53.192 : ../models/spf_lut_x4 | Iter: 14200, Sample:454400, GPixel:2.76e-03, dT:0.0040, rT:1.0955 +24-08-07 16:33:51.204 : ../models/spf_lut_x4 | Iter: 14300, Sample:457600, GPixel:2.77e-03, dT:0.0039, rT:1.0941 +24-08-07 16:35:49.235 : ../models/spf_lut_x4 | Iter: 14400, Sample:460800, GPixel:3.00e-03, dT:0.0040, rT:1.0944 +24-08-07 16:37:47.281 : ../models/spf_lut_x4 | Iter: 14500, Sample:464000, GPixel:2.75e-03, dT:0.0041, rT:1.0952 +24-08-07 16:39:45.412 : ../models/spf_lut_x4 | Iter: 14600, Sample:467200, GPixel:2.80e-03, dT:0.0039, rT:1.0962 +24-08-07 16:41:43.443 : ../models/spf_lut_x4 | Iter: 14700, Sample:470400, GPixel:2.69e-03, dT:0.0040, rT:1.0946 +24-08-07 16:43:41.538 : ../models/spf_lut_x4 | Iter: 14800, Sample:473600, GPixel:2.83e-03, dT:0.0040, rT:1.0957 +24-08-07 16:45:39.705 : ../models/spf_lut_x4 | Iter: 14900, Sample:476800, GPixel:2.74e-03, dT:0.0041, rT:1.0961 +24-08-07 16:47:37.754 : ../models/spf_lut_x4 | Iter: 15000, Sample:480000, GPixel:2.72e-03, dT:0.0039, rT:1.0954 +24-08-07 16:49:35.789 : ../models/spf_lut_x4 | Iter: 15100, Sample:483200, GPixel:2.72e-03, dT:0.0040, rT:1.0952 +24-08-07 16:51:33.878 : ../models/spf_lut_x4 | Iter: 15200, Sample:486400, GPixel:2.75e-03, dT:0.0041, rT:1.0947 +24-08-07 16:53:31.913 : ../models/spf_lut_x4 | Iter: 15300, Sample:489600, GPixel:2.80e-03, dT:0.0040, rT:1.0946 +24-08-07 16:55:29.954 : ../models/spf_lut_x4 | Iter: 15400, Sample:492800, GPixel:2.70e-03, dT:0.0040, rT:1.0949 +24-08-07 16:57:27.984 : ../models/spf_lut_x4 | Iter: 15500, Sample:496000, GPixel:2.98e-03, dT:0.0040, rT:1.0946 +24-08-07 16:59:26.063 : ../models/spf_lut_x4 | Iter: 15600, Sample:499200, GPixel:2.82e-03, dT:0.0040, rT:1.0956 +24-08-07 17:01:24.294 : ../models/spf_lut_x4 | Iter: 15700, Sample:502400, GPixel:2.77e-03, dT:0.0039, rT:1.0958 +24-08-07 17:03:22.350 : ../models/spf_lut_x4 | Iter: 15800, Sample:505600, GPixel:2.84e-03, dT:0.0039, rT:1.0949 +24-08-07 17:05:20.316 : ../models/spf_lut_x4 | Iter: 15900, Sample:508800, GPixel:2.87e-03, dT:0.0038, rT:1.0936 +24-08-07 17:07:18.320 : ../models/spf_lut_x4 | Iter: 16000, Sample:512000, GPixel:2.78e-03, dT:0.0040, rT:1.0948 +24-08-07 17:07:18.449 : Checkpoint saved 16000 +24-08-07 17:07:19.510 : Iter 16000 | Dataset Set5 | AVG Val PSNR: 30.729596 +24-08-07 17:07:23.532 : Iter 16000 | Dataset Set14 | AVG Val PSNR: 27.690709 +24-08-07 17:09:21.526 : ../models/spf_lut_x4 | Iter: 16100, Sample:515200, GPixel:2.91e-03, dT:0.0040, rT:1.0954 +24-08-07 17:11:19.525 : ../models/spf_lut_x4 | Iter: 16200, Sample:518400, GPixel:2.88e-03, dT:0.0039, rT:1.0947 +24-08-07 17:13:17.473 : ../models/spf_lut_x4 | Iter: 16300, Sample:521600, GPixel:2.81e-03, dT:0.0038, rT:1.0939 +24-08-07 17:15:15.375 : ../models/spf_lut_x4 | Iter: 16400, Sample:524800, GPixel:2.74e-03, dT:0.0034, rT:1.0934 +24-08-07 17:17:13.278 : ../models/spf_lut_x4 | Iter: 16500, Sample:528000, GPixel:2.77e-03, dT:0.0034, rT:1.0943 +24-08-07 17:19:11.120 : ../models/spf_lut_x4 | Iter: 16600, Sample:531200, GPixel:2.80e-03, dT:0.0033, rT:1.0926 +24-08-07 17:21:08.957 : ../models/spf_lut_x4 | Iter: 16700, Sample:534400, GPixel:2.81e-03, dT:0.0033, rT:1.0909 +24-08-07 17:23:07.192 : ../models/spf_lut_x4 | Iter: 16800, Sample:537600, GPixel:2.93e-03, dT:0.0045, rT:1.0961 +24-08-07 17:25:05.168 : ../models/spf_lut_x4 | Iter: 16900, Sample:540800, GPixel:2.63e-03, dT:0.0040, rT:1.0942 +24-08-07 17:27:03.208 : ../models/spf_lut_x4 | Iter: 17000, Sample:544000, GPixel:2.78e-03, dT:0.0040, rT:1.0950 +24-08-07 17:29:01.208 : ../models/spf_lut_x4 | Iter: 17100, Sample:547200, GPixel:2.80e-03, dT:0.0040, rT:1.0949 +24-08-07 17:30:59.310 : ../models/spf_lut_x4 | Iter: 17200, Sample:550400, GPixel:2.75e-03, dT:0.0046, rT:1.0950 +24-08-07 17:32:57.427 : ../models/spf_lut_x4 | Iter: 17300, Sample:553600, GPixel:2.91e-03, dT:0.0041, rT:1.0953 +24-08-07 17:34:55.492 : ../models/spf_lut_x4 | Iter: 17400, Sample:556800, GPixel:2.81e-03, dT:0.0040, rT:1.0951 +24-08-07 17:34:57.002 : None +24-08-07 17:36:53.548 : ../models/spf_lut_x4 | Iter: 17500, Sample:560000, GPixel:2.67e-03, dT:0.0044, rT:1.0950 +24-08-07 17:38:03.408 : None +24-08-07 17:38:51.534 : ../models/spf_lut_x4 | Iter: 17600, Sample:563200, GPixel:2.72e-03, dT:0.0039, rT:1.0945 +24-08-07 17:40:48.510 : None +24-08-07 17:40:49.554 : ../models/spf_lut_x4 | Iter: 17700, Sample:566400, GPixel:2.83e-03, dT:0.0041, rT:1.0952 +24-08-07 17:41:35.774 : None +24-08-07 17:42:47.604 : ../models/spf_lut_x4 | Iter: 17800, Sample:569600, GPixel:2.61e-03, dT:0.0041, rT:1.0948 +24-08-07 17:44:18.671 : None +24-08-07 17:44:45.581 : ../models/spf_lut_x4 | Iter: 17900, Sample:572800, GPixel:2.74e-03, dT:0.0039, rT:1.0946 +24-08-07 17:46:43.731 : ../models/spf_lut_x4 | Iter: 18000, Sample:576000, GPixel:2.79e-03, dT:0.0039, rT:1.0961 +24-08-07 17:46:43.853 : Checkpoint saved 18000 +24-08-07 17:46:44.823 : Iter 18000 | Dataset Set5 | AVG Val PSNR: 30.298135 +24-08-07 17:46:49.208 : Iter 18000 | Dataset Set14 | AVG Val PSNR: 27.415234 +24-08-07 17:46:54.799 : None +24-08-07 17:48:47.276 : ../models/spf_lut_x4 | Iter: 18100, Sample:579200, GPixel:2.76e-03, dT:0.0040, rT:1.0945 +24-08-07 17:50:45.344 : ../models/spf_lut_x4 | Iter: 18200, Sample:582400, GPixel:2.84e-03, dT:0.0039, rT:1.0943 +24-08-07 17:52:43.395 : ../models/spf_lut_x4 | Iter: 18300, Sample:585600, GPixel:2.78e-03, dT:0.0041, rT:1.0949 +24-08-07 17:54:41.418 : ../models/spf_lut_x4 | Iter: 18400, Sample:588800, GPixel:2.87e-03, dT:0.0041, rT:1.0946 +24-08-07 17:56:39.480 : ../models/spf_lut_x4 | Iter: 18500, Sample:592000, GPixel:2.73e-03, dT:0.0045, rT:1.0947 +24-08-07 17:58:37.440 : ../models/spf_lut_x4 | Iter: 18600, Sample:595200, GPixel:2.75e-03, dT:0.0038, rT:1.0947 +24-08-07 18:00:35.443 : ../models/spf_lut_x4 | Iter: 18700, Sample:598400, GPixel:3.01e-03, dT:0.0040, rT:1.0952 +24-08-07 18:02:33.471 : ../models/spf_lut_x4 | Iter: 18800, Sample:601600, GPixel:2.83e-03, dT:0.0040, rT:1.0946 +24-08-07 18:04:31.520 : ../models/spf_lut_x4 | Iter: 18900, Sample:604800, GPixel:2.79e-03, dT:0.0040, rT:1.0951 +24-08-07 18:06:29.711 : ../models/spf_lut_x4 | Iter: 19000, Sample:608000, GPixel:2.87e-03, dT:0.0039, rT:1.0970 +24-08-07 18:08:27.715 : ../models/spf_lut_x4 | Iter: 19100, Sample:611200, GPixel:2.78e-03, dT:0.0039, rT:1.0950 +24-08-07 18:10:25.592 : ../models/spf_lut_x4 | Iter: 19200, Sample:614400, GPixel:2.75e-03, dT:0.0035, rT:1.0949 +24-08-07 18:12:23.489 : ../models/spf_lut_x4 | Iter: 19300, Sample:617600, GPixel:2.93e-03, dT:0.0035, rT:1.0936 +24-08-07 18:14:21.290 : ../models/spf_lut_x4 | Iter: 19400, Sample:620800, GPixel:2.75e-03, dT:0.0034, rT:1.0925 +24-08-07 18:16:19.093 : ../models/spf_lut_x4 | Iter: 19500, Sample:624000, GPixel:2.83e-03, dT:0.0034, rT:1.0904 +24-08-07 18:18:17.043 : ../models/spf_lut_x4 | Iter: 19600, Sample:627200, GPixel:2.81e-03, dT:0.0041, rT:1.0947 +24-08-07 18:20:15.051 : ../models/spf_lut_x4 | Iter: 19700, Sample:630400, GPixel:2.85e-03, dT:0.0039, rT:1.0947 +24-08-07 18:22:13.155 : ../models/spf_lut_x4 | Iter: 19800, Sample:633600, GPixel:2.81e-03, dT:0.0040, rT:1.0955 +24-08-07 18:24:11.260 : ../models/spf_lut_x4 | Iter: 19900, Sample:636800, GPixel:2.77e-03, dT:0.0042, rT:1.0946 +24-08-07 18:26:09.233 : ../models/spf_lut_x4 | Iter: 20000, Sample:640000, GPixel:2.66e-03, dT:0.0039, rT:1.0942 +24-08-07 18:26:09.364 : Checkpoint saved 20000 +24-08-07 18:26:10.185 : Iter 20000 | Dataset Set5 | AVG Val PSNR: 30.801146 +24-08-07 18:26:14.361 : Iter 20000 | Dataset Set14 | AVG Val PSNR: 27.742623 +24-08-07 18:28:12.320 : ../models/spf_lut_x4 | Iter: 20100, Sample:643200, GPixel:2.81e-03, dT:0.0039, rT:1.0942 +24-08-07 18:30:10.447 : ../models/spf_lut_x4 | Iter: 20200, Sample:646400, GPixel:2.78e-03, dT:0.0039, rT:1.0961 +24-08-07 18:32:08.468 : ../models/spf_lut_x4 | Iter: 20300, Sample:649600, GPixel:2.87e-03, dT:0.0041, rT:1.0950 +24-08-07 18:34:06.432 : ../models/spf_lut_x4 | Iter: 20400, Sample:652800, GPixel:2.83e-03, dT:0.0039, rT:1.0951 +24-08-07 18:36:04.460 : ../models/spf_lut_x4 | Iter: 20500, Sample:656000, GPixel:2.86e-03, dT:0.0040, rT:1.0952 +24-08-07 18:38:02.506 : ../models/spf_lut_x4 | Iter: 20600, Sample:659200, GPixel:2.85e-03, dT:0.0039, rT:1.0952 +24-08-07 18:40:00.570 : ../models/spf_lut_x4 | Iter: 20700, Sample:662400, GPixel:2.90e-03, dT:0.0041, rT:1.0951 +24-08-07 18:41:58.570 : ../models/spf_lut_x4 | Iter: 20800, Sample:665600, GPixel:2.76e-03, dT:0.0040, rT:1.0940 +24-08-07 18:43:56.586 : ../models/spf_lut_x4 | Iter: 20900, Sample:668800, GPixel:2.83e-03, dT:0.0040, rT:1.0943 +24-08-07 18:45:54.562 : ../models/spf_lut_x4 | Iter: 21000, Sample:672000, GPixel:2.81e-03, dT:0.0040, rT:1.0942 +24-08-07 18:47:52.573 : ../models/spf_lut_x4 | Iter: 21100, Sample:675200, GPixel:2.78e-03, dT:0.0040, rT:1.0947 +24-08-07 18:49:50.552 : ../models/spf_lut_x4 | Iter: 21200, Sample:678400, GPixel:2.87e-03, dT:0.0040, rT:1.0945 +24-08-07 18:51:48.675 : ../models/spf_lut_x4 | Iter: 21300, Sample:681600, GPixel:2.77e-03, dT:0.0041, rT:1.0957 +24-08-07 18:53:46.656 : ../models/spf_lut_x4 | Iter: 21400, Sample:684800, GPixel:2.86e-03, dT:0.0039, rT:1.0941 +24-08-07 18:55:44.705 : ../models/spf_lut_x4 | Iter: 21500, Sample:688000, GPixel:2.70e-03, dT:0.0041, rT:1.0948 +24-08-07 18:57:42.687 : ../models/spf_lut_x4 | Iter: 21600, Sample:691200, GPixel:2.77e-03, dT:0.0040, rT:1.0944 +24-08-07 18:59:40.652 : ../models/spf_lut_x4 | Iter: 21700, Sample:694400, GPixel:2.77e-03, dT:0.0041, rT:1.0937 +24-08-07 19:01:38.577 : ../models/spf_lut_x4 | Iter: 21800, Sample:697600, GPixel:2.81e-03, dT:0.0039, rT:1.0938 +24-08-07 19:03:36.577 : ../models/spf_lut_x4 | Iter: 21900, Sample:700800, GPixel:2.75e-03, dT:0.0044, rT:1.0939 +24-08-07 19:05:34.435 : ../models/spf_lut_x4 | Iter: 22000, Sample:704000, GPixel:2.75e-03, dT:0.0035, rT:1.0937 +24-08-07 19:05:34.549 : Checkpoint saved 22000 +24-08-07 19:05:35.396 : Iter 22000 | Dataset Set5 | AVG Val PSNR: 30.789264 +24-08-07 19:05:39.246 : Iter 22000 | Dataset Set14 | AVG Val PSNR: 27.741808 +24-08-07 19:07:37.054 : ../models/spf_lut_x4 | Iter: 22100, Sample:707200, GPixel:2.77e-03, dT:0.0035, rT:1.0945 +24-08-07 19:09:34.904 : ../models/spf_lut_x4 | Iter: 22200, Sample:710400, GPixel:2.76e-03, dT:0.0035, rT:1.0942 +24-08-07 19:11:32.749 : ../models/spf_lut_x4 | Iter: 22300, Sample:713600, GPixel:2.75e-03, dT:0.0032, rT:1.0935 +24-08-07 19:13:30.823 : ../models/spf_lut_x4 | Iter: 22400, Sample:716800, GPixel:2.68e-03, dT:0.0040, rT:1.0956 +24-08-07 19:15:28.772 : ../models/spf_lut_x4 | Iter: 22500, Sample:720000, GPixel:2.75e-03, dT:0.0040, rT:1.0941 +24-08-07 19:17:26.747 : ../models/spf_lut_x4 | Iter: 22600, Sample:723200, GPixel:2.72e-03, dT:0.0040, rT:1.0933 +24-08-07 19:19:24.760 : ../models/spf_lut_x4 | Iter: 22700, Sample:726400, GPixel:2.70e-03, dT:0.0044, rT:1.0943 +24-08-07 19:21:22.705 : ../models/spf_lut_x4 | Iter: 22800, Sample:729600, GPixel:2.65e-03, dT:0.0039, rT:1.0950 +24-08-07 19:23:20.682 : ../models/spf_lut_x4 | Iter: 22900, Sample:732800, GPixel:2.79e-03, dT:0.0040, rT:1.0945 +24-08-07 19:25:18.687 : ../models/spf_lut_x4 | Iter: 23000, Sample:736000, GPixel:2.74e-03, dT:0.0040, rT:1.0946 +24-08-07 19:27:16.728 : ../models/spf_lut_x4 | Iter: 23100, Sample:739200, GPixel:2.76e-03, dT:0.0040, rT:1.0954 +24-08-07 19:29:14.770 : ../models/spf_lut_x4 | Iter: 23200, Sample:742400, GPixel:2.74e-03, dT:0.0040, rT:1.0944 +24-08-07 19:31:12.799 : ../models/spf_lut_x4 | Iter: 23300, Sample:745600, GPixel:2.67e-03, dT:0.0042, rT:1.0940 +24-08-07 19:33:10.763 : ../models/spf_lut_x4 | Iter: 23400, Sample:748800, GPixel:2.77e-03, dT:0.0041, rT:1.0941 +24-08-07 19:35:08.862 : ../models/spf_lut_x4 | Iter: 23500, Sample:752000, GPixel:2.67e-03, dT:0.0041, rT:1.0961 +24-08-07 19:37:06.816 : ../models/spf_lut_x4 | Iter: 23600, Sample:755200, GPixel:2.66e-03, dT:0.0038, rT:1.0949 +24-08-07 19:39:04.898 : ../models/spf_lut_x4 | Iter: 23700, Sample:758400, GPixel:2.77e-03, dT:0.0043, rT:1.0954 +24-08-07 19:41:02.922 : ../models/spf_lut_x4 | Iter: 23800, Sample:761600, GPixel:2.73e-03, dT:0.0040, rT:1.0953 +24-08-07 19:43:00.898 : ../models/spf_lut_x4 | Iter: 23900, Sample:764800, GPixel:2.72e-03, dT:0.0040, rT:1.0940 +24-08-07 19:44:58.861 : ../models/spf_lut_x4 | Iter: 24000, Sample:768000, GPixel:2.92e-03, dT:0.0040, rT:1.0945 +24-08-07 19:44:59.014 : Checkpoint saved 24000 +24-08-07 19:44:59.889 : Iter 24000 | Dataset Set5 | AVG Val PSNR: 30.787179 +24-08-07 19:45:03.914 : Iter 24000 | Dataset Set14 | AVG Val PSNR: 27.748900 +24-08-07 19:45:23.678 : None +24-08-07 19:46:21.235 : None +24-08-07 19:47:01.855 : ../models/spf_lut_x4 | Iter: 24100, Sample:771200, GPixel:2.57e-03, dT:0.0040, rT:1.0942 +24-08-07 19:48:01.401 : None +24-08-07 19:48:47.893 : None +24-08-07 19:48:59.842 : ../models/spf_lut_x4 | Iter: 24200, Sample:774400, GPixel:2.77e-03, dT:0.0043, rT:1.0941 +24-08-07 19:50:57.849 : ../models/spf_lut_x4 | Iter: 24300, Sample:777600, GPixel:2.72e-03, dT:0.0041, rT:1.0949 +24-08-07 19:51:15.592 : ../models/spf_lut_x4 | Iter: 100, Sample: 3200, GPixel:2.51e-02, dT:0.0175, rT:1.2279 +24-08-07 19:52:55.975 : ../models/spf_lut_x4 | Iter: 24400, Sample:780800, GPixel:2.90e-03, 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Sample:809600, GPixel:2.77e-03, dT:0.0046, rT:1.0955 +24-08-07 20:12:36.180 : ../models/spf_lut_x4 | Iter: 25400, Sample:812800, GPixel:2.78e-03, dT:0.0039, rT:1.0956 +24-08-07 20:14:34.225 : ../models/spf_lut_x4 | Iter: 25500, Sample:816000, GPixel:2.81e-03, dT:0.0040, rT:1.0949 +24-08-07 20:16:32.264 : ../models/spf_lut_x4 | Iter: 25600, Sample:819200, GPixel:2.75e-03, dT:0.0042, rT:1.0948 +24-08-07 20:18:30.402 : ../models/spf_lut_x4 | Iter: 25700, Sample:822400, GPixel:2.78e-03, dT:0.0039, rT:1.0956 +24-08-07 20:20:28.712 : ../models/spf_lut_x4 | Iter: 25800, Sample:825600, GPixel:2.72e-03, dT:0.0040, rT:1.0969 +24-08-07 20:22:26.823 : ../models/spf_lut_x4 | Iter: 25900, Sample:828800, GPixel:2.72e-03, dT:0.0040, rT:1.0954 +24-08-07 20:24:24.882 : ../models/spf_lut_x4 | Iter: 26000, Sample:832000, GPixel:2.74e-03, dT:0.0040, rT:1.0951 +24-08-07 20:24:25.000 : Checkpoint saved 26000 +24-08-07 20:24:25.837 : Iter 26000 | Dataset Set5 | AVG Val PSNR: 30.861450 +24-08-07 20:24:30.153 : Iter 26000 | Dataset Set14 | AVG Val PSNR: 27.782850 +24-08-07 20:26:28.209 : ../models/spf_lut_x4 | Iter: 26100, Sample:835200, GPixel:2.78e-03, dT:0.0040, rT:1.0948 +24-08-07 20:28:26.396 : ../models/spf_lut_x4 | Iter: 26200, Sample:838400, GPixel:2.69e-03, dT:0.0040, rT:1.0968 +24-08-07 20:30:24.586 : ../models/spf_lut_x4 | Iter: 26300, Sample:841600, GPixel:2.83e-03, dT:0.0041, rT:1.0963 +24-08-07 20:32:22.680 : ../models/spf_lut_x4 | Iter: 26400, Sample:844800, GPixel:2.86e-03, dT:0.0040, rT:1.0956 +24-08-07 20:34:20.722 : ../models/spf_lut_x4 | Iter: 26500, Sample:848000, GPixel:2.70e-03, dT:0.0040, rT:1.0952 +24-08-07 20:36:18.792 : ../models/spf_lut_x4 | Iter: 26600, Sample:851200, GPixel:2.65e-03, dT:0.0044, rT:1.0949 +24-08-07 20:38:16.886 : ../models/spf_lut_x4 | Iter: 26700, Sample:854400, GPixel:2.81e-03, dT:0.0041, rT:1.0947 +24-08-07 20:40:15.053 : ../models/spf_lut_x4 | Iter: 26800, Sample:857600, GPixel:2.62e-03, dT:0.0039, rT:1.0961 +24-08-07 20:42:13.339 : ../models/spf_lut_x4 | Iter: 26900, Sample:860800, GPixel:2.84e-03, dT:0.0042, rT:1.0972 +24-08-07 20:44:11.402 : ../models/spf_lut_x4 | Iter: 27000, Sample:864000, GPixel:2.74e-03, dT:0.0040, rT:1.0951 +24-08-07 20:46:09.436 : ../models/spf_lut_x4 | Iter: 27100, Sample:867200, GPixel:2.80e-03, dT:0.0038, rT:1.0945 +24-08-07 20:48:07.515 : ../models/spf_lut_x4 | Iter: 27200, Sample:870400, GPixel:2.66e-03, dT:0.0039, rT:1.0951 +24-08-07 20:50:05.521 : ../models/spf_lut_x4 | Iter: 27300, Sample:873600, GPixel:2.81e-03, dT:0.0039, rT:1.0944 +24-08-07 20:52:03.581 : ../models/spf_lut_x4 | Iter: 27400, Sample:876800, GPixel:2.67e-03, dT:0.0039, rT:1.0949 +24-08-07 20:54:01.761 : ../models/spf_lut_x4 | Iter: 27500, Sample:880000, GPixel:2.69e-03, dT:0.0039, rT:1.0963 +24-08-07 20:55:59.858 : ../models/spf_lut_x4 | Iter: 27600, Sample:883200, GPixel:2.78e-03, dT:0.0039, rT:1.0954 +24-08-07 20:57:57.848 : ../models/spf_lut_x4 | Iter: 27700, Sample:886400, GPixel:2.96e-03, dT:0.0037, rT:1.0944 +24-08-07 20:59:55.716 : ../models/spf_lut_x4 | Iter: 27800, Sample:889600, GPixel:2.82e-03, dT:0.0034, rT:1.0934 +24-08-07 21:01:53.540 : ../models/spf_lut_x4 | Iter: 27900, Sample:892800, GPixel:2.73e-03, dT:0.0034, rT:1.0914 +24-08-07 21:03:51.606 : ../models/spf_lut_x4 | Iter: 28000, Sample:896000, GPixel:2.71e-03, dT:0.0038, rT:1.0945 +24-08-07 21:03:51.749 : Checkpoint saved 28000 +24-08-07 21:03:52.564 : Iter 28000 | Dataset Set5 | AVG Val PSNR: 30.808789 +24-08-07 21:03:56.647 : Iter 28000 | Dataset Set14 | AVG Val PSNR: 27.773354 +24-08-07 21:05:54.870 : ../models/spf_lut_x4 | Iter: 28100, Sample:899200, GPixel:2.79e-03, dT:0.0043, rT:1.0956 +24-08-07 21:07:52.964 : ../models/spf_lut_x4 | Iter: 28200, Sample:902400, GPixel:2.70e-03, dT:0.0039, rT:1.0957 +24-08-07 21:09:50.989 : ../models/spf_lut_x4 | Iter: 28300, Sample:905600, GPixel:2.74e-03, dT:0.0040, rT:1.0943 +24-08-07 21:11:49.048 : ../models/spf_lut_x4 | Iter: 28400, Sample:908800, GPixel:2.78e-03, dT:0.0042, rT:1.0951 +24-08-07 21:13:47.214 : ../models/spf_lut_x4 | Iter: 28500, Sample:912000, GPixel:2.70e-03, dT:0.0040, rT:1.0960 +24-08-07 21:15:45.337 : ../models/spf_lut_x4 | Iter: 28600, Sample:915200, GPixel:2.90e-03, dT:0.0039, rT:1.0963 +24-08-07 21:17:43.414 : ../models/spf_lut_x4 | Iter: 28700, Sample:918400, GPixel:2.73e-03, dT:0.0040, rT:1.0950 +24-08-07 21:19:41.453 : ../models/spf_lut_x4 | Iter: 28800, Sample:921600, GPixel:2.73e-03, dT:0.0040, rT:1.0945 +24-08-07 21:21:39.470 : ../models/spf_lut_x4 | Iter: 28900, Sample:924800, GPixel:2.68e-03, dT:0.0041, rT:1.0947 +24-08-07 21:23:37.449 : ../models/spf_lut_x4 | Iter: 29000, Sample:928000, GPixel:2.64e-03, dT:0.0039, rT:1.0947 +24-08-07 21:25:35.577 : ../models/spf_lut_x4 | Iter: 29100, Sample:931200, GPixel:2.76e-03, dT:0.0040, rT:1.0958 +24-08-07 21:27:33.580 : ../models/spf_lut_x4 | Iter: 29200, Sample:934400, GPixel:2.80e-03, dT:0.0039, rT:1.0947 +24-08-07 21:29:31.738 : ../models/spf_lut_x4 | Iter: 29300, Sample:937600, 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Dataset Set14 | AVG Val PSNR: 27.812998 +24-08-07 21:45:20.312 : ../models/spf_lut_x4 | Iter: 30100, Sample:963200, GPixel:2.84e-03, dT:0.0037, rT:1.0966 +24-08-07 21:47:18.341 : ../models/spf_lut_x4 | Iter: 30200, Sample:966400, GPixel:2.71e-03, dT:0.0036, rT:1.0933 +24-08-07 21:49:18.117 : ../models/spf_lut_x4 | Iter: 30300, Sample:969600, GPixel:2.77e-03, dT:0.0094, rT:1.1050 +24-08-07 21:51:16.140 : ../models/spf_lut_x4 | Iter: 30400, Sample:972800, GPixel:2.75e-03, dT:0.0040, rT:1.0923 +24-08-07 21:53:14.085 : ../models/spf_lut_x4 | Iter: 30500, Sample:976000, GPixel:2.69e-03, dT:0.0037, rT:1.0949 +24-08-07 21:55:12.125 : ../models/spf_lut_x4 | Iter: 30600, Sample:979200, GPixel:2.82e-03, dT:0.0039, rT:1.0955 +24-08-07 21:57:10.213 : ../models/spf_lut_x4 | Iter: 30700, Sample:982400, GPixel:2.85e-03, dT:0.0041, rT:1.0957 +24-08-07 21:59:09.239 : ../models/spf_lut_x4 | Iter: 30800, Sample:985600, GPixel:2.88e-03, dT:0.0061, rT:1.1013 +24-08-07 22:01:07.283 : ../models/spf_lut_x4 | Iter: 30900, Sample:988800, GPixel:2.84e-03, dT:0.0044, rT:1.0944 +24-08-07 22:03:05.304 : ../models/spf_lut_x4 | Iter: 31000, Sample:992000, GPixel:2.66e-03, dT:0.0043, rT:1.0931 +24-08-07 22:05:03.398 : ../models/spf_lut_x4 | Iter: 31100, Sample:995200, GPixel:2.69e-03, dT:0.0041, rT:1.0942 +24-08-07 22:07:03.503 : ../models/spf_lut_x4 | Iter: 31200, Sample:998400, GPixel:2.66e-03, dT:0.0077, rT:1.1109 +24-08-07 22:09:01.605 : ../models/spf_lut_x4 | Iter: 31300, Sample:1001600, GPixel:2.90e-03, dT:0.0041, rT:1.0942 +24-08-07 22:10:59.855 : ../models/spf_lut_x4 | Iter: 31400, Sample:1004800, GPixel:2.78e-03, dT:0.0042, rT:1.0957 +24-08-07 22:12:57.849 : ../models/spf_lut_x4 | Iter: 31500, Sample:1008000, GPixel:2.79e-03, dT:0.0040, rT:1.0919 +24-08-07 22:14:57.889 : ../models/spf_lut_x4 | Iter: 31600, Sample:1011200, GPixel:2.79e-03, dT:0.0078, rT:1.1088 +24-08-07 22:16:55.885 : ../models/spf_lut_x4 | Iter: 31700, Sample:1014400, GPixel:2.71e-03, dT:0.0043, rT:1.0922 +24-08-07 22:18:53.938 : ../models/spf_lut_x4 | Iter: 31800, Sample:1017600, GPixel:2.79e-03, dT:0.0042, rT:1.0947 +24-08-07 22:20:51.984 : ../models/spf_lut_x4 | Iter: 31900, Sample:1020800, GPixel:2.71e-03, dT:0.0040, rT:1.0929 +24-08-07 22:22:52.188 : ../models/spf_lut_x4 | Iter: 32000, Sample:1024000, GPixel:2.74e-03, dT:0.0074, rT:1.1101 +24-08-07 22:22:52.313 : Checkpoint saved 32000 +24-08-07 22:22:53.282 : Iter 32000 | Dataset Set5 | AVG Val PSNR: 30.875302 +24-08-07 22:22:57.362 : Iter 32000 | Dataset Set14 | AVG Val PSNR: 27.794512 +24-08-07 22:24:55.386 : ../models/spf_lut_x4 | Iter: 32100, Sample:1027200, GPixel:2.73e-03, dT:0.0040, rT:1.0925 +24-08-07 22:26:53.361 : ../models/spf_lut_x4 | Iter: 32200, Sample:1030400, GPixel:2.77e-03, dT:0.0037, rT:1.0913 +24-08-07 22:28:51.354 : ../models/spf_lut_x4 | Iter: 32300, Sample:1033600, GPixel:2.83e-03, dT:0.0039, rT:1.0921 +24-08-07 22:30:51.388 : ../models/spf_lut_x4 | Iter: 32400, Sample:1036800, GPixel:2.91e-03, dT:0.0081, rT:1.1083 +24-08-07 22:32:49.641 : ../models/spf_lut_x4 | Iter: 32500, Sample:1040000, GPixel:2.78e-03, dT:0.0040, rT:1.0962 +24-08-07 22:34:47.788 : ../models/spf_lut_x4 | Iter: 32600, Sample:1043200, GPixel:2.69e-03, dT:0.0042, rT:1.0938 +24-08-07 22:36:45.813 : ../models/spf_lut_x4 | Iter: 32700, Sample:1046400, GPixel:2.82e-03, dT:0.0040, rT:1.0934 +24-08-07 22:38:45.515 : ../models/spf_lut_x4 | Iter: 32800, Sample:1049600, GPixel:2.69e-03, dT:0.0075, rT:1.1067 +24-08-07 22:40:43.461 : ../models/spf_lut_x4 | Iter: 32900, Sample:1052800, GPixel:2.81e-03, dT:0.0041, rT:1.0939 +24-08-07 22:42:41.459 : ../models/spf_lut_x4 | Iter: 33000, Sample:1056000, GPixel:2.82e-03, dT:0.0042, rT:1.0940 +24-08-07 22:44:39.509 : ../models/spf_lut_x4 | Iter: 33100, Sample:1059200, GPixel:2.70e-03, dT:0.0043, rT:1.0946 +24-08-07 22:46:39.486 : ../models/spf_lut_x4 | Iter: 33200, Sample:1062400, GPixel:2.66e-03, dT:0.0077, rT:1.1102 +24-08-07 22:48:37.623 : ../models/spf_lut_x4 | Iter: 33300, Sample:1065600, 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34000 | Dataset Set14 | AVG Val PSNR: 27.826170 +24-08-07 23:04:29.901 : ../models/spf_lut_x4 | Iter: 34100, Sample:1091200, GPixel:2.89e-03, dT:0.0044, rT:1.0921 +24-08-07 23:06:28.019 : ../models/spf_lut_x4 | Iter: 34200, Sample:1094400, GPixel:2.70e-03, dT:0.0043, rT:1.0946 +24-08-07 23:08:26.120 : ../models/spf_lut_x4 | Iter: 34300, Sample:1097600, GPixel:2.85e-03, dT:0.0045, rT:1.0939 +24-08-07 23:10:26.348 : ../models/spf_lut_x4 | Iter: 34400, Sample:1100800, GPixel:2.65e-03, dT:0.0077, rT:1.1120 +24-08-07 23:12:24.450 : ../models/spf_lut_x4 | Iter: 34500, Sample:1104000, GPixel:2.81e-03, dT:0.0047, rT:1.0938 +24-08-07 23:14:22.464 : ../models/spf_lut_x4 | Iter: 34600, Sample:1107200, GPixel:2.81e-03, dT:0.0043, rT:1.0935 +24-08-07 23:16:20.647 : ../models/spf_lut_x4 | Iter: 34700, Sample:1110400, GPixel:2.68e-03, dT:0.0044, rT:1.0953 +24-08-07 23:18:20.745 : ../models/spf_lut_x4 | Iter: 34800, Sample:1113600, GPixel:2.63e-03, dT:0.0073, rT:1.1110 +24-08-07 23:20:18.872 : 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rT:1.0954 +24-08-07 23:38:04.922 : ../models/spf_lut_x4 | Iter: 35800, Sample:1145600, GPixel:2.81e-03, dT:0.0041, rT:1.0947 +24-08-07 23:40:03.116 : ../models/spf_lut_x4 | Iter: 35900, Sample:1148800, GPixel:2.73e-03, dT:0.0043, rT:1.0957 +24-08-07 23:42:03.327 : ../models/spf_lut_x4 | Iter: 36000, Sample:1152000, GPixel:2.80e-03, dT:0.0078, rT:1.1123 +24-08-07 23:42:03.488 : Checkpoint saved 36000 +24-08-07 23:42:04.491 : Iter 36000 | Dataset Set5 | AVG Val PSNR: 30.905920 +24-08-07 23:42:08.579 : Iter 36000 | Dataset Set14 | AVG Val PSNR: 27.829892 +24-08-07 23:44:06.531 : ../models/spf_lut_x4 | Iter: 36100, Sample:1155200, GPixel:2.63e-03, dT:0.0040, rT:1.0922 +24-08-07 23:46:04.528 : ../models/spf_lut_x4 | Iter: 36200, Sample:1158400, GPixel:2.77e-03, dT:0.0041, rT:1.0920 +24-08-07 23:48:02.432 : ../models/spf_lut_x4 | Iter: 36300, Sample:1161600, GPixel:2.73e-03, dT:0.0037, rT:1.0931 +24-08-07 23:50:01.506 : ../models/spf_lut_x4 | Iter: 36400, Sample:1164800, GPixel:2.79e-03, dT:0.0063, rT:1.1000 +24-08-07 23:51:59.409 : ../models/spf_lut_x4 | Iter: 36500, Sample:1168000, GPixel:2.72e-03, dT:0.0037, rT:1.0942 +24-08-07 23:53:57.446 : ../models/spf_lut_x4 | Iter: 36600, Sample:1171200, GPixel:2.72e-03, dT:0.0040, rT:1.0964 +24-08-07 23:55:55.508 : ../models/spf_lut_x4 | Iter: 36700, Sample:1174400, GPixel:2.74e-03, dT:0.0043, rT:1.0958 +24-08-07 23:57:55.591 : ../models/spf_lut_x4 | Iter: 36800, Sample:1177600, GPixel:2.88e-03, dT:0.0073, rT:1.1110 +24-08-07 23:59:53.563 : ../models/spf_lut_x4 | Iter: 36900, Sample:1180800, GPixel:2.73e-03, dT:0.0042, rT:1.0942 +24-08-08 00:01:51.722 : ../models/spf_lut_x4 | Iter: 37000, Sample:1184000, GPixel:2.88e-03, dT:0.0042, rT:1.0949 +24-08-08 00:03:49.784 : ../models/spf_lut_x4 | Iter: 37100, Sample:1187200, GPixel:2.72e-03, dT:0.0043, rT:1.0953 +24-08-08 00:05:50.089 : ../models/spf_lut_x4 | Iter: 37200, Sample:1190400, GPixel:2.72e-03, dT:0.0080, rT:1.1116 +24-08-08 00:07:48.066 : ../models/spf_lut_x4 | Iter: 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00:21:42.668 : Iter 38000 | Dataset Set14 | AVG Val PSNR: 27.817935 +24-08-08 00:23:40.698 : ../models/spf_lut_x4 | Iter: 38100, Sample:1219200, GPixel:2.77e-03, dT:0.0043, rT:1.0932 +24-08-08 00:25:38.677 : ../models/spf_lut_x4 | Iter: 38200, Sample:1222400, GPixel:2.80e-03, dT:0.0040, rT:1.0927 +24-08-08 00:27:36.649 : ../models/spf_lut_x4 | Iter: 38300, Sample:1225600, GPixel:2.76e-03, dT:0.0041, rT:1.0933 +24-08-08 00:29:36.242 : ../models/spf_lut_x4 | Iter: 38400, Sample:1228800, GPixel:2.83e-03, dT:0.0072, rT:1.1057 +24-08-08 00:31:34.158 : ../models/spf_lut_x4 | Iter: 38500, Sample:1232000, GPixel:2.64e-03, dT:0.0040, rT:1.0916 +24-08-08 00:33:32.142 : ../models/spf_lut_x4 | Iter: 38600, Sample:1235200, GPixel:2.81e-03, dT:0.0041, rT:1.0938 +24-08-08 00:35:30.199 : ../models/spf_lut_x4 | Iter: 38700, Sample:1238400, GPixel:2.87e-03, dT:0.0042, rT:1.0949 +24-08-08 00:37:29.720 : ../models/spf_lut_x4 | Iter: 38800, Sample:1241600, GPixel:2.69e-03, dT:0.0080, rT:1.1045 +24-08-08 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GPixel:2.70e-03, dT:0.0039, rT:1.0923 +24-08-08 00:57:11.177 : ../models/spf_lut_x4 | Iter: 39800, Sample:1273600, GPixel:2.73e-03, dT:0.0043, rT:1.0946 +24-08-08 00:59:10.096 : ../models/spf_lut_x4 | Iter: 39900, Sample:1276800, GPixel:2.63e-03, dT:0.0056, rT:1.1009 +24-08-08 01:01:08.986 : ../models/spf_lut_x4 | Iter: 40000, Sample:1280000, GPixel:2.84e-03, dT:0.0058, rT:1.0997 +24-08-08 01:01:09.108 : Checkpoint saved 40000 +24-08-08 01:01:09.956 : Iter 40000 | Dataset Set5 | AVG Val PSNR: 30.929935 +24-08-08 01:01:13.996 : Iter 40000 | Dataset Set14 | AVG Val PSNR: 27.850107 +24-08-08 01:03:12.009 : ../models/spf_lut_x4 | Iter: 40100, Sample:1283200, GPixel:2.63e-03, dT:0.0040, rT:1.0915 +24-08-08 01:05:10.036 : ../models/spf_lut_x4 | Iter: 40200, Sample:1286400, GPixel:2.87e-03, dT:0.0040, rT:1.0922 +24-08-08 01:07:09.696 : ../models/spf_lut_x4 | Iter: 40300, Sample:1289600, GPixel:2.66e-03, dT:0.0067, rT:1.1069 +24-08-08 01:09:08.172 : ../models/spf_lut_x4 | Iter: 40400, Sample:1292800, GPixel:2.86e-03, dT:0.0053, rT:1.0957 +24-08-08 01:11:06.127 : ../models/spf_lut_x4 | Iter: 40500, Sample:1296000, GPixel:2.66e-03, dT:0.0040, rT:1.0936 +24-08-08 01:13:04.183 : ../models/spf_lut_x4 | Iter: 40600, Sample:1299200, GPixel:2.74e-03, dT:0.0041, rT:1.0936 +24-08-08 01:15:03.185 : ../models/spf_lut_x4 | Iter: 40700, Sample:1302400, GPixel:2.79e-03, dT:0.0055, rT:1.1006 +24-08-08 01:17:01.542 : ../models/spf_lut_x4 | Iter: 40800, Sample:1305600, GPixel:2.83e-03, dT:0.0050, rT:1.0960 +24-08-08 01:18:59.511 : ../models/spf_lut_x4 | Iter: 40900, Sample:1308800, GPixel:2.77e-03, dT:0.0041, rT:1.0942 +24-08-08 01:20:57.475 : ../models/spf_lut_x4 | Iter: 41000, Sample:1312000, GPixel:2.74e-03, dT:0.0041, rT:1.0943 +24-08-08 01:22:56.798 : ../models/spf_lut_x4 | Iter: 41100, Sample:1315200, GPixel:2.82e-03, dT:0.0059, rT:1.1046 +24-08-08 01:24:55.463 : ../models/spf_lut_x4 | Iter: 41200, Sample:1318400, GPixel:2.85e-03, dT:0.0054, rT:1.0981 +24-08-08 01:26:53.436 : 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Val PSNR: 30.929440 +24-08-08 01:40:47.745 : Iter 42000 | Dataset Set14 | AVG Val PSNR: 27.835438 +24-08-08 01:42:45.548 : ../models/spf_lut_x4 | Iter: 42100, Sample:1347200, GPixel:2.74e-03, dT:0.0036, rT:1.0914 +24-08-08 01:44:43.366 : ../models/spf_lut_x4 | Iter: 42200, Sample:1350400, GPixel:2.76e-03, dT:0.0036, rT:1.0918 +24-08-08 01:46:42.150 : ../models/spf_lut_x4 | Iter: 42300, Sample:1353600, GPixel:2.70e-03, dT:0.0060, rT:1.0998 +24-08-08 01:48:39.991 : ../models/spf_lut_x4 | Iter: 42400, Sample:1356800, GPixel:2.71e-03, dT:0.0036, rT:1.0945 +24-08-08 01:50:38.121 : ../models/spf_lut_x4 | Iter: 42500, Sample:1360000, GPixel:2.70e-03, dT:0.0044, rT:1.0953 +24-08-08 01:52:36.180 : ../models/spf_lut_x4 | Iter: 42600, Sample:1363200, GPixel:2.80e-03, dT:0.0038, rT:1.0931 +24-08-08 01:54:35.493 : ../models/spf_lut_x4 | Iter: 42700, Sample:1366400, GPixel:2.82e-03, dT:0.0067, rT:1.1040 +24-08-08 01:56:33.475 : ../models/spf_lut_x4 | Iter: 42800, Sample:1369600, GPixel:2.81e-03, dT:0.0044, rT:1.0935 +24-08-08 01:58:31.536 : ../models/spf_lut_x4 | Iter: 42900, Sample:1372800, GPixel:2.80e-03, dT:0.0044, rT:1.0928 +24-08-08 02:00:29.667 : ../models/spf_lut_x4 | Iter: 43000, Sample:1376000, GPixel:2.77e-03, dT:0.0043, rT:1.0952 +24-08-08 02:02:29.339 : ../models/spf_lut_x4 | Iter: 43100, Sample:1379200, GPixel:2.75e-03, dT:0.0068, rT:1.1055 +24-08-08 02:04:27.338 : ../models/spf_lut_x4 | Iter: 43200, Sample:1382400, GPixel:2.66e-03, dT:0.0043, rT:1.0945 +24-08-08 02:06:25.279 : ../models/spf_lut_x4 | Iter: 43300, Sample:1385600, GPixel:2.75e-03, dT:0.0040, rT:1.0928 +24-08-08 02:08:23.262 : ../models/spf_lut_x4 | Iter: 43400, Sample:1388800, GPixel:2.90e-03, dT:0.0039, rT:1.0929 +24-08-08 02:10:22.991 : ../models/spf_lut_x4 | Iter: 43500, Sample:1392000, GPixel:2.69e-03, dT:0.0073, rT:1.1070 +24-08-08 02:12:21.025 : ../models/spf_lut_x4 | Iter: 43600, Sample:1395200, GPixel:2.72e-03, dT:0.0041, rT:1.0931 +24-08-08 02:14:19.209 : ../models/spf_lut_x4 | Iter: 43700, Sample:1398400, GPixel:2.73e-03, dT:0.0047, rT:1.0959 +24-08-08 02:16:17.230 : ../models/spf_lut_x4 | Iter: 43800, Sample:1401600, GPixel:2.73e-03, dT:0.0042, rT:1.0953 +24-08-08 02:18:16.752 : ../models/spf_lut_x4 | Iter: 43900, Sample:1404800, GPixel:2.79e-03, dT:0.0074, rT:1.1061 +24-08-08 02:20:14.923 : ../models/spf_lut_x4 | Iter: 44000, Sample:1408000, GPixel:2.60e-03, dT:0.0046, rT:1.0959 +24-08-08 02:20:15.062 : Checkpoint saved 44000 +24-08-08 02:20:15.942 : Iter 44000 | Dataset Set5 | AVG Val PSNR: 30.921800 +24-08-08 02:20:20.053 : Iter 44000 | Dataset Set14 | AVG Val PSNR: 27.829915 +24-08-08 02:22:18.044 : ../models/spf_lut_x4 | Iter: 44100, Sample:1411200, GPixel:2.76e-03, dT:0.0040, rT:1.0926 +24-08-08 02:24:16.006 : ../models/spf_lut_x4 | Iter: 44200, Sample:1414400, GPixel:2.82e-03, dT:0.0039, rT:1.0926 +24-08-08 02:26:15.545 : ../models/spf_lut_x4 | Iter: 44300, Sample:1417600, GPixel:2.70e-03, dT:0.0067, rT:1.1051 +24-08-08 02:28:13.461 : ../models/spf_lut_x4 | Iter: 44400, Sample:1420800, GPixel:2.82e-03, dT:0.0041, rT:1.0932 +24-08-08 02:30:11.401 : ../models/spf_lut_x4 | Iter: 44500, Sample:1424000, GPixel:2.69e-03, dT:0.0041, rT:1.0936 +24-08-08 02:32:09.366 : ../models/spf_lut_x4 | Iter: 44600, Sample:1427200, GPixel:2.81e-03, dT:0.0040, rT:1.0950 +24-08-08 02:34:09.049 : ../models/spf_lut_x4 | Iter: 44700, Sample:1430400, GPixel:2.83e-03, dT:0.0074, rT:1.1054 +24-08-08 02:36:07.126 : ../models/spf_lut_x4 | Iter: 44800, Sample:1433600, GPixel:2.72e-03, dT:0.0039, rT:1.0943 +24-08-08 02:38:05.074 : ../models/spf_lut_x4 | Iter: 44900, Sample:1436800, GPixel:2.73e-03, dT:0.0039, rT:1.0932 +24-08-08 02:40:02.950 : ../models/spf_lut_x4 | Iter: 45000, Sample:1440000, GPixel:2.75e-03, dT:0.0038, rT:1.0952 +24-08-08 02:42:01.640 : ../models/spf_lut_x4 | Iter: 45100, Sample:1443200, GPixel:2.78e-03, dT:0.0067, rT:1.0978 +24-08-08 02:43:59.532 : ../models/spf_lut_x4 | Iter: 45200, Sample:1446400, GPixel:2.87e-03, dT:0.0037, rT:1.0939 +24-08-08 02:45:57.481 : ../models/spf_lut_x4 | Iter: 45300, Sample:1449600, GPixel:2.77e-03, dT:0.0037, rT:1.0965 +24-08-08 02:47:55.510 : ../models/spf_lut_x4 | Iter: 45400, Sample:1452800, GPixel:2.77e-03, dT:0.0045, rT:1.0942 +24-08-08 02:49:54.896 : ../models/spf_lut_x4 | Iter: 45500, Sample:1456000, GPixel:2.72e-03, dT:0.0073, rT:1.1028 +24-08-08 02:51:52.815 : ../models/spf_lut_x4 | Iter: 45600, Sample:1459200, GPixel:2.73e-03, dT:0.0040, rT:1.0925 +24-08-08 02:53:50.748 : ../models/spf_lut_x4 | Iter: 45700, Sample:1462400, GPixel:2.76e-03, dT:0.0041, rT:1.0933 +24-08-08 02:55:48.672 : ../models/spf_lut_x4 | Iter: 45800, Sample:1465600, GPixel:2.75e-03, dT:0.0040, rT:1.0932 +24-08-08 02:57:48.486 : ../models/spf_lut_x4 | Iter: 45900, Sample:1468800, GPixel:2.79e-03, dT:0.0069, rT:1.1073 +24-08-08 02:59:46.615 : ../models/spf_lut_x4 | Iter: 46000, Sample:1472000, GPixel:2.81e-03, dT:0.0040, rT:1.0963 +24-08-08 02:59:46.734 : Checkpoint saved 46000 +24-08-08 02:59:47.593 : Iter 46000 | Dataset Set5 | AVG Val PSNR: 30.922787 +24-08-08 02:59:51.887 : Iter 46000 | Dataset Set14 | AVG Val PSNR: 27.838329 +24-08-08 03:01:49.919 : ../models/spf_lut_x4 | Iter: 46100, Sample:1475200, GPixel:2.78e-03, dT:0.0040, rT:1.0945 +24-08-08 03:03:48.014 : ../models/spf_lut_x4 | Iter: 46200, Sample:1478400, GPixel:2.68e-03, dT:0.0041, rT:1.0950 +24-08-08 03:05:47.951 : ../models/spf_lut_x4 | Iter: 46300, Sample:1481600, GPixel:2.82e-03, dT:0.0077, rT:1.1087 +24-08-08 03:07:45.855 : ../models/spf_lut_x4 | Iter: 46400, Sample:1484800, GPixel:2.71e-03, dT:0.0039, rT:1.0927 +24-08-08 03:09:43.754 : ../models/spf_lut_x4 | Iter: 46500, Sample:1488000, GPixel:2.74e-03, dT:0.0038, rT:1.0922 +24-08-08 03:11:41.707 : ../models/spf_lut_x4 | Iter: 46600, Sample:1491200, GPixel:2.71e-03, dT:0.0041, rT:1.0931 +24-08-08 03:13:41.699 : ../models/spf_lut_x4 | Iter: 46700, Sample:1494400, GPixel:2.74e-03, dT:0.0083, rT:1.1077 +24-08-08 03:15:39.647 : ../models/spf_lut_x4 | Iter: 46800, Sample:1497600, GPixel:2.69e-03, dT:0.0039, rT:1.0935 +24-08-08 03:17:37.649 : ../models/spf_lut_x4 | Iter: 46900, Sample:1500800, GPixel:2.81e-03, dT:0.0038, rT:1.0932 +24-08-08 03:19:35.717 : ../models/spf_lut_x4 | Iter: 47000, Sample:1504000, GPixel:2.65e-03, dT:0.0039, rT:1.0941 +24-08-08 03:21:35.353 : ../models/spf_lut_x4 | Iter: 47100, Sample:1507200, GPixel:2.69e-03, dT:0.0083, rT:1.1059 +24-08-08 03:23:33.319 : ../models/spf_lut_x4 | Iter: 47200, Sample:1510400, GPixel:2.63e-03, dT:0.0040, rT:1.0948 +24-08-08 03:25:31.202 : ../models/spf_lut_x4 | Iter: 47300, Sample:1513600, GPixel:2.71e-03, dT:0.0039, rT:1.0926 +24-08-08 03:27:29.117 : ../models/spf_lut_x4 | Iter: 47400, Sample:1516800, GPixel:2.69e-03, dT:0.0040, rT:1.0930 +24-08-08 03:29:29.156 : ../models/spf_lut_x4 | Iter: 47500, Sample:1520000, GPixel:2.75e-03, dT:0.0081, rT:1.1079 +24-08-08 03:31:27.141 : ../models/spf_lut_x4 | Iter: 47600, Sample:1523200, GPixel:2.68e-03, dT:0.0040, rT:1.0937 +24-08-08 03:33:25.129 : ../models/spf_lut_x4 | Iter: 47700, Sample:1526400, GPixel:2.78e-03, dT:0.0043, rT:1.0932 +24-08-08 03:35:22.961 : ../models/spf_lut_x4 | Iter: 47800, Sample:1529600, GPixel:2.65e-03, dT:0.0036, rT:1.0905 +24-08-08 03:37:21.647 : ../models/spf_lut_x4 | Iter: 47900, Sample:1532800, GPixel:2.74e-03, dT:0.0060, rT:1.0988 +24-08-08 03:39:19.433 : ../models/spf_lut_x4 | Iter: 48000, Sample:1536000, GPixel:2.71e-03, dT:0.0036, rT:1.0937 +24-08-08 03:39:19.550 : Checkpoint saved 48000 +24-08-08 03:39:20.375 : Iter 48000 | Dataset Set5 | AVG Val PSNR: 30.966897 +24-08-08 03:39:24.420 : Iter 48000 | Dataset Set14 | AVG Val PSNR: 27.855688 +24-08-08 03:41:22.349 : ../models/spf_lut_x4 | Iter: 48100, Sample:1539200, GPixel:2.74e-03, dT:0.0037, rT:1.0956 +24-08-08 03:43:20.273 : ../models/spf_lut_x4 | Iter: 48200, Sample:1542400, GPixel:2.75e-03, dT:0.0038, rT:1.0946 +24-08-08 03:45:21.204 : ../models/spf_lut_x4 | Iter: 48300, Sample:1545600, GPixel:2.78e-03, dT:0.0085, rT:1.1171 +24-08-08 03:47:19.224 : ../models/spf_lut_x4 | Iter: 48400, Sample:1548800, GPixel:2.84e-03, dT:0.0041, rT:1.0941 +24-08-08 03:49:17.160 : ../models/spf_lut_x4 | Iter: 48500, Sample:1552000, GPixel:2.81e-03, dT:0.0039, rT:1.0919 +24-08-08 03:51:15.024 : ../models/spf_lut_x4 | Iter: 48600, Sample:1555200, GPixel:2.66e-03, dT:0.0039, rT:1.0910 +24-08-08 03:53:14.850 : ../models/spf_lut_x4 | Iter: 48700, Sample:1558400, GPixel:2.76e-03, dT:0.0078, rT:1.1077 +24-08-08 03:55:12.833 : ../models/spf_lut_x4 | Iter: 48800, Sample:1561600, GPixel:2.58e-03, dT:0.0041, rT:1.0940 +24-08-08 03:57:10.886 : ../models/spf_lut_x4 | Iter: 48900, Sample:1564800, GPixel:2.87e-03, dT:0.0039, rT:1.0942 +24-08-08 03:59:08.926 : ../models/spf_lut_x4 | Iter: 49000, Sample:1568000, GPixel:2.81e-03, dT:0.0044, rT:1.0950 +24-08-08 04:01:08.683 : ../models/spf_lut_x4 | Iter: 49100, Sample:1571200, GPixel:2.74e-03, dT:0.0074, rT:1.1074 +24-08-08 04:03:06.607 : ../models/spf_lut_x4 | Iter: 49200, Sample:1574400, GPixel:2.62e-03, dT:0.0040, rT:1.0937 +24-08-08 04:05:04.794 : ../models/spf_lut_x4 | Iter: 49300, Sample:1577600, GPixel:2.64e-03, dT:0.0040, rT:1.0958 +24-08-08 04:07:02.868 : ../models/spf_lut_x4 | Iter: 49400, Sample:1580800, GPixel:2.72e-03, dT:0.0041, rT:1.0949 +24-08-08 04:09:02.621 : ../models/spf_lut_x4 | Iter: 49500, Sample:1584000, GPixel:2.72e-03, dT:0.0072, rT:1.1079 +24-08-08 04:11:00.516 : ../models/spf_lut_x4 | Iter: 49600, Sample:1587200, GPixel:2.70e-03, dT:0.0039, rT:1.0927 +24-08-08 04:12:58.411 : ../models/spf_lut_x4 | Iter: 49700, Sample:1590400, GPixel:2.77e-03, dT:0.0039, rT:1.0909 +24-08-08 04:14:56.397 : ../models/spf_lut_x4 | Iter: 49800, Sample:1593600, GPixel:2.68e-03, dT:0.0039, rT:1.0927 +24-08-08 04:16:56.200 : ../models/spf_lut_x4 | Iter: 49900, Sample:1596800, GPixel:2.81e-03, dT:0.0073, rT:1.1076 +24-08-08 04:18:54.094 : ../models/spf_lut_x4 | Iter: 50000, Sample:1600000, GPixel:2.64e-03, dT:0.0038, rT:1.0919 +24-08-08 04:18:54.252 : Checkpoint saved 50000 +24-08-08 04:18:55.170 : Iter 50000 | Dataset Set5 | AVG Val PSNR: 30.970633 +24-08-08 04:18:59.253 : Iter 50000 | Dataset Set14 | AVG Val PSNR: 27.879832 +24-08-08 04:20:57.158 : ../models/spf_lut_x4 | Iter: 50100, Sample:1603200, GPixel:2.75e-03, dT:0.0044, rT:1.0931 +24-08-08 04:22:55.071 : ../models/spf_lut_x4 | Iter: 50200, Sample:1606400, GPixel:2.79e-03, dT:0.0041, rT:1.0935 +24-08-08 04:24:54.762 : ../models/spf_lut_x4 | Iter: 50300, Sample:1609600, GPixel:2.71e-03, dT:0.0065, rT:1.1069 +24-08-08 04:26:52.796 : ../models/spf_lut_x4 | Iter: 50400, Sample:1612800, GPixel:2.73e-03, dT:0.0040, rT:1.0948 +24-08-08 04:28:50.694 : ../models/spf_lut_x4 | Iter: 50500, Sample:1616000, GPixel:2.86e-03, dT:0.0037, rT:1.0909 +24-08-08 04:30:48.674 : ../models/spf_lut_x4 | Iter: 50600, Sample:1619200, GPixel:2.79e-03, dT:0.0039, rT:1.0931 +24-08-08 04:32:48.480 : ../models/spf_lut_x4 | Iter: 50700, Sample:1622400, GPixel:2.79e-03, dT:0.0072, rT:1.1077 +24-08-08 04:34:46.347 : ../models/spf_lut_x4 | Iter: 50800, Sample:1625600, GPixel:2.61e-03, dT:0.0038, rT:1.0951 +24-08-08 04:36:44.154 : ../models/spf_lut_x4 | Iter: 50900, Sample:1628800, GPixel:2.89e-03, dT:0.0036, rT:1.0947 +24-08-08 04:38:41.926 : ../models/spf_lut_x4 | Iter: 51000, Sample:1632000, GPixel:2.77e-03, dT:0.0036, rT:1.0949 +24-08-08 04:40:40.611 : ../models/spf_lut_x4 | Iter: 51100, Sample:1635200, GPixel:2.69e-03, dT:0.0055, rT:1.0988 +24-08-08 04:42:38.643 : ../models/spf_lut_x4 | Iter: 51200, Sample:1638400, GPixel:2.82e-03, dT:0.0042, rT:1.0931 +24-08-08 04:44:36.559 : ../models/spf_lut_x4 | Iter: 51300, Sample:1641600, GPixel:2.77e-03, dT:0.0040, rT:1.0931 +24-08-08 04:46:35.014 : ../models/spf_lut_x4 | Iter: 51400, Sample:1644800, GPixel:2.73e-03, dT:0.0049, rT:1.0959 +24-08-08 04:48:34.596 : ../models/spf_lut_x4 | Iter: 51500, Sample:1648000, GPixel:2.78e-03, dT:0.0066, rT:1.1072 +24-08-08 04:50:32.523 : ../models/spf_lut_x4 | Iter: 51600, Sample:1651200, GPixel:2.71e-03, dT:0.0040, rT:1.0929 +24-08-08 04:52:30.461 : ../models/spf_lut_x4 | Iter: 51700, Sample:1654400, GPixel:2.65e-03, dT:0.0041, rT:1.0936 +24-08-08 04:54:28.688 : ../models/spf_lut_x4 | Iter: 51800, Sample:1657600, GPixel:2.80e-03, dT:0.0043, rT:1.0933 +24-08-08 04:56:27.817 : ../models/spf_lut_x4 | Iter: 51900, Sample:1660800, GPixel:2.70e-03, dT:0.0060, rT:1.1019 +24-08-08 04:58:25.708 : ../models/spf_lut_x4 | Iter: 52000, Sample:1664000, GPixel:2.64e-03, dT:0.0037, rT:1.0906 +24-08-08 04:58:25.836 : Checkpoint saved 52000 +24-08-08 04:58:26.673 : Iter 52000 | Dataset Set5 | AVG Val PSNR: 30.926118 +24-08-08 04:58:30.705 : Iter 52000 | Dataset Set14 | AVG Val PSNR: 27.814072 +24-08-08 05:00:28.596 : ../models/spf_lut_x4 | Iter: 52100, Sample:1667200, GPixel:2.79e-03, dT:0.0040, rT:1.0923 +24-08-08 05:02:27.469 : ../models/spf_lut_x4 | Iter: 52200, Sample:1670400, GPixel:2.66e-03, dT:0.0056, rT:1.0980 +24-08-08 05:04:26.289 : ../models/spf_lut_x4 | Iter: 52300, Sample:1673600, GPixel:2.61e-03, dT:0.0059, rT:1.1000 +24-08-08 05:06:24.269 : ../models/spf_lut_x4 | Iter: 52400, Sample:1676800, GPixel:2.74e-03, dT:0.0039, rT:1.0919 +24-08-08 05:08:22.291 : ../models/spf_lut_x4 | Iter: 52500, Sample:1680000, GPixel:2.74e-03, dT:0.0039, rT:1.0928 +24-08-08 05:10:22.089 : ../models/spf_lut_x4 | Iter: 52600, Sample:1683200, GPixel:2.76e-03, dT:0.0060, rT:1.1084 +24-08-08 05:12:20.907 : ../models/spf_lut_x4 | Iter: 52700, Sample:1686400, GPixel:2.82e-03, dT:0.0058, rT:1.0999 +24-08-08 05:14:18.814 : ../models/spf_lut_x4 | Iter: 52800, Sample:1689600, GPixel:2.71e-03, dT:0.0042, rT:1.0911 +24-08-08 05:16:16.682 : ../models/spf_lut_x4 | Iter: 52900, Sample:1692800, GPixel:2.72e-03, dT:0.0038, rT:1.0912 +24-08-08 05:18:15.427 : ../models/spf_lut_x4 | Iter: 53000, Sample:1696000, GPixel:2.64e-03, dT:0.0063, rT:1.0984 +24-08-08 05:20:13.918 : ../models/spf_lut_x4 | Iter: 53100, Sample:1699200, GPixel:2.54e-03, dT:0.0055, rT:1.0965 +24-08-08 05:22:11.924 : ../models/spf_lut_x4 | Iter: 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05:37:58.412 : Checkpoint saved 54000 +24-08-08 05:37:59.625 : Iter 54000 | Dataset Set5 | AVG Val PSNR: 30.920833 +24-08-08 05:38:04.627 : Iter 54000 | Dataset Set14 | AVG Val PSNR: 27.846527 +24-08-08 05:40:02.576 : ../models/spf_lut_x4 | Iter: 54100, Sample:1731200, GPixel:2.71e-03, dT:0.0042, rT:1.0946 +24-08-08 05:42:02.398 : ../models/spf_lut_x4 | Iter: 54200, Sample:1734400, GPixel:2.68e-03, dT:0.0071, rT:1.1095 +24-08-08 05:44:00.429 : ../models/spf_lut_x4 | Iter: 54300, Sample:1737600, GPixel:2.76e-03, dT:0.0043, rT:1.0946 +24-08-08 05:45:58.317 : ../models/spf_lut_x4 | Iter: 54400, Sample:1740800, GPixel:2.75e-03, dT:0.0041, rT:1.0901 +24-08-08 05:47:56.207 : ../models/spf_lut_x4 | Iter: 54500, Sample:1744000, GPixel:2.68e-03, dT:0.0040, rT:1.0921 +24-08-08 05:49:56.064 : ../models/spf_lut_x4 | Iter: 54600, Sample:1747200, GPixel:2.60e-03, dT:0.0064, rT:1.1091 +24-08-08 05:51:54.009 : ../models/spf_lut_x4 | Iter: 54700, Sample:1750400, GPixel:2.70e-03, dT:0.0044, rT:1.0939 +24-08-08 05:53:51.938 : ../models/spf_lut_x4 | Iter: 54800, Sample:1753600, GPixel:2.67e-03, dT:0.0040, rT:1.0922 +24-08-08 05:55:50.045 : ../models/spf_lut_x4 | Iter: 54900, Sample:1756800, GPixel:2.63e-03, dT:0.0039, rT:1.0945 +24-08-08 05:57:50.260 : ../models/spf_lut_x4 | Iter: 55000, Sample:1760000, GPixel:2.73e-03, dT:0.0087, rT:1.1106 +24-08-08 05:59:48.302 : ../models/spf_lut_x4 | Iter: 55100, Sample:1763200, GPixel:2.79e-03, dT:0.0042, rT:1.0933 +24-08-08 06:01:46.282 : ../models/spf_lut_x4 | Iter: 55200, Sample:1766400, GPixel:2.65e-03, dT:0.0041, rT:1.0937 +24-08-08 06:03:44.160 : ../models/spf_lut_x4 | Iter: 55300, Sample:1769600, GPixel:2.69e-03, dT:0.0039, rT:1.0913 +24-08-08 06:05:44.415 : ../models/spf_lut_x4 | Iter: 55400, Sample:1772800, GPixel:2.61e-03, dT:0.0084, rT:1.1108 +24-08-08 06:07:42.474 : ../models/spf_lut_x4 | Iter: 55500, Sample:1776000, GPixel:2.82e-03, dT:0.0042, rT:1.0942 +24-08-08 06:09:40.447 : ../models/spf_lut_x4 | Iter: 55600, Sample:1779200, 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Sample:1801600, GPixel:2.67e-03, dT:0.0041, rT:1.0931 +24-08-08 06:25:33.569 : ../models/spf_lut_x4 | Iter: 56400, Sample:1804800, GPixel:2.77e-03, dT:0.0040, rT:1.0941 +24-08-08 06:27:31.547 : ../models/spf_lut_x4 | Iter: 56500, Sample:1808000, GPixel:2.75e-03, dT:0.0037, rT:1.0964 +24-08-08 06:29:30.559 : ../models/spf_lut_x4 | Iter: 56600, Sample:1811200, GPixel:2.61e-03, dT:0.0051, rT:1.1031 +24-08-08 06:31:28.329 : ../models/spf_lut_x4 | Iter: 56700, Sample:1814400, GPixel:2.84e-03, dT:0.0036, rT:1.0946 +24-08-08 06:33:26.180 : ../models/spf_lut_x4 | Iter: 56800, Sample:1817600, GPixel:2.72e-03, dT:0.0040, rT:1.0940 +24-08-08 06:35:24.114 : ../models/spf_lut_x4 | Iter: 56900, Sample:1820800, GPixel:2.74e-03, dT:0.0040, rT:1.0954 +24-08-08 06:37:24.376 : ../models/spf_lut_x4 | Iter: 57000, Sample:1824000, GPixel:2.74e-03, dT:0.0081, rT:1.1083 +24-08-08 06:39:22.471 : ../models/spf_lut_x4 | Iter: 57100, Sample:1827200, GPixel:2.74e-03, dT:0.0040, rT:1.0946 +24-08-08 06:41:20.440 : 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rT:1.0933 +24-08-08 06:57:07.815 : Checkpoint saved 58000 +24-08-08 06:57:08.670 : Iter 58000 | Dataset Set5 | AVG Val PSNR: 30.976095 +24-08-08 06:57:12.745 : Iter 58000 | Dataset Set14 | AVG Val PSNR: 27.876541 +24-08-08 06:59:10.633 : ../models/spf_lut_x4 | Iter: 58100, Sample:1859200, GPixel:2.74e-03, dT:0.0040, rT:1.0917 +24-08-08 07:01:11.258 : ../models/spf_lut_x4 | Iter: 58200, Sample:1862400, GPixel:2.74e-03, dT:0.0073, rT:1.1161 +24-08-08 07:03:09.221 : ../models/spf_lut_x4 | Iter: 58300, Sample:1865600, GPixel:2.84e-03, dT:0.0041, rT:1.0938 +24-08-08 07:05:07.228 : ../models/spf_lut_x4 | Iter: 58400, Sample:1868800, GPixel:2.80e-03, dT:0.0040, rT:1.0944 +24-08-08 07:07:05.297 : ../models/spf_lut_x4 | Iter: 58500, Sample:1872000, GPixel:2.72e-03, dT:0.0042, rT:1.0949 +24-08-08 07:09:05.798 : ../models/spf_lut_x4 | Iter: 58600, Sample:1875200, GPixel:2.78e-03, dT:0.0084, rT:1.1126 +24-08-08 07:11:03.730 : ../models/spf_lut_x4 | Iter: 58700, Sample:1878400, GPixel:2.85e-03, 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| Iter: 60300, Sample:1929600, GPixel:2.67e-03, dT:0.0041, rT:1.0930 +24-08-08 07:44:40.417 : ../models/spf_lut_x4 | Iter: 60400, Sample:1932800, GPixel:2.70e-03, dT:0.0040, rT:1.0918 +24-08-08 07:46:39.361 : ../models/spf_lut_x4 | Iter: 60500, Sample:1936000, GPixel:2.73e-03, dT:0.0064, rT:1.1008 +24-08-08 07:48:38.390 : ../models/spf_lut_x4 | Iter: 60600, Sample:1939200, GPixel:2.75e-03, dT:0.0063, rT:1.1005 +24-08-08 07:50:36.254 : ../models/spf_lut_x4 | Iter: 60700, Sample:1942400, GPixel:2.66e-03, dT:0.0039, rT:1.0915 +24-08-08 07:52:34.234 : ../models/spf_lut_x4 | Iter: 60800, Sample:1945600, GPixel:2.88e-03, dT:0.0039, rT:1.0922 +24-08-08 07:54:33.075 : ../models/spf_lut_x4 | Iter: 60900, Sample:1948800, GPixel:2.72e-03, dT:0.0060, rT:1.1002 +24-08-08 07:56:31.966 : ../models/spf_lut_x4 | Iter: 61000, Sample:1952000, GPixel:2.67e-03, dT:0.0064, rT:1.0978 +24-08-08 07:58:29.912 : ../models/spf_lut_x4 | Iter: 61100, Sample:1955200, GPixel:2.84e-03, dT:0.0042, rT:1.0932 +24-08-08 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GPixel:2.72e-03, dT:0.0039, rT:1.0913 +24-08-08 08:16:15.572 : Checkpoint saved 62000 +24-08-08 08:16:16.448 : Iter 62000 | Dataset Set5 | AVG Val PSNR: 31.009409 +24-08-08 08:16:20.603 : Iter 62000 | Dataset Set14 | AVG Val PSNR: 27.867897 +24-08-08 08:18:20.396 : ../models/spf_lut_x4 | Iter: 62100, Sample:1987200, GPixel:2.72e-03, dT:0.0063, rT:1.1077 +24-08-08 08:20:18.979 : ../models/spf_lut_x4 | Iter: 62200, Sample:1990400, GPixel:2.75e-03, dT:0.0056, rT:1.0967 +24-08-08 08:22:16.816 : ../models/spf_lut_x4 | Iter: 62300, Sample:1993600, GPixel:2.76e-03, dT:0.0036, rT:1.0949 +24-08-08 08:24:14.606 : ../models/spf_lut_x4 | Iter: 62400, Sample:1996800, GPixel:2.75e-03, dT:0.0037, rT:1.0936 +24-08-08 08:26:13.259 : ../models/spf_lut_x4 | Iter: 62500, Sample:2000000, GPixel:2.67e-03, dT:0.0052, rT:1.0992 +24-08-08 08:28:11.120 : ../models/spf_lut_x4 | Iter: 62600, Sample:2003200, GPixel:2.71e-03, dT:0.0038, rT:1.0941 +24-08-08 08:30:09.293 : ../models/spf_lut_x4 | Iter: 62700, Sample:2006400, GPixel:2.62e-03, dT:0.0041, rT:1.0975 +24-08-08 08:32:07.235 : ../models/spf_lut_x4 | Iter: 62800, Sample:2009600, GPixel:2.54e-03, dT:0.0041, rT:1.0945 +24-08-08 08:34:07.103 : ../models/spf_lut_x4 | Iter: 62900, Sample:2012800, GPixel:2.84e-03, dT:0.0072, rT:1.1072 +24-08-08 08:36:05.103 : ../models/spf_lut_x4 | Iter: 63000, Sample:2016000, GPixel:2.70e-03, dT:0.0047, rT:1.0942 +24-08-08 08:38:03.082 : ../models/spf_lut_x4 | Iter: 63100, Sample:2019200, GPixel:2.67e-03, dT:0.0042, rT:1.0933 +24-08-08 08:40:00.984 : ../models/spf_lut_x4 | Iter: 63200, Sample:2022400, GPixel:2.67e-03, dT:0.0039, rT:1.0916 +24-08-08 08:42:00.880 : ../models/spf_lut_x4 | Iter: 63300, Sample:2025600, GPixel:2.72e-03, dT:0.0070, rT:1.1079 +24-08-08 08:43:58.984 : ../models/spf_lut_x4 | Iter: 63400, Sample:2028800, GPixel:2.69e-03, dT:0.0044, rT:1.0946 +24-08-08 08:45:56.979 : ../models/spf_lut_x4 | Iter: 63500, Sample:2032000, GPixel:2.74e-03, dT:0.0041, rT:1.0928 +24-08-08 08:47:54.929 : ../models/spf_lut_x4 | Iter: 63600, Sample:2035200, GPixel:2.70e-03, dT:0.0041, rT:1.0936 +24-08-08 08:49:54.906 : ../models/spf_lut_x4 | Iter: 63700, Sample:2038400, GPixel:2.79e-03, dT:0.0083, rT:1.1092 +24-08-08 08:51:52.957 : ../models/spf_lut_x4 | Iter: 63800, Sample:2041600, GPixel:2.82e-03, dT:0.0041, rT:1.0925 +24-08-08 08:53:50.953 : ../models/spf_lut_x4 | Iter: 63900, Sample:2044800, GPixel:2.75e-03, dT:0.0040, rT:1.0939 +24-08-08 08:55:49.025 : ../models/spf_lut_x4 | Iter: 64000, Sample:2048000, GPixel:2.64e-03, dT:0.0041, rT:1.0940 +24-08-08 08:55:49.153 : Checkpoint saved 64000 +24-08-08 08:55:50.029 : Iter 64000 | Dataset Set5 | AVG Val PSNR: 30.987385 +24-08-08 08:55:54.113 : Iter 64000 | Dataset Set14 | AVG Val PSNR: 27.887949 +24-08-08 08:57:53.745 : ../models/spf_lut_x4 | Iter: 64100, Sample:2051200, GPixel:2.76e-03, dT:0.0071, rT:1.1051 +24-08-08 08:59:51.654 : ../models/spf_lut_x4 | Iter: 64200, Sample:2054400, GPixel:2.71e-03, dT:0.0040, rT:1.0920 +24-08-08 09:01:49.585 : ../models/spf_lut_x4 | Iter: 64300, Sample:2057600, GPixel:2.67e-03, dT:0.0040, rT:1.0923 +24-08-08 09:03:47.588 : ../models/spf_lut_x4 | Iter: 64400, Sample:2060800, GPixel:2.72e-03, dT:0.0045, rT:1.0940 +24-08-08 09:05:47.374 : ../models/spf_lut_x4 | Iter: 64500, Sample:2064000, GPixel:2.67e-03, dT:0.0077, rT:1.1061 +24-08-08 09:07:45.362 : ../models/spf_lut_x4 | Iter: 64600, Sample:2067200, GPixel:2.67e-03, dT:0.0041, rT:1.0937 +24-08-08 09:09:43.368 : ../models/spf_lut_x4 | Iter: 64700, Sample:2070400, GPixel:2.70e-03, dT:0.0039, rT:1.0927 +24-08-08 09:11:41.388 : ../models/spf_lut_x4 | Iter: 64800, Sample:2073600, GPixel:2.81e-03, dT:0.0041, rT:1.0944 +24-08-08 09:13:41.423 : ../models/spf_lut_x4 | Iter: 64900, Sample:2076800, GPixel:2.84e-03, dT:0.0079, rT:1.1096 +24-08-08 09:15:39.513 : ../models/spf_lut_x4 | Iter: 65000, Sample:2080000, GPixel:2.73e-03, dT:0.0042, rT:1.0952 +24-08-08 09:17:37.448 : ../models/spf_lut_x4 | Iter: 65100, Sample:2083200, 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../models/spf_lut_x4 | Iter: 66000, Sample:2112000, GPixel:2.67e-03, dT:0.0041, rT:1.0936 +24-08-08 09:35:22.092 : Checkpoint saved 66000 +24-08-08 09:35:23.064 : Iter 66000 | Dataset Set5 | AVG Val PSNR: 30.985292 +24-08-08 09:35:27.269 : Iter 66000 | Dataset Set14 | AVG Val PSNR: 27.879950 +24-08-08 09:37:27.401 : ../models/spf_lut_x4 | Iter: 66100, Sample:2115200, GPixel:2.66e-03, dT:0.0079, rT:1.1103 +24-08-08 09:39:25.344 : ../models/spf_lut_x4 | Iter: 66200, Sample:2118400, GPixel:2.82e-03, dT:0.0042, rT:1.0922 +24-08-08 09:41:23.264 : ../models/spf_lut_x4 | Iter: 66300, Sample:2121600, GPixel:2.70e-03, dT:0.0040, rT:1.0923 +24-08-08 09:43:21.111 : ../models/spf_lut_x4 | Iter: 66400, Sample:2124800, GPixel:2.67e-03, dT:0.0037, rT:1.0901 +24-08-08 09:45:21.242 : ../models/spf_lut_x4 | Iter: 66500, Sample:2128000, GPixel:2.73e-03, dT:0.0084, rT:1.1103 +24-08-08 09:47:19.116 : ../models/spf_lut_x4 | Iter: 66600, Sample:2131200, GPixel:2.67e-03, dT:0.0039, rT:1.0918 +24-08-08 09:49:17.100 : ../models/spf_lut_x4 | Iter: 66700, Sample:2134400, GPixel:2.76e-03, dT:0.0042, rT:1.0938 +24-08-08 09:51:15.104 : ../models/spf_lut_x4 | Iter: 66800, Sample:2137600, GPixel:2.76e-03, dT:0.0039, rT:1.0936 +24-08-08 09:53:15.158 : ../models/spf_lut_x4 | Iter: 66900, Sample:2140800, GPixel:2.80e-03, dT:0.0083, rT:1.1097 +24-08-08 09:55:13.116 : ../models/spf_lut_x4 | Iter: 67000, Sample:2144000, GPixel:2.80e-03, dT:0.0041, rT:1.0937 +24-08-08 09:57:11.050 : ../models/spf_lut_x4 | Iter: 67100, Sample:2147200, GPixel:2.74e-03, dT:0.0041, rT:1.0934 +24-08-08 09:59:09.077 : ../models/spf_lut_x4 | Iter: 67200, Sample:2150400, GPixel:2.83e-03, dT:0.0039, rT:1.0929 +24-08-08 10:01:09.482 : ../models/spf_lut_x4 | Iter: 67300, Sample:2153600, GPixel:2.68e-03, dT:0.0080, rT:1.1130 +24-08-08 10:03:07.392 : ../models/spf_lut_x4 | Iter: 67400, Sample:2156800, GPixel:2.67e-03, dT:0.0040, rT:1.0929 +24-08-08 10:05:05.275 : ../models/spf_lut_x4 | Iter: 67500, Sample:2160000, GPixel:2.60e-03, dT:0.0039, rT:1.0920 +24-08-08 10:07:03.209 : ../models/spf_lut_x4 | Iter: 67600, Sample:2163200, GPixel:2.64e-03, dT:0.0038, rT:1.0920 +24-08-08 10:09:03.244 : ../models/spf_lut_x4 | Iter: 67700, Sample:2166400, GPixel:2.75e-03, dT:0.0077, rT:1.1096 +24-08-08 10:11:01.235 : ../models/spf_lut_x4 | Iter: 67800, Sample:2169600, GPixel:2.72e-03, dT:0.0042, rT:1.0947 +24-08-08 10:12:59.183 : ../models/spf_lut_x4 | Iter: 67900, Sample:2172800, GPixel:2.72e-03, dT:0.0042, rT:1.0924 +24-08-08 10:14:57.158 : ../models/spf_lut_x4 | Iter: 68000, Sample:2176000, GPixel:2.70e-03, dT:0.0042, rT:1.0936 +24-08-08 10:14:57.296 : Checkpoint saved 68000 +24-08-08 10:14:58.262 : Iter 68000 | Dataset Set5 | AVG Val PSNR: 30.947128 +24-08-08 10:15:02.312 : Iter 68000 | Dataset Set14 | AVG Val PSNR: 27.849005 +24-08-08 10:17:01.579 : ../models/spf_lut_x4 | Iter: 68100, Sample:2179200, GPixel:2.76e-03, dT:0.0060, rT:1.1048 +24-08-08 10:18:59.535 : ../models/spf_lut_x4 | Iter: 68200, Sample:2182400, GPixel:2.68e-03, dT:0.0038, rT:1.0960 +24-08-08 10:20:57.574 : ../models/spf_lut_x4 | Iter: 68300, Sample:2185600, GPixel:2.78e-03, dT:0.0036, rT:1.0970 +24-08-08 10:22:55.424 : ../models/spf_lut_x4 | Iter: 68400, Sample:2188800, GPixel:2.71e-03, dT:0.0040, rT:1.0947 +24-08-08 10:24:54.187 : ../models/spf_lut_x4 | Iter: 68500, Sample:2192000, GPixel:2.72e-03, dT:0.0064, rT:1.0984 +24-08-08 10:26:52.095 : ../models/spf_lut_x4 | Iter: 68600, Sample:2195200, GPixel:2.67e-03, dT:0.0042, rT:1.0923 +24-08-08 10:28:50.008 : ../models/spf_lut_x4 | Iter: 68700, Sample:2198400, GPixel:2.87e-03, dT:0.0042, rT:1.0928 +24-08-08 10:30:48.617 : ../models/spf_lut_x4 | Iter: 68800, Sample:2201600, GPixel:2.74e-03, dT:0.0051, rT:1.0986 +24-08-08 10:32:48.283 : ../models/spf_lut_x4 | Iter: 68900, Sample:2204800, GPixel:2.79e-03, dT:0.0078, rT:1.1062 +24-08-08 10:34:46.299 : ../models/spf_lut_x4 | Iter: 69000, Sample:2208000, GPixel:2.80e-03, dT:0.0043, rT:1.0949 +24-08-08 10:36:44.296 : 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rT:1.0920 +24-08-08 10:54:30.821 : ../models/spf_lut_x4 | Iter: 70000, Sample:2240000, GPixel:2.77e-03, dT:0.0055, rT:1.1005 +24-08-08 10:54:31.054 : Checkpoint saved 70000 +24-08-08 10:54:32.899 : Iter 70000 | Dataset Set5 | AVG Val PSNR: 31.002320 +24-08-08 10:54:39.400 : Iter 70000 | Dataset Set14 | AVG Val PSNR: 27.895326 +24-08-08 10:56:37.956 : ../models/spf_lut_x4 | Iter: 70100, Sample:2243200, GPixel:2.71e-03, dT:0.0055, rT:1.0983 +24-08-08 10:58:35.933 : ../models/spf_lut_x4 | Iter: 70200, Sample:2246400, GPixel:2.82e-03, dT:0.0046, rT:1.0930 +24-08-08 11:00:33.884 : ../models/spf_lut_x4 | Iter: 70300, Sample:2249600, GPixel:2.64e-03, dT:0.0041, rT:1.0938 +24-08-08 11:02:33.070 : ../models/spf_lut_x4 | Iter: 70400, Sample:2252800, GPixel:2.71e-03, dT:0.0064, rT:1.1032 +24-08-08 11:04:31.878 : ../models/spf_lut_x4 | Iter: 70500, Sample:2256000, GPixel:2.62e-03, dT:0.0058, rT:1.0996 +24-08-08 11:06:30.067 : ../models/spf_lut_x4 | Iter: 70600, Sample:2259200, GPixel:2.65e-03, dT:0.0041, rT:1.0962 +24-08-08 11:08:28.078 : ../models/spf_lut_x4 | Iter: 70700, Sample:2262400, GPixel:2.70e-03, dT:0.0040, rT:1.0942 +24-08-08 11:10:27.035 : ../models/spf_lut_x4 | Iter: 70800, Sample:2265600, GPixel:2.79e-03, dT:0.0065, rT:1.0999 +24-08-08 11:12:25.520 : ../models/spf_lut_x4 | Iter: 70900, Sample:2268800, GPixel:2.78e-03, dT:0.0060, rT:1.0951 +24-08-08 11:14:23.398 : ../models/spf_lut_x4 | Iter: 71000, Sample:2272000, GPixel:2.64e-03, dT:0.0038, rT:1.0928 +24-08-08 11:16:21.238 : ../models/spf_lut_x4 | Iter: 71100, Sample:2275200, GPixel:2.83e-03, dT:0.0038, rT:1.0923 +24-08-08 11:18:19.857 : ../models/spf_lut_x4 | Iter: 71200, Sample:2278400, GPixel:2.76e-03, dT:0.0058, rT:1.0992 +24-08-08 11:20:17.675 : ../models/spf_lut_x4 | Iter: 71300, Sample:2281600, GPixel:2.64e-03, dT:0.0037, rT:1.0945 +24-08-08 11:22:15.619 : ../models/spf_lut_x4 | Iter: 71400, Sample:2284800, GPixel:2.75e-03, dT:0.0041, rT:1.0951 +24-08-08 11:24:13.644 : ../models/spf_lut_x4 | Iter: 71500, Sample:2288000, GPixel:2.54e-03, dT:0.0042, rT:1.0935 +24-08-08 11:26:13.602 : ../models/spf_lut_x4 | Iter: 71600, Sample:2291200, GPixel:2.71e-03, dT:0.0070, rT:1.1098 +24-08-08 11:28:11.703 : ../models/spf_lut_x4 | Iter: 71700, Sample:2294400, GPixel:2.60e-03, dT:0.0045, rT:1.0935 +24-08-08 11:30:09.563 : ../models/spf_lut_x4 | Iter: 71800, Sample:2297600, GPixel:2.73e-03, dT:0.0038, rT:1.0908 +24-08-08 11:32:07.477 : ../models/spf_lut_x4 | Iter: 71900, Sample:2300800, GPixel:2.66e-03, dT:0.0041, rT:1.0928 +24-08-08 11:34:07.266 : ../models/spf_lut_x4 | Iter: 72000, Sample:2304000, GPixel:2.74e-03, dT:0.0074, rT:1.1076 +24-08-08 11:34:07.489 : Checkpoint saved 72000 +24-08-08 11:34:08.474 : Iter 72000 | Dataset Set5 | AVG Val PSNR: 30.990207 +24-08-08 11:34:13.072 : Iter 72000 | Dataset Set14 | AVG Val PSNR: 27.872565 +24-08-08 11:36:11.001 : ../models/spf_lut_x4 | Iter: 72100, Sample:2307200, GPixel:2.62e-03, dT:0.0041, rT:1.0923 +24-08-08 11:38:09.011 : ../models/spf_lut_x4 | Iter: 72200, Sample:2310400, GPixel:2.80e-03, dT:0.0041, rT:1.0934 +24-08-08 11:40:07.069 : ../models/spf_lut_x4 | Iter: 72300, Sample:2313600, GPixel:2.70e-03, dT:0.0040, rT:1.0935 +24-08-08 11:42:07.305 : ../models/spf_lut_x4 | Iter: 72400, Sample:2316800, GPixel:2.56e-03, dT:0.0077, rT:1.1111 +24-08-08 11:44:05.349 : ../models/spf_lut_x4 | Iter: 72500, Sample:2320000, GPixel:2.72e-03, dT:0.0044, rT:1.0941 +24-08-08 11:46:03.298 : ../models/spf_lut_x4 | Iter: 72600, Sample:2323200, GPixel:2.69e-03, dT:0.0041, rT:1.0932 +24-08-08 11:48:01.228 : ../models/spf_lut_x4 | Iter: 72700, Sample:2326400, GPixel:2.72e-03, dT:0.0040, rT:1.0943 +24-08-08 11:50:01.220 : ../models/spf_lut_x4 | Iter: 72800, Sample:2329600, GPixel:2.64e-03, dT:0.0086, rT:1.1082 +24-08-08 11:51:59.092 : ../models/spf_lut_x4 | Iter: 72900, Sample:2332800, GPixel:2.77e-03, dT:0.0041, rT:1.0913 +24-08-08 11:53:56.968 : ../models/spf_lut_x4 | Iter: 73000, Sample:2336000, GPixel:2.74e-03, dT:0.0040, rT:1.0923 +24-08-08 11:55:54.884 : ../models/spf_lut_x4 | Iter: 73100, Sample:2339200, GPixel:2.68e-03, dT:0.0039, rT:1.0917 +24-08-08 11:57:54.704 : ../models/spf_lut_x4 | Iter: 73200, Sample:2342400, GPixel:2.84e-03, dT:0.0079, rT:1.1076 +24-08-08 11:59:52.726 : ../models/spf_lut_x4 | Iter: 73300, Sample:2345600, GPixel:2.73e-03, dT:0.0043, rT:1.0933 +24-08-08 12:01:50.649 : ../models/spf_lut_x4 | Iter: 73400, Sample:2348800, GPixel:2.83e-03, dT:0.0039, rT:1.0916 +24-08-08 12:03:48.563 : ../models/spf_lut_x4 | Iter: 73500, Sample:2352000, GPixel:2.71e-03, dT:0.0040, rT:1.0922 +24-08-08 12:05:48.368 : ../models/spf_lut_x4 | Iter: 73600, Sample:2355200, GPixel:2.66e-03, dT:0.0077, rT:1.1079 +24-08-08 12:07:46.265 : ../models/spf_lut_x4 | Iter: 73700, Sample:2358400, GPixel:2.74e-03, dT:0.0041, rT:1.0915 +24-08-08 12:09:44.170 : ../models/spf_lut_x4 | Iter: 73800, Sample:2361600, GPixel:2.83e-03, dT:0.0041, rT:1.0937 +24-08-08 12:11:42.114 : ../models/spf_lut_x4 | Iter: 73900, Sample:2364800, GPixel:2.58e-03, dT:0.0036, rT:1.0959 +24-08-08 12:13:41.028 : ../models/spf_lut_x4 | Iter: 74000, Sample:2368000, GPixel:2.59e-03, dT:0.0060, rT:1.1015 +24-08-08 12:13:41.153 : Checkpoint saved 74000 +24-08-08 12:13:41.980 : Iter 74000 | Dataset Set5 | AVG Val PSNR: 30.975146 +24-08-08 12:13:45.881 : Iter 74000 | Dataset Set14 | AVG Val PSNR: 27.871957 +24-08-08 12:15:43.621 : ../models/spf_lut_x4 | Iter: 74100, Sample:2371200, GPixel:2.77e-03, dT:0.0036, rT:1.0944 +24-08-08 12:17:41.449 : ../models/spf_lut_x4 | Iter: 74200, Sample:2374400, GPixel:2.77e-03, dT:0.0036, rT:1.0955 +24-08-08 12:19:39.307 : ../models/spf_lut_x4 | Iter: 74300, Sample:2377600, GPixel:2.77e-03, dT:0.0040, rT:1.0951 +24-08-08 12:21:39.281 : ../models/spf_lut_x4 | Iter: 74400, Sample:2380800, GPixel:2.84e-03, dT:0.0071, rT:1.1100 +24-08-08 12:23:37.292 : ../models/spf_lut_x4 | Iter: 74500, Sample:2384000, GPixel:2.65e-03, dT:0.0041, rT:1.0933 +24-08-08 12:25:35.241 : ../models/spf_lut_x4 | Iter: 74600, Sample:2387200, GPixel:2.76e-03, dT:0.0040, rT:1.0915 +24-08-08 12:27:33.135 : ../models/spf_lut_x4 | Iter: 74700, Sample:2390400, GPixel:2.73e-03, dT:0.0040, rT:1.0913 +24-08-08 12:29:33.515 : ../models/spf_lut_x4 | Iter: 74800, Sample:2393600, GPixel:2.78e-03, dT:0.0077, rT:1.1126 +24-08-08 12:31:31.496 : ../models/spf_lut_x4 | Iter: 74900, Sample:2396800, GPixel:2.73e-03, dT:0.0042, rT:1.0939 +24-08-08 12:33:29.403 : ../models/spf_lut_x4 | Iter: 75000, Sample:2400000, GPixel:2.63e-03, dT:0.0041, rT:1.0930 +24-08-08 12:35:27.435 : ../models/spf_lut_x4 | Iter: 75100, Sample:2403200, GPixel:2.76e-03, dT:0.0040, rT:1.0937 +24-08-08 12:37:27.448 : ../models/spf_lut_x4 | Iter: 75200, Sample:2406400, GPixel:2.81e-03, dT:0.0080, rT:1.1074 +24-08-08 12:39:25.336 : ../models/spf_lut_x4 | Iter: 75300, Sample:2409600, GPixel:2.70e-03, dT:0.0039, rT:1.0920 +24-08-08 12:41:23.198 : ../models/spf_lut_x4 | Iter: 75400, Sample:2412800, GPixel:2.86e-03, dT:0.0039, rT:1.0914 +24-08-08 12:43:21.077 : ../models/spf_lut_x4 | Iter: 75500, Sample:2416000, GPixel:2.83e-03, dT:0.0040, rT:1.0927 +24-08-08 12:45:20.855 : ../models/spf_lut_x4 | Iter: 75600, Sample:2419200, GPixel:2.51e-03, dT:0.0080, rT:1.1060 +24-08-08 12:47:18.691 : ../models/spf_lut_x4 | Iter: 75700, Sample:2422400, GPixel:2.59e-03, dT:0.0039, rT:1.0905 +24-08-08 12:49:16.614 : ../models/spf_lut_x4 | Iter: 75800, Sample:2425600, GPixel:2.80e-03, dT:0.0042, rT:1.0943 +24-08-08 12:51:14.590 : ../models/spf_lut_x4 | Iter: 75900, Sample:2428800, GPixel:2.83e-03, dT:0.0043, rT:1.0931 +24-08-08 12:53:14.406 : ../models/spf_lut_x4 | Iter: 76000, Sample:2432000, GPixel:2.73e-03, dT:0.0070, rT:1.1071 +24-08-08 12:53:14.527 : Checkpoint saved 76000 +24-08-08 12:53:15.460 : Iter 76000 | Dataset Set5 | AVG Val PSNR: 31.006827 +24-08-08 12:53:19.527 : Iter 76000 | Dataset Set14 | AVG Val PSNR: 27.887773 +24-08-08 12:55:17.520 : ../models/spf_lut_x4 | Iter: 76100, Sample:2435200, GPixel:2.78e-03, dT:0.0047, rT:1.0941 +24-08-08 12:57:15.627 : ../models/spf_lut_x4 | Iter: 76200, Sample:2438400, GPixel:2.61e-03, dT:0.0040, rT:1.0950 +24-08-08 12:59:13.539 : ../models/spf_lut_x4 | Iter: 76300, Sample:2441600, GPixel:2.70e-03, dT:0.0038, rT:1.0918 +24-08-08 13:01:13.471 : ../models/spf_lut_x4 | Iter: 76400, Sample:2444800, GPixel:2.78e-03, dT:0.0085, rT:1.1078 +24-08-08 13:03:11.429 : ../models/spf_lut_x4 | Iter: 76500, Sample:2448000, GPixel:2.83e-03, dT:0.0042, rT:1.0932 +24-08-08 13:05:09.349 : ../models/spf_lut_x4 | Iter: 76600, Sample:2451200, GPixel:2.70e-03, dT:0.0041, rT:1.0938 +24-08-08 13:07:07.219 : ../models/spf_lut_x4 | Iter: 76700, Sample:2454400, GPixel:2.69e-03, dT:0.0040, rT:1.0929 +24-08-08 13:09:07.149 : ../models/spf_lut_x4 | Iter: 76800, Sample:2457600, GPixel:2.77e-03, dT:0.0074, rT:1.1087 +24-08-08 13:11:04.962 : ../models/spf_lut_x4 | Iter: 76900, Sample:2460800, GPixel:2.68e-03, dT:0.0038, rT:1.0947 +24-08-08 13:13:02.729 : ../models/spf_lut_x4 | Iter: 77000, Sample:2464000, GPixel:2.65e-03, dT:0.0036, rT:1.0951 +24-08-08 13:15:00.459 : ../models/spf_lut_x4 | Iter: 77100, Sample:2467200, GPixel:2.75e-03, dT:0.0036, rT:1.0944 +24-08-08 13:16:59.082 : ../models/spf_lut_x4 | Iter: 77200, Sample:2470400, GPixel:2.80e-03, dT:0.0055, rT:1.0990 +24-08-08 13:18:57.283 : ../models/spf_lut_x4 | Iter: 77300, Sample:2473600, GPixel:2.93e-03, dT:0.0045, rT:1.0957 +24-08-08 13:20:55.221 : ../models/spf_lut_x4 | Iter: 77400, Sample:2476800, GPixel:2.69e-03, dT:0.0040, rT:1.0920 +24-08-08 13:22:53.204 : ../models/spf_lut_x4 | Iter: 77500, Sample:2480000, GPixel:2.84e-03, dT:0.0044, rT:1.0923 +24-08-08 13:24:52.513 : ../models/spf_lut_x4 | Iter: 77600, Sample:2483200, GPixel:2.71e-03, dT:0.0067, rT:1.1036 +24-08-08 13:26:50.436 : ../models/spf_lut_x4 | Iter: 77700, Sample:2486400, GPixel:2.85e-03, dT:0.0042, rT:1.0933 +24-08-08 13:28:48.238 : ../models/spf_lut_x4 | Iter: 77800, Sample:2489600, GPixel:2.77e-03, dT:0.0039, rT:1.0925 +24-08-08 13:30:46.567 : ../models/spf_lut_x4 | Iter: 77900, Sample:2492800, GPixel:2.75e-03, dT:0.0057, rT:1.0976 +24-08-08 13:32:44.831 : ../models/spf_lut_x4 | Iter: 78000, Sample:2496000, GPixel:2.82e-03, dT:0.0047, rT:1.0983 +24-08-08 13:32:44.954 : Checkpoint saved 78000 +24-08-08 13:32:45.727 : Iter 78000 | Dataset Set5 | AVG Val PSNR: 30.977558 +24-08-08 13:32:49.503 : Iter 78000 | Dataset Set14 | AVG Val PSNR: 27.864141 +24-08-08 13:34:47.295 : ../models/spf_lut_x4 | Iter: 78100, Sample:2499200, GPixel:2.69e-03, dT:0.0039, rT:1.0950 +24-08-08 13:36:45.019 : ../models/spf_lut_x4 | Iter: 78200, Sample:2502400, GPixel:2.72e-03, dT:0.0037, rT:1.0946 +24-08-08 13:38:43.847 : ../models/spf_lut_x4 | Iter: 78300, Sample:2505600, GPixel:2.75e-03, dT:0.0058, rT:1.1022 +24-08-08 13:40:41.828 : ../models/spf_lut_x4 | Iter: 78400, Sample:2508800, GPixel:2.73e-03, dT:0.0045, rT:1.0957 +24-08-08 13:42:39.599 : ../models/spf_lut_x4 | Iter: 78500, Sample:2512000, GPixel:2.66e-03, dT:0.0038, rT:1.0951 +24-08-08 13:44:37.405 : ../models/spf_lut_x4 | Iter: 78600, Sample:2515200, GPixel:2.64e-03, dT:0.0041, rT:1.0952 +24-08-08 13:46:36.478 : ../models/spf_lut_x4 | Iter: 78700, Sample:2518400, GPixel:2.66e-03, dT:0.0055, rT:1.1043 +24-08-08 13:48:34.354 : ../models/spf_lut_x4 | Iter: 78800, Sample:2521600, GPixel:2.79e-03, dT:0.0037, rT:1.0957 +24-08-08 13:50:32.201 : ../models/spf_lut_x4 | Iter: 78900, Sample:2524800, GPixel:2.81e-03, dT:0.0039, rT:1.0954 +24-08-08 13:52:29.947 : ../models/spf_lut_x4 | Iter: 79000, Sample:2528000, GPixel:2.69e-03, dT:0.0037, rT:1.0946 +24-08-08 13:54:28.362 : ../models/spf_lut_x4 | Iter: 79100, Sample:2531200, GPixel:2.69e-03, dT:0.0058, rT:1.0967 +24-08-08 13:56:26.075 : ../models/spf_lut_x4 | Iter: 79200, Sample:2534400, GPixel:2.70e-03, dT:0.0035, rT:1.0944 +24-08-08 13:58:23.819 : ../models/spf_lut_x4 | Iter: 79300, Sample:2537600, GPixel:2.59e-03, dT:0.0038, rT:1.0946 +24-08-08 14:00:21.527 : ../models/spf_lut_x4 | Iter: 79400, Sample:2540800, GPixel:2.85e-03, dT:0.0037, rT:1.0943 +24-08-08 14:02:20.543 : ../models/spf_lut_x4 | Iter: 79500, Sample:2544000, GPixel:2.73e-03, dT:0.0063, rT:1.1025 +24-08-08 14:04:18.280 : ../models/spf_lut_x4 | Iter: 79600, Sample:2547200, GPixel:2.67e-03, dT:0.0039, rT:1.0950 +24-08-08 14:06:15.988 : ../models/spf_lut_x4 | Iter: 79700, Sample:2550400, GPixel:2.70e-03, dT:0.0036, rT:1.0951 +24-08-08 14:08:13.663 : ../models/spf_lut_x4 | Iter: 79800, Sample:2553600, GPixel:2.72e-03, dT:0.0035, rT:1.0947 +24-08-08 14:10:12.458 : ../models/spf_lut_x4 | Iter: 79900, Sample:2556800, GPixel:2.71e-03, dT:0.0062, rT:1.1002 +24-08-08 14:12:10.230 : ../models/spf_lut_x4 | Iter: 80000, Sample:2560000, GPixel:2.71e-03, dT:0.0038, rT:1.0950 +24-08-08 14:12:10.355 : Checkpoint saved 80000 +24-08-08 14:12:11.178 : Iter 80000 | Dataset Set5 | AVG Val PSNR: 31.005041 +24-08-08 14:12:15.083 : Iter 80000 | Dataset Set14 | AVG Val PSNR: 27.873374 +24-08-08 14:14:12.851 : ../models/spf_lut_x4 | Iter: 80100, Sample:2563200, GPixel:2.77e-03, dT:0.0037, rT:1.0945 +24-08-08 14:16:10.682 : ../models/spf_lut_x4 | Iter: 80200, Sample:2566400, GPixel:2.70e-03, dT:0.0040, rT:1.0949 +24-08-08 14:18:09.413 : ../models/spf_lut_x4 | Iter: 80300, Sample:2569600, GPixel:2.78e-03, dT:0.0045, rT:1.1008 +24-08-08 14:20:07.172 : ../models/spf_lut_x4 | Iter: 80400, Sample:2572800, GPixel:2.90e-03, dT:0.0036, rT:1.0946 +24-08-08 14:22:04.885 : ../models/spf_lut_x4 | Iter: 80500, Sample:2576000, GPixel:2.91e-03, dT:0.0037, rT:1.0927 +24-08-08 14:24:02.698 : ../models/spf_lut_x4 | Iter: 80600, Sample:2579200, GPixel:2.69e-03, dT:0.0038, rT:1.0943 +24-08-08 14:26:01.581 : ../models/spf_lut_x4 | Iter: 80700, Sample:2582400, GPixel:2.53e-03, dT:0.0051, rT:1.1025 +24-08-08 14:27:59.346 : ../models/spf_lut_x4 | Iter: 80800, Sample:2585600, GPixel:2.80e-03, dT:0.0038, rT:1.0945 +24-08-08 14:29:57.077 : ../models/spf_lut_x4 | Iter: 80900, Sample:2588800, GPixel:2.81e-03, dT:0.0037, rT:1.0936 +24-08-08 14:31:55.233 : 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rT:1.1023 +24-08-08 14:49:37.209 : ../models/spf_lut_x4 | Iter: 81900, Sample:2620800, GPixel:2.67e-03, dT:0.0035, rT:1.0953 +24-08-08 14:51:34.973 : ../models/spf_lut_x4 | Iter: 82000, Sample:2624000, GPixel:2.71e-03, dT:0.0040, rT:1.0940 +24-08-08 14:51:35.094 : Checkpoint saved 82000 +24-08-08 14:51:35.928 : Iter 82000 | Dataset Set5 | AVG Val PSNR: 30.989856 +24-08-08 14:51:39.854 : Iter 82000 | Dataset Set14 | AVG Val PSNR: 27.880295 +24-08-08 14:53:37.589 : ../models/spf_lut_x4 | Iter: 82100, Sample:2627200, GPixel:2.72e-03, dT:0.0039, rT:1.0928 +24-08-08 14:55:36.158 : ../models/spf_lut_x4 | Iter: 82200, Sample:2630400, GPixel:2.83e-03, dT:0.0061, rT:1.0985 +24-08-08 14:57:33.869 : ../models/spf_lut_x4 | Iter: 82300, Sample:2633600, GPixel:2.72e-03, dT:0.0036, rT:1.0947 +24-08-08 14:59:31.568 : ../models/spf_lut_x4 | Iter: 82400, Sample:2636800, GPixel:2.70e-03, dT:0.0036, rT:1.0945 +24-08-08 15:01:29.265 : ../models/spf_lut_x4 | Iter: 82500, Sample:2640000, GPixel:2.69e-03, 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| Iter: 84100, Sample:2691200, GPixel:2.71e-03, dT:0.0054, rT:1.0969 +24-08-08 15:35:00.638 : ../models/spf_lut_x4 | Iter: 84200, Sample:2694400, GPixel:2.77e-03, dT:0.0042, rT:1.0967 +24-08-08 15:36:58.404 : ../models/spf_lut_x4 | Iter: 84300, Sample:2697600, GPixel:2.73e-03, dT:0.0036, rT:1.0940 +24-08-08 15:38:56.101 : ../models/spf_lut_x4 | Iter: 84400, Sample:2700800, GPixel:2.76e-03, dT:0.0036, rT:1.0946 +24-08-08 15:40:54.968 : ../models/spf_lut_x4 | Iter: 84500, Sample:2704000, GPixel:2.77e-03, dT:0.0058, rT:1.1015 +24-08-08 15:42:52.725 : ../models/spf_lut_x4 | Iter: 84600, Sample:2707200, GPixel:2.74e-03, dT:0.0038, rT:1.0944 +24-08-08 15:44:50.419 : ../models/spf_lut_x4 | Iter: 84700, Sample:2710400, GPixel:2.74e-03, dT:0.0036, rT:1.0947 +24-08-08 15:46:48.143 : ../models/spf_lut_x4 | Iter: 84800, Sample:2713600, GPixel:2.78e-03, dT:0.0038, rT:1.0938 +24-08-08 15:48:46.788 : ../models/spf_lut_x4 | Iter: 84900, Sample:2716800, GPixel:2.78e-03, dT:0.0054, rT:1.0992 +24-08-08 15:50:44.556 : ../models/spf_lut_x4 | Iter: 85000, Sample:2720000, GPixel:2.64e-03, dT:0.0037, rT:1.0952 +24-08-08 15:52:42.282 : ../models/spf_lut_x4 | Iter: 85100, Sample:2723200, GPixel:2.76e-03, dT:0.0037, rT:1.0951 +24-08-08 15:54:40.111 : ../models/spf_lut_x4 | Iter: 85200, Sample:2726400, GPixel:2.75e-03, dT:0.0037, rT:1.0960 +24-08-08 15:56:38.837 : ../models/spf_lut_x4 | Iter: 85300, Sample:2729600, GPixel:2.57e-03, dT:0.0058, rT:1.1006 +24-08-08 15:58:36.625 : ../models/spf_lut_x4 | Iter: 85400, Sample:2732800, GPixel:2.74e-03, dT:0.0036, rT:1.0956 +24-08-08 16:00:34.387 : ../models/spf_lut_x4 | Iter: 85500, Sample:2736000, GPixel:2.83e-03, dT:0.0036, rT:1.0950 +24-08-08 16:02:32.097 : ../models/spf_lut_x4 | Iter: 85600, Sample:2739200, GPixel:2.75e-03, dT:0.0036, rT:1.0946 +24-08-08 16:04:30.519 : ../models/spf_lut_x4 | Iter: 85700, Sample:2742400, GPixel:2.65e-03, dT:0.0058, rT:1.0971 +24-08-08 16:06:28.260 : ../models/spf_lut_x4 | Iter: 85800, Sample:2745600, GPixel:2.78e-03, dT:0.0036, rT:1.0956 +24-08-08 16:08:26.005 : ../models/spf_lut_x4 | Iter: 85900, Sample:2748800, GPixel:2.71e-03, dT:0.0038, rT:1.0947 +24-08-08 16:10:23.699 : ../models/spf_lut_x4 | Iter: 86000, Sample:2752000, GPixel:2.67e-03, dT:0.0036, rT:1.0931 +24-08-08 16:10:23.815 : Checkpoint saved 86000 +24-08-08 16:10:24.631 : Iter 86000 | Dataset Set5 | AVG Val PSNR: 31.013058 +24-08-08 16:10:28.556 : Iter 86000 | Dataset Set14 | AVG Val PSNR: 27.893322 +24-08-08 16:12:27.519 : ../models/spf_lut_x4 | Iter: 86100, Sample:2755200, GPixel:2.79e-03, dT:0.0061, rT:1.1017 +24-08-08 16:14:25.308 : ../models/spf_lut_x4 | Iter: 86200, Sample:2758400, GPixel:2.67e-03, dT:0.0035, rT:1.0950 +24-08-08 16:16:23.235 : ../models/spf_lut_x4 | Iter: 86300, Sample:2761600, GPixel:2.74e-03, dT:0.0036, rT:1.0970 +24-08-08 16:18:20.960 : ../models/spf_lut_x4 | Iter: 86400, Sample:2764800, GPixel:2.68e-03, dT:0.0036, rT:1.0952 +24-08-08 16:20:19.667 : ../models/spf_lut_x4 | Iter: 86500, Sample:2768000, GPixel:2.65e-03, dT:0.0051, rT:1.1002 +24-08-08 16:22:17.410 : ../models/spf_lut_x4 | Iter: 86600, Sample:2771200, GPixel:2.85e-03, dT:0.0036, rT:1.0951 +24-08-08 16:24:15.118 : ../models/spf_lut_x4 | Iter: 86700, Sample:2774400, GPixel:2.80e-03, dT:0.0036, rT:1.0951 +24-08-08 16:26:13.314 : ../models/spf_lut_x4 | Iter: 86800, Sample:2777600, GPixel:2.67e-03, dT:0.0041, rT:1.0982 +24-08-08 16:28:11.517 : ../models/spf_lut_x4 | Iter: 86900, Sample:2780800, GPixel:2.71e-03, dT:0.0043, rT:1.0973 +24-08-08 16:30:09.230 : ../models/spf_lut_x4 | Iter: 87000, Sample:2784000, GPixel:2.83e-03, dT:0.0036, rT:1.0933 +24-08-08 16:32:06.900 : ../models/spf_lut_x4 | Iter: 87100, Sample:2787200, GPixel:2.76e-03, dT:0.0035, rT:1.0906 +24-08-08 16:34:05.297 : ../models/spf_lut_x4 | Iter: 87200, Sample:2790400, GPixel:2.74e-03, dT:0.0054, rT:1.0981 +24-08-08 16:36:03.163 : ../models/spf_lut_x4 | Iter: 87300, Sample:2793600, GPixel:2.72e-03, dT:0.0037, rT:1.0940 +24-08-08 16:38:01.077 : ../models/spf_lut_x4 | Iter: 87400, Sample:2796800, GPixel:2.72e-03, dT:0.0040, rT:1.0955 +24-08-08 16:39:58.802 : ../models/spf_lut_x4 | Iter: 87500, Sample:2800000, GPixel:2.83e-03, dT:0.0037, rT:1.0939 +24-08-08 16:41:57.181 : ../models/spf_lut_x4 | Iter: 87600, Sample:2803200, GPixel:2.70e-03, dT:0.0054, rT:1.0979 +24-08-08 16:43:54.937 : ../models/spf_lut_x4 | Iter: 87700, Sample:2806400, GPixel:2.79e-03, dT:0.0037, rT:1.0935 +24-08-08 16:45:52.629 : ../models/spf_lut_x4 | Iter: 87800, Sample:2809600, GPixel:2.77e-03, dT:0.0035, rT:1.0941 +24-08-08 16:47:50.319 : ../models/spf_lut_x4 | Iter: 87900, Sample:2812800, GPixel:2.63e-03, dT:0.0037, rT:1.0942 +24-08-08 16:49:48.795 : ../models/spf_lut_x4 | Iter: 88000, Sample:2816000, GPixel:2.67e-03, dT:0.0058, rT:1.0969 +24-08-08 16:49:48.911 : Checkpoint saved 88000 +24-08-08 16:49:49.731 : Iter 88000 | Dataset Set5 | AVG Val PSNR: 31.007657 +24-08-08 16:49:53.585 : Iter 88000 | Dataset Set14 | AVG Val PSNR: 27.900317 +24-08-08 16:51:51.271 : ../models/spf_lut_x4 | Iter: 88100, Sample:2819200, GPixel:2.83e-03, dT:0.0036, rT:1.0944 +24-08-08 16:53:48.972 : ../models/spf_lut_x4 | Iter: 88200, Sample:2822400, GPixel:2.86e-03, dT:0.0039, rT:1.0945 +24-08-08 16:55:46.619 : ../models/spf_lut_x4 | Iter: 88300, Sample:2825600, GPixel:2.67e-03, dT:0.0035, rT:1.0876 +24-08-08 16:57:45.195 : ../models/spf_lut_x4 | Iter: 88400, Sample:2828800, GPixel:2.73e-03, dT:0.0054, rT:1.0954 +24-08-08 16:59:43.089 : ../models/spf_lut_x4 | Iter: 88500, Sample:2832000, GPixel:2.58e-03, dT:0.0037, rT:1.0961 +24-08-08 17:01:40.863 : ../models/spf_lut_x4 | Iter: 88600, Sample:2835200, GPixel:2.62e-03, dT:0.0039, rT:1.0947 +24-08-08 17:03:38.574 : ../models/spf_lut_x4 | Iter: 88700, Sample:2838400, GPixel:2.72e-03, dT:0.0036, rT:1.0942 +24-08-08 17:05:37.242 : ../models/spf_lut_x4 | Iter: 88800, Sample:2841600, GPixel:2.73e-03, dT:0.0052, rT:1.1006 +24-08-08 17:07:35.052 : ../models/spf_lut_x4 | Iter: 88900, Sample:2844800, 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../models/spf_lut_x4 | Iter: 89800, Sample:2873600, GPixel:2.70e-03, dT:0.0036, rT:1.0948 +24-08-08 17:27:14.176 : ../models/spf_lut_x4 | Iter: 89900, Sample:2876800, GPixel:2.72e-03, dT:0.0047, rT:1.0964 +24-08-08 17:29:12.472 : ../models/spf_lut_x4 | Iter: 90000, Sample:2880000, GPixel:2.79e-03, dT:0.0045, rT:1.0978 +24-08-08 17:29:12.589 : Checkpoint saved 90000 +24-08-08 17:29:13.415 : Iter 90000 | Dataset Set5 | AVG Val PSNR: 31.033771 +24-08-08 17:29:17.325 : Iter 90000 | Dataset Set14 | AVG Val PSNR: 27.899654 +24-08-08 17:31:14.993 : ../models/spf_lut_x4 | Iter: 90100, Sample:2883200, GPixel:2.65e-03, dT:0.0036, rT:1.0895 +24-08-08 17:33:12.637 : ../models/spf_lut_x4 | Iter: 90200, Sample:2886400, GPixel:2.86e-03, dT:0.0035, rT:1.0899 +24-08-08 17:35:11.289 : ../models/spf_lut_x4 | Iter: 90300, Sample:2889600, GPixel:2.71e-03, dT:0.0050, rT:1.1016 +24-08-08 17:37:09.039 : ../models/spf_lut_x4 | Iter: 90400, Sample:2892800, GPixel:2.65e-03, dT:0.0036, rT:1.0945 +24-08-08 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GPixel:2.67e-03, dT:0.0035, rT:1.0946 +24-08-08 17:56:47.851 : ../models/spf_lut_x4 | Iter: 91400, Sample:2924800, GPixel:2.61e-03, dT:0.0035, rT:1.0943 +24-08-08 17:58:46.461 : ../models/spf_lut_x4 | Iter: 91500, Sample:2928000, GPixel:2.74e-03, dT:0.0056, rT:1.0992 +24-08-08 18:00:44.151 : ../models/spf_lut_x4 | Iter: 91600, Sample:2931200, GPixel:2.73e-03, dT:0.0035, rT:1.0949 +24-08-08 18:02:41.859 : ../models/spf_lut_x4 | Iter: 91700, Sample:2934400, GPixel:2.66e-03, dT:0.0036, rT:1.0944 +24-08-08 18:04:39.586 : ../models/spf_lut_x4 | Iter: 91800, Sample:2937600, GPixel:2.70e-03, dT:0.0036, rT:1.0946 +24-08-08 18:06:38.339 : ../models/spf_lut_x4 | Iter: 91900, Sample:2940800, GPixel:2.76e-03, dT:0.0058, rT:1.0998 +24-08-08 18:08:36.095 : ../models/spf_lut_x4 | Iter: 92000, Sample:2944000, GPixel:2.73e-03, dT:0.0036, rT:1.0951 +24-08-08 18:08:36.212 : Checkpoint saved 92000 +24-08-08 18:08:37.035 : Iter 92000 | Dataset Set5 | AVG Val PSNR: 31.014696 +24-08-08 18:08:40.910 : Iter 92000 | Dataset Set14 | AVG Val PSNR: 27.891059 +24-08-08 18:10:38.586 : ../models/spf_lut_x4 | Iter: 92100, Sample:2947200, GPixel:2.67e-03, dT:0.0037, rT:1.0937 +24-08-08 18:12:36.258 : ../models/spf_lut_x4 | Iter: 92200, Sample:2950400, GPixel:2.84e-03, dT:0.0036, rT:1.0945 +24-08-08 18:14:34.938 : ../models/spf_lut_x4 | Iter: 92300, Sample:2953600, GPixel:2.74e-03, dT:0.0061, rT:1.0987 +24-08-08 18:16:32.665 : ../models/spf_lut_x4 | Iter: 92400, Sample:2956800, GPixel:2.61e-03, dT:0.0036, rT:1.0916 +24-08-08 18:18:30.395 : ../models/spf_lut_x4 | Iter: 92500, Sample:2960000, GPixel:2.81e-03, dT:0.0035, rT:1.0950 +24-08-08 18:20:28.248 : ../models/spf_lut_x4 | Iter: 92600, Sample:2963200, GPixel:2.73e-03, dT:0.0039, rT:1.0952 +24-08-08 18:22:26.296 : ../models/spf_lut_x4 | Iter: 92700, Sample:2966400, GPixel:2.84e-03, dT:0.0044, rT:1.0954 +24-08-08 18:24:24.000 : ../models/spf_lut_x4 | Iter: 92800, Sample:2969600, GPixel:2.63e-03, dT:0.0036, rT:1.0943 +24-08-08 18:26:21.662 : 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rT:1.0921 +24-08-08 18:44:04.071 : ../models/spf_lut_x4 | Iter: 93800, Sample:3001600, GPixel:2.72e-03, dT:0.0052, rT:1.1003 +24-08-08 18:46:01.798 : ../models/spf_lut_x4 | Iter: 93900, Sample:3004800, GPixel:2.67e-03, dT:0.0036, rT:1.0903 +24-08-08 18:47:59.515 : ../models/spf_lut_x4 | Iter: 94000, Sample:3008000, GPixel:2.69e-03, dT:0.0036, rT:1.0926 +24-08-08 18:47:59.638 : Checkpoint saved 94000 +24-08-08 18:48:00.470 : Iter 94000 | Dataset Set5 | AVG Val PSNR: 31.001348 +24-08-08 18:48:04.382 : Iter 94000 | Dataset Set14 | AVG Val PSNR: 27.887516 +24-08-08 18:50:02.158 : ../models/spf_lut_x4 | Iter: 94100, Sample:3011200, GPixel:2.68e-03, dT:0.0035, rT:1.0948 +24-08-08 18:52:00.707 : ../models/spf_lut_x4 | Iter: 94200, Sample:3014400, GPixel:2.65e-03, dT:0.0051, rT:1.0995 +24-08-08 18:53:58.461 : ../models/spf_lut_x4 | Iter: 94300, Sample:3017600, GPixel:2.72e-03, dT:0.0036, rT:1.0953 +24-08-08 18:55:56.233 : ../models/spf_lut_x4 | Iter: 94400, Sample:3020800, GPixel:2.74e-03, dT:0.0036, rT:1.0953 +24-08-08 18:57:53.940 : ../models/spf_lut_x4 | Iter: 94500, Sample:3024000, GPixel:2.67e-03, dT:0.0036, rT:1.0945 +24-08-08 18:59:52.721 : ../models/spf_lut_x4 | Iter: 94600, Sample:3027200, GPixel:2.77e-03, dT:0.0057, rT:1.1007 +24-08-08 19:01:50.457 : ../models/spf_lut_x4 | Iter: 94700, Sample:3030400, GPixel:2.69e-03, dT:0.0038, rT:1.0948 +24-08-08 19:03:48.141 : ../models/spf_lut_x4 | Iter: 94800, Sample:3033600, GPixel:2.81e-03, dT:0.0035, rT:1.0949 +24-08-08 19:05:45.868 : ../models/spf_lut_x4 | Iter: 94900, Sample:3036800, GPixel:2.77e-03, dT:0.0037, rT:1.0948 +24-08-08 19:07:44.537 : ../models/spf_lut_x4 | Iter: 95000, Sample:3040000, GPixel:2.68e-03, dT:0.0059, rT:1.0999 +24-08-08 19:09:42.244 : ../models/spf_lut_x4 | Iter: 95100, Sample:3043200, GPixel:2.59e-03, dT:0.0036, rT:1.0945 +24-08-08 19:11:40.069 : ../models/spf_lut_x4 | Iter: 95200, Sample:3046400, GPixel:2.64e-03, dT:0.0036, rT:1.0965 +24-08-08 19:13:37.775 : ../models/spf_lut_x4 | Iter: 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19:27:28.644 : Iter 96000 | Dataset Set14 | AVG Val PSNR: 27.892964 +24-08-08 19:29:26.954 : ../models/spf_lut_x4 | Iter: 96100, Sample:3075200, GPixel:2.56e-03, dT:0.0048, rT:1.0952 +24-08-08 19:31:24.708 : ../models/spf_lut_x4 | Iter: 96200, Sample:3078400, GPixel:2.68e-03, dT:0.0038, rT:1.0937 +24-08-08 19:33:22.667 : ../models/spf_lut_x4 | Iter: 96300, Sample:3081600, GPixel:2.61e-03, dT:0.0038, rT:1.0949 +24-08-08 19:35:20.386 : ../models/spf_lut_x4 | Iter: 96400, Sample:3084800, GPixel:2.64e-03, dT:0.0035, rT:1.0950 +24-08-08 19:37:18.679 : ../models/spf_lut_x4 | Iter: 96500, Sample:3088000, GPixel:2.76e-03, dT:0.0052, rT:1.0979 +24-08-08 19:39:16.361 : ../models/spf_lut_x4 | Iter: 96600, Sample:3091200, GPixel:2.55e-03, dT:0.0036, rT:1.0936 +24-08-08 19:41:14.028 : ../models/spf_lut_x4 | Iter: 96700, Sample:3094400, GPixel:2.74e-03, dT:0.0036, rT:1.0947 +24-08-08 19:43:11.681 : ../models/spf_lut_x4 | Iter: 96800, Sample:3097600, GPixel:2.76e-03, dT:0.0036, rT:1.0942 +24-08-08 19:45:10.444 : ../models/spf_lut_x4 | Iter: 96900, Sample:3100800, GPixel:2.70e-03, dT:0.0056, rT:1.1003 +24-08-08 19:47:08.165 : ../models/spf_lut_x4 | Iter: 97000, Sample:3104000, GPixel:2.72e-03, dT:0.0036, rT:1.0924 +24-08-08 19:49:05.900 : ../models/spf_lut_x4 | Iter: 97100, Sample:3107200, GPixel:2.76e-03, dT:0.0035, rT:1.0954 +24-08-08 19:51:03.636 : ../models/spf_lut_x4 | Iter: 97200, Sample:3110400, GPixel:2.71e-03, dT:0.0037, rT:1.0936 +24-08-08 19:53:02.191 : ../models/spf_lut_x4 | Iter: 97300, Sample:3113600, GPixel:2.73e-03, dT:0.0049, rT:1.0993 +24-08-08 19:55:00.032 : ../models/spf_lut_x4 | Iter: 97400, Sample:3116800, GPixel:2.79e-03, dT:0.0036, rT:1.0957 +24-08-08 19:56:57.744 : ../models/spf_lut_x4 | Iter: 97500, Sample:3120000, GPixel:2.69e-03, dT:0.0037, rT:1.0945 +24-08-08 19:58:55.375 : ../models/spf_lut_x4 | Iter: 97600, Sample:3123200, GPixel:2.55e-03, dT:0.0035, rT:1.0940 +24-08-08 20:00:53.873 : ../models/spf_lut_x4 | Iter: 97700, Sample:3126400, GPixel:2.72e-03, dT:0.0058, rT:1.0986 +24-08-08 20:02:51.603 : ../models/spf_lut_x4 | Iter: 97800, Sample:3129600, GPixel:2.76e-03, dT:0.0036, rT:1.0925 +24-08-08 20:04:49.327 : ../models/spf_lut_x4 | Iter: 97900, Sample:3132800, GPixel:2.76e-03, dT:0.0035, rT:1.0950 +24-08-08 20:06:47.074 : ../models/spf_lut_x4 | Iter: 98000, Sample:3136000, GPixel:2.77e-03, dT:0.0040, rT:1.0941 +24-08-08 20:06:47.192 : Checkpoint saved 98000 +24-08-08 20:06:48.035 : Iter 98000 | Dataset Set5 | AVG Val PSNR: 31.030248 +24-08-08 20:06:51.940 : Iter 98000 | Dataset Set14 | AVG Val PSNR: 27.912975 +24-08-08 20:08:50.683 : ../models/spf_lut_x4 | Iter: 98100, Sample:3139200, GPixel:2.72e-03, dT:0.0059, rT:1.0997 +24-08-08 20:10:48.369 : ../models/spf_lut_x4 | Iter: 98200, Sample:3142400, GPixel:2.64e-03, dT:0.0035, rT:1.0942 +24-08-08 20:12:46.052 : ../models/spf_lut_x4 | Iter: 98300, Sample:3145600, GPixel:2.61e-03, dT:0.0037, rT:1.0937 +24-08-08 20:14:43.853 : ../models/spf_lut_x4 | Iter: 98400, Sample:3148800, GPixel:2.67e-03, dT:0.0041, rT:1.0944 +24-08-08 20:16:42.509 : ../models/spf_lut_x4 | Iter: 98500, Sample:3152000, GPixel:2.77e-03, dT:0.0048, rT:1.1006 +24-08-08 20:18:40.318 : ../models/spf_lut_x4 | Iter: 98600, Sample:3155200, GPixel:2.86e-03, dT:0.0040, rT:1.0952 +24-08-08 20:20:38.046 : ../models/spf_lut_x4 | Iter: 98700, Sample:3158400, GPixel:2.66e-03, dT:0.0036, rT:1.0954 +24-08-08 20:22:36.308 : ../models/spf_lut_x4 | Iter: 98800, Sample:3161600, GPixel:2.71e-03, dT:0.0046, rT:1.0987 +24-08-08 20:24:34.562 : ../models/spf_lut_x4 | Iter: 98900, Sample:3164800, GPixel:2.63e-03, dT:0.0049, rT:1.0978 +24-08-08 20:26:32.265 : ../models/spf_lut_x4 | Iter: 99000, Sample:3168000, GPixel:2.70e-03, dT:0.0036, rT:1.0946 +24-08-08 20:28:29.963 : ../models/spf_lut_x4 | Iter: 99100, Sample:3171200, GPixel:2.65e-03, dT:0.0036, rT:1.0946 +24-08-08 20:30:28.645 : ../models/spf_lut_x4 | Iter: 99200, Sample:3174400, GPixel:2.79e-03, dT:0.0059, rT:1.1002 +24-08-08 20:32:26.435 : ../models/spf_lut_x4 | Iter: 99300, Sample:3177600, GPixel:2.74e-03, dT:0.0039, rT:1.0939 +24-08-08 20:34:24.146 : ../models/spf_lut_x4 | Iter: 99400, Sample:3180800, GPixel:2.67e-03, dT:0.0036, rT:1.0920 +24-08-08 20:36:21.829 : ../models/spf_lut_x4 | Iter: 99500, Sample:3184000, GPixel:2.68e-03, dT:0.0036, rT:1.0941 +24-08-08 20:38:20.517 : ../models/spf_lut_x4 | Iter: 99600, Sample:3187200, GPixel:2.79e-03, dT:0.0052, rT:1.1002 +24-08-08 20:40:18.246 : ../models/spf_lut_x4 | Iter: 99700, Sample:3190400, GPixel:2.72e-03, dT:0.0039, rT:1.0942 +24-08-08 20:42:15.983 : ../models/spf_lut_x4 | Iter: 99800, Sample:3193600, GPixel:2.62e-03, dT:0.0036, rT:1.0933 +24-08-08 20:44:13.744 : ../models/spf_lut_x4 | Iter: 99900, Sample:3196800, GPixel:2.76e-03, dT:0.0037, rT:1.0926 +24-08-08 20:46:12.193 : ../models/spf_lut_x4 | Iter:100000, Sample:3200000, GPixel:2.66e-03, dT:0.0052, rT:1.0941 +24-08-08 20:46:12.310 : Checkpoint saved 100000 +24-08-08 20:46:13.150 : Iter 100000 | Dataset Set5 | AVG Val PSNR: 31.022333 +24-08-08 20:46:17.059 : Iter 100000 | Dataset Set14 | AVG Val PSNR: 27.881651 +24-08-08 20:48:14.778 : ../models/spf_lut_x4 | Iter:100100, Sample:3203200, GPixel:2.62e-03, dT:0.0036, rT:1.0944 +24-08-08 20:50:12.535 : ../models/spf_lut_x4 | Iter:100200, Sample:3206400, GPixel:2.81e-03, dT:0.0040, rT:1.0947 +24-08-08 20:52:10.252 : ../models/spf_lut_x4 | Iter:100300, Sample:3209600, GPixel:2.64e-03, dT:0.0037, rT:1.0945 +24-08-08 20:54:09.182 : ../models/spf_lut_x4 | Iter:100400, Sample:3212800, GPixel:2.74e-03, dT:0.0055, rT:1.1034 +24-08-08 20:56:06.965 : ../models/spf_lut_x4 | Iter:100500, Sample:3216000, GPixel:2.66e-03, dT:0.0036, rT:1.0951 +24-08-08 20:58:04.698 : ../models/spf_lut_x4 | Iter:100600, Sample:3219200, GPixel:2.68e-03, dT:0.0036, rT:1.0946 +24-08-08 21:00:02.388 : ../models/spf_lut_x4 | Iter:100700, Sample:3222400, GPixel:2.76e-03, dT:0.0036, rT:1.0938 +24-08-08 21:02:01.165 : ../models/spf_lut_x4 | Iter:100800, Sample:3225600, GPixel:2.73e-03, dT:0.0071, rT:1.1001 +24-08-08 21:03:58.897 : ../models/spf_lut_x4 | Iter:100900, Sample:3228800, GPixel:2.54e-03, dT:0.0036, rT:1.0952 +24-08-08 21:05:56.618 : ../models/spf_lut_x4 | Iter:101000, Sample:3232000, GPixel:2.81e-03, dT:0.0037, rT:1.0943 +24-08-08 21:07:54.348 : ../models/spf_lut_x4 | Iter:101100, Sample:3235200, GPixel:2.59e-03, dT:0.0037, rT:1.0949 +24-08-08 21:09:53.066 : ../models/spf_lut_x4 | Iter:101200, Sample:3238400, GPixel:2.69e-03, dT:0.0059, rT:1.0996 +24-08-08 21:11:50.822 : ../models/spf_lut_x4 | Iter:101300, Sample:3241600, GPixel:2.67e-03, dT:0.0036, rT:1.0952 +24-08-08 21:13:48.582 : ../models/spf_lut_x4 | Iter:101400, Sample:3244800, GPixel:2.64e-03, dT:0.0040, rT:1.0943 +24-08-08 21:15:46.402 : ../models/spf_lut_x4 | Iter:101500, Sample:3248000, GPixel:2.64e-03, dT:0.0041, rT:1.0954 +24-08-08 21:17:44.725 : ../models/spf_lut_x4 | Iter:101600, Sample:3251200, GPixel:2.69e-03, dT:0.0047, rT:1.0943 +24-08-08 21:19:42.446 : ../models/spf_lut_x4 | Iter:101700, Sample:3254400, GPixel:2.69e-03, dT:0.0036, rT:1.0927 +24-08-08 21:21:40.168 : ../models/spf_lut_x4 | Iter:101800, Sample:3257600, GPixel:2.73e-03, dT:0.0036, rT:1.0947 +24-08-08 21:23:38.638 : ../models/spf_lut_x4 | Iter:101900, Sample:3260800, GPixel:2.66e-03, dT:0.0046, rT:1.0993 +24-08-08 21:25:36.633 : ../models/spf_lut_x4 | Iter:102000, Sample:3264000, GPixel:2.81e-03, dT:0.0039, rT:1.0956 +24-08-08 21:25:36.766 : Checkpoint saved 102000 +24-08-08 21:25:37.587 : Iter 102000 | Dataset Set5 | AVG Val PSNR: 31.043419 +24-08-08 21:25:41.477 : Iter 102000 | Dataset Set14 | AVG Val PSNR: 27.900451 +24-08-08 21:27:39.168 : ../models/spf_lut_x4 | Iter:102100, Sample:3267200, GPixel:2.83e-03, dT:0.0036, rT:1.0946 +24-08-08 21:29:36.910 : ../models/spf_lut_x4 | Iter:102200, Sample:3270400, GPixel:2.69e-03, dT:0.0037, rT:1.0946 +24-08-08 21:31:35.486 : ../models/spf_lut_x4 | Iter:102300, Sample:3273600, GPixel:2.80e-03, dT:0.0062, rT:1.0969 +24-08-08 21:33:33.230 : ../models/spf_lut_x4 | Iter:102400, Sample:3276800, GPixel:2.84e-03, dT:0.0039, rT:1.0941 +24-08-08 21:35:31.022 : ../models/spf_lut_x4 | Iter:102500, Sample:3280000, GPixel:2.69e-03, dT:0.0036, rT:1.0956 +24-08-08 21:37:28.756 : ../models/spf_lut_x4 | Iter:102600, Sample:3283200, GPixel:2.59e-03, dT:0.0037, rT:1.0950 +24-08-08 21:39:27.427 : ../models/spf_lut_x4 | Iter:102700, Sample:3286400, GPixel:2.77e-03, dT:0.0056, rT:1.1001 +24-08-08 21:41:25.143 : ../models/spf_lut_x4 | Iter:102800, Sample:3289600, GPixel:2.77e-03, dT:0.0036, rT:1.0951 +24-08-08 21:43:22.876 : ../models/spf_lut_x4 | Iter:102900, Sample:3292800, GPixel:2.73e-03, dT:0.0037, rT:1.0944 +24-08-08 21:45:20.674 : ../models/spf_lut_x4 | Iter:103000, Sample:3296000, GPixel:2.75e-03, dT:0.0036, rT:1.0949 +24-08-08 21:47:19.072 : ../models/spf_lut_x4 | Iter:103100, Sample:3299200, GPixel:2.79e-03, dT:0.0051, rT:1.0972 +24-08-08 21:49:16.859 : ../models/spf_lut_x4 | Iter:103200, Sample:3302400, GPixel:2.90e-03, dT:0.0037, rT:1.0951 +24-08-08 21:51:14.588 : ../models/spf_lut_x4 | Iter:103300, Sample:3305600, GPixel:2.68e-03, dT:0.0035, rT:1.0952 +24-08-08 21:53:12.316 : ../models/spf_lut_x4 | Iter:103400, Sample:3308800, GPixel:2.75e-03, dT:0.0036, rT:1.0946 +24-08-08 21:55:10.705 : ../models/spf_lut_x4 | Iter:103500, Sample:3312000, GPixel:2.79e-03, dT:0.0048, rT:1.0986 +24-08-08 21:57:08.422 : ../models/spf_lut_x4 | Iter:103600, Sample:3315200, GPixel:2.65e-03, dT:0.0036, rT:1.0944 +24-08-08 21:59:06.113 : ../models/spf_lut_x4 | Iter:103700, Sample:3318400, GPixel:2.61e-03, dT:0.0036, rT:1.0945 +24-08-08 22:01:03.834 : ../models/spf_lut_x4 | Iter:103800, Sample:3321600, GPixel:2.66e-03, dT:0.0037, rT:1.0940 +24-08-08 22:03:02.383 : ../models/spf_lut_x4 | Iter:103900, Sample:3324800, GPixel:2.79e-03, dT:0.0051, rT:1.0988 +24-08-08 22:05:00.153 : ../models/spf_lut_x4 | Iter:104000, Sample:3328000, GPixel:2.70e-03, dT:0.0037, rT:1.0951 +24-08-08 22:05:00.272 : Checkpoint saved 104000 +24-08-08 22:05:01.122 : Iter 104000 | Dataset Set5 | AVG Val PSNR: 31.028784 +24-08-08 22:05:04.853 : Iter 104000 | Dataset Set14 | AVG Val PSNR: 27.901797 +24-08-08 22:07:02.831 : ../models/spf_lut_x4 | Iter:104100, Sample:3331200, GPixel:2.65e-03, dT:0.0038, rT:1.0962 +24-08-08 22:09:00.521 : ../models/spf_lut_x4 | Iter:104200, Sample:3334400, GPixel:2.65e-03, dT:0.0036, rT:1.0946 +24-08-08 22:10:59.129 : ../models/spf_lut_x4 | Iter:104300, Sample:3337600, GPixel:2.71e-03, dT:0.0058, rT:1.0992 +24-08-08 22:12:56.845 : ../models/spf_lut_x4 | Iter:104400, Sample:3340800, GPixel:2.61e-03, dT:0.0036, rT:1.0949 +24-08-08 22:14:54.577 : ../models/spf_lut_x4 | Iter:104500, Sample:3344000, GPixel:2.64e-03, dT:0.0036, rT:1.0949 +24-08-08 22:16:52.558 : ../models/spf_lut_x4 | Iter:104600, Sample:3347200, GPixel:2.84e-03, dT:0.0039, rT:1.0965 +24-08-08 22:18:50.821 : ../models/spf_lut_x4 | Iter:104700, Sample:3350400, GPixel:2.86e-03, dT:0.0042, rT:1.0977 +24-08-08 22:20:48.551 : ../models/spf_lut_x4 | Iter:104800, Sample:3353600, GPixel:2.73e-03, dT:0.0037, rT:1.0948 +24-08-08 22:22:46.237 : ../models/spf_lut_x4 | Iter:104900, Sample:3356800, GPixel:2.75e-03, dT:0.0036, rT:1.0948 +24-08-08 22:24:44.758 : ../models/spf_lut_x4 | Iter:105000, Sample:3360000, GPixel:2.69e-03, dT:0.0052, rT:1.0997 +24-08-08 22:26:42.618 : ../models/spf_lut_x4 | Iter:105100, Sample:3363200, GPixel:2.67e-03, dT:0.0041, rT:1.0922 +24-08-08 22:28:40.473 : ../models/spf_lut_x4 | Iter:105200, Sample:3366400, GPixel:2.65e-03, dT:0.0036, rT:1.0953 +24-08-08 22:30:38.208 : ../models/spf_lut_x4 | Iter:105300, Sample:3369600, GPixel:2.78e-03, dT:0.0036, rT:1.0949 +24-08-08 22:32:36.867 : ../models/spf_lut_x4 | Iter:105400, Sample:3372800, GPixel:2.83e-03, dT:0.0057, rT:1.0987 +24-08-08 22:34:34.586 : ../models/spf_lut_x4 | Iter:105500, Sample:3376000, GPixel:2.67e-03, dT:0.0035, rT:1.0940 +24-08-08 22:36:32.295 : ../models/spf_lut_x4 | Iter:105600, Sample:3379200, GPixel:2.62e-03, dT:0.0036, rT:1.0943 +24-08-08 22:38:29.983 : ../models/spf_lut_x4 | Iter:105700, Sample:3382400, GPixel:2.67e-03, dT:0.0036, rT:1.0948 +24-08-08 22:40:28.612 : ../models/spf_lut_x4 | Iter:105800, Sample:3385600, GPixel:2.72e-03, dT:0.0053, rT:1.0982 +24-08-08 22:42:26.311 : ../models/spf_lut_x4 | Iter:105900, Sample:3388800, GPixel:2.68e-03, dT:0.0035, rT:1.0949 +24-08-08 22:44:24.073 : ../models/spf_lut_x4 | Iter:106000, Sample:3392000, GPixel:2.74e-03, dT:0.0035, rT:1.0950 +24-08-08 22:44:24.189 : Checkpoint saved 106000 +24-08-08 22:44:25.009 : Iter 106000 | Dataset Set5 | AVG Val PSNR: 31.054660 +24-08-08 22:44:28.892 : Iter 106000 | Dataset Set14 | AVG Val PSNR: 27.914226 +24-08-08 22:46:26.629 : ../models/spf_lut_x4 | Iter:106100, Sample:3395200, GPixel:2.69e-03, dT:0.0037, rT:1.0949 +24-08-08 22:48:25.245 : ../models/spf_lut_x4 | Iter:106200, Sample:3398400, GPixel:2.59e-03, dT:0.0055, rT:1.0993 +24-08-08 22:50:23.076 : ../models/spf_lut_x4 | Iter:106300, Sample:3401600, GPixel:2.84e-03, dT:0.0035, rT:1.0898 +24-08-08 22:52:20.773 : ../models/spf_lut_x4 | Iter:106400, Sample:3404800, GPixel:2.63e-03, dT:0.0036, rT:1.0884 +24-08-08 22:54:18.449 : ../models/spf_lut_x4 | Iter:106500, Sample:3408000, GPixel:2.67e-03, dT:0.0036, rT:1.0944 +24-08-08 22:56:16.989 : ../models/spf_lut_x4 | Iter:106600, Sample:3411200, GPixel:2.75e-03, dT:0.0058, rT:1.0963 +24-08-08 22:58:14.710 : ../models/spf_lut_x4 | Iter:106700, Sample:3414400, GPixel:2.67e-03, dT:0.0035, rT:1.0902 +24-08-08 23:00:12.469 : ../models/spf_lut_x4 | Iter:106800, Sample:3417600, GPixel:2.77e-03, dT:0.0036, rT:1.0954 +24-08-08 23:02:10.207 : ../models/spf_lut_x4 | Iter:106900, Sample:3420800, GPixel:2.54e-03, dT:0.0035, rT:1.0949 +24-08-08 23:04:08.863 : ../models/spf_lut_x4 | Iter:107000, Sample:3424000, GPixel:2.64e-03, dT:0.0051, rT:1.0985 +24-08-08 23:06:06.540 : ../models/spf_lut_x4 | Iter:107100, Sample:3427200, GPixel:2.62e-03, dT:0.0034, rT:1.0877 +24-08-08 23:08:04.199 : ../models/spf_lut_x4 | Iter:107200, Sample:3430400, GPixel:2.73e-03, dT:0.0034, rT:1.0951 +24-08-08 23:10:01.865 : ../models/spf_lut_x4 | Iter:107300, Sample:3433600, GPixel:2.83e-03, dT:0.0036, rT:1.0942 +24-08-08 23:12:00.478 : ../models/spf_lut_x4 | Iter:107400, Sample:3436800, GPixel:2.62e-03, dT:0.0058, rT:1.0987 +24-08-08 23:13:58.386 : ../models/spf_lut_x4 | Iter:107500, Sample:3440000, GPixel:2.67e-03, dT:0.0036, rT:1.0965 +24-08-08 23:15:56.150 : ../models/spf_lut_x4 | Iter:107600, Sample:3443200, GPixel:2.72e-03, dT:0.0036, rT:1.0946 +24-08-08 23:17:54.493 : ../models/spf_lut_x4 | Iter:107700, Sample:3446400, GPixel:2.68e-03, dT:0.0045, rT:1.0985 +24-08-08 23:19:52.864 : ../models/spf_lut_x4 | Iter:107800, Sample:3449600, GPixel:2.63e-03, dT:0.0050, rT:1.0970 +24-08-08 23:21:50.625 : ../models/spf_lut_x4 | Iter:107900, Sample:3452800, GPixel:2.62e-03, dT:0.0039, rT:1.0950 +24-08-08 23:23:48.293 : ../models/spf_lut_x4 | Iter:108000, Sample:3456000, GPixel:2.53e-03, dT:0.0035, rT:1.0927 +24-08-08 23:23:48.412 : Checkpoint saved 108000 +24-08-08 23:23:49.231 : Iter 108000 | Dataset Set5 | AVG Val PSNR: 31.047682 +24-08-08 23:23:53.112 : Iter 108000 | Dataset Set14 | AVG Val PSNR: 27.912320 +24-08-08 23:25:51.698 : ../models/spf_lut_x4 | Iter:108100, Sample:3459200, GPixel:2.71e-03, dT:0.0052, rT:1.0961 +24-08-08 23:27:49.373 : ../models/spf_lut_x4 | Iter:108200, Sample:3462400, GPixel:2.61e-03, dT:0.0036, rT:1.0943 +24-08-08 23:29:47.076 : ../models/spf_lut_x4 | Iter:108300, Sample:3465600, GPixel:2.77e-03, dT:0.0034, rT:1.0950 +24-08-08 23:31:44.851 : ../models/spf_lut_x4 | Iter:108400, Sample:3468800, GPixel:2.73e-03, dT:0.0040, rT:1.0951 +24-08-08 23:33:43.808 : ../models/spf_lut_x4 | Iter:108500, Sample:3472000, GPixel:2.71e-03, dT:0.0060, rT:1.1024 +24-08-08 23:35:41.535 : ../models/spf_lut_x4 | Iter:108600, Sample:3475200, GPixel:2.59e-03, dT:0.0037, rT:1.0937 +24-08-08 23:37:39.253 : ../models/spf_lut_x4 | Iter:108700, Sample:3478400, GPixel:2.75e-03, dT:0.0038, rT:1.0943 +24-08-08 23:39:36.974 : ../models/spf_lut_x4 | Iter:108800, Sample:3481600, GPixel:2.57e-03, dT:0.0037, rT:1.0942 +24-08-08 23:41:35.422 : ../models/spf_lut_x4 | Iter:108900, Sample:3484800, GPixel:2.64e-03, dT:0.0055, rT:1.0967 +24-08-08 23:43:33.130 : ../models/spf_lut_x4 | Iter:109000, Sample:3488000, GPixel:2.66e-03, dT:0.0036, rT:1.0942 +24-08-08 23:45:30.872 : ../models/spf_lut_x4 | Iter:109100, Sample:3491200, GPixel:2.73e-03, dT:0.0036, rT:1.0949 +24-08-08 23:47:28.644 : ../models/spf_lut_x4 | Iter:109200, Sample:3494400, GPixel:2.69e-03, dT:0.0037, rT:1.0950 +24-08-08 23:49:27.188 : ../models/spf_lut_x4 | Iter:109300, Sample:3497600, GPixel:2.70e-03, dT:0.0053, rT:1.0987 +24-08-08 23:51:24.900 : ../models/spf_lut_x4 | Iter:109400, Sample:3500800, GPixel:2.74e-03, dT:0.0037, rT:1.0948 +24-08-08 23:53:22.597 : ../models/spf_lut_x4 | Iter:109500, Sample:3504000, GPixel:2.71e-03, dT:0.0037, rT:1.0944 +24-08-08 23:55:20.243 : ../models/spf_lut_x4 | Iter:109600, Sample:3507200, GPixel:2.67e-03, dT:0.0036, rT:1.0940 +24-08-08 23:57:18.962 : ../models/spf_lut_x4 | Iter:109700, Sample:3510400, GPixel:2.77e-03, dT:0.0058, rT:1.1001 +24-08-08 23:59:16.723 : ../models/spf_lut_x4 | Iter:109800, Sample:3513600, GPixel:2.64e-03, dT:0.0037, rT:1.0950 +24-08-09 00:01:14.476 : ../models/spf_lut_x4 | Iter:109900, Sample:3516800, GPixel:2.76e-03, dT:0.0036, rT:1.0955 +24-08-09 00:03:12.164 : ../models/spf_lut_x4 | Iter:110000, Sample:3520000, GPixel:2.77e-03, dT:0.0036, rT:1.0947 +24-08-09 00:03:12.281 : Checkpoint saved 110000 +24-08-09 00:03:13.108 : Iter 110000 | Dataset Set5 | AVG Val PSNR: 31.013995 +24-08-09 00:03:17.003 : Iter 110000 | Dataset Set14 | AVG Val PSNR: 27.883796 +24-08-09 00:05:15.527 : ../models/spf_lut_x4 | Iter:110100, Sample:3523200, GPixel:2.75e-03, dT:0.0057, rT:1.0974 +24-08-09 00:07:13.240 : ../models/spf_lut_x4 | Iter:110200, Sample:3526400, GPixel:2.82e-03, dT:0.0037, rT:1.0949 +24-08-09 00:09:10.895 : ../models/spf_lut_x4 | Iter:110300, Sample:3529600, GPixel:2.70e-03, dT:0.0035, rT:1.0945 +24-08-09 00:11:08.622 : ../models/spf_lut_x4 | Iter:110400, Sample:3532800, GPixel:2.76e-03, dT:0.0037, rT:1.0943 +24-08-09 00:13:07.130 : ../models/spf_lut_x4 | Iter:110500, Sample:3536000, GPixel:2.73e-03, dT:0.0065, rT:1.0976 +24-08-09 00:15:04.877 : ../models/spf_lut_x4 | Iter:110600, Sample:3539200, GPixel:2.84e-03, dT:0.0036, rT:1.0947 +24-08-09 00:17:02.616 : ../models/spf_lut_x4 | Iter:110700, Sample:3542400, GPixel:2.69e-03, dT:0.0036, rT:1.0952 +24-08-09 00:19:00.784 : ../models/spf_lut_x4 | Iter:110800, Sample:3545600, GPixel:2.71e-03, dT:0.0048, rT:1.0964 +24-08-09 00:20:58.734 : ../models/spf_lut_x4 | Iter:110900, Sample:3548800, GPixel:2.79e-03, dT:0.0048, rT:1.0944 +24-08-09 00:22:56.459 : ../models/spf_lut_x4 | Iter:111000, Sample:3552000, GPixel:2.78e-03, dT:0.0037, rT:1.0943 +24-08-09 00:24:54.114 : ../models/spf_lut_x4 | Iter:111100, Sample:3555200, GPixel:2.69e-03, dT:0.0036, rT:1.0939 +24-08-09 00:26:52.562 : ../models/spf_lut_x4 | Iter:111200, Sample:3558400, GPixel:2.71e-03, dT:0.0055, rT:1.0958 +24-08-09 00:28:50.307 : ../models/spf_lut_x4 | Iter:111300, Sample:3561600, GPixel:2.70e-03, dT:0.0036, rT:1.0941 +24-08-09 00:30:48.160 : ../models/spf_lut_x4 | Iter:111400, Sample:3564800, GPixel:2.71e-03, dT:0.0044, rT:1.0950 +24-08-09 00:32:45.892 : ../models/spf_lut_x4 | Iter:111500, Sample:3568000, GPixel:2.74e-03, dT:0.0036, rT:1.0943 +24-08-09 00:34:44.186 : ../models/spf_lut_x4 | Iter:111600, Sample:3571200, GPixel:2.74e-03, dT:0.0056, rT:1.0969 +24-08-09 00:36:41.931 : ../models/spf_lut_x4 | Iter:111700, Sample:3574400, GPixel:2.74e-03, dT:0.0040, rT:1.0942 +24-08-09 00:38:39.635 : ../models/spf_lut_x4 | Iter:111800, Sample:3577600, GPixel:2.66e-03, dT:0.0036, rT:1.0944 +24-08-09 00:40:37.483 : ../models/spf_lut_x4 | Iter:111900, Sample:3580800, GPixel:2.69e-03, dT:0.0036, rT:1.0938 +24-08-09 00:42:35.930 : ../models/spf_lut_x4 | Iter:112000, Sample:3584000, GPixel:2.70e-03, dT:0.0059, rT:1.0967 +24-08-09 00:42:36.047 : Checkpoint saved 112000 +24-08-09 00:42:36.885 : Iter 112000 | Dataset Set5 | AVG Val PSNR: 31.036879 +24-08-09 00:42:40.792 : Iter 112000 | Dataset Set14 | AVG Val PSNR: 27.898701 +24-08-09 00:44:38.528 : ../models/spf_lut_x4 | Iter:112100, Sample:3587200, GPixel:2.66e-03, dT:0.0035, rT:1.0952 +24-08-09 00:46:36.246 : ../models/spf_lut_x4 | Iter:112200, Sample:3590400, GPixel:2.76e-03, dT:0.0036, rT:1.0938 +24-08-09 00:48:33.992 : ../models/spf_lut_x4 | Iter:112300, Sample:3593600, GPixel:2.71e-03, dT:0.0038, rT:1.0937 +24-08-09 00:50:32.725 : ../models/spf_lut_x4 | Iter:112400, Sample:3596800, GPixel:2.58e-03, dT:0.0054, rT:1.1015 +24-08-09 00:52:30.431 : ../models/spf_lut_x4 | Iter:112500, Sample:3600000, GPixel:2.54e-03, dT:0.0036, rT:1.0944 +24-08-09 00:54:28.134 : ../models/spf_lut_x4 | Iter:112600, Sample:3603200, GPixel:2.69e-03, dT:0.0034, rT:1.0930 +24-08-09 00:56:25.898 : ../models/spf_lut_x4 | Iter:112700, Sample:3606400, GPixel:2.62e-03, dT:0.0037, rT:1.0946 +24-08-09 00:58:24.550 : ../models/spf_lut_x4 | Iter:112800, Sample:3609600, GPixel:2.82e-03, dT:0.0048, rT:1.1004 +24-08-09 01:00:22.285 : ../models/spf_lut_x4 | Iter:112900, Sample:3612800, GPixel:2.71e-03, dT:0.0036, rT:1.0951 +24-08-09 01:02:20.140 : ../models/spf_lut_x4 | Iter:113000, Sample:3616000, GPixel:2.70e-03, dT:0.0039, rT:1.0958 +24-08-09 01:04:17.799 : ../models/spf_lut_x4 | Iter:113100, Sample:3619200, GPixel:2.70e-03, dT:0.0036, rT:1.0936 +24-08-09 01:06:16.315 : ../models/spf_lut_x4 | Iter:113200, Sample:3622400, GPixel:2.72e-03, dT:0.0051, rT:1.0976 +24-08-09 01:08:14.070 : ../models/spf_lut_x4 | Iter:113300, Sample:3625600, GPixel:2.64e-03, dT:0.0037, rT:1.0943 +24-08-09 01:10:11.807 : ../models/spf_lut_x4 | Iter:113400, Sample:3628800, GPixel:2.67e-03, dT:0.0036, rT:1.0949 +24-08-09 01:12:09.751 : ../models/spf_lut_x4 | Iter:113500, Sample:3632000, GPixel:2.57e-03, dT:0.0043, rT:1.0952 +24-08-09 01:14:08.153 : ../models/spf_lut_x4 | Iter:113600, Sample:3635200, GPixel:2.71e-03, dT:0.0052, rT:1.0976 +24-08-09 01:16:05.873 : ../models/spf_lut_x4 | Iter:113700, Sample:3638400, GPixel:2.81e-03, dT:0.0038, rT:1.0944 +24-08-09 01:18:03.536 : ../models/spf_lut_x4 | Iter:113800, Sample:3641600, GPixel:2.74e-03, dT:0.0036, rT:1.0942 +24-08-09 01:20:02.034 : ../models/spf_lut_x4 | Iter:113900, Sample:3644800, GPixel:2.66e-03, dT:0.0051, rT:1.1006 +24-08-09 01:21:59.830 : ../models/spf_lut_x4 | Iter:114000, Sample:3648000, GPixel:2.73e-03, dT:0.0039, rT:1.0919 +24-08-09 01:21:59.947 : Checkpoint saved 114000 +24-08-09 01:22:00.839 : Iter 114000 | Dataset Set5 | AVG Val PSNR: 31.068952 +24-08-09 01:22:04.827 : Iter 114000 | Dataset Set14 | AVG Val PSNR: 27.907851 +24-08-09 01:24:02.639 : ../models/spf_lut_x4 | Iter:114100, Sample:3651200, GPixel:2.66e-03, dT:0.0036, rT:1.0960 +24-08-09 01:26:00.385 : ../models/spf_lut_x4 | Iter:114200, Sample:3654400, GPixel:2.67e-03, dT:0.0036, rT:1.0950 +24-08-09 01:27:59.111 : ../models/spf_lut_x4 | Iter:114300, Sample:3657600, GPixel:2.72e-03, dT:0.0059, rT:1.1008 +24-08-09 01:29:56.818 : ../models/spf_lut_x4 | Iter:114400, Sample:3660800, GPixel:2.77e-03, dT:0.0036, rT:1.0944 +24-08-09 01:31:54.515 : ../models/spf_lut_x4 | Iter:114500, Sample:3664000, GPixel:2.79e-03, dT:0.0036, rT:1.0945 +24-08-09 01:33:52.224 : ../models/spf_lut_x4 | Iter:114600, Sample:3667200, GPixel:2.71e-03, dT:0.0038, rT:1.0941 +24-08-09 01:35:50.729 : ../models/spf_lut_x4 | Iter:114700, Sample:3670400, GPixel:2.74e-03, dT:0.0051, rT:1.0981 +24-08-09 01:37:48.463 : ../models/spf_lut_x4 | Iter:114800, Sample:3673600, GPixel:2.63e-03, dT:0.0037, rT:1.0951 +24-08-09 01:39:46.219 : ../models/spf_lut_x4 | Iter:114900, Sample:3676800, GPixel:2.75e-03, dT:0.0036, rT:1.0945 +24-08-09 01:41:43.963 : ../models/spf_lut_x4 | Iter:115000, Sample:3680000, GPixel:2.65e-03, dT:0.0035, rT:1.0948 +24-08-09 01:43:42.351 : ../models/spf_lut_x4 | Iter:115100, Sample:3683200, GPixel:2.64e-03, dT:0.0048, rT:1.0977 +24-08-09 01:45:40.213 : ../models/spf_lut_x4 | Iter:115200, Sample:3686400, GPixel:2.63e-03, dT:0.0038, rT:1.0962 +24-08-09 01:47:37.913 : ../models/spf_lut_x4 | Iter:115300, Sample:3689600, GPixel:2.55e-03, dT:0.0036, rT:1.0950 +24-08-09 01:49:35.573 : ../models/spf_lut_x4 | Iter:115400, Sample:3692800, GPixel:2.72e-03, dT:0.0036, rT:1.0946 +24-08-09 01:51:34.349 : ../models/spf_lut_x4 | Iter:115500, Sample:3696000, GPixel:2.75e-03, dT:0.0059, rT:1.1004 +24-08-09 01:53:32.118 : ../models/spf_lut_x4 | Iter:115600, Sample:3699200, GPixel:2.74e-03, dT:0.0036, rT:1.0958 +24-08-09 01:55:29.882 : ../models/spf_lut_x4 | Iter:115700, Sample:3702400, GPixel:2.70e-03, dT:0.0037, rT:1.0948 +24-08-09 01:57:27.572 : ../models/spf_lut_x4 | Iter:115800, Sample:3705600, GPixel:2.76e-03, dT:0.0036, rT:1.0929 +24-08-09 01:59:26.044 : ../models/spf_lut_x4 | Iter:115900, Sample:3708800, GPixel:2.67e-03, dT:0.0052, rT:1.0976 +24-08-09 02:01:23.749 : ../models/spf_lut_x4 | Iter:116000, Sample:3712000, GPixel:2.77e-03, dT:0.0037, rT:1.0943 +24-08-09 02:01:23.865 : Checkpoint saved 116000 +24-08-09 02:01:24.713 : Iter 116000 | Dataset Set5 | AVG Val PSNR: 31.054178 +24-08-09 02:01:28.513 : Iter 116000 | Dataset Set14 | AVG Val PSNR: 27.914756 +24-08-09 02:03:26.172 : ../models/spf_lut_x4 | Iter:116100, Sample:3715200, GPixel:2.73e-03, dT:0.0036, rT:1.0931 +24-08-09 02:05:23.836 : ../models/spf_lut_x4 | Iter:116200, Sample:3718400, GPixel:2.80e-03, dT:0.0036, rT:1.0940 +24-08-09 02:07:22.602 : ../models/spf_lut_x4 | Iter:116300, Sample:3721600, GPixel:2.70e-03, dT:0.0051, rT:1.1001 +24-08-09 02:09:20.353 : ../models/spf_lut_x4 | Iter:116400, Sample:3724800, GPixel:2.68e-03, dT:0.0036, rT:1.0894 +24-08-09 02:11:18.087 : ../models/spf_lut_x4 | Iter:116500, Sample:3728000, GPixel:2.68e-03, dT:0.0037, rT:1.0944 +24-08-09 02:13:16.209 : ../models/spf_lut_x4 | Iter:116600, Sample:3731200, GPixel:2.66e-03, dT:0.0046, rT:1.0969 +24-08-09 02:15:14.459 : ../models/spf_lut_x4 | Iter:116700, Sample:3734400, GPixel:2.79e-03, dT:0.0051, rT:1.0962 +24-08-09 02:17:12.175 : ../models/spf_lut_x4 | Iter:116800, Sample:3737600, GPixel:2.77e-03, dT:0.0037, rT:1.0950 +24-08-09 02:19:09.857 : ../models/spf_lut_x4 | Iter:116900, Sample:3740800, GPixel:2.70e-03, dT:0.0036, rT:1.0949 +24-08-09 02:21:08.592 : ../models/spf_lut_x4 | Iter:117000, Sample:3744000, GPixel:2.61e-03, dT:0.0057, rT:1.1019 +24-08-09 02:23:06.385 : ../models/spf_lut_x4 | Iter:117100, Sample:3747200, GPixel:2.70e-03, dT:0.0038, rT:1.0936 +24-08-09 02:25:04.123 : ../models/spf_lut_x4 | Iter:117200, Sample:3750400, GPixel:2.73e-03, dT:0.0036, rT:1.0943 +24-08-09 02:27:01.796 : ../models/spf_lut_x4 | Iter:117300, Sample:3753600, GPixel:2.81e-03, dT:0.0035, rT:1.0944 +24-08-09 02:29:00.350 : ../models/spf_lut_x4 | Iter:117400, Sample:3756800, GPixel:2.61e-03, dT:0.0058, rT:1.0983 +24-08-09 02:30:58.183 : ../models/spf_lut_x4 | Iter:117500, Sample:3760000, GPixel:2.62e-03, dT:0.0037, rT:1.0952 +24-08-09 02:32:55.874 : ../models/spf_lut_x4 | Iter:117600, Sample:3763200, GPixel:2.68e-03, dT:0.0036, rT:1.0941 +24-08-09 02:34:53.570 : ../models/spf_lut_x4 | Iter:117700, Sample:3766400, GPixel:2.63e-03, dT:0.0036, rT:1.0941 +24-08-09 02:36:52.103 : ../models/spf_lut_x4 | Iter:117800, Sample:3769600, GPixel:2.63e-03, dT:0.0057, rT:1.0978 +24-08-09 02:38:49.849 : ../models/spf_lut_x4 | Iter:117900, Sample:3772800, GPixel:2.72e-03, dT:0.0036, rT:1.0947 +24-08-09 02:40:47.600 : ../models/spf_lut_x4 | Iter:118000, Sample:3776000, GPixel:2.57e-03, dT:0.0039, rT:1.0944 +24-08-09 02:40:47.717 : Checkpoint saved 118000 +24-08-09 02:40:48.542 : Iter 118000 | Dataset Set5 | AVG Val PSNR: 31.058605 +24-08-09 02:40:52.430 : Iter 118000 | Dataset Set14 | AVG Val PSNR: 27.916799 +24-08-09 02:42:50.075 : ../models/spf_lut_x4 | Iter:118100, Sample:3779200, GPixel:2.84e-03, dT:0.0036, rT:1.0940 +24-08-09 02:44:48.944 : ../models/spf_lut_x4 | Iter:118200, Sample:3782400, GPixel:2.62e-03, dT:0.0058, rT:1.1007 +24-08-09 02:46:46.659 : ../models/spf_lut_x4 | Iter:118300, Sample:3785600, GPixel:2.73e-03, dT:0.0036, rT:1.0938 +24-08-09 02:48:44.388 : ../models/spf_lut_x4 | Iter:118400, Sample:3788800, GPixel:2.74e-03, dT:0.0037, rT:1.0925 +24-08-09 02:50:42.244 : ../models/spf_lut_x4 | Iter:118500, Sample:3792000, GPixel:2.73e-03, dT:0.0035, rT:1.0908 +24-08-09 02:52:41.204 : ../models/spf_lut_x4 | Iter:118600, Sample:3795200, GPixel:2.84e-03, dT:0.0058, rT:1.1025 +24-08-09 02:54:38.933 : ../models/spf_lut_x4 | Iter:118700, Sample:3798400, GPixel:2.60e-03, dT:0.0036, rT:1.0946 +24-08-09 02:56:36.632 : ../models/spf_lut_x4 | Iter:118800, Sample:3801600, GPixel:2.74e-03, dT:0.0037, rT:1.0942 +24-08-09 02:58:34.287 : ../models/spf_lut_x4 | Iter:118900, Sample:3804800, GPixel:2.66e-03, dT:0.0035, rT:1.0943 +24-08-09 03:00:32.848 : ../models/spf_lut_x4 | Iter:119000, Sample:3808000, GPixel:2.70e-03, dT:0.0048, rT:1.0995 +24-08-09 03:02:30.553 : ../models/spf_lut_x4 | Iter:119100, Sample:3811200, GPixel:2.66e-03, dT:0.0036, rT:1.0942 +24-08-09 03:04:28.288 : ../models/spf_lut_x4 | Iter:119200, Sample:3814400, GPixel:2.78e-03, dT:0.0036, rT:1.0948 +24-08-09 03:06:26.287 : ../models/spf_lut_x4 | Iter:119300, Sample:3817600, GPixel:2.82e-03, dT:0.0041, rT:1.0962 +24-08-09 03:08:24.544 : ../models/spf_lut_x4 | Iter:119400, Sample:3820800, GPixel:2.69e-03, dT:0.0047, rT:1.0948 +24-08-09 03:10:22.251 : ../models/spf_lut_x4 | Iter:119500, Sample:3824000, GPixel:2.80e-03, dT:0.0036, rT:1.0942 +24-08-09 03:12:19.942 : ../models/spf_lut_x4 | Iter:119600, Sample:3827200, GPixel:2.82e-03, dT:0.0037, rT:1.0931 +24-08-09 03:14:18.099 : ../models/spf_lut_x4 | Iter:119700, Sample:3830400, GPixel:2.60e-03, dT:0.0045, rT:1.0978 +24-08-09 03:16:16.087 : ../models/spf_lut_x4 | Iter:119800, Sample:3833600, GPixel:2.74e-03, dT:0.0043, rT:1.0961 +24-08-09 03:18:13.868 : ../models/spf_lut_x4 | Iter:119900, Sample:3836800, GPixel:2.78e-03, dT:0.0040, rT:1.0950 +24-08-09 03:20:11.638 : ../models/spf_lut_x4 | Iter:120000, Sample:3840000, GPixel:2.55e-03, dT:0.0039, rT:1.0953 +24-08-09 03:20:11.753 : Checkpoint saved 120000 +24-08-09 03:20:12.580 : Iter 120000 | Dataset Set5 | AVG Val PSNR: 31.041731 +24-08-09 03:20:16.600 : Iter 120000 | Dataset Set14 | AVG Val PSNR: 27.907307 +24-08-09 03:22:15.209 : ../models/spf_lut_x4 | Iter:120100, Sample:3843200, GPixel:2.66e-03, dT:0.0066, rT:1.0985 +24-08-09 03:24:12.948 : ../models/spf_lut_x4 | Iter:120200, Sample:3846400, GPixel:2.71e-03, dT:0.0038, rT:1.0939 +24-08-09 03:26:10.642 : ../models/spf_lut_x4 | Iter:120300, Sample:3849600, GPixel:2.75e-03, dT:0.0036, rT:1.0944 +24-08-09 03:28:08.311 : ../models/spf_lut_x4 | Iter:120400, Sample:3852800, GPixel:2.61e-03, dT:0.0036, rT:1.0891 +24-08-09 03:30:06.868 : ../models/spf_lut_x4 | Iter:120500, Sample:3856000, GPixel:2.70e-03, dT:0.0057, rT:1.0946 +24-08-09 03:32:04.585 : ../models/spf_lut_x4 | Iter:120600, Sample:3859200, GPixel:2.82e-03, dT:0.0036, rT:1.0949 +24-08-09 03:34:02.330 : ../models/spf_lut_x4 | Iter:120700, Sample:3862400, GPixel:2.74e-03, dT:0.0036, rT:1.0951 +24-08-09 03:36:00.215 : ../models/spf_lut_x4 | Iter:120800, Sample:3865600, GPixel:2.74e-03, dT:0.0036, rT:1.0962 +24-08-09 03:37:59.032 : ../models/spf_lut_x4 | Iter:120900, Sample:3868800, GPixel:2.79e-03, dT:0.0061, rT:1.1002 +24-08-09 03:39:56.763 : ../models/spf_lut_x4 | Iter:121000, Sample:3872000, GPixel:2.82e-03, dT:0.0038, rT:1.0942 +24-08-09 03:41:54.471 : ../models/spf_lut_x4 | Iter:121100, Sample:3875200, GPixel:2.54e-03, dT:0.0037, rT:1.0944 +24-08-09 03:43:52.192 : ../models/spf_lut_x4 | Iter:121200, Sample:3878400, GPixel:2.79e-03, dT:0.0040, rT:1.0939 +24-08-09 03:45:50.803 : ../models/spf_lut_x4 | Iter:121300, Sample:3881600, GPixel:2.59e-03, dT:0.0056, rT:1.0986 +24-08-09 03:47:48.552 : ../models/spf_lut_x4 | Iter:121400, Sample:3884800, GPixel:2.77e-03, dT:0.0036, rT:1.0955 +24-08-09 03:49:46.352 : ../models/spf_lut_x4 | Iter:121500, Sample:3888000, GPixel:2.68e-03, dT:0.0037, rT:1.0953 +24-08-09 03:51:44.072 : ../models/spf_lut_x4 | Iter:121600, Sample:3891200, GPixel:2.79e-03, dT:0.0036, rT:1.0941 +24-08-09 03:53:42.530 : ../models/spf_lut_x4 | Iter:121700, Sample:3894400, GPixel:2.76e-03, dT:0.0056, rT:1.0974 +24-08-09 03:55:40.234 : ../models/spf_lut_x4 | Iter:121800, Sample:3897600, GPixel:2.59e-03, dT:0.0036, rT:1.0941 +24-08-09 03:57:38.043 : ../models/spf_lut_x4 | Iter:121900, Sample:3900800, GPixel:2.74e-03, dT:0.0036, rT:1.0950 +24-08-09 03:59:35.730 : ../models/spf_lut_x4 | Iter:122000, Sample:3904000, GPixel:2.50e-03, dT:0.0036, rT:1.0948 +24-08-09 03:59:35.848 : Checkpoint saved 122000 +24-08-09 03:59:36.670 : Iter 122000 | Dataset Set5 | AVG Val PSNR: 31.042916 +24-08-09 03:59:40.557 : Iter 122000 | Dataset Set14 | AVG Val PSNR: 27.915338 +24-08-09 04:01:39.311 : ../models/spf_lut_x4 | Iter:122100, Sample:3907200, GPixel:2.87e-03, dT:0.0060, rT:1.1002 +24-08-09 04:03:37.101 : ../models/spf_lut_x4 | Iter:122200, Sample:3910400, GPixel:2.68e-03, dT:0.0041, rT:1.0949 +24-08-09 04:05:34.789 : ../models/spf_lut_x4 | Iter:122300, Sample:3913600, GPixel:2.63e-03, dT:0.0036, rT:1.0940 +24-08-09 04:07:32.710 : ../models/spf_lut_x4 | Iter:122400, Sample:3916800, GPixel:2.72e-03, dT:0.0037, rT:1.0950 +24-08-09 04:09:30.964 : ../models/spf_lut_x4 | Iter:122500, Sample:3920000, GPixel:2.79e-03, dT:0.0046, rT:1.0971 +24-08-09 04:11:28.669 : ../models/spf_lut_x4 | Iter:122600, Sample:3923200, GPixel:2.76e-03, dT:0.0037, rT:1.0939 +24-08-09 04:13:26.387 : ../models/spf_lut_x4 | Iter:122700, Sample:3926400, GPixel:2.63e-03, dT:0.0037, rT:1.0946 +24-08-09 04:15:24.633 : ../models/spf_lut_x4 | Iter:122800, Sample:3929600, GPixel:2.81e-03, dT:0.0045, rT:1.0979 +24-08-09 04:17:22.518 : ../models/spf_lut_x4 | Iter:122900, Sample:3932800, GPixel:2.74e-03, dT:0.0044, rT:1.0941 +24-08-09 04:19:20.369 : ../models/spf_lut_x4 | Iter:123000, Sample:3936000, GPixel:2.71e-03, dT:0.0036, rT:1.0961 +24-08-09 04:21:18.096 : ../models/spf_lut_x4 | Iter:123100, Sample:3939200, GPixel:2.75e-03, dT:0.0036, rT:1.0943 +24-08-09 04:23:16.578 : ../models/spf_lut_x4 | Iter:123200, Sample:3942400, GPixel:2.70e-03, dT:0.0060, rT:1.0974 +24-08-09 04:25:14.296 : ../models/spf_lut_x4 | Iter:123300, Sample:3945600, GPixel:2.71e-03, dT:0.0039, rT:1.0944 +24-08-09 04:27:12.055 : ../models/spf_lut_x4 | Iter:123400, Sample:3948800, GPixel:2.78e-03, dT:0.0038, rT:1.0949 +24-08-09 04:29:09.798 : ../models/spf_lut_x4 | Iter:123500, Sample:3952000, GPixel:2.76e-03, dT:0.0037, rT:1.0947 +24-08-09 04:31:08.560 : ../models/spf_lut_x4 | Iter:123600, Sample:3955200, GPixel:2.77e-03, dT:0.0055, rT:1.1000 +24-08-09 04:33:06.290 : ../models/spf_lut_x4 | Iter:123700, Sample:3958400, GPixel:2.78e-03, dT:0.0037, rT:1.0939 +24-08-09 04:35:03.987 : ../models/spf_lut_x4 | Iter:123800, Sample:3961600, GPixel:2.79e-03, dT:0.0036, rT:1.0944 +24-08-09 04:37:01.670 : ../models/spf_lut_x4 | Iter:123900, Sample:3964800, GPixel:2.71e-03, dT:0.0036, rT:1.0941 +24-08-09 04:39:00.271 : ../models/spf_lut_x4 | Iter:124000, Sample:3968000, GPixel:2.78e-03, dT:0.0056, rT:1.0979 +24-08-09 04:39:00.391 : Checkpoint saved 124000 +24-08-09 04:39:01.206 : Iter 124000 | Dataset Set5 | AVG Val PSNR: 31.050987 +24-08-09 04:39:05.083 : Iter 124000 | Dataset Set14 | AVG Val PSNR: 27.916371 +24-08-09 04:41:02.925 : ../models/spf_lut_x4 | Iter:124100, Sample:3971200, GPixel:2.65e-03, dT:0.0036, rT:1.0955 +24-08-09 04:43:00.693 : ../models/spf_lut_x4 | Iter:124200, Sample:3974400, GPixel:2.58e-03, dT:0.0037, rT:1.0951 +24-08-09 04:44:58.482 : ../models/spf_lut_x4 | Iter:124300, Sample:3977600, GPixel:2.64e-03, dT:0.0037, rT:1.0950 +24-08-09 04:46:57.033 : ../models/spf_lut_x4 | Iter:124400, Sample:3980800, GPixel:2.65e-03, dT:0.0063, rT:1.0975 +24-08-09 04:48:54.749 : ../models/spf_lut_x4 | Iter:124500, Sample:3984000, GPixel:2.76e-03, dT:0.0036, rT:1.0950 +24-08-09 04:50:52.431 : ../models/spf_lut_x4 | Iter:124600, Sample:3987200, GPixel:2.58e-03, dT:0.0036, rT:1.0935 +24-08-09 04:52:50.137 : ../models/spf_lut_x4 | Iter:124700, Sample:3990400, GPixel:2.68e-03, dT:0.0040, rT:1.0943 +24-08-09 04:54:48.668 : ../models/spf_lut_x4 | Iter:124800, Sample:3993600, GPixel:2.70e-03, dT:0.0056, rT:1.0984 +24-08-09 04:56:46.420 : ../models/spf_lut_x4 | Iter:124900, Sample:3996800, GPixel:2.57e-03, dT:0.0037, rT:1.0947 +24-08-09 04:58:44.185 : ../models/spf_lut_x4 | Iter:125000, Sample:4000000, GPixel:2.79e-03, dT:0.0036, rT:1.0952 +24-08-09 05:00:41.948 : ../models/spf_lut_x4 | Iter:125100, Sample:4003200, GPixel:2.82e-03, dT:0.0036, rT:1.0947 +24-08-09 05:02:40.452 : ../models/spf_lut_x4 | Iter:125200, Sample:4006400, GPixel:2.75e-03, dT:0.0052, rT:1.0976 +24-08-09 05:04:38.208 : ../models/spf_lut_x4 | Iter:125300, Sample:4009600, GPixel:2.82e-03, dT:0.0038, rT:1.0952 +24-08-09 05:06:35.898 : ../models/spf_lut_x4 | Iter:125400, Sample:4012800, GPixel:2.51e-03, dT:0.0037, rT:1.0948 +24-08-09 05:08:33.835 : ../models/spf_lut_x4 | Iter:125500, Sample:4016000, GPixel:2.70e-03, dT:0.0040, rT:1.0912 +24-08-09 05:10:32.258 : ../models/spf_lut_x4 | Iter:125600, Sample:4019200, GPixel:2.69e-03, dT:0.0054, rT:1.0976 +24-08-09 05:12:29.995 : ../models/spf_lut_x4 | Iter:125700, Sample:4022400, GPixel:2.65e-03, dT:0.0036, rT:1.0931 +24-08-09 05:14:27.732 : ../models/spf_lut_x4 | Iter:125800, Sample:4025600, GPixel:2.74e-03, dT:0.0035, rT:1.0902 +24-08-09 05:16:26.322 : ../models/spf_lut_x4 | Iter:125900, Sample:4028800, GPixel:2.72e-03, dT:0.0058, rT:1.0994 +24-08-09 05:18:24.098 : ../models/spf_lut_x4 | Iter:126000, Sample:4032000, GPixel:2.72e-03, dT:0.0040, rT:1.0917 +24-08-09 05:18:24.216 : Checkpoint saved 126000 +24-08-09 05:18:25.036 : Iter 126000 | Dataset Set5 | AVG Val PSNR: 31.037347 +24-08-09 05:18:28.913 : Iter 126000 | Dataset Set14 | AVG Val PSNR: 27.918020 +24-08-09 05:20:26.601 : ../models/spf_lut_x4 | Iter:126100, Sample:4035200, GPixel:2.73e-03, dT:0.0038, rT:1.0882 +24-08-09 05:22:24.269 : ../models/spf_lut_x4 | Iter:126200, Sample:4038400, GPixel:2.58e-03, dT:0.0036, rT:1.0942 +24-08-09 05:24:23.042 : ../models/spf_lut_x4 | Iter:126300, Sample:4041600, GPixel:2.71e-03, dT:0.0062, rT:1.0987 +24-08-09 05:26:20.763 : ../models/spf_lut_x4 | Iter:126400, Sample:4044800, GPixel:2.58e-03, dT:0.0036, rT:1.0942 +24-08-09 05:28:18.501 : ../models/spf_lut_x4 | Iter:126500, Sample:4048000, GPixel:2.69e-03, dT:0.0035, rT:1.0903 +24-08-09 05:30:16.244 : ../models/spf_lut_x4 | Iter:126600, Sample:4051200, GPixel:2.60e-03, dT:0.0035, rT:1.0882 +24-08-09 05:32:15.002 : ../models/spf_lut_x4 | Iter:126700, Sample:4054400, GPixel:2.70e-03, dT:0.0051, rT:1.0979 +24-08-09 05:34:12.717 : ../models/spf_lut_x4 | Iter:126800, Sample:4057600, GPixel:2.74e-03, dT:0.0036, rT:1.0943 +24-08-09 05:36:10.402 : ../models/spf_lut_x4 | Iter:126900, Sample:4060800, GPixel:2.68e-03, dT:0.0035, rT:1.0945 +24-08-09 05:38:08.061 : ../models/spf_lut_x4 | Iter:127000, Sample:4064000, GPixel:2.62e-03, dT:0.0036, rT:1.0937 +24-08-09 05:40:06.448 : ../models/spf_lut_x4 | Iter:127100, Sample:4067200, GPixel:2.81e-03, dT:0.0057, rT:1.0976 +24-08-09 05:42:04.178 : ../models/spf_lut_x4 | Iter:127200, Sample:4070400, GPixel:2.71e-03, dT:0.0035, rT:1.0950 +24-08-09 05:44:01.924 : ../models/spf_lut_x4 | Iter:127300, Sample:4073600, GPixel:2.72e-03, dT:0.0036, rT:1.0920 +24-08-09 05:45:59.654 : ../models/spf_lut_x4 | Iter:127400, Sample:4076800, GPixel:2.66e-03, dT:0.0037, rT:1.0945 +24-08-09 05:47:58.199 : ../models/spf_lut_x4 | Iter:127500, Sample:4080000, GPixel:2.84e-03, dT:0.0053, rT:1.0990 +24-08-09 05:49:55.940 : ../models/spf_lut_x4 | Iter:127600, Sample:4083200, GPixel:2.72e-03, dT:0.0038, rT:1.0953 +24-08-09 05:51:53.681 : ../models/spf_lut_x4 | Iter:127700, Sample:4086400, GPixel:2.66e-03, dT:0.0039, rT:1.0946 +24-08-09 05:53:51.363 : ../models/spf_lut_x4 | Iter:127800, Sample:4089600, GPixel:2.73e-03, dT:0.0037, rT:1.0946 +24-08-09 05:55:50.030 : ../models/spf_lut_x4 | Iter:127900, Sample:4092800, GPixel:2.69e-03, dT:0.0062, rT:1.0994 +24-08-09 05:57:47.776 : ../models/spf_lut_x4 | Iter:128000, Sample:4096000, GPixel:2.74e-03, dT:0.0036, rT:1.0958 +24-08-09 05:57:47.893 : Checkpoint saved 128000 +24-08-09 05:57:48.719 : Iter 128000 | Dataset Set5 | AVG Val PSNR: 31.047075 +24-08-09 05:57:52.635 : Iter 128000 | Dataset Set14 | AVG Val PSNR: 27.923101 +24-08-09 05:59:50.349 : ../models/spf_lut_x4 | Iter:128100, Sample:4099200, GPixel:2.71e-03, dT:0.0036, rT:1.0950 +24-08-09 06:01:48.177 : ../models/spf_lut_x4 | Iter:128200, Sample:4102400, GPixel:2.72e-03, dT:0.0038, rT:1.0958 +24-08-09 06:03:46.581 : ../models/spf_lut_x4 | Iter:128300, Sample:4105600, GPixel:2.69e-03, dT:0.0051, rT:1.0985 +24-08-09 06:05:44.287 : ../models/spf_lut_x4 | Iter:128400, Sample:4108800, GPixel:2.82e-03, dT:0.0036, rT:1.0929 +24-08-09 06:07:41.963 : ../models/spf_lut_x4 | Iter:128500, Sample:4112000, GPixel:2.60e-03, dT:0.0036, rT:1.0940 +24-08-09 06:09:40.336 : ../models/spf_lut_x4 | Iter:128600, Sample:4115200, GPixel:2.74e-03, dT:0.0050, rT:1.0989 +24-08-09 06:11:38.534 : ../models/spf_lut_x4 | Iter:128700, Sample:4118400, GPixel:2.67e-03, dT:0.0045, rT:1.0973 +24-08-09 06:13:36.262 : ../models/spf_lut_x4 | Iter:128800, Sample:4121600, GPixel:2.64e-03, dT:0.0035, rT:1.0940 +24-08-09 06:15:34.018 : ../models/spf_lut_x4 | Iter:128900, Sample:4124800, GPixel:2.82e-03, dT:0.0036, rT:1.0955 +24-08-09 06:17:32.567 : ../models/spf_lut_x4 | Iter:129000, Sample:4128000, GPixel:2.64e-03, dT:0.0052, rT:1.0994 +24-08-09 06:19:30.334 : ../models/spf_lut_x4 | Iter:129100, Sample:4131200, GPixel:2.66e-03, dT:0.0038, rT:1.0944 +24-08-09 06:21:28.042 : ../models/spf_lut_x4 | Iter:129200, Sample:4134400, GPixel:2.70e-03, dT:0.0037, rT:1.0941 +24-08-09 06:23:25.685 : ../models/spf_lut_x4 | Iter:129300, Sample:4137600, GPixel:2.73e-03, dT:0.0035, rT:1.0939 +24-08-09 06:25:24.471 : ../models/spf_lut_x4 | Iter:129400, Sample:4140800, GPixel:2.75e-03, dT:0.0060, rT:1.1004 +24-08-09 06:27:22.207 : ../models/spf_lut_x4 | Iter:129500, Sample:4144000, GPixel:2.69e-03, dT:0.0037, rT:1.0936 +24-08-09 06:29:19.973 : ../models/spf_lut_x4 | Iter:129600, Sample:4147200, GPixel:2.82e-03, dT:0.0037, rT:1.0956 +24-08-09 06:31:17.846 : ../models/spf_lut_x4 | Iter:129700, Sample:4150400, GPixel:2.90e-03, dT:0.0036, rT:1.0957 +24-08-09 06:33:16.447 : ../models/spf_lut_x4 | Iter:129800, Sample:4153600, GPixel:2.66e-03, dT:0.0061, rT:1.0987 +24-08-09 06:35:14.135 : ../models/spf_lut_x4 | Iter:129900, Sample:4156800, GPixel:2.65e-03, dT:0.0035, rT:1.0947 +24-08-09 06:37:11.851 : ../models/spf_lut_x4 | Iter:130000, Sample:4160000, GPixel:2.81e-03, dT:0.0036, rT:1.0947 +24-08-09 06:37:11.968 : Checkpoint saved 130000 +24-08-09 06:37:12.793 : Iter 130000 | Dataset Set5 | AVG Val PSNR: 31.041887 +24-08-09 06:37:16.673 : Iter 130000 | Dataset Set14 | AVG Val PSNR: 27.909507 +24-08-09 06:39:14.378 : ../models/spf_lut_x4 | Iter:130100, Sample:4163200, GPixel:2.74e-03, dT:0.0036, rT:1.0949 +24-08-09 06:41:12.799 : ../models/spf_lut_x4 | Iter:130200, Sample:4166400, GPixel:2.78e-03, dT:0.0051, rT:1.0980 +24-08-09 06:43:10.537 : ../models/spf_lut_x4 | Iter:130300, Sample:4169600, GPixel:2.69e-03, dT:0.0036, rT:1.0940 +24-08-09 06:45:08.251 : ../models/spf_lut_x4 | Iter:130400, Sample:4172800, GPixel:2.57e-03, dT:0.0039, rT:1.0916 +24-08-09 06:47:05.970 : ../models/spf_lut_x4 | Iter:130500, Sample:4176000, GPixel:2.71e-03, dT:0.0037, rT:1.0939 +24-08-09 06:49:04.840 : ../models/spf_lut_x4 | Iter:130600, Sample:4179200, GPixel:2.92e-03, dT:0.0062, rT:1.1009 +24-08-09 06:51:02.592 : ../models/spf_lut_x4 | Iter:130700, Sample:4182400, GPixel:2.73e-03, dT:0.0036, rT:1.0947 +24-08-09 06:53:00.445 : ../models/spf_lut_x4 | Iter:130800, Sample:4185600, GPixel:2.71e-03, dT:0.0037, rT:1.0956 +24-08-09 06:54:58.109 : ../models/spf_lut_x4 | Iter:130900, Sample:4188800, GPixel:2.64e-03, dT:0.0036, rT:1.0907 +24-08-09 06:56:56.649 : ../models/spf_lut_x4 | Iter:131000, Sample:4192000, GPixel:2.76e-03, dT:0.0051, rT:1.0984 +24-08-09 06:58:54.370 : ../models/spf_lut_x4 | Iter:131100, Sample:4195200, GPixel:2.76e-03, dT:0.0035, rT:1.0904 +24-08-09 07:00:52.113 : ../models/spf_lut_x4 | Iter:131200, Sample:4198400, GPixel:2.77e-03, dT:0.0035, rT:1.0944 +24-08-09 07:02:50.075 : ../models/spf_lut_x4 | Iter:131300, Sample:4201600, GPixel:2.61e-03, dT:0.0042, rT:1.0955 +24-08-09 07:04:48.432 : ../models/spf_lut_x4 | Iter:131400, Sample:4204800, GPixel:2.65e-03, dT:0.0052, rT:1.0974 +24-08-09 07:06:46.149 : ../models/spf_lut_x4 | Iter:131500, Sample:4208000, GPixel:2.73e-03, dT:0.0037, rT:1.0936 +24-08-09 07:08:43.830 : ../models/spf_lut_x4 | Iter:131600, Sample:4211200, GPixel:2.79e-03, dT:0.0037, rT:1.0941 +24-08-09 07:10:42.197 : ../models/spf_lut_x4 | Iter:131700, Sample:4214400, GPixel:2.76e-03, dT:0.0044, rT:1.0983 +24-08-09 07:12:40.064 : ../models/spf_lut_x4 | Iter:131800, Sample:4217600, GPixel:2.67e-03, dT:0.0046, rT:1.0942 +24-08-09 07:14:37.846 : ../models/spf_lut_x4 | Iter:131900, Sample:4220800, GPixel:2.59e-03, dT:0.0036, rT:1.0947 +24-08-09 07:16:35.792 : ../models/spf_lut_x4 | Iter:132000, Sample:4224000, GPixel:2.71e-03, dT:0.0036, rT:1.0967 +24-08-09 07:16:35.908 : Checkpoint saved 132000 +24-08-09 07:16:36.731 : Iter 132000 | Dataset Set5 | AVG Val PSNR: 31.041776 +24-08-09 07:16:40.611 : Iter 132000 | Dataset Set14 | AVG Val PSNR: 27.909312 +24-08-09 07:18:39.191 : ../models/spf_lut_x4 | Iter:132100, Sample:4227200, GPixel:2.65e-03, dT:0.0052, rT:1.0992 +24-08-09 07:20:36.932 : ../models/spf_lut_x4 | Iter:132200, Sample:4230400, GPixel:2.58e-03, dT:0.0036, rT:1.0943 +24-08-09 07:22:34.678 : ../models/spf_lut_x4 | Iter:132300, Sample:4233600, GPixel:2.74e-03, dT:0.0037, rT:1.0952 +24-08-09 07:24:32.379 : ../models/spf_lut_x4 | Iter:132400, Sample:4236800, GPixel:2.77e-03, dT:0.0037, rT:1.0940 +24-08-09 07:26:31.196 : ../models/spf_lut_x4 | Iter:132500, Sample:4240000, GPixel:2.76e-03, dT:0.0056, rT:1.1022 +24-08-09 07:28:28.930 : ../models/spf_lut_x4 | Iter:132600, Sample:4243200, GPixel:2.68e-03, dT:0.0037, rT:1.0947 +24-08-09 07:30:26.675 : ../models/spf_lut_x4 | Iter:132700, Sample:4246400, GPixel:2.71e-03, dT:0.0037, rT:1.0955 +24-08-09 07:32:24.445 : ../models/spf_lut_x4 | Iter:132800, Sample:4249600, GPixel:2.75e-03, dT:0.0039, rT:1.0956 +24-08-09 07:34:23.199 : ../models/spf_lut_x4 | Iter:132900, Sample:4252800, GPixel:2.85e-03, dT:0.0050, rT:1.1003 +24-08-09 07:36:21.058 : ../models/spf_lut_x4 | Iter:133000, Sample:4256000, GPixel:2.69e-03, dT:0.0035, rT:1.0950 +24-08-09 07:38:18.824 : ../models/spf_lut_x4 | Iter:133100, Sample:4259200, GPixel:2.70e-03, dT:0.0040, rT:1.0930 +24-08-09 07:40:16.498 : ../models/spf_lut_x4 | Iter:133200, Sample:4262400, GPixel:2.67e-03, dT:0.0036, rT:1.0910 +24-08-09 07:42:15.039 : ../models/spf_lut_x4 | Iter:133300, Sample:4265600, GPixel:2.73e-03, dT:0.0058, rT:1.0984 +24-08-09 07:44:12.818 : ../models/spf_lut_x4 | Iter:133400, Sample:4268800, GPixel:2.73e-03, dT:0.0037, rT:1.0955 +24-08-09 07:46:10.624 : ../models/spf_lut_x4 | Iter:133500, Sample:4272000, GPixel:2.68e-03, dT:0.0037, rT:1.0962 +24-08-09 07:48:08.370 : ../models/spf_lut_x4 | Iter:133600, Sample:4275200, GPixel:2.72e-03, dT:0.0036, rT:1.0949 +24-08-09 07:50:07.064 : ../models/spf_lut_x4 | Iter:133700, Sample:4278400, GPixel:2.79e-03, dT:0.0058, rT:1.0997 +24-08-09 07:52:04.784 : ../models/spf_lut_x4 | Iter:133800, Sample:4281600, GPixel:2.58e-03, dT:0.0035, rT:1.0951 +24-08-09 07:54:02.484 : ../models/spf_lut_x4 | Iter:133900, Sample:4284800, GPixel:2.78e-03, dT:0.0037, rT:1.0940 +24-08-09 07:56:00.171 : ../models/spf_lut_x4 | Iter:134000, Sample:4288000, GPixel:2.69e-03, dT:0.0036, rT:1.0909 +24-08-09 07:56:00.290 : Checkpoint saved 134000 +24-08-09 07:56:01.128 : Iter 134000 | Dataset Set5 | AVG Val PSNR: 31.068722 +24-08-09 07:56:05.613 : Iter 134000 | Dataset Set14 | AVG Val PSNR: 27.921897 +24-08-09 07:58:04.313 : ../models/spf_lut_x4 | Iter:134100, Sample:4291200, GPixel:2.78e-03, dT:0.0053, rT:1.1000 +24-08-09 08:00:02.104 : ../models/spf_lut_x4 | Iter:134200, Sample:4294400, GPixel:2.68e-03, dT:0.0038, rT:1.0957 +24-08-09 08:01:59.839 : ../models/spf_lut_x4 | Iter:134300, Sample:4297600, GPixel:2.54e-03, dT:0.0035, rT:1.0953 +24-08-09 08:03:58.112 : ../models/spf_lut_x4 | Iter:134400, Sample:4300800, GPixel:2.70e-03, dT:0.0049, rT:1.0980 +24-08-09 08:05:56.111 : ../models/spf_lut_x4 | Iter:134500, Sample:4304000, GPixel:2.73e-03, dT:0.0043, rT:1.0959 +24-08-09 08:07:53.807 : ../models/spf_lut_x4 | Iter:134600, Sample:4307200, GPixel:2.72e-03, dT:0.0036, rT:1.0947 +24-08-09 08:09:51.516 : ../models/spf_lut_x4 | Iter:134700, Sample:4310400, GPixel:2.60e-03, dT:0.0037, rT:1.0943 +24-08-09 08:11:50.095 : ../models/spf_lut_x4 | Iter:134800, Sample:4313600, GPixel:2.68e-03, dT:0.0054, rT:1.0995 +24-08-09 08:13:47.843 : ../models/spf_lut_x4 | Iter:134900, Sample:4316800, GPixel:2.61e-03, dT:0.0036, rT:1.0946 +24-08-09 08:15:45.654 : ../models/spf_lut_x4 | Iter:135000, Sample:4320000, GPixel:2.74e-03, dT:0.0038, rT:1.0953 +24-08-09 08:17:43.437 : ../models/spf_lut_x4 | Iter:135100, Sample:4323200, GPixel:2.76e-03, dT:0.0038, rT:1.0955 +24-08-09 08:19:42.292 : ../models/spf_lut_x4 | Iter:135200, Sample:4326400, GPixel:2.75e-03, dT:0.0059, rT:1.1018 +24-08-09 08:21:40.025 : ../models/spf_lut_x4 | Iter:135300, Sample:4329600, GPixel:2.60e-03, dT:0.0037, rT:1.0944 +24-08-09 08:23:37.740 : ../models/spf_lut_x4 | Iter:135400, Sample:4332800, GPixel:2.75e-03, dT:0.0036, rT:1.0939 +24-08-09 08:25:35.388 : ../models/spf_lut_x4 | Iter:135500, Sample:4336000, GPixel:2.56e-03, dT:0.0035, rT:1.0875 +24-08-09 08:27:33.930 : ../models/spf_lut_x4 | Iter:135600, Sample:4339200, GPixel:2.63e-03, dT:0.0050, rT:1.0984 +24-08-09 08:29:31.678 : ../models/spf_lut_x4 | Iter:135700, Sample:4342400, GPixel:2.68e-03, dT:0.0037, rT:1.0950 +24-08-09 08:31:29.413 : ../models/spf_lut_x4 | Iter:135800, Sample:4345600, GPixel:2.77e-03, dT:0.0036, rT:1.0952 +24-08-09 08:33:27.117 : ../models/spf_lut_x4 | Iter:135900, Sample:4348800, GPixel:2.68e-03, dT:0.0037, rT:1.0936 +24-08-09 08:35:25.590 : ../models/spf_lut_x4 | Iter:136000, Sample:4352000, GPixel:2.65e-03, dT:0.0058, rT:1.0954 +24-08-09 08:35:25.706 : Checkpoint saved 136000 +24-08-09 08:35:26.542 : Iter 136000 | Dataset Set5 | AVG Val PSNR: 31.065796 +24-08-09 08:35:30.436 : Iter 136000 | Dataset Set14 | AVG Val PSNR: 27.922551 +24-08-09 08:37:28.096 : ../models/spf_lut_x4 | Iter:136100, Sample:4355200, GPixel:2.68e-03, dT:0.0036, rT:1.0931 +24-08-09 08:39:25.841 : ../models/spf_lut_x4 | Iter:136200, Sample:4358400, GPixel:2.66e-03, dT:0.0037, rT:1.0950 +24-08-09 08:41:23.722 : ../models/spf_lut_x4 | Iter:136300, Sample:4361600, GPixel:2.62e-03, dT:0.0037, rT:1.0963 +24-08-09 08:43:22.647 : ../models/spf_lut_x4 | Iter:136400, Sample:4364800, GPixel:2.68e-03, dT:0.0063, rT:1.1011 +24-08-09 08:45:20.356 : ../models/spf_lut_x4 | Iter:136500, Sample:4368000, GPixel:2.71e-03, dT:0.0036, rT:1.0952 +24-08-09 08:47:18.062 : ../models/spf_lut_x4 | Iter:136600, Sample:4371200, GPixel:2.76e-03, dT:0.0035, rT:1.0947 +24-08-09 08:49:15.847 : ../models/spf_lut_x4 | Iter:136700, Sample:4374400, GPixel:2.73e-03, dT:0.0039, rT:1.0935 +24-08-09 08:51:14.805 : ../models/spf_lut_x4 | Iter:136800, Sample:4377600, GPixel:2.66e-03, dT:0.0069, rT:1.1018 +24-08-09 08:53:12.479 : ../models/spf_lut_x4 | Iter:136900, Sample:4380800, GPixel:2.68e-03, dT:0.0035, rT:1.0947 +24-08-09 08:55:10.167 : ../models/spf_lut_x4 | Iter:137000, Sample:4384000, GPixel:2.60e-03, dT:0.0037, rT:1.0939 +24-08-09 08:57:07.994 : ../models/spf_lut_x4 | Iter:137100, Sample:4387200, GPixel:2.67e-03, dT:0.0042, rT:1.0935 +24-08-09 08:59:06.406 : ../models/spf_lut_x4 | Iter:137200, Sample:4390400, GPixel:2.71e-03, dT:0.0048, rT:1.0986 +24-08-09 09:01:04.129 : ../models/spf_lut_x4 | Iter:137300, Sample:4393600, GPixel:2.77e-03, dT:0.0036, rT:1.0949 +24-08-09 09:03:01.927 : ../models/spf_lut_x4 | Iter:137400, Sample:4396800, GPixel:2.64e-03, dT:0.0041, rT:1.0950 +24-08-09 09:05:00.579 : ../models/spf_lut_x4 | Iter:137500, Sample:4400000, GPixel:2.64e-03, dT:0.0053, rT:1.1007 +24-08-09 09:06:58.569 : ../models/spf_lut_x4 | Iter:137600, Sample:4403200, GPixel:2.73e-03, dT:0.0044, rT:1.0948 +24-08-09 09:08:56.303 : ../models/spf_lut_x4 | Iter:137700, Sample:4406400, GPixel:2.61e-03, dT:0.0037, rT:1.0943 +24-08-09 09:10:53.995 : ../models/spf_lut_x4 | Iter:137800, Sample:4409600, GPixel:2.62e-03, dT:0.0037, rT:1.0944 +24-08-09 09:12:52.626 : ../models/spf_lut_x4 | Iter:137900, Sample:4412800, GPixel:2.78e-03, dT:0.0056, rT:1.0976 +24-08-09 09:14:50.330 : ../models/spf_lut_x4 | Iter:138000, Sample:4416000, GPixel:2.72e-03, dT:0.0038, rT:1.0939 +24-08-09 09:14:50.447 : Checkpoint saved 138000 +24-08-09 09:14:51.277 : Iter 138000 | Dataset Set5 | AVG Val PSNR: 31.057113 +24-08-09 09:14:55.175 : Iter 138000 | Dataset Set14 | AVG Val PSNR: 27.923694 +24-08-09 09:16:52.867 : ../models/spf_lut_x4 | Iter:138100, Sample:4419200, GPixel:2.65e-03, dT:0.0036, rT:1.0945 +24-08-09 09:18:50.603 : ../models/spf_lut_x4 | Iter:138200, Sample:4422400, GPixel:2.66e-03, dT:0.0036, rT:1.0945 +24-08-09 09:20:49.213 : ../models/spf_lut_x4 | Iter:138300, Sample:4425600, GPixel:2.72e-03, dT:0.0060, rT:1.0995 +24-08-09 09:22:46.946 : ../models/spf_lut_x4 | Iter:138400, Sample:4428800, GPixel:2.84e-03, dT:0.0036, rT:1.0952 +24-08-09 09:24:44.648 : ../models/spf_lut_x4 | Iter:138500, Sample:4432000, GPixel:2.71e-03, dT:0.0037, rT:1.0948 +24-08-09 09:26:42.498 : ../models/spf_lut_x4 | Iter:138600, Sample:4435200, GPixel:2.64e-03, dT:0.0040, rT:1.0953 +24-08-09 09:28:40.934 : ../models/spf_lut_x4 | Iter:138700, Sample:4438400, GPixel:2.71e-03, dT:0.0048, rT:1.0956 +24-08-09 09:30:38.669 : ../models/spf_lut_x4 | Iter:138800, Sample:4441600, GPixel:2.61e-03, dT:0.0037, rT:1.0924 +24-08-09 09:32:36.391 : ../models/spf_lut_x4 | Iter:138900, Sample:4444800, GPixel:2.66e-03, dT:0.0036, rT:1.0949 +24-08-09 09:34:34.171 : ../models/spf_lut_x4 | Iter:139000, Sample:4448000, GPixel:2.63e-03, dT:0.0037, rT:1.0950 +24-08-09 09:36:32.746 : ../models/spf_lut_x4 | Iter:139100, Sample:4451200, GPixel:2.64e-03, dT:0.0059, rT:1.0982 +24-08-09 09:38:30.447 : ../models/spf_lut_x4 | Iter:139200, Sample:4454400, GPixel:2.71e-03, dT:0.0036, rT:1.0943 +24-08-09 09:40:28.175 : ../models/spf_lut_x4 | Iter:139300, Sample:4457600, GPixel:2.74e-03, dT:0.0039, rT:1.0943 +24-08-09 09:42:25.873 : ../models/spf_lut_x4 | Iter:139400, Sample:4460800, GPixel:2.68e-03, dT:0.0036, rT:1.0945 +24-08-09 09:44:24.387 : ../models/spf_lut_x4 | Iter:139500, Sample:4464000, GPixel:2.71e-03, dT:0.0059, rT:1.0976 +24-08-09 09:46:22.137 : ../models/spf_lut_x4 | Iter:139600, Sample:4467200, GPixel:2.71e-03, dT:0.0040, rT:1.0931 +24-08-09 09:48:19.973 : ../models/spf_lut_x4 | Iter:139700, Sample:4470400, GPixel:2.73e-03, dT:0.0035, rT:1.0961 +24-08-09 09:50:17.704 : ../models/spf_lut_x4 | Iter:139800, Sample:4473600, GPixel:2.62e-03, dT:0.0036, rT:1.0952 +24-08-09 09:52:16.176 : ../models/spf_lut_x4 | Iter:139900, Sample:4476800, GPixel:2.74e-03, dT:0.0058, rT:1.0932 +24-08-09 09:54:13.922 : ../models/spf_lut_x4 | Iter:140000, Sample:4480000, GPixel:2.76e-03, dT:0.0038, rT:1.0913 +24-08-09 09:54:14.040 : Checkpoint saved 140000 +24-08-09 09:54:14.875 : Iter 140000 | Dataset Set5 | AVG Val PSNR: 31.050087 +24-08-09 09:54:18.769 : Iter 140000 | Dataset Set14 | AVG Val PSNR: 27.919627 +24-08-09 09:56:16.453 : ../models/spf_lut_x4 | Iter:140100, Sample:4483200, GPixel:2.72e-03, dT:0.0036, rT:1.0939 +24-08-09 09:58:14.436 : ../models/spf_lut_x4 | Iter:140200, Sample:4486400, GPixel:2.77e-03, dT:0.0049, rT:1.0959 +24-08-09 10:00:12.570 : ../models/spf_lut_x4 | Iter:140300, Sample:4489600, GPixel:2.82e-03, dT:0.0048, rT:1.0951 +24-08-09 10:02:10.286 : ../models/spf_lut_x4 | Iter:140400, Sample:4492800, GPixel:2.61e-03, dT:0.0036, rT:1.0939 +24-08-09 10:04:08.005 : ../models/spf_lut_x4 | Iter:140500, Sample:4496000, GPixel:2.66e-03, dT:0.0037, rT:1.0915 +24-08-09 10:06:06.506 : ../models/spf_lut_x4 | Iter:140600, Sample:4499200, GPixel:2.71e-03, dT:0.0052, rT:1.0968 +24-08-09 10:08:04.274 : ../models/spf_lut_x4 | Iter:140700, Sample:4502400, GPixel:2.62e-03, dT:0.0036, rT:1.0944 +24-08-09 10:10:02.115 : ../models/spf_lut_x4 | Iter:140800, Sample:4505600, GPixel:2.60e-03, dT:0.0036, rT:1.0950 +24-08-09 10:11:59.843 : ../models/spf_lut_x4 | Iter:140900, Sample:4508800, GPixel:2.82e-03, dT:0.0037, rT:1.0918 +24-08-09 10:13:58.533 : ../models/spf_lut_x4 | Iter:141000, Sample:4512000, GPixel:2.71e-03, dT:0.0052, rT:1.1005 +24-08-09 10:15:56.240 : ../models/spf_lut_x4 | Iter:141100, Sample:4515200, GPixel:2.83e-03, dT:0.0037, rT:1.0947 +24-08-09 10:17:53.963 : ../models/spf_lut_x4 | Iter:141200, Sample:4518400, GPixel:2.73e-03, dT:0.0035, rT:1.0947 +24-08-09 10:19:51.687 : ../models/spf_lut_x4 | Iter:141300, Sample:4521600, GPixel:2.73e-03, dT:0.0035, rT:1.0952 +24-08-09 10:21:50.440 : ../models/spf_lut_x4 | Iter:141400, Sample:4524800, GPixel:2.70e-03, dT:0.0064, rT:1.0988 +24-08-09 10:23:48.237 : ../models/spf_lut_x4 | Iter:141500, Sample:4528000, GPixel:2.63e-03, dT:0.0036, rT:1.0948 +24-08-09 10:25:45.933 : ../models/spf_lut_x4 | Iter:141600, Sample:4531200, GPixel:2.75e-03, dT:0.0035, rT:1.0953 +24-08-09 10:27:43.632 : ../models/spf_lut_x4 | Iter:141700, Sample:4534400, GPixel:2.64e-03, dT:0.0036, rT:1.0951 +24-08-09 10:29:42.260 : ../models/spf_lut_x4 | Iter:141800, Sample:4537600, GPixel:2.77e-03, dT:0.0055, rT:1.0985 +24-08-09 10:31:39.968 : ../models/spf_lut_x4 | Iter:141900, Sample:4540800, GPixel:2.66e-03, dT:0.0036, rT:1.0952 +24-08-09 10:33:37.835 : ../models/spf_lut_x4 | Iter:142000, Sample:4544000, GPixel:2.78e-03, dT:0.0036, rT:1.0965 +24-08-09 10:33:37.951 : Checkpoint saved 142000 +24-08-09 10:33:38.772 : Iter 142000 | Dataset Set5 | AVG Val PSNR: 31.067224 +24-08-09 10:33:42.588 : Iter 142000 | Dataset Set14 | AVG Val PSNR: 27.928358 +24-08-09 10:35:40.334 : ../models/spf_lut_x4 | Iter:142100, Sample:4547200, GPixel:2.62e-03, dT:0.0037, rT:1.0949 +24-08-09 10:37:38.783 : ../models/spf_lut_x4 | Iter:142200, Sample:4550400, GPixel:2.77e-03, dT:0.0056, rT:1.0958 +24-08-09 10:39:36.533 : ../models/spf_lut_x4 | Iter:142300, Sample:4553600, GPixel:2.72e-03, dT:0.0038, rT:1.0948 +24-08-09 10:41:34.239 : ../models/spf_lut_x4 | Iter:142400, Sample:4556800, GPixel:2.74e-03, dT:0.0036, rT:1.0943 +24-08-09 10:43:31.921 : ../models/spf_lut_x4 | Iter:142500, Sample:4560000, GPixel:2.67e-03, dT:0.0036, rT:1.0936 +24-08-09 10:45:30.501 : ../models/spf_lut_x4 | Iter:142600, Sample:4563200, GPixel:2.67e-03, dT:0.0057, rT:1.0986 +24-08-09 10:47:28.212 : ../models/spf_lut_x4 | Iter:142700, Sample:4566400, GPixel:2.80e-03, dT:0.0037, rT:1.0946 +24-08-09 10:49:25.919 : ../models/spf_lut_x4 | Iter:142800, Sample:4569600, GPixel:2.75e-03, dT:0.0036, rT:1.0947 +24-08-09 10:51:23.787 : ../models/spf_lut_x4 | Iter:142900, Sample:4572800, GPixel:2.68e-03, dT:0.0039, rT:1.0952 +24-08-09 10:53:22.179 : ../models/spf_lut_x4 | Iter:143000, Sample:4576000, GPixel:2.66e-03, dT:0.0052, rT:1.0970 +24-08-09 10:55:19.923 : ../models/spf_lut_x4 | Iter:143100, Sample:4579200, GPixel:2.63e-03, dT:0.0036, rT:1.0949 +24-08-09 10:57:17.649 : ../models/spf_lut_x4 | Iter:143200, Sample:4582400, GPixel:2.75e-03, dT:0.0037, rT:1.0947 +24-08-09 10:59:16.078 : ../models/spf_lut_x4 | Iter:143300, Sample:4585600, GPixel:2.62e-03, dT:0.0050, rT:1.0989 +24-08-09 11:01:14.122 : ../models/spf_lut_x4 | Iter:143400, Sample:4588800, GPixel:2.73e-03, dT:0.0051, rT:1.0907 +24-08-09 11:03:11.837 : ../models/spf_lut_x4 | Iter:143500, Sample:4592000, GPixel:2.71e-03, dT:0.0035, rT:1.0878 +24-08-09 11:05:09.583 : ../models/spf_lut_x4 | Iter:143600, Sample:4595200, GPixel:2.74e-03, dT:0.0035, rT:1.0917 +24-08-09 11:07:08.081 : ../models/spf_lut_x4 | Iter:143700, Sample:4598400, GPixel:2.64e-03, dT:0.0056, rT:1.0987 +24-08-09 11:09:05.858 : ../models/spf_lut_x4 | Iter:143800, Sample:4601600, GPixel:2.79e-03, dT:0.0041, rT:1.0938 +24-08-09 11:11:03.549 : ../models/spf_lut_x4 | Iter:143900, Sample:4604800, GPixel:2.81e-03, dT:0.0036, rT:1.0942 +24-08-09 11:13:01.214 : ../models/spf_lut_x4 | Iter:144000, Sample:4608000, GPixel:2.70e-03, dT:0.0035, rT:1.0944 +24-08-09 11:13:01.331 : Checkpoint saved 144000 +24-08-09 11:13:02.156 : Iter 144000 | Dataset Set5 | AVG Val PSNR: 31.048486 +24-08-09 11:13:06.046 : Iter 144000 | Dataset Set14 | AVG Val PSNR: 27.907525 +24-08-09 11:15:05.054 : ../models/spf_lut_x4 | Iter:144100, Sample:4611200, GPixel:2.82e-03, dT:0.0053, rT:1.1030 +24-08-09 11:17:02.810 : ../models/spf_lut_x4 | Iter:144200, Sample:4614400, GPixel:2.66e-03, dT:0.0040, rT:1.0950 +24-08-09 11:19:00.517 : ../models/spf_lut_x4 | Iter:144300, Sample:4617600, GPixel:2.67e-03, dT:0.0036, rT:1.0943 +24-08-09 11:20:58.259 : ../models/spf_lut_x4 | Iter:144400, Sample:4620800, GPixel:2.64e-03, dT:0.0037, rT:1.0951 +24-08-09 11:22:56.846 : ../models/spf_lut_x4 | Iter:144500, Sample:4624000, GPixel:2.73e-03, dT:0.0054, rT:1.0987 +24-08-09 11:24:54.556 : ../models/spf_lut_x4 | Iter:144600, Sample:4627200, GPixel:2.76e-03, dT:0.0036, rT:1.0947 +24-08-09 11:26:52.235 : ../models/spf_lut_x4 | Iter:144700, Sample:4630400, GPixel:2.71e-03, dT:0.0036, rT:1.0948 +24-08-09 11:28:49.922 : ../models/spf_lut_x4 | Iter:144800, Sample:4633600, GPixel:2.67e-03, dT:0.0036, rT:1.0946 +24-08-09 11:30:48.521 : ../models/spf_lut_x4 | Iter:144900, Sample:4636800, GPixel:2.72e-03, dT:0.0064, rT:1.0985 +24-08-09 11:32:46.261 : ../models/spf_lut_x4 | Iter:145000, Sample:4640000, GPixel:2.73e-03, dT:0.0038, rT:1.0919 +24-08-09 11:34:44.012 : ../models/spf_lut_x4 | Iter:145100, Sample:4643200, GPixel:2.69e-03, dT:0.0037, rT:1.0946 +24-08-09 11:36:41.795 : ../models/spf_lut_x4 | Iter:145200, Sample:4646400, GPixel:2.71e-03, dT:0.0037, rT:1.0921 +24-08-09 11:38:40.651 : ../models/spf_lut_x4 | Iter:145300, Sample:4649600, GPixel:2.73e-03, dT:0.0056, rT:1.1000 +24-08-09 11:40:38.395 : ../models/spf_lut_x4 | Iter:145400, Sample:4652800, GPixel:2.66e-03, dT:0.0036, rT:1.0950 +24-08-09 11:42:36.115 : ../models/spf_lut_x4 | Iter:145500, Sample:4656000, GPixel:2.71e-03, dT:0.0037, rT:1.0948 +24-08-09 11:44:33.825 : ../models/spf_lut_x4 | Iter:145600, Sample:4659200, GPixel:2.75e-03, dT:0.0036, rT:1.0942 +24-08-09 11:46:32.302 : ../models/spf_lut_x4 | Iter:145700, Sample:4662400, GPixel:2.66e-03, dT:0.0052, rT:1.0962 +24-08-09 11:48:30.038 : ../models/spf_lut_x4 | Iter:145800, Sample:4665600, GPixel:2.72e-03, dT:0.0037, rT:1.0929 +24-08-09 11:50:27.733 : ../models/spf_lut_x4 | Iter:145900, Sample:4668800, GPixel:2.69e-03, dT:0.0037, rT:1.0945 +24-08-09 11:52:25.689 : ../models/spf_lut_x4 | Iter:146000, Sample:4672000, GPixel:2.60e-03, dT:0.0048, rT:1.0955 +24-08-09 11:52:25.968 : Checkpoint saved 146000 +24-08-09 11:52:27.305 : Iter 146000 | Dataset Set5 | AVG Val PSNR: 31.063072 +24-08-09 11:52:32.296 : Iter 146000 | Dataset Set14 | AVG Val PSNR: 27.927243 +24-08-09 11:54:30.527 : ../models/spf_lut_x4 | Iter:146100, Sample:4675200, GPixel:2.66e-03, dT:0.0044, rT:1.0975 +24-08-09 11:56:28.280 : ../models/spf_lut_x4 | Iter:146200, Sample:4678400, GPixel:2.83e-03, dT:0.0036, rT:1.0954 +24-08-09 11:58:25.999 : ../models/spf_lut_x4 | Iter:146300, Sample:4681600, GPixel:2.68e-03, dT:0.0035, rT:1.0930 +24-08-09 12:00:24.558 : ../models/spf_lut_x4 | Iter:146400, Sample:4684800, GPixel:2.70e-03, dT:0.0054, rT:1.0951 +24-08-09 12:02:22.381 : ../models/spf_lut_x4 | Iter:146500, Sample:4688000, GPixel:2.71e-03, dT:0.0040, rT:1.0941 +24-08-09 12:04:20.076 : ../models/spf_lut_x4 | Iter:146600, Sample:4691200, GPixel:2.69e-03, dT:0.0036, rT:1.0938 +24-08-09 12:06:17.763 : ../models/spf_lut_x4 | Iter:146700, Sample:4694400, GPixel:2.71e-03, dT:0.0037, rT:1.0929 +24-08-09 12:08:16.071 : ../models/spf_lut_x4 | Iter:146800, Sample:4697600, GPixel:2.78e-03, dT:0.0052, rT:1.0965 +24-08-09 12:10:13.796 : ../models/spf_lut_x4 | Iter:146900, Sample:4700800, GPixel:2.61e-03, dT:0.0037, rT:1.0937 +24-08-09 12:12:11.500 : ../models/spf_lut_x4 | Iter:147000, Sample:4704000, GPixel:2.69e-03, dT:0.0035, rT:1.0877 +24-08-09 12:14:09.208 : ../models/spf_lut_x4 | Iter:147100, Sample:4707200, GPixel:2.71e-03, dT:0.0036, rT:1.0933 +24-08-09 12:16:07.713 : ../models/spf_lut_x4 | Iter:147200, Sample:4710400, GPixel:2.61e-03, dT:0.0049, rT:1.0990 +24-08-09 12:18:05.460 : ../models/spf_lut_x4 | Iter:147300, Sample:4713600, GPixel:2.76e-03, dT:0.0036, rT:1.0947 +24-08-09 12:20:03.156 : ../models/spf_lut_x4 | Iter:147400, Sample:4716800, GPixel:2.72e-03, dT:0.0035, rT:1.0945 +24-08-09 12:22:00.976 : ../models/spf_lut_x4 | Iter:147500, Sample:4720000, GPixel:2.75e-03, dT:0.0036, rT:1.0953 +24-08-09 12:23:59.883 : ../models/spf_lut_x4 | Iter:147600, Sample:4723200, GPixel:2.81e-03, dT:0.0063, rT:1.1016 +24-08-09 12:25:57.614 : ../models/spf_lut_x4 | Iter:147700, Sample:4726400, GPixel:2.63e-03, dT:0.0038, rT:1.0949 +24-08-09 12:27:55.341 : ../models/spf_lut_x4 | Iter:147800, Sample:4729600, GPixel:2.67e-03, dT:0.0036, rT:1.0943 +24-08-09 12:29:53.031 : ../models/spf_lut_x4 | Iter:147900, Sample:4732800, GPixel:2.72e-03, dT:0.0036, rT:1.0943 +24-08-09 12:31:51.598 : ../models/spf_lut_x4 | Iter:148000, Sample:4736000, GPixel:2.70e-03, dT:0.0057, rT:1.0982 +24-08-09 12:31:51.715 : Checkpoint saved 148000 +24-08-09 12:31:52.553 : Iter 148000 | Dataset Set5 | AVG Val PSNR: 31.057555 +24-08-09 12:31:56.456 : Iter 148000 | Dataset Set14 | AVG Val PSNR: 27.922001 +24-08-09 12:33:54.205 : ../models/spf_lut_x4 | Iter:148100, Sample:4739200, GPixel:2.68e-03, dT:0.0035, rT:1.0952 +24-08-09 12:35:51.964 : ../models/spf_lut_x4 | Iter:148200, Sample:4742400, GPixel:2.77e-03, dT:0.0036, rT:1.0953 +24-08-09 12:37:49.664 : ../models/spf_lut_x4 | Iter:148300, Sample:4745600, GPixel:2.80e-03, dT:0.0036, rT:1.0942 +24-08-09 12:39:47.875 : ../models/spf_lut_x4 | Iter:148400, Sample:4748800, GPixel:2.69e-03, dT:0.0049, rT:1.0958 +24-08-09 12:41:45.619 : ../models/spf_lut_x4 | Iter:148500, Sample:4752000, GPixel:2.80e-03, dT:0.0038, rT:1.0928 +24-08-09 12:43:43.431 : ../models/spf_lut_x4 | Iter:148600, Sample:4755200, GPixel:2.73e-03, dT:0.0035, rT:1.0912 +24-08-09 12:45:41.177 : ../models/spf_lut_x4 | Iter:148700, Sample:4758400, GPixel:2.73e-03, dT:0.0039, rT:1.0951 +24-08-09 12:47:39.547 : ../models/spf_lut_x4 | Iter:148800, Sample:4761600, GPixel:2.72e-03, dT:0.0059, rT:1.0969 +24-08-09 12:49:37.295 : ../models/spf_lut_x4 | Iter:148900, Sample:4764800, GPixel:2.62e-03, dT:0.0037, rT:1.0954 +24-08-09 12:51:35.040 : ../models/spf_lut_x4 | Iter:149000, Sample:4768000, GPixel:2.77e-03, dT:0.0037, rT:1.0944 +24-08-09 12:53:33.108 : ../models/spf_lut_x4 | Iter:149100, Sample:4771200, GPixel:2.62e-03, dT:0.0046, rT:1.0955 +24-08-09 12:55:31.163 : ../models/spf_lut_x4 | Iter:149200, Sample:4774400, GPixel:2.63e-03, dT:0.0047, rT:1.0954 +24-08-09 12:57:28.892 : ../models/spf_lut_x4 | Iter:149300, Sample:4777600, GPixel:2.66e-03, dT:0.0037, rT:1.0943 +24-08-09 12:59:26.640 : ../models/spf_lut_x4 | Iter:149400, Sample:4780800, GPixel:2.73e-03, dT:0.0037, rT:1.0930 +24-08-09 13:01:25.258 : ../models/spf_lut_x4 | Iter:149500, Sample:4784000, GPixel:2.79e-03, dT:0.0049, rT:1.1012 +24-08-09 13:03:23.120 : ../models/spf_lut_x4 | Iter:149600, Sample:4787200, GPixel:2.92e-03, dT:0.0039, rT:1.0952 +24-08-09 13:05:20.993 : ../models/spf_lut_x4 | Iter:149700, Sample:4790400, GPixel:2.59e-03, dT:0.0036, rT:1.0961 +24-08-09 13:07:18.720 : ../models/spf_lut_x4 | Iter:149800, Sample:4793600, GPixel:2.67e-03, dT:0.0037, rT:1.0943 +24-08-09 13:09:17.580 : ../models/spf_lut_x4 | Iter:149900, Sample:4796800, GPixel:2.61e-03, dT:0.0061, rT:1.1023 +24-08-09 13:11:15.360 : ../models/spf_lut_x4 | Iter:150000, Sample:4800000, GPixel:2.74e-03, dT:0.0037, rT:1.0941 +24-08-09 13:11:15.476 : Checkpoint saved 150000 +24-08-09 13:11:16.300 : Iter 150000 | Dataset Set5 | AVG Val PSNR: 31.062601 +24-08-09 13:11:20.193 : Iter 150000 | Dataset Set14 | AVG Val PSNR: 27.927361 +24-08-09 13:13:17.889 : ../models/spf_lut_x4 | Iter:150100, Sample:4803200, GPixel:2.69e-03, dT:0.0037, rT:1.0943 +24-08-09 13:15:15.591 : ../models/spf_lut_x4 | Iter:150200, Sample:4806400, GPixel:2.73e-03, dT:0.0036, rT:1.0944 +24-08-09 13:17:13.909 : ../models/spf_lut_x4 | Iter:150300, Sample:4809600, GPixel:2.77e-03, dT:0.0051, rT:1.0969 +24-08-09 13:19:11.684 : ../models/spf_lut_x4 | Iter:150400, Sample:4812800, GPixel:2.64e-03, dT:0.0038, rT:1.0948 +24-08-09 13:21:09.376 : ../models/spf_lut_x4 | Iter:150500, Sample:4816000, GPixel:2.65e-03, dT:0.0036, rT:1.0944 +24-08-09 13:23:07.077 : ../models/spf_lut_x4 | Iter:150600, Sample:4819200, GPixel:2.59e-03, dT:0.0035, rT:1.0920 +24-08-09 13:25:05.768 : ../models/spf_lut_x4 | Iter:150700, Sample:4822400, GPixel:2.71e-03, dT:0.0064, rT:1.0985 +24-08-09 13:27:03.664 : ../models/spf_lut_x4 | Iter:150800, Sample:4825600, GPixel:2.76e-03, dT:0.0036, rT:1.0962 +24-08-09 13:29:01.396 : ../models/spf_lut_x4 | Iter:150900, Sample:4828800, GPixel:2.64e-03, dT:0.0036, rT:1.0949 +24-08-09 13:30:59.107 : ../models/spf_lut_x4 | Iter:151000, Sample:4832000, GPixel:2.66e-03, dT:0.0036, rT:1.0953 +24-08-09 13:32:57.821 : ../models/spf_lut_x4 | Iter:151100, Sample:4835200, GPixel:2.69e-03, dT:0.0052, rT:1.1008 +24-08-09 13:34:55.565 : ../models/spf_lut_x4 | Iter:151200, Sample:4838400, GPixel:2.59e-03, dT:0.0036, rT:1.0948 +24-08-09 13:36:53.307 : ../models/spf_lut_x4 | Iter:151300, Sample:4841600, GPixel:2.75e-03, dT:0.0037, rT:1.0949 +24-08-09 13:38:51.010 : ../models/spf_lut_x4 | Iter:151400, Sample:4844800, GPixel:2.67e-03, dT:0.0036, rT:1.0945 +24-08-09 13:40:49.601 : ../models/spf_lut_x4 | Iter:151500, Sample:4848000, GPixel:2.60e-03, dT:0.0051, rT:1.0995 +24-08-09 13:42:47.316 : ../models/spf_lut_x4 | Iter:151600, Sample:4851200, GPixel:2.73e-03, dT:0.0035, rT:1.0948 +24-08-09 13:44:45.012 : ../models/spf_lut_x4 | Iter:151700, Sample:4854400, GPixel:2.67e-03, dT:0.0035, rT:1.0945 +24-08-09 13:46:42.728 : ../models/spf_lut_x4 | Iter:151800, Sample:4857600, GPixel:2.69e-03, dT:0.0036, rT:1.0951 +24-08-09 13:48:41.180 : ../models/spf_lut_x4 | Iter:151900, Sample:4860800, GPixel:2.70e-03, dT:0.0049, rT:1.0988 +24-08-09 13:50:39.018 : ../models/spf_lut_x4 | Iter:152000, Sample:4864000, GPixel:2.63e-03, dT:0.0036, rT:1.0961 +24-08-09 13:50:39.138 : Checkpoint saved 152000 +24-08-09 13:50:39.975 : Iter 152000 | Dataset Set5 | AVG Val PSNR: 31.072840 +24-08-09 13:50:43.865 : Iter 152000 | Dataset Set14 | AVG Val PSNR: 27.918448 +24-08-09 13:52:41.523 : ../models/spf_lut_x4 | Iter:152100, Sample:4867200, GPixel:2.65e-03, dT:0.0035, rT:1.0942 +24-08-09 13:54:39.857 : ../models/spf_lut_x4 | Iter:152200, Sample:4870400, GPixel:2.75e-03, dT:0.0053, rT:1.0975 +24-08-09 13:56:37.815 : ../models/spf_lut_x4 | Iter:152300, Sample:4873600, GPixel:2.73e-03, dT:0.0039, rT:1.0957 +24-08-09 13:58:35.514 : ../models/spf_lut_x4 | Iter:152400, Sample:4876800, GPixel:2.67e-03, dT:0.0035, rT:1.0905 +24-08-09 14:00:33.175 : ../models/spf_lut_x4 | Iter:152500, Sample:4880000, GPixel:2.65e-03, dT:0.0034, rT:1.0879 +24-08-09 14:02:31.827 : ../models/spf_lut_x4 | Iter:152600, Sample:4883200, GPixel:2.73e-03, dT:0.0061, rT:1.0990 +24-08-09 14:04:29.622 : ../models/spf_lut_x4 | Iter:152700, Sample:4886400, GPixel:2.70e-03, dT:0.0037, rT:1.0947 +24-08-09 14:06:27.356 : ../models/spf_lut_x4 | Iter:152800, Sample:4889600, GPixel:2.63e-03, dT:0.0036, rT:1.0936 +24-08-09 14:08:25.058 : ../models/spf_lut_x4 | Iter:152900, Sample:4892800, GPixel:2.68e-03, dT:0.0036, rT:1.0950 +24-08-09 14:10:23.604 : ../models/spf_lut_x4 | Iter:153000, Sample:4896000, GPixel:2.63e-03, dT:0.0049, rT:1.0983 +24-08-09 14:12:21.442 : ../models/spf_lut_x4 | Iter:153100, Sample:4899200, GPixel:2.81e-03, dT:0.0035, rT:1.0960 +24-08-09 14:14:19.205 : ../models/spf_lut_x4 | Iter:153200, Sample:4902400, GPixel:2.76e-03, dT:0.0040, rT:1.0944 +24-08-09 14:16:16.915 : ../models/spf_lut_x4 | Iter:153300, Sample:4905600, GPixel:2.71e-03, dT:0.0035, rT:1.0949 +24-08-09 14:18:15.830 : ../models/spf_lut_x4 | Iter:153400, Sample:4908800, GPixel:2.67e-03, dT:0.0060, rT:1.1018 +24-08-09 14:20:13.566 : ../models/spf_lut_x4 | Iter:153500, Sample:4912000, GPixel:2.63e-03, dT:0.0036, rT:1.0911 +24-08-09 14:22:11.294 : ../models/spf_lut_x4 | Iter:153600, Sample:4915200, GPixel:2.79e-03, dT:0.0037, rT:1.0950 +24-08-09 14:24:08.994 : ../models/spf_lut_x4 | Iter:153700, Sample:4918400, GPixel:2.78e-03, dT:0.0036, rT:1.0944 +24-08-09 14:26:07.602 : ../models/spf_lut_x4 | Iter:153800, Sample:4921600, GPixel:2.65e-03, dT:0.0052, rT:1.0994 +24-08-09 14:28:05.330 : ../models/spf_lut_x4 | Iter:153900, Sample:4924800, GPixel:2.69e-03, dT:0.0035, rT:1.0948 +24-08-09 14:30:03.023 : ../models/spf_lut_x4 | Iter:154000, Sample:4928000, GPixel:2.66e-03, dT:0.0035, rT:1.0939 +24-08-09 14:30:03.140 : Checkpoint saved 154000 +24-08-09 14:30:03.963 : Iter 154000 | Dataset Set5 | AVG Val PSNR: 31.073764 +24-08-09 14:30:07.847 : Iter 154000 | Dataset Set14 | AVG Val PSNR: 27.926536 +24-08-09 14:32:05.608 : ../models/spf_lut_x4 | Iter:154100, Sample:4931200, GPixel:2.60e-03, dT:0.0036, rT:1.0954 +24-08-09 14:34:04.244 : ../models/spf_lut_x4 | Iter:154200, Sample:4934400, GPixel:2.73e-03, dT:0.0052, rT:1.1003 +24-08-09 14:36:01.953 : ../models/spf_lut_x4 | Iter:154300, Sample:4937600, GPixel:2.58e-03, dT:0.0036, rT:1.0939 +24-08-09 14:37:59.637 : ../models/spf_lut_x4 | Iter:154400, Sample:4940800, GPixel:2.77e-03, dT:0.0035, rT:1.0933 +24-08-09 14:39:57.342 : ../models/spf_lut_x4 | Iter:154500, Sample:4944000, GPixel:2.75e-03, dT:0.0035, rT:1.0948 +24-08-09 14:41:56.091 : ../models/spf_lut_x4 | Iter:154600, Sample:4947200, GPixel:2.69e-03, dT:0.0058, rT:1.0975 +24-08-09 14:43:53.833 : ../models/spf_lut_x4 | Iter:154700, Sample:4950400, GPixel:2.68e-03, dT:0.0037, rT:1.0938 +24-08-09 14:45:51.537 : ../models/spf_lut_x4 | Iter:154800, Sample:4953600, GPixel:2.64e-03, dT:0.0035, rT:1.0911 +24-08-09 14:47:49.408 : ../models/spf_lut_x4 | Iter:154900, Sample:4956800, GPixel:2.63e-03, dT:0.0039, rT:1.0952 +24-08-09 14:49:47.644 : ../models/spf_lut_x4 | Iter:155000, Sample:4960000, GPixel:2.73e-03, dT:0.0048, rT:1.0945 +24-08-09 14:51:45.342 : ../models/spf_lut_x4 | Iter:155100, Sample:4963200, GPixel:2.72e-03, dT:0.0035, rT:1.0939 +24-08-09 14:53:43.052 : ../models/spf_lut_x4 | Iter:155200, Sample:4966400, GPixel:2.59e-03, dT:0.0039, rT:1.0940 +24-08-09 14:55:41.720 : ../models/spf_lut_x4 | Iter:155300, Sample:4969600, GPixel:2.66e-03, dT:0.0051, rT:1.1015 +24-08-09 14:57:39.689 : ../models/spf_lut_x4 | Iter:155400, Sample:4972800, GPixel:2.70e-03, dT:0.0040, rT:1.0956 +24-08-09 14:59:37.381 : ../models/spf_lut_x4 | Iter:155500, Sample:4976000, GPixel:2.71e-03, dT:0.0035, rT:1.0883 +24-08-09 15:01:35.048 : ../models/spf_lut_x4 | Iter:155600, Sample:4979200, GPixel:2.62e-03, dT:0.0036, rT:1.0938 +24-08-09 15:03:33.553 : ../models/spf_lut_x4 | Iter:155700, Sample:4982400, GPixel:2.77e-03, dT:0.0057, rT:1.0973 +24-08-09 15:05:31.312 : ../models/spf_lut_x4 | Iter:155800, Sample:4985600, GPixel:2.69e-03, dT:0.0038, rT:1.0951 +24-08-09 15:07:29.032 : ../models/spf_lut_x4 | Iter:155900, Sample:4988800, GPixel:2.61e-03, dT:0.0036, rT:1.0947 +24-08-09 15:09:26.792 : ../models/spf_lut_x4 | Iter:156000, Sample:4992000, GPixel:2.66e-03, dT:0.0040, rT:1.0945 +24-08-09 15:09:26.912 : Checkpoint saved 156000 +24-08-09 15:09:27.740 : Iter 156000 | Dataset Set5 | AVG Val PSNR: 31.078064 +24-08-09 15:09:31.390 : Iter 156000 | Dataset Set14 | AVG Val PSNR: 27.927121 +24-08-09 15:11:30.186 : ../models/spf_lut_x4 | Iter:156100, Sample:4995200, GPixel:2.62e-03, dT:0.0057, rT:1.1002 +24-08-09 15:13:27.864 : ../models/spf_lut_x4 | Iter:156200, Sample:4998400, GPixel:2.73e-03, dT:0.0035, rT:1.0945 +24-08-09 15:15:25.577 : ../models/spf_lut_x4 | Iter:156300, Sample:5001600, GPixel:2.72e-03, dT:0.0036, rT:1.0942 +24-08-09 15:17:23.400 : ../models/spf_lut_x4 | Iter:156400, Sample:5004800, GPixel:2.66e-03, dT:0.0038, rT:1.0959 +24-08-09 15:19:22.275 : ../models/spf_lut_x4 | Iter:156500, Sample:5008000, GPixel:2.78e-03, dT:0.0050, rT:1.1006 +24-08-09 15:21:20.077 : ../models/spf_lut_x4 | Iter:156600, Sample:5011200, GPixel:2.80e-03, dT:0.0037, rT:1.0954 +24-08-09 15:23:17.863 : ../models/spf_lut_x4 | Iter:156700, Sample:5014400, GPixel:2.74e-03, dT:0.0038, rT:1.0952 +24-08-09 15:25:15.546 : ../models/spf_lut_x4 | Iter:156800, Sample:5017600, GPixel:2.79e-03, dT:0.0034, rT:1.0951 +24-08-09 15:27:13.981 : ../models/spf_lut_x4 | Iter:156900, Sample:5020800, GPixel:2.66e-03, dT:0.0049, rT:1.0965 +24-08-09 15:29:11.694 : ../models/spf_lut_x4 | Iter:157000, Sample:5024000, GPixel:2.78e-03, dT:0.0036, rT:1.0919 +24-08-09 15:31:09.401 : ../models/spf_lut_x4 | Iter:157100, Sample:5027200, GPixel:2.69e-03, dT:0.0036, rT:1.0940 +24-08-09 15:33:07.078 : ../models/spf_lut_x4 | Iter:157200, Sample:5030400, GPixel:2.55e-03, dT:0.0036, rT:1.0947 +24-08-09 15:35:05.485 : ../models/spf_lut_x4 | Iter:157300, Sample:5033600, GPixel:2.71e-03, dT:0.0048, rT:1.0981 +24-08-09 15:37:03.216 : ../models/spf_lut_x4 | Iter:157400, Sample:5036800, GPixel:2.67e-03, dT:0.0037, rT:1.0948 +24-08-09 15:39:01.084 : ../models/spf_lut_x4 | Iter:157500, Sample:5040000, GPixel:2.60e-03, dT:0.0036, rT:1.0962 +24-08-09 15:40:58.807 : ../models/spf_lut_x4 | Iter:157600, Sample:5043200, GPixel:2.65e-03, dT:0.0036, rT:1.0947 +24-08-09 15:42:57.343 : ../models/spf_lut_x4 | Iter:157700, Sample:5046400, GPixel:2.70e-03, dT:0.0056, rT:1.0984 +24-08-09 15:44:55.067 : ../models/spf_lut_x4 | Iter:157800, Sample:5049600, GPixel:2.60e-03, dT:0.0035, rT:1.0949 +24-08-09 15:46:52.788 : ../models/spf_lut_x4 | Iter:157900, Sample:5052800, GPixel:2.74e-03, dT:0.0037, rT:1.0942 +24-08-09 15:48:50.931 : ../models/spf_lut_x4 | Iter:158000, Sample:5056000, GPixel:2.69e-03, dT:0.0048, rT:1.0964 +24-08-09 15:48:51.081 : Checkpoint saved 158000 +24-08-09 15:48:52.455 : Iter 158000 | Dataset Set5 | AVG Val PSNR: 31.061560 +24-08-09 15:48:58.085 : Iter 158000 | Dataset Set14 | AVG Val PSNR: 27.925643 +24-08-09 15:50:56.064 : ../models/spf_lut_x4 | Iter:158100, Sample:5059200, GPixel:2.66e-03, dT:0.0045, rT:1.0957 +24-08-09 15:52:53.766 : ../models/spf_lut_x4 | Iter:158200, Sample:5062400, GPixel:2.78e-03, dT:0.0035, rT:1.0911 +24-08-09 15:54:51.416 : ../models/spf_lut_x4 | Iter:158300, Sample:5065600, GPixel:2.70e-03, dT:0.0034, rT:1.0873 +24-08-09 15:56:49.812 : ../models/spf_lut_x4 | Iter:158400, Sample:5068800, GPixel:2.75e-03, dT:0.0054, rT:1.0935 +24-08-09 15:58:47.530 : ../models/spf_lut_x4 | Iter:158500, Sample:5072000, GPixel:2.65e-03, dT:0.0037, rT:1.0933 +24-08-09 16:00:45.381 : ../models/spf_lut_x4 | Iter:158600, Sample:5075200, GPixel:2.68e-03, dT:0.0037, rT:1.0956 +24-08-09 16:02:43.050 : ../models/spf_lut_x4 | Iter:158700, Sample:5078400, GPixel:2.68e-03, dT:0.0036, rT:1.0943 +24-08-09 16:04:41.869 : ../models/spf_lut_x4 | Iter:158800, Sample:5081600, GPixel:2.69e-03, dT:0.0060, rT:1.0993 +24-08-09 16:06:39.591 : ../models/spf_lut_x4 | Iter:158900, Sample:5084800, GPixel:2.77e-03, dT:0.0035, rT:1.0948 +24-08-09 16:08:37.351 : ../models/spf_lut_x4 | Iter:159000, Sample:5088000, GPixel:2.73e-03, dT:0.0035, rT:1.0949 +24-08-09 16:10:35.069 : ../models/spf_lut_x4 | Iter:159100, Sample:5091200, GPixel:2.93e-03, dT:0.0035, rT:1.0908 +24-08-09 16:12:33.832 : ../models/spf_lut_x4 | Iter:159200, Sample:5094400, GPixel:2.61e-03, dT:0.0056, rT:1.0966 +24-08-09 16:14:31.550 : ../models/spf_lut_x4 | Iter:159300, Sample:5097600, GPixel:2.69e-03, dT:0.0036, rT:1.0950 +24-08-09 16:16:29.289 : ../models/spf_lut_x4 | Iter:159400, Sample:5100800, GPixel:2.64e-03, dT:0.0037, rT:1.0944 +24-08-09 16:18:26.967 : ../models/spf_lut_x4 | Iter:159500, Sample:5104000, GPixel:2.67e-03, dT:0.0036, rT:1.0943 +24-08-09 16:20:25.641 : ../models/spf_lut_x4 | Iter:159600, Sample:5107200, GPixel:2.66e-03, dT:0.0053, rT:1.1008 +24-08-09 16:22:23.500 : ../models/spf_lut_x4 | Iter:159700, Sample:5110400, GPixel:2.64e-03, dT:0.0036, rT:1.0956 +24-08-09 16:24:21.250 : ../models/spf_lut_x4 | Iter:159800, Sample:5113600, GPixel:2.82e-03, dT:0.0040, rT:1.0944 +24-08-09 16:26:18.921 : ../models/spf_lut_x4 | Iter:159900, Sample:5116800, GPixel:2.82e-03, dT:0.0036, rT:1.0939 +24-08-09 16:28:17.576 : ../models/spf_lut_x4 | Iter:160000, Sample:5120000, GPixel:2.71e-03, dT:0.0055, rT:1.0996 +24-08-09 16:28:17.694 : Checkpoint saved 160000 +24-08-09 16:28:18.517 : Iter 160000 | Dataset Set5 | AVG Val PSNR: 31.065605 +24-08-09 16:28:22.415 : Iter 160000 | Dataset Set14 | AVG Val PSNR: 27.928940 +24-08-09 16:30:20.112 : ../models/spf_lut_x4 | Iter:160100, Sample:5123200, GPixel:2.66e-03, dT:0.0036, rT:1.0941 +24-08-09 16:32:17.811 : ../models/spf_lut_x4 | Iter:160200, Sample:5126400, GPixel:2.72e-03, dT:0.0037, rT:1.0943 +24-08-09 16:34:15.503 : ../models/spf_lut_x4 | Iter:160300, Sample:5129600, GPixel:2.67e-03, dT:0.0036, rT:1.0940 +24-08-09 16:36:14.086 : ../models/spf_lut_x4 | Iter:160400, Sample:5132800, GPixel:2.71e-03, dT:0.0051, rT:1.0989 +24-08-09 16:38:11.829 : ../models/spf_lut_x4 | Iter:160500, Sample:5136000, GPixel:2.74e-03, dT:0.0037, rT:1.0944 +24-08-09 16:40:09.583 : ../models/spf_lut_x4 | Iter:160600, Sample:5139200, GPixel:2.74e-03, dT:0.0036, rT:1.0951 +24-08-09 16:42:07.679 : ../models/spf_lut_x4 | Iter:160700, Sample:5142400, GPixel:2.74e-03, dT:0.0042, rT:1.0978 +24-08-09 16:44:06.283 : ../models/spf_lut_x4 | Iter:160800, Sample:5145600, GPixel:2.73e-03, dT:0.0046, rT:1.1000 +24-08-09 16:46:04.011 : ../models/spf_lut_x4 | Iter:160900, Sample:5148800, GPixel:2.58e-03, dT:0.0036, rT:1.0946 +24-08-09 16:48:01.750 : ../models/spf_lut_x4 | Iter:161000, Sample:5152000, GPixel:2.68e-03, dT:0.0039, rT:1.0946 +24-08-09 16:50:00.104 : ../models/spf_lut_x4 | Iter:161100, Sample:5155200, GPixel:2.71e-03, dT:0.0051, rT:1.0975 +24-08-09 16:51:58.044 : ../models/spf_lut_x4 | Iter:161200, Sample:5158400, GPixel:2.82e-03, dT:0.0040, rT:1.0940 +24-08-09 16:53:55.742 : ../models/spf_lut_x4 | Iter:161300, Sample:5161600, GPixel:2.59e-03, dT:0.0035, rT:1.0940 +24-08-09 16:55:53.419 : ../models/spf_lut_x4 | Iter:161400, Sample:5164800, GPixel:2.74e-03, dT:0.0036, rT:1.0937 +24-08-09 16:57:52.061 : ../models/spf_lut_x4 | Iter:161500, Sample:5168000, GPixel:2.58e-03, dT:0.0057, rT:1.0995 +24-08-09 16:59:49.780 : ../models/spf_lut_x4 | Iter:161600, Sample:5171200, GPixel:2.69e-03, dT:0.0036, rT:1.0914 +24-08-09 17:01:47.487 : ../models/spf_lut_x4 | Iter:161700, Sample:5174400, GPixel:2.63e-03, dT:0.0036, rT:1.0925 +24-08-09 17:03:45.178 : ../models/spf_lut_x4 | Iter:161800, Sample:5177600, GPixel:2.65e-03, dT:0.0037, rT:1.0938 +24-08-09 17:05:44.009 : ../models/spf_lut_x4 | Iter:161900, Sample:5180800, GPixel:2.64e-03, dT:0.0067, rT:1.0992 +24-08-09 17:07:41.890 : ../models/spf_lut_x4 | Iter:162000, Sample:5184000, GPixel:2.85e-03, dT:0.0039, rT:1.0963 +24-08-09 17:07:42.006 : Checkpoint saved 162000 +24-08-09 17:07:42.834 : Iter 162000 | Dataset Set5 | AVG Val PSNR: 31.075181 +24-08-09 17:07:46.717 : Iter 162000 | Dataset Set14 | AVG Val PSNR: 27.929865 +24-08-09 17:09:44.400 : ../models/spf_lut_x4 | Iter:162100, Sample:5187200, GPixel:2.67e-03, dT:0.0037, rT:1.0921 +24-08-09 17:11:42.081 : ../models/spf_lut_x4 | Iter:162200, Sample:5190400, GPixel:2.55e-03, dT:0.0036, rT:1.0921 +24-08-09 17:13:40.492 : ../models/spf_lut_x4 | Iter:162300, Sample:5193600, GPixel:2.74e-03, dT:0.0056, rT:1.0975 +24-08-09 17:15:38.213 : ../models/spf_lut_x4 | Iter:162400, Sample:5196800, GPixel:2.74e-03, dT:0.0036, rT:1.0951 +24-08-09 17:17:35.933 : ../models/spf_lut_x4 | Iter:162500, Sample:5200000, GPixel:2.66e-03, dT:0.0036, rT:1.0943 +24-08-09 17:19:33.590 : ../models/spf_lut_x4 | Iter:162600, Sample:5203200, GPixel:2.60e-03, dT:0.0035, rT:1.0937 +24-08-09 17:21:32.520 : ../models/spf_lut_x4 | Iter:162700, Sample:5206400, GPixel:2.60e-03, dT:0.0061, rT:1.1018 +24-08-09 17:23:30.220 : ../models/spf_lut_x4 | Iter:162800, Sample:5209600, GPixel:2.67e-03, dT:0.0036, rT:1.0927 +24-08-09 17:25:27.933 : ../models/spf_lut_x4 | Iter:162900, Sample:5212800, GPixel:2.67e-03, dT:0.0037, rT:1.0950 +24-08-09 17:27:25.609 : ../models/spf_lut_x4 | Iter:163000, Sample:5216000, GPixel:2.58e-03, dT:0.0036, rT:1.0937 +24-08-09 17:29:24.889 : ../models/spf_lut_x4 | Iter:163100, Sample:5219200, GPixel:2.68e-03, dT:0.0067, rT:1.1037 +24-08-09 17:31:22.599 : ../models/spf_lut_x4 | Iter:163200, Sample:5222400, GPixel:2.71e-03, dT:0.0034, rT:1.0950 +24-08-09 17:33:20.273 : ../models/spf_lut_x4 | Iter:163300, Sample:5225600, GPixel:2.78e-03, dT:0.0035, rT:1.0930 +24-08-09 17:35:17.934 : ../models/spf_lut_x4 | Iter:163400, Sample:5228800, GPixel:2.67e-03, dT:0.0036, rT:1.0924 +24-08-09 17:37:16.593 : ../models/spf_lut_x4 | Iter:163500, Sample:5232000, GPixel:2.68e-03, dT:0.0055, rT:1.0997 +24-08-09 17:39:14.326 : ../models/spf_lut_x4 | Iter:163600, Sample:5235200, GPixel:2.78e-03, dT:0.0036, rT:1.0947 +24-08-09 17:41:12.012 : ../models/spf_lut_x4 | Iter:163700, Sample:5238400, GPixel:2.72e-03, dT:0.0035, rT:1.0935 +24-08-09 17:43:09.983 : ../models/spf_lut_x4 | Iter:163800, Sample:5241600, GPixel:2.73e-03, dT:0.0042, rT:1.0950 +24-08-09 17:45:08.414 : ../models/spf_lut_x4 | Iter:163900, Sample:5244800, GPixel:2.81e-03, dT:0.0059, rT:1.0972 +24-08-09 17:47:06.139 : ../models/spf_lut_x4 | Iter:164000, Sample:5248000, GPixel:2.73e-03, dT:0.0036, rT:1.0941 +24-08-09 17:47:06.257 : Checkpoint saved 164000 +24-08-09 17:47:07.077 : Iter 164000 | Dataset Set5 | AVG Val PSNR: 31.077588 +24-08-09 17:47:10.947 : Iter 164000 | Dataset Set14 | AVG Val PSNR: 27.928280 +24-08-09 17:49:08.742 : ../models/spf_lut_x4 | Iter:164100, Sample:5251200, GPixel:2.67e-03, dT:0.0036, rT:1.0958 +24-08-09 17:51:07.222 : ../models/spf_lut_x4 | Iter:164200, Sample:5254400, GPixel:2.62e-03, dT:0.0056, rT:1.0986 +24-08-09 17:53:04.934 : ../models/spf_lut_x4 | Iter:164300, Sample:5257600, GPixel:2.68e-03, dT:0.0037, rT:1.0940 +24-08-09 17:55:02.663 : ../models/spf_lut_x4 | Iter:164400, Sample:5260800, GPixel:2.76e-03, dT:0.0036, rT:1.0940 +24-08-09 17:57:00.365 : ../models/spf_lut_x4 | Iter:164500, Sample:5264000, GPixel:2.68e-03, dT:0.0037, rT:1.0936 +24-08-09 17:58:58.834 : ../models/spf_lut_x4 | Iter:164600, Sample:5267200, GPixel:2.55e-03, dT:0.0061, rT:1.0979 +24-08-09 18:00:56.512 : ../models/spf_lut_x4 | Iter:164700, Sample:5270400, GPixel:2.55e-03, dT:0.0035, rT:1.0947 +24-08-09 18:02:54.205 : ../models/spf_lut_x4 | Iter:164800, Sample:5273600, GPixel:2.78e-03, dT:0.0036, rT:1.0950 +24-08-09 18:04:51.894 : ../models/spf_lut_x4 | Iter:164900, Sample:5276800, GPixel:2.71e-03, dT:0.0037, rT:1.0944 +24-08-09 18:06:50.442 : ../models/spf_lut_x4 | Iter:165000, Sample:5280000, GPixel:2.62e-03, dT:0.0053, rT:1.0994 +24-08-09 18:08:48.244 : ../models/spf_lut_x4 | Iter:165100, Sample:5283200, GPixel:2.65e-03, dT:0.0038, rT:1.0960 +24-08-09 18:10:45.994 : ../models/spf_lut_x4 | Iter:165200, Sample:5286400, GPixel:2.79e-03, dT:0.0036, rT:1.0948 +24-08-09 18:12:43.818 : ../models/spf_lut_x4 | Iter:165300, Sample:5289600, GPixel:2.70e-03, dT:0.0036, rT:1.0952 +24-08-09 18:14:42.357 : ../models/spf_lut_x4 | Iter:165400, Sample:5292800, GPixel:2.71e-03, dT:0.0060, rT:1.0977 +24-08-09 18:16:40.088 : ../models/spf_lut_x4 | Iter:165500, Sample:5296000, GPixel:2.77e-03, dT:0.0036, rT:1.0942 +24-08-09 18:18:37.787 : ../models/spf_lut_x4 | Iter:165600, Sample:5299200, GPixel:2.73e-03, dT:0.0035, rT:1.0944 +24-08-09 18:20:35.498 : ../models/spf_lut_x4 | Iter:165700, Sample:5302400, GPixel:2.66e-03, dT:0.0037, rT:1.0950 +24-08-09 18:22:34.150 : ../models/spf_lut_x4 | Iter:165800, Sample:5305600, GPixel:2.69e-03, dT:0.0055, rT:1.0970 +24-08-09 18:24:31.839 : ../models/spf_lut_x4 | Iter:165900, Sample:5308800, GPixel:2.60e-03, dT:0.0035, rT:1.0894 +24-08-09 18:26:29.521 : ../models/spf_lut_x4 | Iter:166000, Sample:5312000, GPixel:2.78e-03, dT:0.0036, rT:1.0938 +24-08-09 18:26:29.638 : Checkpoint saved 166000 +24-08-09 18:26:30.464 : Iter 166000 | Dataset Set5 | AVG Val PSNR: 31.069599 +24-08-09 18:26:34.387 : Iter 166000 | Dataset Set14 | AVG Val PSNR: 27.923911 +24-08-09 18:28:32.026 : ../models/spf_lut_x4 | Iter:166100, Sample:5315200, GPixel:2.59e-03, dT:0.0036, rT:1.0939 +24-08-09 18:30:30.523 : ../models/spf_lut_x4 | Iter:166200, Sample:5318400, GPixel:2.67e-03, dT:0.0047, rT:1.0989 +24-08-09 18:32:28.235 : ../models/spf_lut_x4 | Iter:166300, Sample:5321600, GPixel:2.75e-03, dT:0.0036, rT:1.0942 +24-08-09 18:34:26.075 : ../models/spf_lut_x4 | Iter:166400, Sample:5324800, GPixel:2.65e-03, dT:0.0036, rT:1.0942 +24-08-09 18:36:23.874 : ../models/spf_lut_x4 | Iter:166500, Sample:5328000, GPixel:2.72e-03, dT:0.0038, rT:1.0949 +24-08-09 18:38:22.464 : ../models/spf_lut_x4 | Iter:166600, Sample:5331200, GPixel:2.68e-03, dT:0.0052, rT:1.0992 +24-08-09 18:40:20.177 : ../models/spf_lut_x4 | Iter:166700, Sample:5334400, GPixel:2.66e-03, dT:0.0037, rT:1.0946 +24-08-09 18:42:17.853 : ../models/spf_lut_x4 | Iter:166800, Sample:5337600, GPixel:2.78e-03, dT:0.0035, rT:1.0946 +24-08-09 18:44:16.029 : ../models/spf_lut_x4 | Iter:166900, Sample:5340800, GPixel:2.69e-03, dT:0.0050, rT:1.0968 +24-08-09 18:46:14.075 : ../models/spf_lut_x4 | Iter:167000, Sample:5344000, GPixel:2.73e-03, dT:0.0041, rT:1.0964 +24-08-09 18:48:11.788 : ../models/spf_lut_x4 | Iter:167100, Sample:5347200, GPixel:2.53e-03, dT:0.0035, rT:1.0944 +24-08-09 18:50:09.477 : ../models/spf_lut_x4 | Iter:167200, Sample:5350400, GPixel:2.71e-03, dT:0.0037, rT:1.0946 +24-08-09 18:52:08.207 : ../models/spf_lut_x4 | Iter:167300, Sample:5353600, GPixel:2.65e-03, dT:0.0052, rT:1.0995 +24-08-09 18:54:05.946 : ../models/spf_lut_x4 | Iter:167400, Sample:5356800, GPixel:2.67e-03, dT:0.0037, rT:1.0942 +24-08-09 18:56:03.797 : ../models/spf_lut_x4 | Iter:167500, Sample:5360000, GPixel:2.61e-03, dT:0.0036, rT:1.0955 +24-08-09 18:58:01.477 : ../models/spf_lut_x4 | Iter:167600, Sample:5363200, GPixel:2.67e-03, dT:0.0038, rT:1.0905 +24-08-09 18:59:59.701 : ../models/spf_lut_x4 | Iter:167700, Sample:5366400, GPixel:2.67e-03, dT:0.0048, rT:1.0967 +24-08-09 19:01:57.450 : ../models/spf_lut_x4 | Iter:167800, Sample:5369600, GPixel:2.74e-03, dT:0.0036, rT:1.0946 +24-08-09 19:03:55.210 : ../models/spf_lut_x4 | Iter:167900, Sample:5372800, GPixel:2.67e-03, dT:0.0036, rT:1.0947 +24-08-09 19:05:52.940 : ../models/spf_lut_x4 | Iter:168000, Sample:5376000, GPixel:2.60e-03, dT:0.0036, rT:1.0950 +24-08-09 19:05:53.058 : Checkpoint saved 168000 +24-08-09 19:05:53.885 : Iter 168000 | Dataset Set5 | AVG Val PSNR: 31.076501 +24-08-09 19:05:57.774 : Iter 168000 | Dataset Set14 | AVG Val PSNR: 27.931370 +24-08-09 19:07:56.526 : ../models/spf_lut_x4 | Iter:168100, Sample:5379200, GPixel:2.66e-03, dT:0.0057, rT:1.1006 +24-08-09 19:09:54.236 : ../models/spf_lut_x4 | Iter:168200, Sample:5382400, GPixel:2.67e-03, dT:0.0036, rT:1.0949 +24-08-09 19:11:51.920 : ../models/spf_lut_x4 | Iter:168300, Sample:5385600, GPixel:2.62e-03, dT:0.0035, rT:1.0942 +24-08-09 19:13:49.587 : ../models/spf_lut_x4 | Iter:168400, Sample:5388800, GPixel:2.83e-03, dT:0.0036, rT:1.0937 +24-08-09 19:15:47.915 : ../models/spf_lut_x4 | Iter:168500, Sample:5392000, GPixel:2.65e-03, dT:0.0049, rT:1.0973 +24-08-09 19:17:45.719 : ../models/spf_lut_x4 | Iter:168600, Sample:5395200, GPixel:2.71e-03, dT:0.0034, rT:1.0960 +24-08-09 19:19:43.405 : ../models/spf_lut_x4 | Iter:168700, Sample:5398400, GPixel:2.73e-03, dT:0.0035, rT:1.0944 +24-08-09 19:21:41.111 : ../models/spf_lut_x4 | Iter:168800, Sample:5401600, GPixel:2.73e-03, dT:0.0039, rT:1.0936 +24-08-09 19:23:39.519 : ../models/spf_lut_x4 | Iter:168900, Sample:5404800, GPixel:2.58e-03, dT:0.0055, rT:1.0968 +24-08-09 19:25:37.255 : ../models/spf_lut_x4 | Iter:169000, Sample:5408000, GPixel:2.68e-03, dT:0.0037, rT:1.0941 +24-08-09 19:27:35.022 : ../models/spf_lut_x4 | Iter:169100, Sample:5411200, GPixel:2.76e-03, dT:0.0037, rT:1.0952 +24-08-09 19:29:32.745 : ../models/spf_lut_x4 | Iter:169200, Sample:5414400, GPixel:2.71e-03, dT:0.0036, rT:1.0943 +24-08-09 19:31:31.336 : ../models/spf_lut_x4 | Iter:169300, Sample:5417600, GPixel:2.56e-03, dT:0.0057, rT:1.0954 +24-08-09 19:33:29.044 : ../models/spf_lut_x4 | Iter:169400, Sample:5420800, GPixel:2.77e-03, dT:0.0037, rT:1.0949 +24-08-09 19:35:26.712 : ../models/spf_lut_x4 | Iter:169500, Sample:5424000, GPixel:2.69e-03, dT:0.0035, rT:1.0942 +24-08-09 19:37:24.515 : ../models/spf_lut_x4 | Iter:169600, Sample:5427200, GPixel:2.65e-03, dT:0.0040, rT:1.0944 +24-08-09 19:39:22.944 : ../models/spf_lut_x4 | Iter:169700, Sample:5430400, GPixel:2.70e-03, dT:0.0049, rT:1.0987 +24-08-09 19:41:20.662 : ../models/spf_lut_x4 | Iter:169800, Sample:5433600, GPixel:2.82e-03, dT:0.0036, rT:1.0946 +24-08-09 19:43:18.359 : ../models/spf_lut_x4 | Iter:169900, Sample:5436800, GPixel:2.67e-03, dT:0.0037, rT:1.0941 +24-08-09 19:45:16.871 : ../models/spf_lut_x4 | Iter:170000, Sample:5440000, GPixel:2.68e-03, dT:0.0047, rT:1.0987 +24-08-09 19:45:17.147 : Checkpoint saved 170000 +24-08-09 19:45:18.694 : Iter 170000 | Dataset Set5 | AVG Val PSNR: 31.070068 +24-08-09 19:45:23.719 : Iter 170000 | Dataset Set14 | AVG Val PSNR: 27.928982 +24-08-09 19:47:21.360 : ../models/spf_lut_x4 | Iter:170100, Sample:5443200, GPixel:2.64e-03, dT:0.0036, rT:1.0931 +24-08-09 19:49:19.072 : ../models/spf_lut_x4 | Iter:170200, Sample:5446400, GPixel:2.64e-03, dT:0.0036, rT:1.0945 +24-08-09 19:51:16.739 : ../models/spf_lut_x4 | Iter:170300, Sample:5449600, GPixel:2.68e-03, dT:0.0036, rT:1.0947 +24-08-09 19:53:15.355 : ../models/spf_lut_x4 | Iter:170400, Sample:5452800, GPixel:2.69e-03, dT:0.0060, rT:1.0989 +24-08-09 19:55:13.058 : ../models/spf_lut_x4 | Iter:170500, Sample:5456000, GPixel:2.68e-03, dT:0.0035, rT:1.0908 +24-08-09 19:57:10.794 : ../models/spf_lut_x4 | Iter:170600, Sample:5459200, GPixel:2.65e-03, dT:0.0037, rT:1.0917 +24-08-09 19:59:08.463 : ../models/spf_lut_x4 | Iter:170700, Sample:5462400, GPixel:2.75e-03, dT:0.0035, rT:1.0943 +24-08-09 20:01:07.218 : ../models/spf_lut_x4 | Iter:170800, Sample:5465600, GPixel:2.59e-03, dT:0.0066, rT:1.0985 +24-08-09 20:03:04.917 : ../models/spf_lut_x4 | Iter:170900, Sample:5468800, GPixel:2.74e-03, dT:0.0037, rT:1.0945 +24-08-09 20:05:02.579 : ../models/spf_lut_x4 | Iter:171000, Sample:5472000, GPixel:2.75e-03, dT:0.0035, rT:1.0947 +24-08-09 20:07:00.241 : ../models/spf_lut_x4 | Iter:171100, Sample:5475200, GPixel:2.66e-03, dT:0.0036, rT:1.0939 +24-08-09 20:08:58.746 : ../models/spf_lut_x4 | Iter:171200, Sample:5478400, GPixel:2.72e-03, dT:0.0059, rT:1.0978 +24-08-09 20:10:56.429 : ../models/spf_lut_x4 | Iter:171300, Sample:5481600, GPixel:2.73e-03, dT:0.0036, rT:1.0944 +24-08-09 20:12:54.105 : ../models/spf_lut_x4 | Iter:171400, Sample:5484800, GPixel:2.72e-03, dT:0.0036, rT:1.0947 +24-08-09 20:14:51.757 : ../models/spf_lut_x4 | Iter:171500, Sample:5488000, GPixel:2.69e-03, dT:0.0036, rT:1.0937 +24-08-09 20:16:50.489 : ../models/spf_lut_x4 | Iter:171600, Sample:5491200, GPixel:2.68e-03, dT:0.0058, rT:1.1002 +24-08-09 20:18:48.224 : ../models/spf_lut_x4 | Iter:171700, Sample:5494400, GPixel:2.69e-03, dT:0.0035, rT:1.0954 +24-08-09 20:20:45.938 : ../models/spf_lut_x4 | Iter:171800, Sample:5497600, GPixel:2.65e-03, dT:0.0036, rT:1.0946 +24-08-09 20:22:43.616 : ../models/spf_lut_x4 | Iter:171900, Sample:5500800, GPixel:2.68e-03, dT:0.0035, rT:1.0929 +24-08-09 20:24:42.499 : ../models/spf_lut_x4 | Iter:172000, Sample:5504000, GPixel:2.61e-03, dT:0.0061, rT:1.1015 +24-08-09 20:24:42.617 : Checkpoint saved 172000 +24-08-09 20:24:43.461 : Iter 172000 | Dataset Set5 | AVG Val PSNR: 31.060733 +24-08-09 20:24:47.274 : Iter 172000 | Dataset Set14 | AVG Val PSNR: 27.927294 +24-08-09 20:26:44.957 : ../models/spf_lut_x4 | Iter:172100, Sample:5507200, GPixel:2.72e-03, dT:0.0036, rT:1.0943 +24-08-09 20:28:42.627 : ../models/spf_lut_x4 | Iter:172200, Sample:5510400, GPixel:2.75e-03, dT:0.0035, rT:1.0939 +24-08-09 20:30:40.315 : ../models/spf_lut_x4 | Iter:172300, Sample:5513600, GPixel:2.72e-03, dT:0.0037, rT:1.0945 +24-08-09 20:32:38.964 : ../models/spf_lut_x4 | Iter:172400, Sample:5516800, GPixel:2.52e-03, dT:0.0058, rT:1.1009 +24-08-09 20:34:36.797 : ../models/spf_lut_x4 | Iter:172500, Sample:5520000, GPixel:2.66e-03, dT:0.0037, rT:1.0957 +24-08-09 20:36:34.544 : ../models/spf_lut_x4 | Iter:172600, Sample:5523200, GPixel:2.68e-03, dT:0.0036, rT:1.0949 +24-08-09 20:38:32.579 : ../models/spf_lut_x4 | Iter:172700, Sample:5526400, GPixel:2.72e-03, dT:0.0040, rT:1.0974 +24-08-09 20:40:30.906 : ../models/spf_lut_x4 | Iter:172800, Sample:5529600, GPixel:2.73e-03, dT:0.0048, rT:1.0977 +24-08-09 20:42:28.647 : ../models/spf_lut_x4 | Iter:172900, Sample:5532800, GPixel:2.64e-03, dT:0.0035, rT:1.0948 +24-08-09 20:44:26.327 : ../models/spf_lut_x4 | Iter:173000, Sample:5536000, GPixel:2.81e-03, dT:0.0036, rT:1.0941 +24-08-09 20:46:24.997 : ../models/spf_lut_x4 | Iter:173100, Sample:5539200, GPixel:2.65e-03, dT:0.0051, rT:1.1019 +24-08-09 20:48:22.779 : ../models/spf_lut_x4 | Iter:173200, Sample:5542400, GPixel:2.68e-03, dT:0.0042, rT:1.0941 +24-08-09 20:50:20.534 : ../models/spf_lut_x4 | Iter:173300, Sample:5545600, GPixel:2.82e-03, dT:0.0036, rT:1.0954 +24-08-09 20:52:18.303 : ../models/spf_lut_x4 | Iter:173400, Sample:5548800, GPixel:2.63e-03, dT:0.0035, rT:1.0884 +24-08-09 20:54:17.064 : ../models/spf_lut_x4 | Iter:173500, Sample:5552000, GPixel:2.76e-03, dT:0.0058, rT:1.0959 +24-08-09 20:56:14.767 : ../models/spf_lut_x4 | Iter:173600, Sample:5555200, GPixel:2.81e-03, dT:0.0035, rT:1.0951 +24-08-09 20:58:12.472 : ../models/spf_lut_x4 | Iter:173700, Sample:5558400, GPixel:2.75e-03, dT:0.0035, rT:1.0949 +24-08-09 21:00:10.196 : ../models/spf_lut_x4 | Iter:173800, Sample:5561600, GPixel:2.60e-03, dT:0.0038, rT:1.0941 +24-08-09 21:02:08.704 : ../models/spf_lut_x4 | Iter:173900, Sample:5564800, GPixel:2.62e-03, dT:0.0057, rT:1.0981 +24-08-09 21:04:06.406 : ../models/spf_lut_x4 | Iter:174000, Sample:5568000, GPixel:2.68e-03, dT:0.0036, rT:1.0946 +24-08-09 21:04:06.519 : Checkpoint saved 174000 +24-08-09 21:04:07.329 : Iter 174000 | Dataset Set5 | AVG Val PSNR: 31.078585 +24-08-09 21:04:11.243 : Iter 174000 | Dataset Set14 | AVG Val PSNR: 27.932708 +24-08-09 21:06:09.053 : ../models/spf_lut_x4 | Iter:174100, Sample:5571200, GPixel:2.63e-03, dT:0.0036, rT:1.0949 +24-08-09 21:08:06.727 : ../models/spf_lut_x4 | Iter:174200, Sample:5574400, GPixel:2.72e-03, dT:0.0036, rT:1.0935 +24-08-09 21:10:05.295 : ../models/spf_lut_x4 | Iter:174300, Sample:5577600, GPixel:2.78e-03, dT:0.0059, rT:1.0984 +24-08-09 21:12:03.015 : ../models/spf_lut_x4 | Iter:174400, Sample:5580800, GPixel:2.81e-03, dT:0.0037, rT:1.0939 +24-08-09 21:14:00.752 : ../models/spf_lut_x4 | Iter:174500, Sample:5584000, GPixel:2.61e-03, dT:0.0037, rT:1.0950 +24-08-09 21:15:58.474 : ../models/spf_lut_x4 | Iter:174600, Sample:5587200, GPixel:2.68e-03, dT:0.0035, rT:1.0946 +24-08-09 21:17:57.271 : ../models/spf_lut_x4 | Iter:174700, Sample:5590400, GPixel:2.59e-03, dT:0.0049, rT:1.0993 +24-08-09 21:19:54.995 : ../models/spf_lut_x4 | Iter:174800, Sample:5593600, GPixel:2.64e-03, dT:0.0038, rT:1.0943 +24-08-09 21:21:52.670 : ../models/spf_lut_x4 | Iter:174900, Sample:5596800, GPixel:2.69e-03, dT:0.0036, rT:1.0940 +24-08-09 21:23:50.339 : ../models/spf_lut_x4 | Iter:175000, Sample:5600000, GPixel:2.65e-03, dT:0.0036, rT:1.0926 +24-08-09 21:25:48.599 : ../models/spf_lut_x4 | Iter:175100, Sample:5603200, GPixel:2.74e-03, dT:0.0053, rT:1.0962 +24-08-09 21:27:46.320 : ../models/spf_lut_x4 | Iter:175200, Sample:5606400, GPixel:2.73e-03, dT:0.0036, rT:1.0946 +24-08-09 21:29:44.203 : ../models/spf_lut_x4 | Iter:175300, Sample:5609600, GPixel:2.83e-03, dT:0.0036, rT:1.0966 +24-08-09 21:31:41.953 : ../models/spf_lut_x4 | Iter:175400, Sample:5612800, GPixel:2.65e-03, dT:0.0036, rT:1.0943 +24-08-09 21:33:40.621 : ../models/spf_lut_x4 | Iter:175500, Sample:5616000, GPixel:2.72e-03, dT:0.0050, rT:1.0998 +24-08-09 21:35:38.330 : ../models/spf_lut_x4 | Iter:175600, Sample:5619200, GPixel:2.65e-03, dT:0.0036, rT:1.0945 +24-08-09 21:37:36.013 : ../models/spf_lut_x4 | Iter:175700, Sample:5622400, GPixel:2.73e-03, dT:0.0034, rT:1.0942 +24-08-09 21:39:33.969 : ../models/spf_lut_x4 | Iter:175800, Sample:5625600, GPixel:2.72e-03, dT:0.0041, rT:1.0957 +24-08-09 21:41:32.131 : ../models/spf_lut_x4 | Iter:175900, Sample:5628800, GPixel:2.73e-03, dT:0.0042, rT:1.0978 +24-08-09 21:43:29.859 : ../models/spf_lut_x4 | Iter:176000, Sample:5632000, GPixel:2.76e-03, dT:0.0036, rT:1.0946 +24-08-09 21:43:29.975 : Checkpoint saved 176000 +24-08-09 21:43:30.791 : Iter 176000 | Dataset Set5 | AVG Val PSNR: 31.079477 +24-08-09 21:43:34.666 : Iter 176000 | Dataset Set14 | AVG Val PSNR: 27.933091 +24-08-09 21:45:32.340 : ../models/spf_lut_x4 | Iter:176100, Sample:5635200, GPixel:2.73e-03, dT:0.0036, rT:1.0934 +24-08-09 21:47:30.889 : ../models/spf_lut_x4 | Iter:176200, Sample:5638400, GPixel:2.68e-03, dT:0.0057, rT:1.0990 +24-08-09 21:49:28.624 : ../models/spf_lut_x4 | Iter:176300, Sample:5641600, GPixel:2.77e-03, dT:0.0036, rT:1.0943 +24-08-09 21:51:26.499 : ../models/spf_lut_x4 | Iter:176400, Sample:5644800, GPixel:2.65e-03, dT:0.0036, rT:1.0961 +24-08-09 21:53:24.170 : ../models/spf_lut_x4 | Iter:176500, Sample:5648000, GPixel:2.62e-03, dT:0.0035, rT:1.0884 +24-08-09 21:55:22.711 : ../models/spf_lut_x4 | Iter:176600, Sample:5651200, GPixel:2.80e-03, dT:0.0064, rT:1.0937 +24-08-09 21:57:20.520 : ../models/spf_lut_x4 | Iter:176700, Sample:5654400, GPixel:2.72e-03, dT:0.0036, rT:1.0958 +24-08-09 21:59:18.321 : ../models/spf_lut_x4 | Iter:176800, Sample:5657600, GPixel:2.82e-03, dT:0.0038, rT:1.0930 +24-08-09 22:01:16.039 : ../models/spf_lut_x4 | Iter:176900, Sample:5660800, GPixel:2.79e-03, dT:0.0035, rT:1.0951 +24-08-09 22:03:14.513 : ../models/spf_lut_x4 | Iter:177000, Sample:5664000, GPixel:2.65e-03, dT:0.0053, rT:1.0974 +24-08-09 22:05:12.227 : ../models/spf_lut_x4 | Iter:177100, Sample:5667200, GPixel:2.68e-03, dT:0.0036, rT:1.0943 +24-08-09 22:07:09.986 : ../models/spf_lut_x4 | Iter:177200, Sample:5670400, GPixel:2.69e-03, dT:0.0039, rT:1.0946 +24-08-09 22:09:07.678 : ../models/spf_lut_x4 | Iter:177300, Sample:5673600, GPixel:2.66e-03, dT:0.0037, rT:1.0941 +24-08-09 22:11:06.321 : ../models/spf_lut_x4 | Iter:177400, Sample:5676800, GPixel:2.67e-03, dT:0.0057, rT:1.0996 +24-08-09 22:13:04.228 : ../models/spf_lut_x4 | Iter:177500, Sample:5680000, GPixel:2.73e-03, dT:0.0036, rT:1.0966 +24-08-09 22:15:01.987 : ../models/spf_lut_x4 | Iter:177600, Sample:5683200, GPixel:2.74e-03, dT:0.0035, rT:1.0952 +24-08-09 22:16:59.685 : ../models/spf_lut_x4 | Iter:177700, Sample:5686400, GPixel:2.73e-03, dT:0.0035, rT:1.0877 +24-08-09 22:18:58.289 : ../models/spf_lut_x4 | Iter:177800, Sample:5689600, GPixel:2.67e-03, dT:0.0050, rT:1.0984 +24-08-09 22:20:55.991 : ../models/spf_lut_x4 | Iter:177900, Sample:5692800, GPixel:2.60e-03, dT:0.0035, rT:1.0946 +24-08-09 22:22:53.671 : ../models/spf_lut_x4 | Iter:178000, Sample:5696000, GPixel:2.76e-03, dT:0.0035, rT:1.0949 +24-08-09 22:22:53.790 : Checkpoint saved 178000 +24-08-09 22:22:54.613 : Iter 178000 | Dataset Set5 | AVG Val PSNR: 31.078865 +24-08-09 22:22:58.525 : Iter 178000 | Dataset Set14 | AVG Val PSNR: 27.925137 +24-08-09 22:24:56.233 : ../models/spf_lut_x4 | Iter:178100, Sample:5699200, GPixel:2.69e-03, dT:0.0037, rT:1.0942 +24-08-09 22:26:54.893 : ../models/spf_lut_x4 | Iter:178200, Sample:5702400, GPixel:2.72e-03, dT:0.0054, rT:1.0987 +24-08-09 22:28:52.614 : ../models/spf_lut_x4 | Iter:178300, Sample:5705600, GPixel:2.69e-03, dT:0.0035, rT:1.0953 +24-08-09 22:30:50.326 : ../models/spf_lut_x4 | Iter:178400, Sample:5708800, GPixel:2.73e-03, dT:0.0036, rT:1.0946 +24-08-09 22:32:48.160 : ../models/spf_lut_x4 | Iter:178500, Sample:5712000, GPixel:2.65e-03, dT:0.0040, rT:1.0944 +24-08-09 22:34:46.964 : ../models/spf_lut_x4 | Iter:178600, Sample:5715200, GPixel:2.76e-03, dT:0.0056, rT:1.1006 +24-08-09 22:36:44.721 : ../models/spf_lut_x4 | Iter:178700, Sample:5718400, GPixel:2.65e-03, dT:0.0038, rT:1.0942 +24-08-09 22:38:42.443 : ../models/spf_lut_x4 | Iter:178800, Sample:5721600, GPixel:2.80e-03, dT:0.0036, rT:1.0948 +24-08-09 22:40:40.558 : ../models/spf_lut_x4 | Iter:178900, Sample:5724800, GPixel:2.70e-03, dT:0.0046, rT:1.0965 +24-08-09 22:42:38.842 : ../models/spf_lut_x4 | Iter:179000, Sample:5728000, GPixel:2.83e-03, dT:0.0046, rT:1.0965 +24-08-09 22:44:36.564 : ../models/spf_lut_x4 | Iter:179100, Sample:5731200, GPixel:2.65e-03, dT:0.0038, rT:1.0945 +24-08-09 22:46:34.251 : ../models/spf_lut_x4 | Iter:179200, Sample:5734400, GPixel:2.71e-03, dT:0.0036, rT:1.0937 +24-08-09 22:48:32.442 : ../models/spf_lut_x4 | Iter:179300, Sample:5737600, GPixel:2.63e-03, dT:0.0051, rT:1.0973 +24-08-09 22:50:30.124 : ../models/spf_lut_x4 | Iter:179400, Sample:5740800, GPixel:2.71e-03, dT:0.0036, rT:1.0938 +24-08-09 22:52:27.906 : ../models/spf_lut_x4 | Iter:179500, Sample:5744000, GPixel:2.80e-03, dT:0.0040, rT:1.0955 +24-08-09 22:54:25.648 : ../models/spf_lut_x4 | Iter:179600, Sample:5747200, GPixel:2.78e-03, dT:0.0034, rT:1.0900 +24-08-09 22:56:24.417 : ../models/spf_lut_x4 | Iter:179700, Sample:5750400, GPixel:2.68e-03, dT:0.0051, rT:1.0976 +24-08-09 22:58:22.101 : ../models/spf_lut_x4 | Iter:179800, Sample:5753600, GPixel:2.70e-03, dT:0.0035, rT:1.0943 +24-08-09 23:00:19.778 : ../models/spf_lut_x4 | Iter:179900, Sample:5756800, GPixel:2.76e-03, dT:0.0035, rT:1.0947 +24-08-09 23:02:17.453 : ../models/spf_lut_x4 | Iter:180000, Sample:5760000, GPixel:2.75e-03, dT:0.0038, rT:1.0948 +24-08-09 23:02:17.577 : Checkpoint saved 180000 +24-08-09 23:02:18.401 : Iter 180000 | Dataset Set5 | AVG Val PSNR: 31.074094 +24-08-09 23:02:22.167 : Iter 180000 | Dataset Set14 | AVG Val PSNR: 27.932180 +24-08-09 23:04:20.712 : ../models/spf_lut_x4 | Iter:180100, Sample:5763200, GPixel:2.69e-03, dT:0.0052, rT:1.0984 +24-08-09 23:06:18.473 : ../models/spf_lut_x4 | Iter:180200, Sample:5766400, GPixel:2.67e-03, dT:0.0036, rT:1.0954 +24-08-09 23:08:16.261 : ../models/spf_lut_x4 | Iter:180300, Sample:5769600, GPixel:2.74e-03, dT:0.0036, rT:1.0944 +24-08-09 23:10:13.989 : ../models/spf_lut_x4 | Iter:180400, Sample:5772800, GPixel:2.76e-03, dT:0.0035, rT:1.0948 +24-08-09 23:12:12.658 : ../models/spf_lut_x4 | Iter:180500, Sample:5776000, GPixel:2.69e-03, dT:0.0062, rT:1.0988 +24-08-09 23:14:10.404 : ../models/spf_lut_x4 | Iter:180600, Sample:5779200, GPixel:2.67e-03, dT:0.0037, rT:1.0947 +24-08-09 23:16:08.065 : ../models/spf_lut_x4 | Iter:180700, Sample:5782400, GPixel:2.69e-03, dT:0.0034, rT:1.0940 +24-08-09 23:18:05.887 : ../models/spf_lut_x4 | Iter:180800, Sample:5785600, GPixel:2.80e-03, dT:0.0036, rT:1.0957 +24-08-09 23:20:04.888 : ../models/spf_lut_x4 | Iter:180900, Sample:5788800, GPixel:2.68e-03, dT:0.0050, rT:1.1043 +24-08-09 23:22:02.688 : ../models/spf_lut_x4 | Iter:181000, Sample:5792000, GPixel:2.71e-03, dT:0.0038, rT:1.0950 +24-08-09 23:24:00.421 : ../models/spf_lut_x4 | Iter:181100, Sample:5795200, GPixel:2.71e-03, dT:0.0036, rT:1.0944 +24-08-09 23:25:58.130 : ../models/spf_lut_x4 | Iter:181200, Sample:5798400, GPixel:2.69e-03, dT:0.0037, rT:1.0939 +24-08-09 23:27:56.588 : ../models/spf_lut_x4 | Iter:181300, Sample:5801600, GPixel:2.64e-03, dT:0.0056, rT:1.0974 +24-08-09 23:29:54.335 : ../models/spf_lut_x4 | Iter:181400, Sample:5804800, GPixel:2.77e-03, dT:0.0036, rT:1.0944 +24-08-09 23:31:52.082 : ../models/spf_lut_x4 | Iter:181500, Sample:5808000, GPixel:2.68e-03, dT:0.0035, rT:1.0956 +24-08-09 23:33:49.886 : ../models/spf_lut_x4 | Iter:181600, Sample:5811200, GPixel:2.69e-03, dT:0.0038, rT:1.0952 +24-08-09 23:35:48.210 : ../models/spf_lut_x4 | Iter:181700, Sample:5814400, GPixel:2.61e-03, dT:0.0055, rT:1.0971 +24-08-09 23:37:45.935 : ../models/spf_lut_x4 | Iter:181800, Sample:5817600, GPixel:2.70e-03, dT:0.0036, rT:1.0947 +24-08-09 23:39:43.636 : ../models/spf_lut_x4 | Iter:181900, Sample:5820800, GPixel:2.60e-03, dT:0.0037, rT:1.0945 +24-08-09 23:41:42.171 : ../models/spf_lut_x4 | Iter:182000, Sample:5824000, GPixel:2.78e-03, dT:0.0047, rT:1.0997 +24-08-09 23:41:42.556 : Checkpoint saved 182000 +24-08-09 23:41:43.976 : Iter 182000 | Dataset Set5 | AVG Val PSNR: 31.073772 +24-08-09 23:41:49.191 : Iter 182000 | Dataset Set14 | AVG Val PSNR: 27.935678 +24-08-09 23:43:47.037 : ../models/spf_lut_x4 | Iter:182100, Sample:5827200, GPixel:2.68e-03, dT:0.0040, rT:1.0947 +24-08-09 23:45:44.799 : ../models/spf_lut_x4 | Iter:182200, Sample:5830400, GPixel:2.67e-03, dT:0.0036, rT:1.0954 +24-08-09 23:47:42.539 : ../models/spf_lut_x4 | Iter:182300, Sample:5833600, GPixel:2.72e-03, dT:0.0036, rT:1.0942 +24-08-09 23:49:41.291 : ../models/spf_lut_x4 | Iter:182400, Sample:5836800, GPixel:2.69e-03, dT:0.0054, rT:1.1009 +24-08-09 23:51:39.030 : ../models/spf_lut_x4 | Iter:182500, Sample:5840000, GPixel:2.73e-03, dT:0.0037, rT:1.0956 +24-08-09 23:53:36.749 : ../models/spf_lut_x4 | Iter:182600, Sample:5843200, GPixel:2.72e-03, dT:0.0037, rT:1.0945 +24-08-09 23:55:34.442 : ../models/spf_lut_x4 | Iter:182700, Sample:5846400, GPixel:2.69e-03, dT:0.0035, rT:1.0949 +24-08-09 23:57:33.124 : ../models/spf_lut_x4 | Iter:182800, Sample:5849600, GPixel:2.68e-03, dT:0.0052, rT:1.1002 +24-08-09 23:59:30.853 : ../models/spf_lut_x4 | Iter:182900, Sample:5852800, GPixel:2.66e-03, dT:0.0035, rT:1.0950 +24-08-10 00:01:28.600 : ../models/spf_lut_x4 | Iter:183000, Sample:5856000, GPixel:2.70e-03, dT:0.0039, rT:1.0914 +24-08-10 00:03:26.424 : ../models/spf_lut_x4 | Iter:183100, Sample:5859200, GPixel:2.65e-03, dT:0.0035, rT:1.0955 +24-08-10 00:05:24.926 : ../models/spf_lut_x4 | Iter:183200, Sample:5862400, GPixel:2.88e-03, dT:0.0056, rT:1.0978 +24-08-10 00:07:22.611 : ../models/spf_lut_x4 | Iter:183300, Sample:5865600, GPixel:2.66e-03, dT:0.0035, rT:1.0947 +24-08-10 00:09:20.374 : ../models/spf_lut_x4 | Iter:183400, Sample:5868800, GPixel:2.68e-03, dT:0.0036, rT:1.0950 +24-08-10 00:11:18.107 : ../models/spf_lut_x4 | Iter:183500, Sample:5872000, GPixel:2.81e-03, dT:0.0035, rT:1.0907 +24-08-10 00:13:16.862 : ../models/spf_lut_x4 | Iter:183600, Sample:5875200, GPixel:2.57e-03, dT:0.0058, rT:1.0974 +24-08-10 00:15:14.555 : ../models/spf_lut_x4 | Iter:183700, Sample:5878400, GPixel:2.72e-03, dT:0.0035, rT:1.0939 +24-08-10 00:17:12.246 : ../models/spf_lut_x4 | Iter:183800, Sample:5881600, GPixel:2.87e-03, dT:0.0037, rT:1.0924 +24-08-10 00:19:09.908 : ../models/spf_lut_x4 | Iter:183900, Sample:5884800, GPixel:2.68e-03, dT:0.0036, rT:1.0935 +24-08-10 00:21:08.302 : ../models/spf_lut_x4 | Iter:184000, Sample:5888000, GPixel:2.71e-03, dT:0.0052, rT:1.0983 +24-08-10 00:21:08.420 : Checkpoint saved 184000 +24-08-10 00:21:09.242 : Iter 184000 | Dataset Set5 | AVG Val PSNR: 31.071696 +24-08-10 00:21:13.189 : Iter 184000 | Dataset Set14 | AVG Val PSNR: 27.930472 +24-08-10 00:23:11.089 : ../models/spf_lut_x4 | Iter:184100, Sample:5891200, GPixel:2.78e-03, dT:0.0039, rT:1.0957 +24-08-10 00:25:08.833 : ../models/spf_lut_x4 | Iter:184200, Sample:5894400, GPixel:2.77e-03, dT:0.0035, rT:1.0950 +24-08-10 00:27:06.518 : ../models/spf_lut_x4 | Iter:184300, Sample:5897600, GPixel:2.69e-03, dT:0.0035, rT:1.0941 +24-08-10 00:29:05.547 : ../models/spf_lut_x4 | Iter:184400, Sample:5900800, GPixel:2.82e-03, dT:0.0062, rT:1.1016 +24-08-10 00:31:03.266 : ../models/spf_lut_x4 | Iter:184500, Sample:5904000, GPixel:2.71e-03, dT:0.0036, rT:1.0946 +24-08-10 00:33:00.967 : ../models/spf_lut_x4 | Iter:184600, Sample:5907200, GPixel:2.66e-03, dT:0.0036, rT:1.0944 +24-08-10 00:34:59.127 : ../models/spf_lut_x4 | Iter:184700, Sample:5910400, GPixel:2.83e-03, dT:0.0049, rT:1.0974 +24-08-10 00:36:57.364 : ../models/spf_lut_x4 | Iter:184800, Sample:5913600, GPixel:2.69e-03, dT:0.0050, rT:1.0966 +24-08-10 00:38:55.132 : ../models/spf_lut_x4 | Iter:184900, Sample:5916800, GPixel:2.69e-03, dT:0.0037, rT:1.0915 +24-08-10 00:40:52.851 : ../models/spf_lut_x4 | Iter:185000, Sample:5920000, GPixel:2.67e-03, dT:0.0036, rT:1.0940 +24-08-10 00:42:51.211 : ../models/spf_lut_x4 | Iter:185100, Sample:5923200, GPixel:2.61e-03, dT:0.0060, rT:1.0970 +24-08-10 00:44:48.981 : ../models/spf_lut_x4 | Iter:185200, Sample:5926400, GPixel:2.69e-03, dT:0.0038, rT:1.0888 +24-08-10 00:46:46.804 : ../models/spf_lut_x4 | Iter:185300, Sample:5929600, GPixel:2.60e-03, dT:0.0036, rT:1.0957 +24-08-10 00:48:44.507 : ../models/spf_lut_x4 | Iter:185400, Sample:5932800, GPixel:2.59e-03, dT:0.0035, rT:1.0948 +24-08-10 00:50:43.507 : ../models/spf_lut_x4 | Iter:185500, Sample:5936000, GPixel:2.53e-03, dT:0.0070, rT:1.0999 +24-08-10 00:52:41.229 : ../models/spf_lut_x4 | Iter:185600, Sample:5939200, GPixel:2.69e-03, dT:0.0036, rT:1.0948 +24-08-10 00:54:38.943 : ../models/spf_lut_x4 | Iter:185700, Sample:5942400, GPixel:2.72e-03, dT:0.0036, rT:1.0945 +24-08-10 00:56:36.633 : ../models/spf_lut_x4 | Iter:185800, Sample:5945600, GPixel:2.65e-03, dT:0.0037, rT:1.0934 +24-08-10 00:58:35.037 : ../models/spf_lut_x4 | Iter:185900, Sample:5948800, GPixel:2.71e-03, dT:0.0058, rT:1.0966 +24-08-10 01:00:32.734 : ../models/spf_lut_x4 | Iter:186000, Sample:5952000, GPixel:2.79e-03, dT:0.0036, rT:1.0939 +24-08-10 01:00:32.854 : Checkpoint saved 186000 +24-08-10 01:00:33.682 : Iter 186000 | Dataset Set5 | AVG Val PSNR: 31.077225 +24-08-10 01:00:37.552 : Iter 186000 | Dataset Set14 | AVG Val PSNR: 27.927169 +24-08-10 01:02:35.244 : ../models/spf_lut_x4 | Iter:186100, Sample:5955200, GPixel:2.64e-03, dT:0.0036, rT:1.0941 +24-08-10 01:04:32.984 : ../models/spf_lut_x4 | Iter:186200, Sample:5958400, GPixel:2.52e-03, dT:0.0035, rT:1.0956 +24-08-10 01:06:31.686 : ../models/spf_lut_x4 | Iter:186300, Sample:5961600, GPixel:2.73e-03, dT:0.0053, rT:1.0994 +24-08-10 01:08:29.556 : ../models/spf_lut_x4 | Iter:186400, Sample:5964800, GPixel:2.59e-03, dT:0.0035, rT:1.0958 +24-08-10 01:10:27.251 : ../models/spf_lut_x4 | Iter:186500, Sample:5968000, GPixel:2.66e-03, dT:0.0035, rT:1.0948 +24-08-10 01:12:24.910 : ../models/spf_lut_x4 | Iter:186600, Sample:5971200, GPixel:2.65e-03, dT:0.0036, rT:1.0947 +24-08-10 01:14:23.644 : ../models/spf_lut_x4 | Iter:186700, Sample:5974400, GPixel:2.66e-03, dT:0.0056, rT:1.0998 +24-08-10 01:16:21.395 : ../models/spf_lut_x4 | Iter:186800, Sample:5977600, GPixel:2.55e-03, dT:0.0036, rT:1.0951 +24-08-10 01:18:19.157 : ../models/spf_lut_x4 | Iter:186900, Sample:5980800, GPixel:2.75e-03, dT:0.0036, rT:1.0944 +24-08-10 01:20:16.861 : ../models/spf_lut_x4 | Iter:187000, Sample:5984000, GPixel:2.65e-03, dT:0.0036, rT:1.0936 +24-08-10 01:22:15.554 : ../models/spf_lut_x4 | Iter:187100, Sample:5987200, GPixel:2.69e-03, dT:0.0053, rT:1.0997 +24-08-10 01:24:13.273 : ../models/spf_lut_x4 | Iter:187200, Sample:5990400, GPixel:2.65e-03, dT:0.0036, rT:1.0944 +24-08-10 01:26:10.944 : ../models/spf_lut_x4 | Iter:187300, Sample:5993600, GPixel:2.72e-03, dT:0.0036, rT:1.0917 +24-08-10 01:28:08.619 : ../models/spf_lut_x4 | Iter:187400, Sample:5996800, GPixel:2.60e-03, dT:0.0036, rT:1.0935 +24-08-10 01:30:07.060 : ../models/spf_lut_x4 | Iter:187500, Sample:6000000, GPixel:2.65e-03, dT:0.0048, rT:1.0980 +24-08-10 01:32:04.834 : ../models/spf_lut_x4 | Iter:187600, Sample:6003200, GPixel:2.67e-03, dT:0.0036, rT:1.0948 +24-08-10 01:34:02.569 : ../models/spf_lut_x4 | Iter:187700, Sample:6006400, GPixel:2.73e-03, dT:0.0036, rT:1.0945 +24-08-10 01:36:00.639 : ../models/spf_lut_x4 | Iter:187800, Sample:6009600, GPixel:2.67e-03, dT:0.0042, rT:1.0972 +24-08-10 01:37:58.859 : ../models/spf_lut_x4 | Iter:187900, Sample:6012800, GPixel:2.74e-03, dT:0.0043, rT:1.0972 +24-08-10 01:39:56.570 : ../models/spf_lut_x4 | Iter:188000, Sample:6016000, GPixel:2.65e-03, dT:0.0035, rT:1.0948 +24-08-10 01:39:56.687 : Checkpoint saved 188000 +24-08-10 01:39:57.504 : Iter 188000 | Dataset Set5 | AVG Val PSNR: 31.076335 +24-08-10 01:40:01.423 : Iter 188000 | Dataset Set14 | AVG Val PSNR: 27.927451 +24-08-10 01:41:59.053 : ../models/spf_lut_x4 | Iter:188100, Sample:6019200, GPixel:2.81e-03, dT:0.0035, rT:1.0937 +24-08-10 01:43:57.847 : ../models/spf_lut_x4 | Iter:188200, Sample:6022400, GPixel:2.61e-03, dT:0.0066, rT:1.1008 +24-08-10 01:45:55.654 : ../models/spf_lut_x4 | Iter:188300, Sample:6025600, GPixel:2.78e-03, dT:0.0038, rT:1.0932 +24-08-10 01:47:53.403 : ../models/spf_lut_x4 | Iter:188400, Sample:6028800, GPixel:2.68e-03, dT:0.0036, rT:1.0944 +24-08-10 01:49:51.119 : ../models/spf_lut_x4 | Iter:188500, Sample:6032000, GPixel:2.62e-03, dT:0.0037, rT:1.0944 +24-08-10 01:51:49.501 : ../models/spf_lut_x4 | Iter:188600, Sample:6035200, GPixel:2.56e-03, dT:0.0057, rT:1.0972 +24-08-10 01:53:47.218 : ../models/spf_lut_x4 | Iter:188700, Sample:6038400, GPixel:2.67e-03, dT:0.0037, rT:1.0952 +24-08-10 01:55:44.933 : ../models/spf_lut_x4 | Iter:188800, Sample:6041600, GPixel:2.57e-03, dT:0.0037, rT:1.0941 +24-08-10 01:57:42.667 : ../models/spf_lut_x4 | Iter:188900, Sample:6044800, GPixel:2.71e-03, dT:0.0036, rT:1.0944 +24-08-10 01:59:41.446 : ../models/spf_lut_x4 | Iter:189000, Sample:6048000, GPixel:2.65e-03, dT:0.0069, rT:1.0990 +24-08-10 02:01:39.195 : ../models/spf_lut_x4 | Iter:189100, Sample:6051200, GPixel:2.68e-03, dT:0.0036, rT:1.0949 +24-08-10 02:03:36.881 : ../models/spf_lut_x4 | Iter:189200, Sample:6054400, GPixel:2.69e-03, dT:0.0035, rT:1.0945 +24-08-10 02:05:34.561 : ../models/spf_lut_x4 | Iter:189300, Sample:6057600, GPixel:2.67e-03, dT:0.0036, rT:1.0947 +24-08-10 02:07:33.113 : ../models/spf_lut_x4 | Iter:189400, Sample:6060800, GPixel:2.83e-03, dT:0.0053, rT:1.0988 +24-08-10 02:09:30.837 : ../models/spf_lut_x4 | Iter:189500, Sample:6064000, GPixel:2.63e-03, dT:0.0036, rT:1.0947 +24-08-10 02:11:28.568 : ../models/spf_lut_x4 | Iter:189600, Sample:6067200, GPixel:2.68e-03, dT:0.0035, rT:1.0946 +24-08-10 02:13:26.425 : ../models/spf_lut_x4 | Iter:189700, Sample:6070400, GPixel:2.66e-03, dT:0.0036, rT:1.0946 +24-08-10 02:15:24.996 : ../models/spf_lut_x4 | Iter:189800, Sample:6073600, GPixel:2.61e-03, dT:0.0062, rT:1.0984 +24-08-10 02:17:22.727 : ../models/spf_lut_x4 | Iter:189900, Sample:6076800, GPixel:2.67e-03, dT:0.0038, rT:1.0944 +24-08-10 02:19:20.419 : ../models/spf_lut_x4 | Iter:190000, Sample:6080000, GPixel:2.77e-03, dT:0.0036, rT:1.0926 +24-08-10 02:19:20.538 : Checkpoint saved 190000 +24-08-10 02:19:21.389 : Iter 190000 | Dataset Set5 | AVG Val PSNR: 31.078411 +24-08-10 02:19:25.300 : Iter 190000 | Dataset Set14 | AVG Val PSNR: 27.935742 +24-08-10 02:21:22.935 : ../models/spf_lut_x4 | Iter:190100, Sample:6083200, GPixel:2.69e-03, dT:0.0036, rT:1.0935 +24-08-10 02:23:21.575 : ../models/spf_lut_x4 | Iter:190200, Sample:6086400, GPixel:2.63e-03, dT:0.0056, rT:1.0984 +24-08-10 02:25:19.315 : ../models/spf_lut_x4 | Iter:190300, Sample:6089600, GPixel:2.77e-03, dT:0.0036, rT:1.0950 +24-08-10 02:27:17.068 : ../models/spf_lut_x4 | Iter:190400, Sample:6092800, GPixel:2.76e-03, dT:0.0035, rT:1.0948 +24-08-10 02:29:14.852 : ../models/spf_lut_x4 | Iter:190500, Sample:6096000, GPixel:2.66e-03, dT:0.0038, rT:1.0941 +24-08-10 02:31:13.267 : ../models/spf_lut_x4 | Iter:190600, Sample:6099200, GPixel:2.71e-03, dT:0.0044, rT:1.0989 +24-08-10 02:33:10.980 : ../models/spf_lut_x4 | Iter:190700, Sample:6102400, GPixel:2.73e-03, dT:0.0036, rT:1.0945 +24-08-10 02:35:08.660 : ../models/spf_lut_x4 | Iter:190800, Sample:6105600, GPixel:2.58e-03, dT:0.0036, rT:1.0941 +24-08-10 02:37:06.843 : ../models/spf_lut_x4 | Iter:190900, Sample:6108800, GPixel:2.60e-03, dT:0.0051, rT:1.0965 +24-08-10 02:39:05.088 : ../models/spf_lut_x4 | Iter:191000, Sample:6112000, GPixel:2.84e-03, dT:0.0046, rT:1.0973 +24-08-10 02:41:02.813 : ../models/spf_lut_x4 | Iter:191100, Sample:6115200, GPixel:2.66e-03, dT:0.0036, rT:1.0943 +24-08-10 02:43:00.562 : ../models/spf_lut_x4 | Iter:191200, Sample:6118400, GPixel:2.74e-03, dT:0.0037, rT:1.0947 +24-08-10 02:44:59.442 : ../models/spf_lut_x4 | Iter:191300, Sample:6121600, GPixel:2.67e-03, dT:0.0062, rT:1.1010 +24-08-10 02:46:57.136 : ../models/spf_lut_x4 | Iter:191400, Sample:6124800, GPixel:2.63e-03, dT:0.0036, rT:1.0942 +24-08-10 02:48:54.810 : ../models/spf_lut_x4 | Iter:191500, Sample:6128000, GPixel:2.65e-03, dT:0.0035, rT:1.0949 +24-08-10 02:50:52.479 : ../models/spf_lut_x4 | Iter:191600, Sample:6131200, GPixel:2.70e-03, dT:0.0035, rT:1.0944 +24-08-10 02:52:51.209 : ../models/spf_lut_x4 | Iter:191700, Sample:6134400, GPixel:2.67e-03, dT:0.0067, rT:1.0980 +24-08-10 02:54:48.901 : ../models/spf_lut_x4 | Iter:191800, Sample:6137600, GPixel:2.66e-03, dT:0.0036, rT:1.0944 +24-08-10 02:56:46.604 : ../models/spf_lut_x4 | Iter:191900, Sample:6140800, GPixel:2.77e-03, dT:0.0036, rT:1.0947 +24-08-10 02:58:44.473 : ../models/spf_lut_x4 | Iter:192000, Sample:6144000, GPixel:2.74e-03, dT:0.0036, rT:1.0963 +24-08-10 02:58:44.590 : Checkpoint saved 192000 +24-08-10 02:58:45.426 : Iter 192000 | Dataset Set5 | AVG Val PSNR: 31.070242 +24-08-10 02:58:49.303 : Iter 192000 | Dataset Set14 | AVG Val PSNR: 27.934837 +24-08-10 03:00:47.762 : ../models/spf_lut_x4 | Iter:192100, Sample:6147200, GPixel:2.63e-03, dT:0.0053, rT:1.0985 +24-08-10 03:02:45.508 : ../models/spf_lut_x4 | Iter:192200, Sample:6150400, GPixel:2.60e-03, dT:0.0038, rT:1.0935 +24-08-10 03:04:43.206 : ../models/spf_lut_x4 | Iter:192300, Sample:6153600, GPixel:2.70e-03, dT:0.0036, rT:1.0915 +24-08-10 03:06:40.902 : ../models/spf_lut_x4 | Iter:192400, Sample:6156800, GPixel:2.70e-03, dT:0.0036, rT:1.0936 +24-08-10 03:08:39.431 : ../models/spf_lut_x4 | Iter:192500, Sample:6160000, GPixel:2.71e-03, dT:0.0058, rT:1.0973 +24-08-10 03:10:37.135 : ../models/spf_lut_x4 | Iter:192600, Sample:6163200, GPixel:2.75e-03, dT:0.0036, rT:1.0947 +24-08-10 03:12:34.850 : ../models/spf_lut_x4 | Iter:192700, Sample:6166400, GPixel:2.78e-03, dT:0.0036, rT:1.0949 +24-08-10 03:14:32.597 : ../models/spf_lut_x4 | Iter:192800, Sample:6169600, GPixel:2.68e-03, dT:0.0036, rT:1.0952 +24-08-10 03:16:31.227 : ../models/spf_lut_x4 | Iter:192900, Sample:6172800, GPixel:2.59e-03, dT:0.0060, rT:1.0983 +24-08-10 03:18:28.936 : ../models/spf_lut_x4 | Iter:193000, Sample:6176000, GPixel:2.59e-03, dT:0.0036, rT:1.0948 +24-08-10 03:20:26.744 : ../models/spf_lut_x4 | Iter:193100, Sample:6179200, GPixel:2.70e-03, dT:0.0035, rT:1.0957 +24-08-10 03:22:24.409 : ../models/spf_lut_x4 | Iter:193200, Sample:6182400, GPixel:2.67e-03, dT:0.0036, rT:1.0937 +24-08-10 03:24:23.190 : ../models/spf_lut_x4 | Iter:193300, Sample:6185600, GPixel:2.62e-03, dT:0.0060, rT:1.0995 +24-08-10 03:26:20.939 : ../models/spf_lut_x4 | Iter:193400, Sample:6188800, GPixel:2.57e-03, dT:0.0036, rT:1.0942 +24-08-10 03:28:18.690 : ../models/spf_lut_x4 | Iter:193500, Sample:6192000, GPixel:2.52e-03, dT:0.0036, rT:1.0954 +24-08-10 03:30:16.587 : ../models/spf_lut_x4 | Iter:193600, Sample:6195200, GPixel:2.79e-03, dT:0.0037, rT:1.0961 +24-08-10 03:32:15.056 : ../models/spf_lut_x4 | Iter:193700, Sample:6198400, GPixel:2.76e-03, dT:0.0050, rT:1.0951 +24-08-10 03:34:12.825 : ../models/spf_lut_x4 | Iter:193800, Sample:6201600, GPixel:2.72e-03, dT:0.0039, rT:1.0920 +24-08-10 03:36:10.498 : ../models/spf_lut_x4 | Iter:193900, Sample:6204800, GPixel:2.77e-03, dT:0.0037, rT:1.0946 +24-08-10 03:38:08.770 : ../models/spf_lut_x4 | Iter:194000, Sample:6208000, GPixel:2.71e-03, dT:0.0047, rT:1.0978 +24-08-10 03:38:09.054 : Checkpoint saved 194000 +24-08-10 03:38:10.221 : Iter 194000 | Dataset Set5 | AVG Val PSNR: 31.084397 +24-08-10 03:38:15.986 : Iter 194000 | Dataset Set14 | AVG Val PSNR: 27.932956 +24-08-10 03:40:13.768 : ../models/spf_lut_x4 | Iter:194100, Sample:6211200, GPixel:2.78e-03, dT:0.0036, rT:1.0945 +24-08-10 03:42:11.472 : ../models/spf_lut_x4 | Iter:194200, Sample:6214400, GPixel:2.77e-03, dT:0.0038, rT:1.0940 +24-08-10 03:44:09.116 : ../models/spf_lut_x4 | Iter:194300, Sample:6217600, GPixel:2.80e-03, dT:0.0036, rT:1.0936 +24-08-10 03:46:07.976 : ../models/spf_lut_x4 | Iter:194400, Sample:6220800, GPixel:2.79e-03, dT:0.0062, rT:1.0995 +24-08-10 03:48:05.619 : ../models/spf_lut_x4 | Iter:194500, Sample:6224000, GPixel:2.78e-03, dT:0.0036, rT:1.0938 +24-08-10 03:50:03.272 : ../models/spf_lut_x4 | Iter:194600, Sample:6227200, GPixel:2.73e-03, dT:0.0037, rT:1.0934 +24-08-10 03:52:00.849 : ../models/spf_lut_x4 | Iter:194700, Sample:6230400, GPixel:2.68e-03, dT:0.0036, rT:1.0904 +24-08-10 03:53:59.378 : ../models/spf_lut_x4 | Iter:194800, Sample:6233600, GPixel:2.67e-03, dT:0.0051, rT:1.0958 +24-08-10 03:55:57.066 : ../models/spf_lut_x4 | Iter:194900, Sample:6236800, GPixel:2.66e-03, dT:0.0036, rT:1.0941 +24-08-10 03:57:54.733 : ../models/spf_lut_x4 | Iter:195000, Sample:6240000, GPixel:2.79e-03, dT:0.0035, rT:1.0943 +24-08-10 03:59:52.382 : ../models/spf_lut_x4 | Iter:195100, Sample:6243200, GPixel:2.71e-03, dT:0.0037, rT:1.0931 +24-08-10 04:01:51.045 : ../models/spf_lut_x4 | Iter:195200, Sample:6246400, GPixel:2.67e-03, dT:0.0070, rT:1.0952 +24-08-10 04:03:48.839 : ../models/spf_lut_x4 | Iter:195300, Sample:6249600, GPixel:2.84e-03, dT:0.0037, rT:1.0949 +24-08-10 04:05:46.435 : ../models/spf_lut_x4 | Iter:195400, Sample:6252800, GPixel:2.72e-03, dT:0.0035, rT:1.0928 +24-08-10 04:07:44.080 : ../models/spf_lut_x4 | Iter:195500, Sample:6256000, GPixel:2.72e-03, dT:0.0038, rT:1.0928 +24-08-10 04:09:42.735 : ../models/spf_lut_x4 | Iter:195600, Sample:6259200, GPixel:3.01e-03, dT:0.0061, rT:1.0988 +24-08-10 04:11:40.364 : ../models/spf_lut_x4 | Iter:195700, Sample:6262400, GPixel:2.77e-03, dT:0.0036, rT:1.0942 +24-08-10 04:13:37.984 : ../models/spf_lut_x4 | Iter:195800, Sample:6265600, GPixel:2.68e-03, dT:0.0036, rT:1.0938 +24-08-10 04:15:35.635 : ../models/spf_lut_x4 | Iter:195900, Sample:6268800, GPixel:2.67e-03, dT:0.0036, rT:1.0939 +24-08-10 04:17:34.104 : ../models/spf_lut_x4 | Iter:196000, Sample:6272000, GPixel:2.67e-03, dT:0.0056, rT:1.0968 +24-08-10 04:17:34.221 : Checkpoint saved 196000 +24-08-10 04:17:35.041 : Iter 196000 | Dataset Set5 | AVG Val PSNR: 31.083567 +24-08-10 04:17:38.937 : Iter 196000 | Dataset Set14 | AVG Val PSNR: 27.930577 +24-08-10 04:19:36.506 : ../models/spf_lut_x4 | Iter:196100, Sample:6275200, GPixel:2.79e-03, dT:0.0034, rT:1.0903 +24-08-10 04:21:34.142 : ../models/spf_lut_x4 | Iter:196200, Sample:6278400, GPixel:2.86e-03, dT:0.0035, rT:1.0934 +24-08-10 04:23:31.814 : ../models/spf_lut_x4 | Iter:196300, Sample:6281600, GPixel:2.69e-03, dT:0.0036, rT:1.0943 +24-08-10 04:25:30.680 : ../models/spf_lut_x4 | Iter:196400, Sample:6284800, GPixel:2.62e-03, dT:0.0059, rT:1.1007 +24-08-10 04:27:28.344 : ../models/spf_lut_x4 | Iter:196500, Sample:6288000, GPixel:2.69e-03, dT:0.0037, rT:1.0941 +24-08-10 04:29:25.963 : ../models/spf_lut_x4 | Iter:196600, Sample:6291200, GPixel:2.75e-03, dT:0.0037, rT:1.0935 +24-08-10 04:31:23.965 : ../models/spf_lut_x4 | Iter:196700, Sample:6294400, GPixel:2.68e-03, dT:0.0042, rT:1.0962 +24-08-10 04:33:22.300 : ../models/spf_lut_x4 | Iter:196800, Sample:6297600, GPixel:2.68e-03, dT:0.0060, rT:1.0964 +24-08-10 04:35:20.014 : ../models/spf_lut_x4 | Iter:196900, Sample:6300800, GPixel:2.64e-03, dT:0.0039, rT:1.0946 +24-08-10 04:37:17.695 : ../models/spf_lut_x4 | Iter:197000, Sample:6304000, GPixel:2.87e-03, dT:0.0037, rT:1.0938 +24-08-10 04:39:15.893 : ../models/spf_lut_x4 | Iter:197100, Sample:6307200, GPixel:2.70e-03, dT:0.0053, rT:1.0968 +24-08-10 04:41:13.589 : ../models/spf_lut_x4 | Iter:197200, Sample:6310400, GPixel:2.71e-03, dT:0.0037, rT:1.0932 +24-08-10 04:43:11.200 : ../models/spf_lut_x4 | Iter:197300, Sample:6313600, GPixel:2.74e-03, dT:0.0035, rT:1.0943 +24-08-10 04:45:08.779 : ../models/spf_lut_x4 | Iter:197400, Sample:6316800, GPixel:2.63e-03, dT:0.0035, rT:1.0930 +24-08-10 04:47:07.338 : ../models/spf_lut_x4 | Iter:197500, Sample:6320000, GPixel:2.70e-03, dT:0.0054, rT:1.0982 +24-08-10 04:49:05.011 : ../models/spf_lut_x4 | Iter:197600, Sample:6323200, GPixel:2.75e-03, dT:0.0037, rT:1.0936 +24-08-10 04:51:02.693 : ../models/spf_lut_x4 | Iter:197700, Sample:6326400, GPixel:2.69e-03, dT:0.0035, rT:1.0946 +24-08-10 04:53:00.341 : ../models/spf_lut_x4 | Iter:197800, Sample:6329600, GPixel:2.82e-03, dT:0.0035, rT:1.0942 +24-08-10 04:54:58.811 : ../models/spf_lut_x4 | Iter:197900, Sample:6332800, GPixel:2.65e-03, dT:0.0054, rT:1.0975 +24-08-10 04:56:56.456 : ../models/spf_lut_x4 | Iter:198000, Sample:6336000, GPixel:2.70e-03, dT:0.0036, rT:1.0941 +24-08-10 04:56:56.573 : Checkpoint saved 198000 +24-08-10 04:56:57.393 : Iter 198000 | Dataset Set5 | AVG Val PSNR: 31.090897 +24-08-10 04:57:01.194 : Iter 198000 | Dataset Set14 | AVG Val PSNR: 27.930175 +24-08-10 04:58:58.774 : ../models/spf_lut_x4 | Iter:198100, Sample:6339200, GPixel:2.80e-03, dT:0.0036, rT:1.0930 +24-08-10 05:00:56.391 : ../models/spf_lut_x4 | Iter:198200, Sample:6342400, GPixel:2.62e-03, dT:0.0035, rT:1.0931 +24-08-10 05:02:54.945 : ../models/spf_lut_x4 | Iter:198300, Sample:6345600, GPixel:2.71e-03, dT:0.0050, rT:1.0995 +24-08-10 05:04:52.630 : ../models/spf_lut_x4 | Iter:198400, Sample:6348800, GPixel:2.74e-03, dT:0.0036, rT:1.0938 +24-08-10 05:06:50.251 : ../models/spf_lut_x4 | Iter:198500, Sample:6352000, GPixel:2.72e-03, dT:0.0035, rT:1.0934 +24-08-10 05:08:47.994 : ../models/spf_lut_x4 | Iter:198600, Sample:6355200, GPixel:2.73e-03, dT:0.0034, rT:1.0952 +24-08-10 05:10:46.458 : ../models/spf_lut_x4 | Iter:198700, Sample:6358400, GPixel:2.72e-03, dT:0.0062, rT:1.0967 +24-08-10 05:12:44.148 : ../models/spf_lut_x4 | Iter:198800, Sample:6361600, GPixel:2.73e-03, dT:0.0037, rT:1.0949 +24-08-10 05:14:41.830 : ../models/spf_lut_x4 | Iter:198900, Sample:6364800, GPixel:2.72e-03, dT:0.0036, rT:1.0943 +24-08-10 05:16:39.528 : ../models/spf_lut_x4 | Iter:199000, Sample:6368000, GPixel:2.67e-03, dT:0.0036, rT:1.0947 +24-08-10 05:18:37.985 : ../models/spf_lut_x4 | Iter:199100, Sample:6371200, GPixel:2.75e-03, dT:0.0051, rT:1.0961 +24-08-10 05:20:35.667 : ../models/spf_lut_x4 | Iter:199200, Sample:6374400, GPixel:2.79e-03, dT:0.0036, rT:1.0920 +24-08-10 05:22:33.293 : ../models/spf_lut_x4 | Iter:199300, Sample:6377600, GPixel:2.73e-03, dT:0.0036, rT:1.0922 +24-08-10 05:24:30.869 : ../models/spf_lut_x4 | Iter:199400, Sample:6380800, GPixel:2.65e-03, dT:0.0036, rT:1.0903 +24-08-10 05:26:29.353 : ../models/spf_lut_x4 | Iter:199500, Sample:6384000, GPixel:2.73e-03, dT:0.0063, rT:1.0977 +24-08-10 05:28:27.054 : ../models/spf_lut_x4 | Iter:199600, Sample:6387200, GPixel:2.77e-03, dT:0.0036, rT:1.0946 +24-08-10 05:30:24.898 : ../models/spf_lut_x4 | Iter:199700, Sample:6390400, GPixel:2.82e-03, dT:0.0036, rT:1.0961 +24-08-10 05:32:22.753 : ../models/spf_lut_x4 | Iter:199800, Sample:6393600, GPixel:2.80e-03, dT:0.0041, rT:1.0946 +24-08-10 05:34:21.155 : ../models/spf_lut_x4 | Iter:199900, Sample:6396800, GPixel:2.65e-03, dT:0.0057, rT:1.0966 +24-08-10 05:36:18.845 : ../models/spf_lut_x4 | Iter:200000, Sample:6400000, GPixel:2.65e-03, dT:0.0037, rT:1.0941 +24-08-10 05:36:18.962 : Checkpoint saved 200000 +24-08-10 05:36:19.781 : Iter 200000 | Dataset Set5 | AVG Val PSNR: 31.082771 +24-08-10 05:36:23.659 : Iter 200000 | Dataset Set14 | AVG Val PSNR: 27.936045 +24-08-10 05:36:23.661 : Complete +24-08-13 09:52:07.099 : None +24-08-13 09:54:20.118 : ../models/spf_lut_x4 | Iter:200100, Sample: 3200, GPixel:2.98e-03, dT:0.0120, rT:1.1001 +24-08-13 09:56:19.266 : ../models/spf_lut_x4 | Iter:200200, Sample: 6400, GPixel:2.87e-03, dT:0.0061, rT:1.1039 +24-08-13 09:58:16.732 : ../models/spf_lut_x4 | Iter:200300, Sample: 9600, GPixel:2.75e-03, dT:0.0034, rT:1.0898 +24-08-13 10:00:14.312 : ../models/spf_lut_x4 | Iter:200400, Sample: 12800, GPixel:2.67e-03, dT:0.0035, rT:1.0915 +24-08-13 10:02:12.149 : ../models/spf_lut_x4 | Iter:200500, Sample: 16000, GPixel:2.72e-03, dT:0.0043, rT:1.0921 +24-08-13 10:04:10.444 : ../models/spf_lut_x4 | Iter:200600, Sample: 19200, GPixel:2.83e-03, dT:0.0047, rT:1.0951 +24-08-13 10:06:07.952 : ../models/spf_lut_x4 | Iter:200700, Sample: 22400, GPixel:2.77e-03, dT:0.0035, rT:1.0899 +24-08-13 10:08:05.469 : ../models/spf_lut_x4 | Iter:200800, Sample: 25600, GPixel:2.73e-03, dT:0.0036, rT:1.0904 +24-08-13 10:10:03.982 : ../models/spf_lut_x4 | Iter:200900, Sample: 28800, GPixel:2.67e-03, dT:0.0049, rT:1.0983 +24-08-13 10:12:01.813 : ../models/spf_lut_x4 | Iter:201000, Sample: 32000, GPixel:2.71e-03, dT:0.0038, rT:1.0938 +24-08-13 10:13:59.232 : ../models/spf_lut_x4 | Iter:201100, Sample: 35200, GPixel:2.72e-03, dT:0.0034, rT:1.0901 +24-08-13 10:15:56.631 : ../models/spf_lut_x4 | Iter:201200, Sample: 38400, GPixel:2.67e-03, dT:0.0035, rT:1.0909 +24-08-13 10:17:55.368 : ../models/spf_lut_x4 | Iter:201300, Sample: 41600, GPixel:2.66e-03, dT:0.0052, rT:1.1002 +24-08-13 10:19:52.920 : ../models/spf_lut_x4 | Iter:201400, Sample: 44800, GPixel:2.70e-03, dT:0.0037, rT:1.0908 +24-08-13 10:21:50.360 : ../models/spf_lut_x4 | Iter:201500, Sample: 48000, GPixel:2.68e-03, dT:0.0034, rT:1.0896 +24-08-13 10:23:47.798 : ../models/spf_lut_x4 | Iter:201600, Sample: 51200, GPixel:2.72e-03, dT:0.0037, rT:1.0886 +24-08-13 10:25:46.812 : ../models/spf_lut_x4 | Iter:201700, Sample: 54400, GPixel:2.91e-03, dT:0.0064, rT:1.1013 +24-08-13 10:27:44.366 : ../models/spf_lut_x4 | Iter:201800, Sample: 57600, GPixel:2.65e-03, dT:0.0038, rT:1.0917 +24-08-13 10:29:42.198 : ../models/spf_lut_x4 | Iter:201900, Sample: 60800, GPixel:2.78e-03, dT:0.0037, rT:1.0942 +24-08-13 10:31:39.924 : ../models/spf_lut_x4 | Iter:202000, Sample: 64000, GPixel:2.79e-03, dT:0.0035, rT:1.0926 +24-08-13 10:31:40.020 : Checkpoint saved 202000 +24-08-13 10:31:42.570 : Iter 202000 | Dataset Set5 | AVG Val PSNR: 31.023778 +24-08-13 10:31:48.347 : Iter 202000 | Dataset Set14 | AVG Val PSNR: 27.874691 +24-08-13 10:33:47.359 : ../models/spf_lut_x4 | Iter:202100, Sample: 67200, GPixel:2.71e-03, dT:0.0060, rT:1.1015 +24-08-13 10:35:44.798 : ../models/spf_lut_x4 | Iter:202200, Sample: 70400, GPixel:2.76e-03, dT:0.0034, rT:1.0915 +24-08-13 10:37:42.232 : ../models/spf_lut_x4 | Iter:202300, Sample: 73600, GPixel:2.70e-03, dT:0.0035, rT:1.0913 +24-08-13 10:39:39.679 : ../models/spf_lut_x4 | Iter:202400, Sample: 76800, GPixel:2.63e-03, dT:0.0034, rT:1.0923 +24-08-13 10:41:38.753 : ../models/spf_lut_x4 | Iter:202500, Sample: 80000, GPixel:2.59e-03, dT:0.0055, rT:1.1032 +24-08-13 10:43:36.170 : ../models/spf_lut_x4 | Iter:202600, Sample: 83200, GPixel:2.84e-03, dT:0.0034, rT:1.0910 +24-08-13 10:45:33.600 : ../models/spf_lut_x4 | Iter:202700, Sample: 86400, GPixel:2.77e-03, dT:0.0035, rT:1.0895 +24-08-13 10:47:31.005 : ../models/spf_lut_x4 | Iter:202800, Sample: 89600, GPixel:2.67e-03, dT:0.0035, rT:1.0895 +24-08-13 10:49:29.738 : ../models/spf_lut_x4 | Iter:202900, Sample: 92800, GPixel:2.68e-03, dT:0.0056, rT:1.1003 +24-08-13 10:51:27.196 : ../models/spf_lut_x4 | Iter:203000, Sample: 96000, GPixel:2.73e-03, dT:0.0036, rT:1.0919 +24-08-13 10:53:24.966 : ../models/spf_lut_x4 | Iter:203100, Sample: 99200, GPixel:2.67e-03, dT:0.0036, rT:1.0947 +24-08-13 10:55:22.688 : ../models/spf_lut_x4 | Iter:203200, Sample:102400, GPixel:2.84e-03, dT:0.0037, rT:1.0947 +24-08-13 10:57:21.988 : ../models/spf_lut_x4 | Iter:203300, Sample:105600, GPixel:2.73e-03, dT:0.0061, rT:1.1039 +24-08-13 10:59:19.680 : ../models/spf_lut_x4 | Iter:203400, Sample:108800, GPixel:2.86e-03, dT:0.0034, rT:1.0927 +24-08-13 11:01:17.494 : ../models/spf_lut_x4 | Iter:203500, Sample:112000, GPixel:2.74e-03, dT:0.0040, rT:1.0927 +24-08-13 11:03:15.183 : ../models/spf_lut_x4 | Iter:203600, Sample:115200, GPixel:2.64e-03, dT:0.0037, rT:1.0922 +24-08-13 11:05:14.181 : ../models/spf_lut_x4 | Iter:203700, Sample:118400, GPixel:2.79e-03, dT:0.0053, rT:1.1025 +24-08-13 11:07:11.905 : ../models/spf_lut_x4 | Iter:203800, Sample:121600, GPixel:2.64e-03, dT:0.0035, rT:1.0938 +24-08-13 11:09:09.612 : ../models/spf_lut_x4 | Iter:203900, Sample:124800, GPixel:2.74e-03, dT:0.0036, rT:1.0941 +24-08-13 11:11:07.445 : ../models/spf_lut_x4 | Iter:204000, Sample:128000, GPixel:2.71e-03, dT:0.0036, rT:1.0944 +24-08-13 11:11:07.807 : Checkpoint saved 204000 +24-08-13 11:11:09.090 : Iter 204000 | Dataset Set5 | AVG Val PSNR: 30.994471 +24-08-13 11:11:14.477 : Iter 204000 | Dataset Set14 | AVG Val PSNR: 27.882902 +24-08-13 11:13:12.899 : ../models/spf_lut_x4 | Iter:204100, Sample:131200, GPixel:2.73e-03, dT:0.0055, rT:1.0990 +24-08-13 11:15:10.570 : ../models/spf_lut_x4 | Iter:204200, Sample:134400, GPixel:2.77e-03, dT:0.0035, rT:1.0938 +24-08-13 11:17:08.285 : ../models/spf_lut_x4 | Iter:204300, Sample:137600, GPixel:2.76e-03, dT:0.0035, rT:1.0936 +24-08-13 11:19:07.412 : ../models/spf_lut_x4 | Iter:204400, Sample:140800, GPixel:2.64e-03, dT:0.0048, rT:1.1055 +24-08-13 11:21:06.079 : ../models/spf_lut_x4 | Iter:204500, Sample:144000, GPixel:2.74e-03, dT:0.0046, rT:1.1009 +24-08-13 11:23:03.736 : ../models/spf_lut_x4 | Iter:204600, Sample:147200, GPixel:2.74e-03, dT:0.0034, rT:1.0909 +24-08-13 11:25:01.434 : ../models/spf_lut_x4 | Iter:204700, Sample:150400, GPixel:2.74e-03, dT:0.0036, rT:1.0910 +24-08-13 11:27:00.784 : ../models/spf_lut_x4 | Iter:204800, Sample:153600, GPixel:2.67e-03, dT:0.0054, rT:1.1037 +24-08-13 11:28:59.023 : ../models/spf_lut_x4 | Iter:204900, Sample:156800, GPixel:2.70e-03, dT:0.0043, rT:1.0955 +24-08-13 11:30:56.808 : ../models/spf_lut_x4 | Iter:205000, Sample:160000, GPixel:2.63e-03, dT:0.0035, rT:1.0926 +24-08-13 11:32:54.533 : ../models/spf_lut_x4 | Iter:205100, Sample:163200, GPixel:2.62e-03, dT:0.0035, rT:1.0919 +24-08-13 11:34:53.879 : ../models/spf_lut_x4 | Iter:205200, Sample:166400, GPixel:2.85e-03, dT:0.0064, rT:1.1045 +24-08-13 11:36:51.670 : ../models/spf_lut_x4 | Iter:205300, Sample:169600, GPixel:2.64e-03, dT:0.0038, rT:1.0919 +24-08-13 11:38:49.457 : ../models/spf_lut_x4 | Iter:205400, Sample:172800, GPixel:2.69e-03, dT:0.0035, rT:1.0927 +24-08-13 11:40:47.150 : ../models/spf_lut_x4 | Iter:205500, Sample:176000, GPixel:2.74e-03, dT:0.0034, rT:1.0929 +24-08-13 11:42:46.067 : ../models/spf_lut_x4 | Iter:205600, Sample:179200, GPixel:2.83e-03, dT:0.0049, rT:1.1010 +24-08-13 11:44:43.677 : ../models/spf_lut_x4 | Iter:205700, Sample:182400, GPixel:2.66e-03, dT:0.0033, rT:1.0926 +24-08-13 11:46:41.514 : ../models/spf_lut_x4 | Iter:205800, Sample:185600, GPixel:2.63e-03, dT:0.0040, rT:1.0932 +24-08-13 11:48:39.272 : ../models/spf_lut_x4 | Iter:205900, Sample:188800, GPixel:2.57e-03, dT:0.0042, rT:1.0925 +24-08-13 11:50:38.636 : ../models/spf_lut_x4 | Iter:206000, Sample:192000, GPixel:2.77e-03, dT:0.0067, rT:1.1055 +24-08-13 11:50:38.752 : Checkpoint saved 206000 +24-08-13 11:50:39.469 : Iter 206000 | Dataset Set5 | AVG Val PSNR: 31.038948 +24-08-13 11:50:43.188 : Iter 206000 | Dataset Set14 | AVG Val PSNR: 27.902893 +24-08-13 11:52:40.696 : ../models/spf_lut_x4 | Iter:206100, Sample:195200, GPixel:2.71e-03, dT:0.0034, rT:1.0925 +24-08-13 11:54:38.257 : ../models/spf_lut_x4 | Iter:206200, Sample:198400, GPixel:2.64e-03, dT:0.0032, rT:1.0917 +24-08-13 11:56:35.839 : ../models/spf_lut_x4 | Iter:206300, Sample:201600, GPixel:2.78e-03, dT:0.0034, rT:1.0917 +24-08-13 11:58:35.051 : ../models/spf_lut_x4 | Iter:206400, Sample:204800, GPixel:2.69e-03, dT:0.0062, rT:1.1043 +24-08-13 12:00:32.764 : ../models/spf_lut_x4 | Iter:206500, Sample:208000, GPixel:2.87e-03, dT:0.0033, rT:1.0925 +24-08-13 12:02:30.395 : ../models/spf_lut_x4 | Iter:206600, Sample:211200, GPixel:2.71e-03, dT:0.0034, rT:1.0914 +24-08-13 12:04:28.024 : ../models/spf_lut_x4 | Iter:206700, Sample:214400, GPixel:2.80e-03, dT:0.0038, rT:1.0907 +24-08-13 12:06:26.987 : ../models/spf_lut_x4 | Iter:206800, Sample:217600, GPixel:2.61e-03, dT:0.0057, rT:1.1031 +24-08-13 12:08:24.545 : ../models/spf_lut_x4 | Iter:206900, Sample:220800, GPixel:2.70e-03, dT:0.0032, rT:1.0930 +24-08-13 12:10:22.052 : ../models/spf_lut_x4 | Iter:207000, Sample:224000, GPixel:2.74e-03, dT:0.0031, rT:1.0930 +24-08-13 12:12:19.505 : ../models/spf_lut_x4 | Iter:207100, Sample:227200, GPixel:2.79e-03, dT:0.0031, rT:1.0928 +24-08-13 12:14:17.697 : ../models/spf_lut_x4 | Iter:207200, Sample:230400, GPixel:2.78e-03, dT:0.0043, rT:1.0969 +24-08-13 12:16:15.234 : ../models/spf_lut_x4 | Iter:207300, Sample:233600, GPixel:2.73e-03, dT:0.0033, rT:1.0931 +24-08-13 12:18:12.746 : ../models/spf_lut_x4 | Iter:207400, Sample:236800, GPixel:2.74e-03, dT:0.0033, rT:1.0925 +24-08-13 12:20:10.346 : ../models/spf_lut_x4 | Iter:207500, Sample:240000, GPixel:2.82e-03, dT:0.0033, rT:1.0932 +24-08-13 12:22:09.251 : ../models/spf_lut_x4 | Iter:207600, Sample:243200, GPixel:2.75e-03, dT:0.0052, rT:1.1033 +24-08-13 12:24:06.785 : ../models/spf_lut_x4 | Iter:207700, Sample:246400, GPixel:2.74e-03, dT:0.0034, rT:1.0935 +24-08-13 12:26:04.295 : ../models/spf_lut_x4 | Iter:207800, Sample:249600, GPixel:2.60e-03, dT:0.0032, rT:1.0926 +24-08-13 12:28:02.217 : ../models/spf_lut_x4 | Iter:207900, Sample:252800, GPixel:2.61e-03, dT:0.0038, rT:1.0937 +24-08-13 12:30:00.417 : ../models/spf_lut_x4 | Iter:208000, Sample:256000, GPixel:2.87e-03, dT:0.0040, rT:1.0981 +24-08-13 12:30:00.515 : Checkpoint saved 208000 +24-08-13 12:30:01.318 : Iter 208000 | Dataset Set5 | AVG Val PSNR: 31.028146 +24-08-13 12:30:05.069 : Iter 208000 | Dataset Set14 | AVG Val PSNR: 27.897865 +24-08-13 12:32:02.302 : ../models/spf_lut_x4 | Iter:208100, Sample:259200, GPixel:2.72e-03, dT:0.0030, rT:1.0913 +24-08-13 12:33:59.559 : ../models/spf_lut_x4 | Iter:208200, Sample:262400, GPixel:2.68e-03, dT:0.0035, rT:1.0909 +24-08-13 12:35:57.450 : ../models/spf_lut_x4 | Iter:208300, Sample:265600, GPixel:2.77e-03, dT:0.0043, rT:1.0931 +24-08-13 12:37:54.956 : ../models/spf_lut_x4 | Iter:208400, Sample:268800, GPixel:2.73e-03, dT:0.0031, rT:1.0914 +24-08-13 12:39:52.623 : ../models/spf_lut_x4 | Iter:208500, Sample:272000, GPixel:2.66e-03, dT:0.0031, rT:1.0945 +24-08-13 12:41:50.108 : ../models/spf_lut_x4 | Iter:208600, Sample:275200, GPixel:2.64e-03, dT:0.0031, rT:1.0932 +24-08-13 12:43:48.593 : ../models/spf_lut_x4 | Iter:208700, Sample:278400, GPixel:2.72e-03, dT:0.0047, rT:1.0995 +24-08-13 12:45:46.113 : ../models/spf_lut_x4 | Iter:208800, Sample:281600, GPixel:2.63e-03, dT:0.0030, rT:1.0925 +24-08-13 12:47:43.636 : ../models/spf_lut_x4 | Iter:208900, Sample:284800, GPixel:2.68e-03, dT:0.0031, rT:1.0919 +24-08-13 12:49:41.135 : ../models/spf_lut_x4 | Iter:209000, Sample:288000, GPixel:2.74e-03, dT:0.0031, rT:1.0932 +24-08-13 12:51:39.248 : ../models/spf_lut_x4 | Iter:209100, Sample:291200, GPixel:2.73e-03, dT:0.0041, rT:1.0966 +24-08-13 12:53:36.773 : ../models/spf_lut_x4 | Iter:209200, Sample:294400, GPixel:2.69e-03, dT:0.0030, rT:1.0936 +24-08-13 12:55:34.252 : ../models/spf_lut_x4 | Iter:209300, Sample:297600, GPixel:2.88e-03, dT:0.0031, rT:1.0926 +24-08-13 12:57:31.733 : ../models/spf_lut_x4 | Iter:209400, Sample:300800, GPixel:2.64e-03, dT:0.0031, rT:1.0912 +24-08-13 12:59:29.920 : ../models/spf_lut_x4 | Iter:209500, Sample:304000, GPixel:2.75e-03, dT:0.0047, rT:1.0946 +24-08-13 13:01:27.482 : ../models/spf_lut_x4 | Iter:209600, Sample:307200, GPixel:2.68e-03, dT:0.0033, rT:1.0927 +24-08-13 13:03:24.962 : ../models/spf_lut_x4 | Iter:209700, Sample:310400, GPixel:2.77e-03, dT:0.0031, rT:1.0900 +24-08-13 13:05:22.522 : ../models/spf_lut_x4 | Iter:209800, Sample:313600, GPixel:2.80e-03, dT:0.0037, rT:1.0929 +24-08-13 13:07:20.818 : ../models/spf_lut_x4 | Iter:209900, Sample:316800, GPixel:2.81e-03, dT:0.0046, rT:1.0972 +24-08-13 13:09:18.474 : ../models/spf_lut_x4 | Iter:210000, Sample:320000, GPixel:2.74e-03, dT:0.0033, rT:1.0948 +24-08-13 13:09:18.567 : Checkpoint saved 210000 +24-08-13 13:09:19.371 : Iter 210000 | Dataset Set5 | AVG Val PSNR: 31.020807 +24-08-13 13:09:23.123 : Iter 210000 | Dataset Set14 | AVG Val PSNR: 27.886130 +24-08-13 13:11:20.283 : ../models/spf_lut_x4 | Iter:210100, Sample:323200, GPixel:2.68e-03, dT:0.0032, rT:1.0900 +24-08-13 13:13:17.401 : ../models/spf_lut_x4 | Iter:210200, Sample:326400, GPixel:2.81e-03, dT:0.0031, rT:1.0874 +24-08-13 13:15:15.674 : ../models/spf_lut_x4 | Iter:210300, Sample:329600, GPixel:2.57e-03, dT:0.0045, rT:1.0966 +24-08-13 13:17:13.220 : ../models/spf_lut_x4 | Iter:210400, Sample:332800, GPixel:2.66e-03, dT:0.0032, rT:1.0910 +24-08-13 13:19:10.774 : ../models/spf_lut_x4 | Iter:210500, Sample:336000, GPixel:2.65e-03, dT:0.0031, rT:1.0928 +24-08-13 13:21:08.528 : ../models/spf_lut_x4 | Iter:210600, Sample:339200, GPixel:2.71e-03, dT:0.0036, rT:1.0954 +24-08-13 13:23:06.600 : ../models/spf_lut_x4 | Iter:210700, Sample:342400, GPixel:2.76e-03, dT:0.0040, rT:1.0933 +24-08-13 13:25:04.093 : ../models/spf_lut_x4 | Iter:210800, Sample:345600, GPixel:2.75e-03, dT:0.0031, rT:1.0878 +24-08-13 13:27:01.587 : ../models/spf_lut_x4 | Iter:210900, Sample:348800, GPixel:2.77e-03, dT:0.0031, rT:1.0930 +24-08-13 13:29:00.074 : ../models/spf_lut_x4 | Iter:211000, Sample:352000, GPixel:2.67e-03, dT:0.0047, rT:1.0995 +24-08-13 13:30:57.703 : ../models/spf_lut_x4 | Iter:211100, Sample:355200, GPixel:2.70e-03, dT:0.0033, rT:1.0942 +24-08-13 13:32:55.248 : ../models/spf_lut_x4 | Iter:211200, Sample:358400, GPixel:2.90e-03, dT:0.0031, rT:1.0936 +24-08-13 13:34:52.708 : ../models/spf_lut_x4 | Iter:211300, Sample:361600, GPixel:2.75e-03, dT:0.0030, rT:1.0920 +24-08-13 13:36:51.078 : ../models/spf_lut_x4 | Iter:211400, Sample:364800, GPixel:2.70e-03, dT:0.0045, rT:1.0990 +24-08-13 13:38:48.637 : ../models/spf_lut_x4 | Iter:211500, Sample:368000, GPixel:2.64e-03, dT:0.0030, rT:1.0905 +24-08-13 13:40:46.116 : ../models/spf_lut_x4 | Iter:211600, Sample:371200, GPixel:2.69e-03, dT:0.0031, rT:1.0918 +24-08-13 13:42:43.573 : ../models/spf_lut_x4 | Iter:211700, Sample:374400, GPixel:2.61e-03, dT:0.0031, rT:1.0925 +24-08-13 13:44:42.322 : ../models/spf_lut_x4 | Iter:211800, Sample:377600, GPixel:2.64e-03, dT:0.0051, rT:1.1006 +24-08-13 13:46:39.842 : ../models/spf_lut_x4 | Iter:211900, Sample:380800, GPixel:2.64e-03, dT:0.0030, rT:1.0937 +24-08-13 13:48:37.441 : ../models/spf_lut_x4 | Iter:212000, Sample:384000, GPixel:2.59e-03, dT:0.0033, rT:1.0922 +24-08-13 13:48:37.531 : Checkpoint saved 212000 +24-08-13 13:48:38.329 : Iter 212000 | Dataset Set5 | AVG Val PSNR: 31.018234 +24-08-13 13:48:42.059 : Iter 212000 | Dataset Set14 | AVG Val PSNR: 27.886403 +24-08-13 13:50:39.217 : ../models/spf_lut_x4 | Iter:212100, Sample:387200, GPixel:2.84e-03, dT:0.0032, rT:1.0877 +24-08-13 13:52:37.430 : ../models/spf_lut_x4 | Iter:212200, Sample:390400, GPixel:2.71e-03, dT:0.0049, rT:1.0966 +24-08-13 13:54:34.975 : ../models/spf_lut_x4 | Iter:212300, Sample:393600, GPixel:2.78e-03, dT:0.0031, rT:1.0934 +24-08-13 13:56:32.457 : ../models/spf_lut_x4 | Iter:212400, Sample:396800, GPixel:2.73e-03, dT:0.0031, rT:1.0935 +24-08-13 13:58:29.965 : ../models/spf_lut_x4 | Iter:212500, Sample:400000, GPixel:2.65e-03, dT:0.0032, rT:1.0937 +24-08-13 14:00:28.363 : ../models/spf_lut_x4 | Iter:212600, Sample:403200, GPixel:2.69e-03, dT:0.0048, rT:1.0982 +24-08-13 14:02:25.963 : ../models/spf_lut_x4 | Iter:212700, Sample:406400, GPixel:2.67e-03, dT:0.0031, rT:1.0934 +24-08-13 14:04:23.512 : ../models/spf_lut_x4 | Iter:212800, Sample:409600, GPixel:2.60e-03, dT:0.0032, rT:1.0927 +24-08-13 14:06:20.973 : ../models/spf_lut_x4 | Iter:212900, Sample:412800, GPixel:2.70e-03, dT:0.0030, rT:1.0908 +24-08-13 14:08:19.206 : ../models/spf_lut_x4 | Iter:213000, Sample:416000, GPixel:2.69e-03, dT:0.0052, rT:1.0968 +24-08-13 14:10:16.698 : ../models/spf_lut_x4 | Iter:213100, Sample:419200, GPixel:2.63e-03, dT:0.0030, rT:1.0920 +24-08-13 14:12:14.138 : ../models/spf_lut_x4 | Iter:213200, Sample:422400, GPixel:2.61e-03, dT:0.0030, rT:1.0928 +24-08-13 14:14:11.879 : ../models/spf_lut_x4 | Iter:213300, Sample:425600, GPixel:2.67e-03, dT:0.0038, rT:1.0915 +24-08-13 14:16:09.767 : ../models/spf_lut_x4 | Iter:213400, Sample:428800, GPixel:2.64e-03, dT:0.0038, rT:1.0963 +24-08-13 14:18:07.270 : ../models/spf_lut_x4 | Iter:213500, Sample:432000, GPixel:2.66e-03, dT:0.0031, rT:1.0923 +24-08-13 14:20:04.768 : ../models/spf_lut_x4 | Iter:213600, Sample:435200, GPixel:2.65e-03, dT:0.0029, rT:1.0937 +24-08-13 14:22:03.080 : ../models/spf_lut_x4 | Iter:213700, Sample:438400, GPixel:2.71e-03, dT:0.0043, rT:1.0980 +24-08-13 14:24:00.677 : ../models/spf_lut_x4 | Iter:213800, Sample:441600, GPixel:2.65e-03, dT:0.0032, rT:1.0931 +24-08-13 14:25:58.182 : ../models/spf_lut_x4 | Iter:213900, Sample:444800, GPixel:2.68e-03, dT:0.0030, rT:1.0933 +24-08-13 14:27:55.683 : ../models/spf_lut_x4 | Iter:214000, Sample:448000, GPixel:2.85e-03, dT:0.0031, rT:1.0916 +24-08-13 14:27:55.774 : Checkpoint saved 214000 +24-08-13 14:27:56.576 : Iter 214000 | Dataset Set5 | AVG Val PSNR: 31.002093 +24-08-13 14:28:00.304 : Iter 214000 | Dataset Set14 | AVG Val PSNR: 27.902346 +24-08-13 14:29:58.346 : ../models/spf_lut_x4 | Iter:214100, Sample:451200, GPixel:2.68e-03, dT:0.0044, rT:1.0950 +24-08-13 14:31:55.794 : ../models/spf_lut_x4 | Iter:214200, Sample:454400, GPixel:2.66e-03, dT:0.0030, rT:1.0898 +24-08-13 14:33:53.206 : ../models/spf_lut_x4 | Iter:214300, Sample:457600, GPixel:2.66e-03, dT:0.0029, rT:1.0916 +24-08-13 14:35:50.612 : ../models/spf_lut_x4 | Iter:214400, Sample:460800, GPixel:2.62e-03, dT:0.0033, rT:1.0921 +24-08-13 14:37:49.065 : ../models/spf_lut_x4 | Iter:214500, Sample:464000, GPixel:2.70e-03, dT:0.0051, rT:1.0985 +24-08-13 14:39:46.571 : ../models/spf_lut_x4 | Iter:214600, Sample:467200, GPixel:2.65e-03, dT:0.0033, rT:1.0911 +24-08-13 14:41:44.085 : ../models/spf_lut_x4 | Iter:214700, Sample:470400, GPixel:2.63e-03, dT:0.0031, rT:1.0937 +24-08-13 14:43:41.484 : ../models/spf_lut_x4 | Iter:214800, Sample:473600, GPixel:2.70e-03, dT:0.0030, rT:1.0928 +24-08-13 14:45:39.511 : ../models/spf_lut_x4 | Iter:214900, Sample:476800, GPixel:2.73e-03, dT:0.0051, rT:1.0949 +24-08-13 14:47:36.942 : ../models/spf_lut_x4 | Iter:215000, Sample:480000, GPixel:2.81e-03, dT:0.0031, rT:1.0906 +24-08-13 14:49:34.278 : ../models/spf_lut_x4 | Iter:215100, Sample:483200, GPixel:2.63e-03, dT:0.0031, rT:1.0894 +24-08-13 14:51:31.606 : ../models/spf_lut_x4 | Iter:215200, Sample:486400, GPixel:2.73e-03, dT:0.0032, rT:1.0915 +24-08-13 14:53:29.672 : ../models/spf_lut_x4 | Iter:215300, Sample:489600, GPixel:2.72e-03, dT:0.0048, rT:1.0952 +24-08-13 14:55:27.173 : ../models/spf_lut_x4 | Iter:215400, Sample:492800, GPixel:2.65e-03, dT:0.0034, rT:1.0932 +24-08-13 14:57:24.578 : ../models/spf_lut_x4 | Iter:215500, Sample:496000, GPixel:2.77e-03, dT:0.0032, rT:1.0901 +24-08-13 14:59:21.979 : ../models/spf_lut_x4 | Iter:215600, Sample:499200, GPixel:2.69e-03, dT:0.0031, rT:1.0919 +24-08-13 15:01:20.196 : ../models/spf_lut_x4 | Iter:215700, Sample:502400, GPixel:2.72e-03, dT:0.0045, rT:1.0966 +24-08-13 15:03:17.708 : ../models/spf_lut_x4 | Iter:215800, Sample:505600, GPixel:2.65e-03, dT:0.0031, rT:1.0933 +24-08-13 15:05:15.183 : ../models/spf_lut_x4 | Iter:215900, Sample:508800, GPixel:2.74e-03, dT:0.0031, rT:1.0932 +24-08-13 15:07:12.745 : ../models/spf_lut_x4 | Iter:216000, Sample:512000, GPixel:2.73e-03, dT:0.0032, rT:1.0924 +24-08-13 15:07:12.966 : Checkpoint saved 216000 +24-08-13 15:07:13.987 : Iter 216000 | Dataset Set5 | AVG Val PSNR: 31.045645 +24-08-13 15:07:19.089 : Iter 216000 | Dataset Set14 | AVG Val PSNR: 27.918457 +24-08-13 15:09:17.049 : ../models/spf_lut_x4 | Iter:216100, Sample:515200, GPixel:2.77e-03, dT:0.0041, rT:1.0937 +24-08-13 15:11:14.465 : ../models/spf_lut_x4 | Iter:216200, Sample:518400, GPixel:2.73e-03, dT:0.0030, rT:1.0910 +24-08-13 15:13:11.777 : ../models/spf_lut_x4 | Iter:216300, Sample:521600, GPixel:2.72e-03, dT:0.0029, rT:1.0919 +24-08-13 15:15:09.587 : ../models/spf_lut_x4 | Iter:216400, Sample:524800, GPixel:2.80e-03, dT:0.0043, rT:1.0934 +24-08-13 15:17:07.250 : ../models/spf_lut_x4 | Iter:216500, Sample:528000, GPixel:2.76e-03, dT:0.0036, rT:1.0928 +24-08-13 15:19:04.807 : ../models/spf_lut_x4 | Iter:216600, Sample:531200, GPixel:2.69e-03, dT:0.0030, rT:1.0934 +24-08-13 15:21:02.189 : ../models/spf_lut_x4 | Iter:216700, Sample:534400, GPixel:2.59e-03, dT:0.0030, rT:1.0914 +24-08-13 15:23:00.223 : ../models/spf_lut_x4 | Iter:216800, Sample:537600, GPixel:2.79e-03, dT:0.0043, rT:1.0970 +24-08-13 15:24:57.692 : ../models/spf_lut_x4 | Iter:216900, Sample:540800, GPixel:2.62e-03, dT:0.0032, rT:1.0920 +24-08-13 15:26:55.131 : ../models/spf_lut_x4 | Iter:217000, Sample:544000, GPixel:2.79e-03, dT:0.0031, rT:1.0929 +24-08-13 15:28:52.579 : ../models/spf_lut_x4 | Iter:217100, Sample:547200, GPixel:2.78e-03, dT:0.0029, rT:1.0926 +24-08-13 15:30:50.838 : ../models/spf_lut_x4 | Iter:217200, Sample:550400, GPixel:2.66e-03, dT:0.0043, rT:1.0973 +24-08-13 15:32:48.268 : ../models/spf_lut_x4 | Iter:217300, Sample:553600, GPixel:2.79e-03, dT:0.0028, rT:1.0921 +24-08-13 15:34:45.615 : ../models/spf_lut_x4 | Iter:217400, Sample:556800, GPixel:2.80e-03, dT:0.0028, rT:1.0918 +24-08-13 15:36:42.931 : ../models/spf_lut_x4 | Iter:217500, Sample:560000, GPixel:2.70e-03, dT:0.0029, rT:1.0917 +24-08-13 15:38:40.298 : ../models/spf_lut_x4 | Iter:217600, Sample:563200, GPixel:2.81e-03, dT:0.0028, rT:1.0925 +24-08-13 15:40:37.670 : ../models/spf_lut_x4 | Iter:217700, Sample:566400, GPixel:2.63e-03, dT:0.0029, rT:1.0912 +24-08-13 15:42:35.111 : ../models/spf_lut_x4 | Iter:217800, Sample:569600, GPixel:2.69e-03, dT:0.0028, rT:1.0917 +24-08-13 15:44:32.540 : ../models/spf_lut_x4 | Iter:217900, Sample:572800, GPixel:2.68e-03, dT:0.0027, rT:1.0905 +24-08-13 15:46:29.891 : ../models/spf_lut_x4 | Iter:218000, Sample:576000, GPixel:2.76e-03, dT:0.0027, rT:1.0893 +24-08-13 15:46:29.981 : Checkpoint saved 218000 +24-08-13 15:46:30.766 : Iter 218000 | Dataset Set5 | AVG Val PSNR: 31.024979 +24-08-13 15:46:34.433 : Iter 218000 | Dataset Set14 | AVG Val PSNR: 27.898593 +24-08-13 15:48:31.708 : ../models/spf_lut_x4 | Iter:218100, Sample:579200, GPixel:2.73e-03, dT:0.0027, rT:1.0900 +24-08-13 15:50:29.080 : ../models/spf_lut_x4 | Iter:218200, Sample:582400, GPixel:2.71e-03, dT:0.0028, rT:1.0905 +24-08-13 15:52:26.475 : ../models/spf_lut_x4 | Iter:218300, Sample:585600, GPixel:2.70e-03, dT:0.0029, rT:1.0904 +24-08-13 15:54:23.842 : ../models/spf_lut_x4 | Iter:218400, Sample:588800, GPixel:2.69e-03, dT:0.0028, rT:1.0914 +24-08-13 15:56:21.219 : ../models/spf_lut_x4 | Iter:218500, Sample:592000, GPixel:2.78e-03, dT:0.0028, rT:1.0919 +24-08-13 15:58:18.642 : ../models/spf_lut_x4 | Iter:218600, Sample:595200, GPixel:2.78e-03, dT:0.0029, rT:1.0919 +24-08-13 16:00:16.035 : ../models/spf_lut_x4 | Iter:218700, Sample:598400, GPixel:2.81e-03, dT:0.0029, rT:1.0911 +24-08-13 16:02:13.423 : ../models/spf_lut_x4 | Iter:218800, Sample:601600, GPixel:2.66e-03, dT:0.0028, rT:1.0907 +24-08-13 16:04:10.765 : ../models/spf_lut_x4 | Iter:218900, Sample:604800, GPixel:2.77e-03, dT:0.0028, rT:1.0914 +24-08-13 16:06:08.103 : ../models/spf_lut_x4 | Iter:219000, Sample:608000, GPixel:2.64e-03, dT:0.0029, rT:1.0920 +24-08-13 16:08:05.426 : ../models/spf_lut_x4 | Iter:219100, Sample:611200, GPixel:2.85e-03, dT:0.0029, rT:1.0912 +24-08-13 16:10:02.744 : ../models/spf_lut_x4 | Iter:219200, Sample:614400, GPixel:2.61e-03, dT:0.0028, rT:1.0912 +24-08-13 16:12:00.096 : ../models/spf_lut_x4 | Iter:219300, Sample:617600, GPixel:2.66e-03, dT:0.0028, rT:1.0896 +24-08-13 16:13:57.491 : ../models/spf_lut_x4 | Iter:219400, Sample:620800, GPixel:2.61e-03, dT:0.0028, rT:1.0916 +24-08-13 16:15:54.921 : ../models/spf_lut_x4 | Iter:219500, Sample:624000, GPixel:2.65e-03, dT:0.0028, rT:1.0920 +24-08-13 16:17:52.430 : ../models/spf_lut_x4 | Iter:219600, Sample:627200, GPixel:2.77e-03, dT:0.0031, rT:1.0925 +24-08-13 16:19:49.997 : ../models/spf_lut_x4 | Iter:219700, Sample:630400, GPixel:2.83e-03, dT:0.0037, rT:1.0915 +24-08-13 16:21:47.620 : ../models/spf_lut_x4 | Iter:219800, Sample:633600, GPixel:2.71e-03, dT:0.0036, rT:1.0916 +24-08-13 16:23:45.134 : ../models/spf_lut_x4 | Iter:219900, Sample:636800, GPixel:2.77e-03, dT:0.0035, rT:1.0916 +24-08-13 16:25:42.582 : ../models/spf_lut_x4 | Iter:220000, Sample:640000, GPixel:2.71e-03, dT:0.0033, rT:1.0913 +24-08-13 16:25:42.673 : Checkpoint saved 220000 +24-08-13 16:25:43.462 : Iter 220000 | Dataset Set5 | AVG Val PSNR: 31.046136 +24-08-13 16:25:47.162 : Iter 220000 | Dataset Set14 | AVG Val PSNR: 27.919204 +24-08-13 16:27:44.801 : ../models/spf_lut_x4 | Iter:220100, Sample:643200, GPixel:2.74e-03, dT:0.0034, rT:1.0930 +24-08-13 16:29:42.596 : ../models/spf_lut_x4 | Iter:220200, Sample:646400, GPixel:2.65e-03, dT:0.0034, rT:1.0945 +24-08-13 16:31:40.178 : ../models/spf_lut_x4 | Iter:220300, Sample:649600, GPixel:2.72e-03, dT:0.0033, rT:1.0927 +24-08-13 16:33:37.904 : ../models/spf_lut_x4 | Iter:220400, Sample:652800, GPixel:2.57e-03, dT:0.0034, rT:1.0938 +24-08-13 16:35:35.595 : ../models/spf_lut_x4 | Iter:220500, Sample:656000, GPixel:2.76e-03, dT:0.0035, rT:1.0924 +24-08-13 16:37:33.146 : ../models/spf_lut_x4 | Iter:220600, Sample:659200, GPixel:2.52e-03, dT:0.0034, rT:1.0925 +24-08-13 16:39:30.683 : ../models/spf_lut_x4 | Iter:220700, Sample:662400, GPixel:2.89e-03, dT:0.0037, rT:1.0920 +24-08-13 16:41:28.191 : ../models/spf_lut_x4 | Iter:220800, Sample:665600, GPixel:2.86e-03, dT:0.0033, rT:1.0920 +24-08-13 16:43:25.949 : ../models/spf_lut_x4 | Iter:220900, Sample:668800, GPixel:2.66e-03, dT:0.0032, rT:1.0941 +24-08-13 16:45:23.565 : ../models/spf_lut_x4 | Iter:221000, Sample:672000, GPixel:2.71e-03, dT:0.0034, rT:1.0920 +24-08-13 16:47:21.173 : ../models/spf_lut_x4 | Iter:221100, Sample:675200, GPixel:2.78e-03, dT:0.0033, rT:1.0924 +24-08-13 16:49:18.652 : ../models/spf_lut_x4 | Iter:221200, Sample:678400, GPixel:2.72e-03, dT:0.0033, rT:1.0915 +24-08-13 16:51:16.235 : ../models/spf_lut_x4 | Iter:221300, Sample:681600, GPixel:2.61e-03, dT:0.0037, rT:1.0926 +24-08-13 16:53:13.710 : ../models/spf_lut_x4 | Iter:221400, Sample:684800, GPixel:2.68e-03, dT:0.0034, rT:1.0914 +24-08-13 16:55:11.169 : ../models/spf_lut_x4 | Iter:221500, Sample:688000, GPixel:2.80e-03, dT:0.0031, rT:1.0912 +24-08-13 16:57:08.741 : ../models/spf_lut_x4 | Iter:221600, Sample:691200, GPixel:2.74e-03, dT:0.0035, rT:1.0919 +24-08-13 16:59:06.385 : ../models/spf_lut_x4 | Iter:221700, Sample:694400, GPixel:2.71e-03, dT:0.0035, rT:1.0915 +24-08-13 17:01:03.861 : ../models/spf_lut_x4 | Iter:221800, Sample:697600, GPixel:2.74e-03, dT:0.0033, rT:1.0923 +24-08-13 17:03:01.392 : ../models/spf_lut_x4 | Iter:221900, Sample:700800, GPixel:2.75e-03, dT:0.0035, rT:1.0916 +24-08-13 17:04:59.022 : ../models/spf_lut_x4 | Iter:222000, Sample:704000, GPixel:2.71e-03, dT:0.0031, rT:1.0929 +24-08-13 17:04:59.113 : Checkpoint saved 222000 +24-08-13 17:04:59.897 : Iter 222000 | Dataset Set5 | AVG Val PSNR: 31.012575 +24-08-13 17:05:03.607 : Iter 222000 | Dataset Set14 | AVG Val PSNR: 27.895457 +24-08-13 17:07:01.279 : ../models/spf_lut_x4 | Iter:222100, Sample:707200, GPixel:2.63e-03, dT:0.0033, rT:1.0922 +24-08-13 17:08:58.835 : ../models/spf_lut_x4 | Iter:222200, Sample:710400, GPixel:2.76e-03, dT:0.0034, rT:1.0922 +24-08-13 17:10:56.454 : ../models/spf_lut_x4 | Iter:222300, Sample:713600, GPixel:2.63e-03, dT:0.0039, rT:1.0924 +24-08-13 17:12:54.047 : ../models/spf_lut_x4 | Iter:222400, Sample:716800, GPixel:2.75e-03, dT:0.0033, rT:1.0934 +24-08-13 17:14:51.607 : ../models/spf_lut_x4 | Iter:222500, Sample:720000, GPixel:2.73e-03, dT:0.0039, rT:1.0917 +24-08-13 17:16:49.121 : ../models/spf_lut_x4 | Iter:222600, Sample:723200, GPixel:2.81e-03, dT:0.0033, rT:1.0926 +24-08-13 17:18:46.641 : ../models/spf_lut_x4 | Iter:222700, Sample:726400, GPixel:2.66e-03, dT:0.0032, rT:1.0931 +24-08-13 17:20:44.255 : ../models/spf_lut_x4 | Iter:222800, Sample:729600, GPixel:2.63e-03, dT:0.0032, rT:1.0935 +24-08-13 17:22:41.856 : ../models/spf_lut_x4 | Iter:222900, Sample:732800, GPixel:2.76e-03, dT:0.0035, rT:1.0920 +24-08-13 17:24:39.417 : ../models/spf_lut_x4 | Iter:223000, Sample:736000, GPixel:2.72e-03, dT:0.0031, rT:1.0927 +24-08-13 17:26:37.044 : ../models/spf_lut_x4 | Iter:223100, Sample:739200, GPixel:2.60e-03, dT:0.0033, rT:1.0927 +24-08-13 17:28:34.685 : ../models/spf_lut_x4 | Iter:223200, Sample:742400, GPixel:2.74e-03, dT:0.0034, rT:1.0931 +24-08-13 17:30:32.243 : ../models/spf_lut_x4 | Iter:223300, Sample:745600, GPixel:2.78e-03, dT:0.0033, rT:1.0923 +24-08-13 17:32:29.839 : ../models/spf_lut_x4 | Iter:223400, Sample:748800, GPixel:2.62e-03, dT:0.0035, rT:1.0925 +24-08-13 17:34:27.465 : ../models/spf_lut_x4 | Iter:223500, Sample:752000, GPixel:2.78e-03, dT:0.0034, rT:1.0927 +24-08-13 17:36:25.093 : ../models/spf_lut_x4 | Iter:223600, Sample:755200, GPixel:2.75e-03, dT:0.0035, rT:1.0925 +24-08-13 17:38:22.956 : ../models/spf_lut_x4 | Iter:223700, Sample:758400, GPixel:2.70e-03, dT:0.0038, rT:1.0950 +24-08-13 17:40:20.403 : ../models/spf_lut_x4 | Iter:223800, Sample:761600, GPixel:2.76e-03, dT:0.0031, rT:1.0912 +24-08-13 17:42:17.953 : ../models/spf_lut_x4 | Iter:223900, Sample:764800, GPixel:2.72e-03, dT:0.0037, rT:1.0919 +24-08-13 17:44:15.603 : ../models/spf_lut_x4 | Iter:224000, Sample:768000, GPixel:2.67e-03, dT:0.0035, rT:1.0930 +24-08-13 17:44:15.694 : Checkpoint saved 224000 +24-08-13 17:44:16.480 : Iter 224000 | Dataset Set5 | AVG Val PSNR: 31.045757 +24-08-13 17:44:20.165 : Iter 224000 | Dataset Set14 | AVG Val PSNR: 27.908462 +24-08-13 17:46:17.877 : ../models/spf_lut_x4 | Iter:224100, Sample:771200, GPixel:2.65e-03, dT:0.0036, rT:1.0935 +24-08-13 17:48:15.480 : ../models/spf_lut_x4 | Iter:224200, Sample:774400, GPixel:2.64e-03, dT:0.0035, rT:1.0927 +24-08-13 17:50:13.146 : ../models/spf_lut_x4 | Iter:224300, Sample:777600, GPixel:2.64e-03, dT:0.0036, rT:1.0938 +24-08-13 17:52:10.606 : ../models/spf_lut_x4 | Iter:224400, Sample:780800, GPixel:2.71e-03, dT:0.0035, rT:1.0912 +24-08-13 17:54:08.271 : ../models/spf_lut_x4 | Iter:224500, Sample:784000, GPixel:2.71e-03, dT:0.0036, rT:1.0926 +24-08-13 17:56:05.952 : ../models/spf_lut_x4 | Iter:224600, Sample:787200, GPixel:2.57e-03, dT:0.0037, rT:1.0931 +24-08-13 17:58:03.379 : ../models/spf_lut_x4 | Iter:224700, Sample:790400, GPixel:2.68e-03, dT:0.0032, rT:1.0911 +24-08-13 18:00:00.924 : ../models/spf_lut_x4 | Iter:224800, Sample:793600, GPixel:2.83e-03, dT:0.0034, rT:1.0922 +24-08-13 18:01:58.525 : ../models/spf_lut_x4 | Iter:224900, Sample:796800, GPixel:2.56e-03, dT:0.0034, rT:1.0919 +24-08-13 18:03:56.028 : ../models/spf_lut_x4 | Iter:225000, Sample:800000, GPixel:2.68e-03, dT:0.0032, rT:1.0915 +24-08-13 18:05:53.752 : ../models/spf_lut_x4 | Iter:225100, Sample:803200, GPixel:2.72e-03, dT:0.0038, rT:1.0911 +24-08-13 18:07:51.527 : ../models/spf_lut_x4 | Iter:225200, Sample:806400, GPixel:2.71e-03, dT:0.0038, rT:1.0917 +24-08-13 18:09:49.304 : ../models/spf_lut_x4 | Iter:225300, Sample:809600, GPixel:2.74e-03, dT:0.0042, rT:1.0915 +24-08-13 18:11:47.156 : ../models/spf_lut_x4 | Iter:225400, Sample:812800, GPixel:2.85e-03, dT:0.0038, rT:1.0925 +24-08-13 18:13:44.841 : ../models/spf_lut_x4 | Iter:225500, Sample:816000, GPixel:2.67e-03, dT:0.0035, rT:1.0906 +24-08-13 18:15:42.488 : ../models/spf_lut_x4 | Iter:225600, Sample:819200, GPixel:2.70e-03, dT:0.0036, rT:1.0908 +24-08-13 18:17:40.294 : ../models/spf_lut_x4 | Iter:225700, Sample:822400, GPixel:2.77e-03, dT:0.0037, rT:1.0922 +24-08-13 18:19:38.148 : ../models/spf_lut_x4 | Iter:225800, Sample:825600, GPixel:2.79e-03, dT:0.0040, rT:1.0913 +24-08-13 18:21:36.015 : ../models/spf_lut_x4 | Iter:225900, Sample:828800, GPixel:2.66e-03, dT:0.0039, rT:1.0920 +24-08-13 18:23:33.756 : ../models/spf_lut_x4 | Iter:226000, Sample:832000, GPixel:2.73e-03, dT:0.0036, rT:1.0925 +24-08-13 18:23:33.847 : Checkpoint saved 226000 +24-08-13 18:23:34.653 : Iter 226000 | Dataset Set5 | AVG Val PSNR: 31.012580 +24-08-13 18:23:38.328 : Iter 226000 | Dataset Set14 | AVG Val PSNR: 27.881119 +24-08-13 18:25:36.011 : ../models/spf_lut_x4 | Iter:226100, Sample:835200, GPixel:2.65e-03, dT:0.0037, rT:1.0909 +24-08-13 18:27:33.811 : ../models/spf_lut_x4 | Iter:226200, Sample:838400, GPixel:2.61e-03, dT:0.0038, rT:1.0923 +24-08-13 18:29:31.543 : ../models/spf_lut_x4 | Iter:226300, Sample:841600, GPixel:2.83e-03, dT:0.0040, rT:1.0909 +24-08-13 18:31:29.515 : ../models/spf_lut_x4 | Iter:226400, Sample:844800, GPixel:2.69e-03, dT:0.0042, rT:1.0927 +24-08-13 18:33:27.184 : ../models/spf_lut_x4 | Iter:226500, Sample:848000, GPixel:2.67e-03, dT:0.0038, rT:1.0907 +24-08-13 18:35:24.972 : ../models/spf_lut_x4 | Iter:226600, Sample:851200, GPixel:2.78e-03, dT:0.0035, rT:1.0920 +24-08-13 18:37:22.765 : ../models/spf_lut_x4 | Iter:226700, Sample:854400, GPixel:2.63e-03, dT:0.0038, rT:1.0924 +24-08-13 18:39:20.489 : ../models/spf_lut_x4 | Iter:226800, Sample:857600, GPixel:2.72e-03, dT:0.0038, rT:1.0915 +24-08-13 18:41:18.376 : ../models/spf_lut_x4 | Iter:226900, Sample:860800, GPixel:2.88e-03, dT:0.0041, rT:1.0942 +24-08-13 18:43:16.059 : ../models/spf_lut_x4 | Iter:227000, Sample:864000, GPixel:2.82e-03, dT:0.0040, rT:1.0911 +24-08-13 18:45:13.777 : ../models/spf_lut_x4 | Iter:227100, Sample:867200, GPixel:2.65e-03, dT:0.0042, rT:1.0912 +24-08-13 18:47:11.377 : ../models/spf_lut_x4 | Iter:227200, Sample:870400, GPixel:2.73e-03, dT:0.0042, rT:1.0909 +24-08-13 18:49:09.314 : ../models/spf_lut_x4 | Iter:227300, Sample:873600, GPixel:2.66e-03, dT:0.0039, rT:1.0946 +24-08-13 18:51:07.232 : ../models/spf_lut_x4 | Iter:227400, Sample:876800, GPixel:2.70e-03, dT:0.0040, rT:1.0944 +24-08-13 18:53:05.173 : ../models/spf_lut_x4 | Iter:227500, Sample:880000, GPixel:2.75e-03, dT:0.0042, rT:1.0933 +24-08-13 18:55:02.771 : ../models/spf_lut_x4 | Iter:227600, Sample:883200, GPixel:2.79e-03, dT:0.0039, rT:1.0904 +24-08-13 18:57:00.433 : ../models/spf_lut_x4 | Iter:227700, Sample:886400, GPixel:2.71e-03, dT:0.0035, rT:1.0920 +24-08-13 18:58:58.085 : ../models/spf_lut_x4 | Iter:227800, Sample:889600, GPixel:2.67e-03, dT:0.0036, rT:1.0906 +24-08-13 19:00:55.748 : ../models/spf_lut_x4 | Iter:227900, Sample:892800, GPixel:2.74e-03, dT:0.0040, rT:1.0913 +24-08-13 19:02:53.412 : ../models/spf_lut_x4 | Iter:228000, Sample:896000, GPixel:2.78e-03, dT:0.0040, rT:1.0921 +24-08-13 19:02:53.507 : Checkpoint saved 228000 +24-08-13 19:02:54.298 : Iter 228000 | Dataset Set5 | AVG Val PSNR: 30.990656 +24-08-13 19:02:58.414 : Iter 228000 | Dataset Set14 | AVG Val PSNR: 27.880429 +24-08-13 19:04:55.946 : ../models/spf_lut_x4 | Iter:228100, Sample:899200, GPixel:2.56e-03, dT:0.0037, rT:1.0908 +24-08-13 19:06:53.587 : ../models/spf_lut_x4 | Iter:228200, Sample:902400, GPixel:2.78e-03, dT:0.0040, rT:1.0905 +24-08-13 19:08:51.154 : ../models/spf_lut_x4 | Iter:228300, Sample:905600, GPixel:2.84e-03, dT:0.0038, rT:1.0896 +24-08-13 19:10:48.800 : ../models/spf_lut_x4 | Iter:228400, Sample:908800, GPixel:2.85e-03, dT:0.0041, rT:1.0906 +24-08-13 19:12:46.675 : ../models/spf_lut_x4 | Iter:228500, Sample:912000, GPixel:2.63e-03, dT:0.0042, rT:1.0918 +24-08-13 19:14:44.334 : ../models/spf_lut_x4 | Iter:228600, Sample:915200, GPixel:2.78e-03, dT:0.0038, rT:1.0926 +24-08-13 19:16:42.026 : ../models/spf_lut_x4 | Iter:228700, Sample:918400, GPixel:2.86e-03, dT:0.0037, rT:1.0916 +24-08-13 19:18:39.606 : ../models/spf_lut_x4 | Iter:228800, Sample:921600, GPixel:2.78e-03, dT:0.0036, rT:1.0906 +24-08-13 19:20:37.166 : ../models/spf_lut_x4 | Iter:228900, Sample:924800, GPixel:2.67e-03, dT:0.0034, rT:1.0890 +24-08-13 19:22:34.702 : ../models/spf_lut_x4 | Iter:229000, Sample:928000, GPixel:2.78e-03, dT:0.0037, rT:1.0898 +24-08-13 19:24:32.463 : ../models/spf_lut_x4 | Iter:229100, Sample:931200, GPixel:2.70e-03, dT:0.0043, rT:1.0917 +24-08-13 19:26:30.124 : ../models/spf_lut_x4 | Iter:229200, Sample:934400, GPixel:2.61e-03, dT:0.0038, rT:1.0911 +24-08-13 19:28:27.771 : ../models/spf_lut_x4 | Iter:229300, Sample:937600, GPixel:2.68e-03, dT:0.0038, rT:1.0907 +24-08-13 19:30:25.381 : ../models/spf_lut_x4 | Iter:229400, Sample:940800, GPixel:2.77e-03, dT:0.0035, rT:1.0919 +24-08-13 19:32:23.058 : ../models/spf_lut_x4 | Iter:229500, Sample:944000, GPixel:2.66e-03, dT:0.0036, rT:1.0916 +24-08-13 19:34:20.927 : ../models/spf_lut_x4 | Iter:229600, Sample:947200, GPixel:2.79e-03, dT:0.0039, rT:1.0933 +24-08-13 19:36:18.562 : ../models/spf_lut_x4 | Iter:229700, Sample:950400, GPixel:2.74e-03, dT:0.0038, rT:1.0909 +24-08-13 19:38:16.144 : ../models/spf_lut_x4 | Iter:229800, Sample:953600, GPixel:2.74e-03, dT:0.0038, rT:1.0908 +24-08-13 19:40:13.800 : ../models/spf_lut_x4 | Iter:229900, Sample:956800, GPixel:2.68e-03, dT:0.0036, rT:1.0920 +24-08-13 19:42:11.610 : ../models/spf_lut_x4 | Iter:230000, Sample:960000, GPixel:2.67e-03, dT:0.0041, rT:1.0922 +24-08-13 19:42:11.735 : Checkpoint saved 230000 +24-08-13 19:42:12.836 : Iter 230000 | Dataset Set5 | AVG Val PSNR: 31.051239 +24-08-13 19:42:16.654 : Iter 230000 | Dataset Set14 | AVG Val PSNR: 27.921879 +24-08-13 19:44:14.487 : ../models/spf_lut_x4 | Iter:230100, Sample:963200, GPixel:2.68e-03, dT:0.0040, rT:1.0911 +24-08-13 19:46:12.125 : ../models/spf_lut_x4 | Iter:230200, Sample:966400, GPixel:2.77e-03, dT:0.0037, rT:1.0917 +24-08-13 19:48:09.687 : ../models/spf_lut_x4 | Iter:230300, Sample:969600, GPixel:2.70e-03, dT:0.0037, rT:1.0896 +24-08-13 19:50:07.368 : ../models/spf_lut_x4 | Iter:230400, Sample:972800, GPixel:2.63e-03, dT:0.0041, rT:1.0927 +24-08-13 19:52:05.100 : ../models/spf_lut_x4 | Iter:230500, Sample:976000, GPixel:2.66e-03, dT:0.0037, rT:1.0927 +24-08-13 19:54:02.983 : ../models/spf_lut_x4 | Iter:230600, Sample:979200, GPixel:2.70e-03, dT:0.0041, rT:1.0920 +24-08-13 19:56:00.860 : ../models/spf_lut_x4 | Iter:230700, Sample:982400, GPixel:2.72e-03, dT:0.0040, rT:1.0924 +24-08-13 19:57:58.558 : ../models/spf_lut_x4 | Iter:230800, Sample:985600, GPixel:2.62e-03, dT:0.0039, rT:1.0924 +24-08-13 19:59:56.213 : ../models/spf_lut_x4 | Iter:230900, Sample:988800, GPixel:2.71e-03, dT:0.0038, rT:1.0928 +24-08-13 20:01:53.961 : ../models/spf_lut_x4 | Iter:231000, Sample:992000, GPixel:2.68e-03, dT:0.0042, rT:1.0910 +24-08-13 20:03:51.585 : ../models/spf_lut_x4 | Iter:231100, Sample:995200, GPixel:2.73e-03, dT:0.0042, rT:1.0901 +24-08-13 20:05:49.395 : ../models/spf_lut_x4 | Iter:231200, Sample:998400, GPixel:2.65e-03, dT:0.0046, rT:1.0922 +24-08-13 20:07:47.114 : ../models/spf_lut_x4 | Iter:231300, Sample:1001600, GPixel:2.73e-03, dT:0.0039, rT:1.0911 +24-08-13 20:09:44.741 : ../models/spf_lut_x4 | Iter:231400, Sample:1004800, GPixel:2.71e-03, dT:0.0035, rT:1.0911 +24-08-13 20:11:42.481 : ../models/spf_lut_x4 | Iter:231500, Sample:1008000, GPixel:2.68e-03, dT:0.0041, rT:1.0902 +24-08-13 20:13:40.084 : ../models/spf_lut_x4 | Iter:231600, Sample:1011200, GPixel:2.69e-03, dT:0.0040, rT:1.0907 +24-08-13 20:15:37.987 : ../models/spf_lut_x4 | Iter:231700, Sample:1014400, GPixel:2.87e-03, dT:0.0039, rT:1.0940 +24-08-13 20:17:35.922 : ../models/spf_lut_x4 | Iter:231800, Sample:1017600, GPixel:2.67e-03, dT:0.0046, rT:1.0932 +24-08-13 20:19:33.591 : ../models/spf_lut_x4 | Iter:231900, Sample:1020800, GPixel:2.57e-03, dT:0.0036, rT:1.0916 +24-08-13 20:21:31.258 : ../models/spf_lut_x4 | Iter:232000, Sample:1024000, GPixel:2.80e-03, dT:0.0039, rT:1.0906 +24-08-13 20:21:31.354 : Checkpoint saved 232000 +24-08-13 20:21:32.169 : Iter 232000 | Dataset Set5 | AVG Val PSNR: 31.043891 +24-08-13 20:21:36.053 : Iter 232000 | Dataset Set14 | AVG Val PSNR: 27.908218 +24-08-13 20:23:33.756 : ../models/spf_lut_x4 | Iter:232100, Sample:1027200, GPixel:2.66e-03, dT:0.0045, rT:1.0902 +24-08-13 20:25:31.601 : ../models/spf_lut_x4 | Iter:232200, Sample:1030400, GPixel:2.70e-03, dT:0.0037, rT:1.0942 +24-08-13 20:27:29.191 : ../models/spf_lut_x4 | Iter:232300, Sample:1033600, GPixel:2.66e-03, dT:0.0036, rT:1.0918 +24-08-13 20:29:26.856 : ../models/spf_lut_x4 | Iter:232400, Sample:1036800, GPixel:2.83e-03, dT:0.0038, rT:1.0900 +24-08-13 20:31:24.605 : ../models/spf_lut_x4 | Iter:232500, Sample:1040000, GPixel:2.69e-03, dT:0.0041, rT:1.0918 +24-08-13 20:33:22.256 : ../models/spf_lut_x4 | Iter:232600, Sample:1043200, GPixel:2.73e-03, dT:0.0036, rT:1.0909 +24-08-13 20:35:19.951 : ../models/spf_lut_x4 | Iter:232700, Sample:1046400, GPixel:2.68e-03, dT:0.0040, rT:1.0924 +24-08-13 20:37:17.866 : ../models/spf_lut_x4 | Iter:232800, Sample:1049600, GPixel:2.67e-03, dT:0.0043, rT:1.0924 +24-08-13 20:39:15.401 : ../models/spf_lut_x4 | Iter:232900, Sample:1052800, GPixel:2.78e-03, dT:0.0035, rT:1.0908 +24-08-13 20:41:13.041 : ../models/spf_lut_x4 | Iter:233000, Sample:1056000, GPixel:2.82e-03, dT:0.0038, rT:1.0907 +24-08-13 20:43:10.654 : ../models/spf_lut_x4 | Iter:233100, Sample:1059200, GPixel:2.66e-03, dT:0.0038, rT:1.0899 +24-08-13 20:45:08.413 : ../models/spf_lut_x4 | Iter:233200, Sample:1062400, GPixel:2.70e-03, dT:0.0036, rT:1.0923 +24-08-13 20:47:06.288 : ../models/spf_lut_x4 | Iter:233300, Sample:1065600, GPixel:2.79e-03, dT:0.0040, rT:1.0925 +24-08-13 20:49:04.089 : ../models/spf_lut_x4 | Iter:233400, Sample:1068800, GPixel:2.72e-03, dT:0.0042, rT:1.0914 +24-08-13 20:51:02.081 : ../models/spf_lut_x4 | Iter:233500, Sample:1072000, GPixel:2.87e-03, dT:0.0043, rT:1.0921 +24-08-13 20:52:59.864 : ../models/spf_lut_x4 | Iter:233600, Sample:1075200, GPixel:2.74e-03, dT:0.0040, rT:1.0904 +24-08-13 20:54:57.833 : ../models/spf_lut_x4 | Iter:233700, Sample:1078400, GPixel:2.65e-03, dT:0.0043, rT:1.0928 +24-08-13 20:56:55.848 : ../models/spf_lut_x4 | Iter:233800, Sample:1081600, GPixel:2.76e-03, dT:0.0038, rT:1.0948 +24-08-13 20:58:53.787 : ../models/spf_lut_x4 | Iter:233900, Sample:1084800, GPixel:2.57e-03, dT:0.0045, rT:1.0929 +24-08-13 21:00:51.610 : ../models/spf_lut_x4 | Iter:234000, Sample:1088000, GPixel:2.72e-03, dT:0.0042, rT:1.0912 +24-08-13 21:00:51.756 : Checkpoint saved 234000 +24-08-13 21:00:53.039 : Iter 234000 | Dataset Set5 | AVG Val PSNR: 31.019968 +24-08-13 21:00:57.306 : Iter 234000 | Dataset Set14 | AVG Val PSNR: 27.894399 +24-08-13 21:02:55.046 : ../models/spf_lut_x4 | Iter:234100, Sample:1091200, GPixel:2.75e-03, dT:0.0043, rT:1.0904 +24-08-13 21:04:52.794 : ../models/spf_lut_x4 | Iter:234200, Sample:1094400, GPixel:2.65e-03, dT:0.0039, rT:1.0906 +24-08-13 21:06:50.575 : ../models/spf_lut_x4 | Iter:234300, Sample:1097600, GPixel:2.72e-03, dT:0.0040, rT:1.0901 +24-08-13 21:08:48.461 : ../models/spf_lut_x4 | Iter:234400, Sample:1100800, GPixel:2.72e-03, dT:0.0039, rT:1.0923 +24-08-13 21:10:46.227 : ../models/spf_lut_x4 | Iter:234500, Sample:1104000, GPixel:2.64e-03, dT:0.0036, rT:1.0914 +24-08-13 21:12:43.955 : ../models/spf_lut_x4 | Iter:234600, Sample:1107200, GPixel:2.87e-03, dT:0.0039, rT:1.0898 +24-08-13 21:14:41.659 : ../models/spf_lut_x4 | Iter:234700, Sample:1110400, GPixel:2.72e-03, dT:0.0037, rT:1.0911 +24-08-13 21:16:39.397 : ../models/spf_lut_x4 | Iter:234800, Sample:1113600, GPixel:2.69e-03, dT:0.0042, rT:1.0907 +24-08-13 21:18:37.039 : ../models/spf_lut_x4 | Iter:234900, Sample:1116800, GPixel:2.68e-03, dT:0.0041, rT:1.0902 +24-08-13 21:20:34.649 : ../models/spf_lut_x4 | Iter:235000, Sample:1120000, GPixel:2.71e-03, dT:0.0038, rT:1.0906 +24-08-13 21:22:32.294 : ../models/spf_lut_x4 | Iter:235100, Sample:1123200, GPixel:2.80e-03, dT:0.0040, rT:1.0904 +24-08-13 21:24:30.085 : ../models/spf_lut_x4 | Iter:235200, Sample:1126400, GPixel:2.70e-03, dT:0.0039, rT:1.0923 +24-08-13 21:26:27.890 : ../models/spf_lut_x4 | Iter:235300, Sample:1129600, GPixel:2.65e-03, dT:0.0042, rT:1.0907 +24-08-13 21:28:25.463 : ../models/spf_lut_x4 | Iter:235400, Sample:1132800, GPixel:2.67e-03, dT:0.0040, rT:1.0897 +24-08-13 21:30:23.005 : ../models/spf_lut_x4 | Iter:235500, Sample:1136000, GPixel:2.85e-03, dT:0.0040, rT:1.0894 +24-08-13 21:32:20.669 : ../models/spf_lut_x4 | Iter:235600, Sample:1139200, GPixel:2.65e-03, dT:0.0040, rT:1.0909 +24-08-13 21:34:18.308 : ../models/spf_lut_x4 | Iter:235700, Sample:1142400, GPixel:2.65e-03, dT:0.0038, rT:1.0901 +24-08-13 21:36:15.913 : ../models/spf_lut_x4 | Iter:235800, Sample:1145600, GPixel:2.78e-03, dT:0.0038, rT:1.0907 +24-08-13 21:38:13.639 : ../models/spf_lut_x4 | Iter:235900, Sample:1148800, GPixel:2.89e-03, dT:0.0042, rT:1.0913 +24-08-13 21:40:11.115 : ../models/spf_lut_x4 | Iter:236000, Sample:1152000, GPixel:2.71e-03, dT:0.0039, rT:1.0905 +24-08-13 21:40:11.207 : Checkpoint saved 236000 +24-08-13 21:40:12.004 : Iter 236000 | Dataset Set5 | AVG Val PSNR: 31.018756 +24-08-13 21:40:15.760 : Iter 236000 | Dataset Set14 | AVG Val PSNR: 27.885823 +24-08-13 21:42:13.379 : ../models/spf_lut_x4 | Iter:236100, Sample:1155200, GPixel:2.74e-03, dT:0.0036, rT:1.0924 +24-08-13 21:44:11.035 : ../models/spf_lut_x4 | Iter:236200, Sample:1158400, GPixel:2.79e-03, dT:0.0036, rT:1.0906 +24-08-13 21:46:08.641 : ../models/spf_lut_x4 | Iter:236300, Sample:1161600, GPixel:2.71e-03, dT:0.0036, rT:1.0900 +24-08-13 21:48:06.547 : ../models/spf_lut_x4 | Iter:236400, Sample:1164800, GPixel:2.68e-03, dT:0.0041, rT:1.0925 +24-08-13 21:50:04.280 : ../models/spf_lut_x4 | Iter:236500, Sample:1168000, GPixel:2.80e-03, dT:0.0044, rT:1.0911 +24-08-13 21:52:01.926 : ../models/spf_lut_x4 | Iter:236600, Sample:1171200, GPixel:2.76e-03, dT:0.0037, rT:1.0900 +24-08-13 21:53:59.674 : ../models/spf_lut_x4 | Iter:236700, Sample:1174400, GPixel:2.78e-03, dT:0.0042, rT:1.0918 +24-08-13 21:55:57.327 : ../models/spf_lut_x4 | Iter:236800, Sample:1177600, GPixel:2.72e-03, dT:0.0043, rT:1.0918 +24-08-13 21:57:54.985 : ../models/spf_lut_x4 | Iter:236900, Sample:1180800, GPixel:2.70e-03, dT:0.0036, rT:1.0909 +24-08-13 21:59:52.571 : ../models/spf_lut_x4 | Iter:237000, Sample:1184000, GPixel:2.73e-03, dT:0.0037, rT:1.0898 +24-08-13 22:01:50.217 : ../models/spf_lut_x4 | Iter:237100, Sample:1187200, GPixel:2.65e-03, dT:0.0038, rT:1.0900 +24-08-13 22:03:47.850 : ../models/spf_lut_x4 | Iter:237200, Sample:1190400, GPixel:2.76e-03, dT:0.0038, rT:1.0917 +24-08-13 22:05:45.510 : ../models/spf_lut_x4 | Iter:237300, Sample:1193600, GPixel:2.83e-03, dT:0.0044, rT:1.0898 +24-08-13 22:07:43.097 : ../models/spf_lut_x4 | Iter:237400, Sample:1196800, GPixel:2.67e-03, dT:0.0041, rT:1.0900 +24-08-13 22:09:40.712 : ../models/spf_lut_x4 | Iter:237500, Sample:1200000, GPixel:2.66e-03, dT:0.0040, rT:1.0905 +24-08-13 22:11:38.322 : ../models/spf_lut_x4 | Iter:237600, Sample:1203200, GPixel:2.71e-03, dT:0.0039, rT:1.0901 +24-08-13 22:13:36.099 : ../models/spf_lut_x4 | Iter:237700, Sample:1206400, GPixel:2.61e-03, dT:0.0036, rT:1.0913 +24-08-13 22:15:33.835 : ../models/spf_lut_x4 | Iter:237800, Sample:1209600, GPixel:2.71e-03, dT:0.0037, rT:1.0935 +24-08-13 22:17:31.569 : ../models/spf_lut_x4 | Iter:237900, Sample:1212800, GPixel:2.67e-03, dT:0.0036, rT:1.0926 +24-08-13 22:19:29.346 : ../models/spf_lut_x4 | Iter:238000, Sample:1216000, GPixel:2.73e-03, dT:0.0044, rT:1.0927 +24-08-13 22:19:29.439 : Checkpoint saved 238000 +24-08-13 22:19:30.240 : Iter 238000 | Dataset Set5 | AVG Val PSNR: 31.028517 +24-08-13 22:19:33.973 : Iter 238000 | Dataset Set14 | AVG Val PSNR: 27.904318 +24-08-13 22:21:31.543 : ../models/spf_lut_x4 | Iter:238100, Sample:1219200, GPixel:2.65e-03, dT:0.0042, rT:1.0898 +24-08-13 22:23:29.133 : ../models/spf_lut_x4 | Iter:238200, Sample:1222400, GPixel:2.86e-03, dT:0.0042, rT:1.0912 +24-08-13 22:25:26.947 : ../models/spf_lut_x4 | Iter:238300, Sample:1225600, GPixel:2.73e-03, dT:0.0040, rT:1.0925 +24-08-13 22:27:24.491 : ../models/spf_lut_x4 | Iter:238400, Sample:1228800, GPixel:2.76e-03, dT:0.0037, rT:1.0897 +24-08-13 22:29:22.355 : ../models/spf_lut_x4 | Iter:238500, Sample:1232000, GPixel:2.59e-03, dT:0.0041, rT:1.0916 +24-08-13 22:31:20.007 : ../models/spf_lut_x4 | Iter:238600, Sample:1235200, GPixel:2.69e-03, dT:0.0039, rT:1.0910 +24-08-13 22:33:17.620 : ../models/spf_lut_x4 | Iter:238700, Sample:1238400, GPixel:2.73e-03, dT:0.0037, rT:1.0908 +24-08-13 22:35:15.115 : ../models/spf_lut_x4 | Iter:238800, Sample:1241600, GPixel:2.68e-03, dT:0.0037, rT:1.0903 +24-08-13 22:37:12.774 : ../models/spf_lut_x4 | Iter:238900, Sample:1244800, GPixel:2.68e-03, dT:0.0041, rT:1.0903 +24-08-13 22:39:10.771 : ../models/spf_lut_x4 | Iter:239000, Sample:1248000, GPixel:2.70e-03, dT:0.0043, rT:1.0934 +24-08-13 22:41:08.630 : ../models/spf_lut_x4 | Iter:239100, Sample:1251200, GPixel:2.78e-03, dT:0.0039, rT:1.0929 +24-08-13 22:43:06.139 : ../models/spf_lut_x4 | Iter:239200, Sample:1254400, GPixel:2.75e-03, dT:0.0036, rT:1.0907 +24-08-13 22:45:03.818 : ../models/spf_lut_x4 | Iter:239300, Sample:1257600, GPixel:2.78e-03, dT:0.0042, rT:1.0912 +24-08-13 22:47:01.395 : ../models/spf_lut_x4 | Iter:239400, Sample:1260800, GPixel:2.64e-03, dT:0.0035, rT:1.0913 +24-08-13 22:48:58.986 : ../models/spf_lut_x4 | Iter:239500, Sample:1264000, GPixel:2.68e-03, dT:0.0038, rT:1.0905 +24-08-13 22:50:56.563 : ../models/spf_lut_x4 | Iter:239600, Sample:1267200, GPixel:2.65e-03, dT:0.0041, rT:1.0916 +24-08-13 22:52:54.127 : ../models/spf_lut_x4 | Iter:239700, Sample:1270400, GPixel:2.67e-03, dT:0.0039, rT:1.0906 +24-08-13 22:54:51.707 : ../models/spf_lut_x4 | Iter:239800, Sample:1273600, GPixel:2.74e-03, dT:0.0037, rT:1.0905 +24-08-13 22:56:49.172 : ../models/spf_lut_x4 | Iter:239900, Sample:1276800, GPixel:2.66e-03, dT:0.0036, rT:1.0921 +24-08-13 22:58:46.650 : ../models/spf_lut_x4 | Iter:240000, Sample:1280000, GPixel:2.64e-03, dT:0.0035, rT:1.0919 +24-08-13 22:58:46.741 : Checkpoint saved 240000 +24-08-13 22:58:47.539 : Iter 240000 | Dataset Set5 | AVG Val PSNR: 31.022924 +24-08-13 22:58:51.068 : Iter 240000 | Dataset Set14 | AVG Val PSNR: 27.908223 +24-08-13 23:00:48.497 : ../models/spf_lut_x4 | Iter:240100, Sample:1283200, GPixel:2.66e-03, dT:0.0034, rT:1.0907 +24-08-13 23:02:46.159 : ../models/spf_lut_x4 | Iter:240200, Sample:1286400, GPixel:2.74e-03, dT:0.0041, rT:1.0912 diff --git a/spflut+ours/spf_lut_x4_1sam/Model_274000.pth b/spflut+ours/spf_lut_x4_1sam/Model_274000.pth new file mode 100644 index 0000000000000000000000000000000000000000..b4cece81919cd0b53b7b5e3c9c66a21f5a36ee8f --- /dev/null +++ b/spflut+ours/spf_lut_x4_1sam/Model_274000.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1b2f04ffb6a2ae0528a8b8ebe63bc5bd5334e262acbd4876812837d28ab1735 +size 1658322 diff --git a/spflut+ours/spf_lut_x4_1sam/lutft.log b/spflut+ours/spf_lut_x4_1sam/lutft.log new file mode 100644 index 0000000000000000000000000000000000000000..19cf0cd7fb94481f2ca589c6fbd982c59eec5ea7 --- /dev/null +++ b/spflut+ours/spf_lut_x4_1sam/lutft.log @@ -0,0 +1,1141 @@ +24-08-19 11:41:50.675 : None +24-08-19 11:46:58.369 : None +24-08-19 11:48:19.197 : Iter 1 | Dataset Set5 | AVG PSNR: 28.252274, AVG: SSIM: 0.817148 +24-08-19 11:49:41.401 : Iter 1 | Dataset Set14 | AVG PSNR: 26.121300, AVG: SSIM: 0.711428 +24-08-19 11:51:39.155 : None +24-08-19 11:52:59.701 : Iter 1 | Dataset Set5 | AVG PSNR: 29.887590, AVG: SSIM: 0.845142 +24-08-19 11:54:24.878 : Iter 1 | Dataset Set14 | AVG PSNR: 27.190594, AVG: SSIM: 0.737903 +24-08-19 12:21:51.660 : ../models/spf_lut_x4_1sam/ | Iter: 100, Sample: 3200, GPixel:2.87e-03, dT:0.0222, rT:16.6595 +24-08-19 12:48:38.926 : ../models/spf_lut_x4_1sam/ | Iter: 200, Sample: 6400, GPixel:2.66e-03, dT:0.0129, rT:16.0593 +24-08-19 13:15:20.572 : ../models/spf_lut_x4_1sam/ | Iter: 300, Sample: 9600, GPixel:2.68e-03, dT:0.0128, rT:16.0032 +24-08-19 13:41:51.654 : ../models/spf_lut_x4_1sam/ | Iter: 400, Sample: 12800, GPixel:2.68e-03, dT:0.0125, rT:15.8979 +24-08-19 14:08:27.472 : ../models/spf_lut_x4_1sam/ | Iter: 500, Sample: 16000, GPixel:2.84e-03, dT:0.0126, rT:15.9452 +24-08-19 14:34:11.937 : ../models/spf_lut_x4_1sam/ | Iter: 600, Sample: 19200, GPixel:2.89e-03, dT:0.0114, rT:15.4328 +24-08-19 14:59:53.907 : ../models/spf_lut_x4_1sam/ | Iter: 700, Sample: 22400, GPixel:2.73e-03, dT:0.0117, rT:15.4075 +24-08-19 15:25:36.389 : ../models/spf_lut_x4_1sam/ | Iter: 800, Sample: 25600, GPixel:2.69e-03, dT:0.0111, rT:15.4132 +24-08-19 15:51:13.782 : ../models/spf_lut_x4_1sam/ | Iter: 900, Sample: 28800, GPixel:2.69e-03, dT:0.0111, rT:15.3624 +24-08-19 16:16:52.393 : ../models/spf_lut_x4_1sam/ | Iter: 1000, Sample: 32000, GPixel:2.68e-03, dT:0.0114, rT:15.3743 +24-08-19 16:42:20.588 : ../models/spf_lut_x4_1sam/ | Iter: 1100, Sample: 35200, GPixel:2.71e-03, dT:0.0112, rT:15.2703 +24-08-19 17:07:52.662 : ../models/spf_lut_x4_1sam/ | Iter: 1200, Sample: 38400, GPixel:2.74e-03, dT:0.0120, rT:15.3083 +24-08-19 17:33:23.875 : ../models/spf_lut_x4_1sam/ | Iter: 1300, Sample: 41600, GPixel:2.78e-03, dT:0.0114, rT:15.3002 +24-08-19 17:58:55.326 : ../models/spf_lut_x4_1sam/ | Iter: 1400, Sample: 44800, GPixel:2.79e-03, dT:0.0113, rT:15.3028 +24-08-19 18:24:27.200 : ../models/spf_lut_x4_1sam/ | Iter: 1500, Sample: 48000, GPixel:2.74e-03, dT:0.0108, rT:15.3076 +24-08-19 18:49:58.658 : ../models/spf_lut_x4_1sam/ | Iter: 1600, Sample: 51200, GPixel:2.63e-03, dT:0.0112, rT:15.3029 +24-08-19 19:15:37.221 : ../models/spf_lut_x4_1sam/ | Iter: 1700, Sample: 54400, GPixel:2.75e-03, dT:0.0115, rT:15.3737 +24-08-19 19:41:14.928 : ../models/spf_lut_x4_1sam/ | Iter: 1800, Sample: 57600, GPixel:2.72e-03, dT:0.0114, rT:15.3652 +24-08-19 20:06:51.090 : ../models/spf_lut_x4_1sam/ | Iter: 1900, Sample: 60800, GPixel:2.78e-03, dT:0.0115, rT:15.3496 +24-08-19 20:32:21.507 : ../models/spf_lut_x4_1sam/ | Iter: 2000, Sample: 64000, GPixel:2.79e-03, dT:0.0116, rT:15.2920 +24-08-19 20:32:44.751 : Iter 2000 | Dataset Set5 | AVG PSNR: 30.994510, AVG: SSIM: 0.874536 +24-08-19 20:33:57.123 : Iter 2000 | Dataset Set14 | AVG PSNR: 27.856410, AVG: SSIM: 0.761970 +24-08-19 20:59:32.843 : ../models/spf_lut_x4_1sam/ | Iter: 2100, Sample: 67200, GPixel:2.73e-03, dT:0.0110, rT:15.3458 +24-08-19 21:24:55.678 : ../models/spf_lut_x4_1sam/ | Iter: 2200, Sample: 70400, GPixel:2.80e-03, dT:0.0123, rT:15.2155 +24-08-19 21:50:22.905 : ../models/spf_lut_x4_1sam/ | Iter: 2300, Sample: 73600, GPixel:2.73e-03, dT:0.0119, rT:15.2599 +24-08-19 22:15:57.007 : ../models/spf_lut_x4_1sam/ | Iter: 2400, Sample: 76800, GPixel:2.65e-03, dT:0.0122, rT:15.3283 +24-08-19 22:41:31.279 : ../models/spf_lut_x4_1sam/ | Iter: 2500, Sample: 80000, GPixel:2.71e-03, dT:0.0122, rT:15.3300 +24-08-19 23:06:56.586 : ../models/spf_lut_x4_1sam/ | Iter: 2600, Sample: 83200, GPixel:2.71e-03, dT:0.0122, rT:15.2404 +24-08-19 23:32:16.974 : ../models/spf_lut_x4_1sam/ | Iter: 2700, Sample: 86400, GPixel:2.78e-03, dT:0.0123, rT:15.1911 +24-08-19 23:57:43.173 : ../models/spf_lut_x4_1sam/ | Iter: 2800, Sample: 89600, GPixel:2.71e-03, dT:0.0124, rT:15.2491 +24-08-20 00:23:14.738 : ../models/spf_lut_x4_1sam/ | Iter: 2900, Sample: 92800, GPixel:2.68e-03, dT:0.0127, rT:15.3024 +24-08-20 00:48:48.388 : ../models/spf_lut_x4_1sam/ | Iter: 3000, Sample: 96000, GPixel:2.65e-03, dT:0.0124, rT:15.3236 +24-08-20 01:14:12.862 : ../models/spf_lut_x4_1sam/ | Iter: 3100, Sample: 99200, GPixel:2.75e-03, dT:0.0121, rT:15.2321 +24-08-20 01:39:40.109 : ../models/spf_lut_x4_1sam/ | Iter: 3200, Sample:102400, GPixel:2.84e-03, dT:0.0122, rT:15.2598 +24-08-20 02:05:13.516 : ../models/spf_lut_x4_1sam/ | Iter: 3300, Sample:105600, GPixel:2.80e-03, dT:0.0126, rT:15.3210 +24-08-20 02:30:38.593 : ../models/spf_lut_x4_1sam/ | Iter: 3400, Sample:108800, GPixel:2.72e-03, dT:0.0124, rT:15.2378 +24-08-20 02:56:03.264 : ../models/spf_lut_x4_1sam/ | Iter: 3500, Sample:112000, GPixel:2.68e-03, dT:0.0121, rT:15.2341 +24-08-20 03:21:36.520 : ../models/spf_lut_x4_1sam/ | Iter: 3600, Sample:115200, GPixel:2.88e-03, dT:0.0126, rT:15.3195 +24-08-20 03:47:06.448 : ../models/spf_lut_x4_1sam/ | Iter: 3700, Sample:118400, GPixel:2.65e-03, dT:0.0126, rT:15.2862 +24-08-20 04:12:38.887 : ../models/spf_lut_x4_1sam/ | Iter: 3800, Sample:121600, GPixel:2.61e-03, dT:0.0126, rT:15.3113 +24-08-20 04:38:07.817 : ../models/spf_lut_x4_1sam/ | Iter: 3900, Sample:124800, GPixel:2.93e-03, dT:0.0126, rT:15.2762 +24-08-20 05:03:43.750 : ../models/spf_lut_x4_1sam/ | Iter: 4000, Sample:128000, GPixel:2.74e-03, dT:0.0132, rT:15.3456 +24-08-20 05:04:06.903 : Iter 4000 | Dataset Set5 | AVG PSNR: 30.987019, AVG: SSIM: 0.874082 +24-08-20 05:05:18.931 : Iter 4000 | Dataset Set14 | AVG PSNR: 27.852137, AVG: SSIM: 0.762130 +24-08-20 05:30:56.472 : ../models/spf_lut_x4_1sam/ | Iter: 4100, Sample:131200, GPixel:2.75e-03, dT:0.0129, rT:15.3621 +24-08-20 05:56:30.027 : ../models/spf_lut_x4_1sam/ | Iter: 4200, Sample:134400, GPixel:2.76e-03, dT:0.0127, rT:15.3223 +24-08-20 06:22:09.183 : ../models/spf_lut_x4_1sam/ | Iter: 4300, Sample:137600, GPixel:2.59e-03, dT:0.0132, rT:15.3778 +24-08-20 06:47:43.681 : ../models/spf_lut_x4_1sam/ | Iter: 4400, Sample:140800, GPixel:2.77e-03, dT:0.0123, rT:15.3322 +24-08-20 07:13:25.718 : ../models/spf_lut_x4_1sam/ | Iter: 4500, Sample:144000, GPixel:2.71e-03, dT:0.0123, rT:15.4076 +24-08-20 07:39:12.395 : ../models/spf_lut_x4_1sam/ | Iter: 4600, Sample:147200, GPixel:2.72e-03, dT:0.0123, rT:15.4540 +24-08-20 08:05:45.148 : ../models/spf_lut_x4_1sam/ | Iter: 4700, Sample:150400, GPixel:2.73e-03, dT:0.0120, rT:15.9151 +24-08-20 08:33:09.089 : ../models/spf_lut_x4_1sam/ | Iter: 4800, Sample:153600, GPixel:2.77e-03, dT:0.0117, rT:16.4273 +24-08-20 08:59:20.896 : ../models/spf_lut_x4_1sam/ | Iter: 4900, Sample:156800, GPixel:2.76e-03, dT:0.0127, rT:15.7049 +24-08-20 09:25:10.156 : ../models/spf_lut_x4_1sam/ | Iter: 5000, Sample:160000, GPixel:2.73e-03, dT:0.0124, rT:15.4797 +24-08-20 09:51:04.380 : ../models/spf_lut_x4_1sam/ | Iter: 5100, Sample:163200, GPixel:2.65e-03, dT:0.0126, rT:15.5291 +24-08-20 10:16:50.989 : ../models/spf_lut_x4_1sam/ | Iter: 5200, Sample:166400, GPixel:2.77e-03, dT:0.0132, rT:15.4524 +24-08-20 10:42:41.736 : ../models/spf_lut_x4_1sam/ | Iter: 5300, Sample:169600, GPixel:2.69e-03, dT:0.0131, rT:15.4939 +24-08-20 11:08:34.975 : ../models/spf_lut_x4_1sam/ | Iter: 5400, Sample:172800, GPixel:2.80e-03, dT:0.0125, rT:15.5194 +24-08-20 11:35:09.253 : ../models/spf_lut_x4_1sam/ | Iter: 5500, Sample:176000, GPixel:2.77e-03, dT:0.0171, rT:15.9252 +24-08-20 11:36:28.871 : None +24-08-20 11:37:48.727 : Iter 1 | Dataset Set5 | AVG PSNR: 29.887419, AVG: SSIM: 0.845152 +24-08-20 11:39:05.522 : Iter 1 | Dataset Set14 | AVG PSNR: 27.191190, AVG: SSIM: 0.737878 +24-08-20 12:07:25.147 : ../models/spf_lut_x4_1sam/ | Iter: 100, Sample: 3200, GPixel:2.84e-03, dT:0.0213, rT:17.1623 +24-08-20 12:36:12.584 : 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10:39:56.797 : ../models/spf_lut_x4_1sam | Iter: 200, Sample: 6400, GPixel:8.25e-03, dT:0.0036, rT:0.3691 +24-08-10 10:40:40.373 : ../models/spf_lut_x4_1sam | Iter: 300, Sample: 9600, GPixel:5.87e-03, dT:0.0037, rT:0.3676 +24-08-10 10:41:24.071 : ../models/spf_lut_x4_1sam | Iter: 400, Sample: 12800, GPixel:4.76e-03, dT:0.0036, rT:0.3695 +24-08-10 10:42:07.874 : ../models/spf_lut_x4_1sam | Iter: 500, Sample: 16000, GPixel:4.40e-03, dT:0.0038, rT:0.3689 +24-08-10 10:42:51.630 : ../models/spf_lut_x4_1sam | Iter: 600, Sample: 19200, GPixel:3.60e-03, dT:0.0037, rT:0.3685 +24-08-10 10:43:35.383 : ../models/spf_lut_x4_1sam | Iter: 700, Sample: 22400, GPixel:3.86e-03, dT:0.0036, rT:0.3689 +24-08-10 10:44:19.188 : ../models/spf_lut_x4_1sam | Iter: 800, Sample: 25600, GPixel:3.33e-03, dT:0.0037, rT:0.3688 +24-08-10 10:45:04.805 : ../models/spf_lut_x4_1sam | Iter: 900, Sample: 28800, GPixel:3.25e-03, dT:0.0070, rT:0.3836 +24-08-10 10:45:49.287 : ../models/spf_lut_x4_1sam | Iter: 1000, Sample: 32000, GPixel:3.23e-03, dT:0.0045, rT:0.3742 +24-08-10 10:46:33.058 : ../models/spf_lut_x4_1sam | Iter: 1100, Sample: 35200, GPixel:2.94e-03, dT:0.0037, rT:0.3680 +24-08-10 10:47:16.866 : ../models/spf_lut_x4_1sam | Iter: 1200, Sample: 38400, GPixel:3.01e-03, dT:0.0039, rT:0.3695 +24-08-10 10:48:00.665 : ../models/spf_lut_x4_1sam | Iter: 1300, Sample: 41600, GPixel:3.07e-03, dT:0.0039, rT:0.3695 +24-08-10 10:48:44.518 : ../models/spf_lut_x4_1sam | Iter: 1400, Sample: 44800, GPixel:3.06e-03, dT:0.0046, rT:0.3696 +24-08-10 10:49:28.323 : ../models/spf_lut_x4_1sam | Iter: 1500, Sample: 48000, GPixel:3.18e-03, dT:0.0040, rT:0.3692 +24-08-10 10:50:12.105 : ../models/spf_lut_x4_1sam | Iter: 1600, Sample: 51200, GPixel:3.18e-03, dT:0.0037, rT:0.3695 +24-08-10 10:50:55.854 : ../models/spf_lut_x4_1sam | Iter: 1700, Sample: 54400, GPixel:3.11e-03, dT:0.0035, rT:0.3695 +24-08-10 10:51:39.605 : ../models/spf_lut_x4_1sam | Iter: 1800, Sample: 57600, GPixel:3.05e-03, dT:0.0035, rT:0.3692 +24-08-10 10:52:24.159 : ../models/spf_lut_x4_1sam | Iter: 1900, Sample: 60800, GPixel:3.06e-03, dT:0.0046, rT:0.3756 +24-08-10 10:53:10.288 : ../models/spf_lut_x4_1sam | Iter: 2000, Sample: 64000, GPixel:3.17e-03, dT:0.0075, rT:0.3881 +24-08-10 10:53:10.338 : Checkpoint saved 2000 +24-08-10 10:53:12.166 : Iter 2000 | Dataset Set5 | AVG Val PSNR: 29.863777 +24-08-10 10:53:17.734 : Iter 2000 | Dataset Set14 | AVG Val PSNR: 27.033970 +24-08-10 10:54:01.488 : ../models/spf_lut_x4_1sam | Iter: 2100, Sample: 67200, GPixel:3.15e-03, dT:0.0034, rT:0.3679 +24-08-10 10:54:45.233 : ../models/spf_lut_x4_1sam | Iter: 2200, Sample: 70400, GPixel:3.00e-03, dT:0.0035, rT:0.3690 +24-08-10 10:55:28.984 : ../models/spf_lut_x4_1sam | Iter: 2300, Sample: 73600, GPixel:3.06e-03, dT:0.0035, rT:0.3693 +24-08-10 10:56:12.773 : ../models/spf_lut_x4_1sam | Iter: 2400, Sample: 76800, GPixel:2.94e-03, dT:0.0036, rT:0.3691 +24-08-10 10:56:56.528 : ../models/spf_lut_x4_1sam | Iter: 2500, Sample: 80000, GPixel:3.04e-03, dT:0.0034, rT:0.3693 +24-08-10 10:57:40.270 : ../models/spf_lut_x4_1sam | Iter: 2600, Sample: 83200, GPixel:2.97e-03, dT:0.0035, rT:0.3694 +24-08-10 10:58:24.002 : ../models/spf_lut_x4_1sam | Iter: 2700, Sample: 86400, GPixel:2.98e-03, dT:0.0034, rT:0.3689 +24-08-10 10:59:07.728 : ../models/spf_lut_x4_1sam | Iter: 2800, Sample: 89600, GPixel:3.16e-03, dT:0.0034, rT:0.3689 +24-08-10 10:59:51.504 : ../models/spf_lut_x4_1sam | Iter: 2900, Sample: 92800, GPixel:2.96e-03, dT:0.0037, rT:0.3695 +24-08-10 11:00:38.008 : ../models/spf_lut_x4_1sam | Iter: 3000, Sample: 96000, GPixel:3.12e-03, dT:0.0071, rT:0.3920 +24-08-10 11:01:21.802 : ../models/spf_lut_x4_1sam | Iter: 3100, Sample: 99200, GPixel:2.94e-03, dT:0.0036, rT:0.3700 +24-08-10 11:02:05.534 : ../models/spf_lut_x4_1sam | Iter: 3200, Sample:102400, GPixel:3.07e-03, dT:0.0034, rT:0.3687 +24-08-10 11:02:49.283 : ../models/spf_lut_x4_1sam | Iter: 3300, Sample:105600, GPixel:2.86e-03, dT:0.0035, rT:0.3694 +24-08-10 11:03:33.008 : ../models/spf_lut_x4_1sam | Iter: 3400, Sample:108800, GPixel:3.13e-03, dT:0.0034, rT:0.3687 +24-08-10 11:04:16.706 : ../models/spf_lut_x4_1sam | Iter: 3500, Sample:112000, GPixel:2.93e-03, dT:0.0033, rT:0.3675 +24-08-10 11:05:00.417 : ../models/spf_lut_x4_1sam | Iter: 3600, Sample:115200, GPixel:3.11e-03, dT:0.0034, rT:0.3686 +24-08-10 11:05:44.181 : ../models/spf_lut_x4_1sam | Iter: 3700, Sample:118400, GPixel:3.11e-03, dT:0.0037, rT:0.3691 +24-08-10 11:06:27.904 : ../models/spf_lut_x4_1sam | Iter: 3800, Sample:121600, GPixel:3.12e-03, dT:0.0033, rT:0.3695 +24-08-10 11:07:11.632 : ../models/spf_lut_x4_1sam | Iter: 3900, Sample:124800, GPixel:3.05e-03, dT:0.0036, rT:0.3692 +24-08-10 11:07:57.473 : ../models/spf_lut_x4_1sam | Iter: 4000, Sample:128000, GPixel:2.89e-03, dT:0.0057, rT:0.3873 +24-08-10 11:07:57.633 : Checkpoint saved 4000 +24-08-10 11:07:59.013 : Iter 4000 | Dataset Set5 | AVG Val PSNR: 30.059082 +24-08-10 11:08:04.176 : Iter 4000 | Dataset Set14 | AVG Val PSNR: 27.199798 +24-08-10 11:08:47.966 : ../models/spf_lut_x4_1sam | Iter: 4100, Sample:131200, GPixel:3.05e-03, dT:0.0042, rT:0.3688 +24-08-10 11:09:31.703 : ../models/spf_lut_x4_1sam | Iter: 4200, Sample:134400, GPixel:2.90e-03, dT:0.0036, rT:0.3687 +24-08-10 11:10:15.409 : ../models/spf_lut_x4_1sam | Iter: 4300, Sample:137600, GPixel:2.88e-03, dT:0.0034, rT:0.3684 +24-08-10 11:10:59.137 : ../models/spf_lut_x4_1sam | Iter: 4400, Sample:140800, GPixel:2.99e-03, dT:0.0034, rT:0.3691 +24-08-10 11:11:42.843 : ../models/spf_lut_x4_1sam | Iter: 4500, Sample:144000, GPixel:2.92e-03, dT:0.0033, rT:0.3682 +24-08-10 11:12:26.568 : ../models/spf_lut_x4_1sam | Iter: 4600, Sample:147200, GPixel:2.98e-03, dT:0.0035, rT:0.3683 +24-08-10 11:13:10.300 : ../models/spf_lut_x4_1sam | Iter: 4700, Sample:150400, GPixel:3.00e-03, dT:0.0034, rT:0.3694 +24-08-10 11:13:54.006 : ../models/spf_lut_x4_1sam | Iter: 4800, Sample:153600, GPixel:2.96e-03, dT:0.0034, rT:0.3690 +24-08-10 11:14:37.749 : ../models/spf_lut_x4_1sam | Iter: 4900, Sample:156800, GPixel:2.82e-03, dT:0.0037, rT:0.3694 +24-08-10 11:15:22.664 : ../models/spf_lut_x4_1sam | Iter: 5000, Sample:160000, GPixel:2.89e-03, dT:0.0046, rT:0.3797 +24-08-10 11:16:08.196 : ../models/spf_lut_x4_1sam | Iter: 5100, Sample:163200, GPixel:2.94e-03, dT:0.0064, rT:0.3828 +24-08-10 11:16:51.895 : ../models/spf_lut_x4_1sam | Iter: 5200, Sample:166400, GPixel:2.89e-03, dT:0.0033, rT:0.3688 +24-08-10 11:17:35.611 : ../models/spf_lut_x4_1sam | Iter: 5300, Sample:169600, GPixel:3.00e-03, dT:0.0034, rT:0.3688 +24-08-10 11:18:19.319 : ../models/spf_lut_x4_1sam | Iter: 5400, Sample:172800, GPixel:2.94e-03, dT:0.0033, rT:0.3687 +24-08-10 11:19:03.032 : ../models/spf_lut_x4_1sam | Iter: 5500, Sample:176000, GPixel:2.97e-03, dT:0.0034, rT:0.3694 +24-08-10 11:19:46.773 : ../models/spf_lut_x4_1sam | Iter: 5600, Sample:179200, GPixel:2.92e-03, dT:0.0034, rT:0.3692 +24-08-10 11:20:30.481 : ../models/spf_lut_x4_1sam | Iter: 5700, Sample:182400, GPixel:3.02e-03, dT:0.0033, rT:0.3693 +24-08-10 11:21:14.207 : ../models/spf_lut_x4_1sam | Iter: 5800, Sample:185600, GPixel:3.00e-03, dT:0.0034, rT:0.3698 +24-08-10 11:21:57.915 : ../models/spf_lut_x4_1sam | Iter: 5900, Sample:188800, GPixel:2.96e-03, dT:0.0033, rT:0.3693 +24-08-10 11:22:41.625 : ../models/spf_lut_x4_1sam | Iter: 6000, Sample:192000, GPixel:3.00e-03, dT:0.0034, rT:0.3691 +24-08-10 11:22:41.673 : Checkpoint saved 6000 +24-08-10 11:22:42.470 : Iter 6000 | Dataset Set5 | AVG Val PSNR: 30.269496 +24-08-10 11:22:46.343 : Iter 6000 | Dataset Set14 | AVG Val PSNR: 27.353112 +24-08-10 11:23:32.876 : ../models/spf_lut_x4_1sam | Iter: 6100, Sample:195200, GPixel:3.00e-03, dT:0.0077, rT:0.3906 +24-08-10 11:24:16.592 : ../models/spf_lut_x4_1sam | Iter: 6200, Sample:198400, GPixel:2.86e-03, dT:0.0034, rT:0.3692 +24-08-10 11:25:00.314 : ../models/spf_lut_x4_1sam | Iter: 6300, Sample:201600, GPixel:2.91e-03, dT:0.0033, rT:0.3696 +24-08-10 11:25:44.049 : ../models/spf_lut_x4_1sam | Iter: 6400, Sample:204800, 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11:32:20.414 : ../models/spf_lut_x4_1sam | Iter: 7300, Sample:233600, GPixel:2.90e-03, dT:0.0035, rT:0.3695 +24-08-10 11:33:04.136 : ../models/spf_lut_x4_1sam | Iter: 7400, Sample:236800, GPixel:2.85e-03, dT:0.0034, rT:0.3687 +24-08-10 11:33:47.861 : ../models/spf_lut_x4_1sam | Iter: 7500, Sample:240000, GPixel:2.93e-03, dT:0.0034, rT:0.3690 +24-08-10 11:34:31.628 : ../models/spf_lut_x4_1sam | Iter: 7600, Sample:243200, GPixel:2.97e-03, dT:0.0039, rT:0.3700 +24-08-10 11:35:15.364 : ../models/spf_lut_x4_1sam | Iter: 7700, Sample:246400, GPixel:2.86e-03, dT:0.0035, rT:0.3693 +24-08-10 11:35:59.087 : ../models/spf_lut_x4_1sam | Iter: 7800, Sample:249600, GPixel:2.85e-03, dT:0.0035, rT:0.3684 +24-08-10 11:36:42.803 : ../models/spf_lut_x4_1sam | Iter: 7900, Sample:252800, GPixel:2.97e-03, dT:0.0036, rT:0.3684 +24-08-10 11:37:26.493 : ../models/spf_lut_x4_1sam | Iter: 8000, Sample:256000, GPixel:2.88e-03, dT:0.0033, rT:0.3679 +24-08-10 11:37:26.542 : Checkpoint saved 8000 +24-08-10 11:37:27.330 : Iter 8000 | Dataset Set5 | AVG Val PSNR: 30.409271 +24-08-10 11:37:31.108 : Iter 8000 | Dataset Set14 | AVG Val PSNR: 27.443070 +24-08-10 11:38:15.421 : ../models/spf_lut_x4_1sam | Iter: 8100, Sample:259200, GPixel:2.92e-03, dT:0.0045, rT:0.3740 +24-08-10 11:39:01.076 : ../models/spf_lut_x4_1sam | Iter: 8200, Sample:262400, GPixel:2.92e-03, dT:0.0063, rT:0.3829 +24-08-10 11:39:44.791 : ../models/spf_lut_x4_1sam | Iter: 8300, Sample:265600, GPixel:2.96e-03, dT:0.0035, rT:0.3687 +24-08-10 11:40:28.550 : ../models/spf_lut_x4_1sam | Iter: 8400, Sample:268800, GPixel:2.77e-03, dT:0.0038, rT:0.3692 +24-08-10 11:41:12.300 : ../models/spf_lut_x4_1sam | Iter: 8500, Sample:272000, GPixel:2.92e-03, dT:0.0035, rT:0.3700 +24-08-10 11:41:56.039 : ../models/spf_lut_x4_1sam | Iter: 8600, Sample:275200, GPixel:2.94e-03, dT:0.0037, rT:0.3690 +24-08-10 11:42:39.737 : ../models/spf_lut_x4_1sam | Iter: 8700, Sample:278400, GPixel:2.93e-03, dT:0.0034, rT:0.3692 +24-08-10 11:43:23.442 : 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../models/spf_lut_x4_1sam | Iter: 15800, Sample:505600, GPixel:2.90e-03, dT:0.0042, rT:0.3694 +24-08-10 12:35:36.793 : ../models/spf_lut_x4_1sam | Iter: 15900, Sample:508800, GPixel:2.96e-03, dT:0.0037, rT:0.3693 +24-08-10 12:36:20.464 : ../models/spf_lut_x4_1sam | Iter: 16000, Sample:512000, GPixel:2.79e-03, dT:0.0036, rT:0.3687 +24-08-10 12:36:20.514 : Checkpoint saved 16000 +24-08-10 12:36:21.123 : Iter 16000 | Dataset Set5 | AVG Val PSNR: 30.721271 +24-08-10 12:36:23.865 : Iter 16000 | Dataset Set14 | AVG Val PSNR: 27.701786 +24-08-10 12:37:07.517 : ../models/spf_lut_x4_1sam | Iter: 16100, Sample:515200, GPixel:2.79e-03, dT:0.0038, rT:0.3685 +24-08-10 12:37:51.196 : ../models/spf_lut_x4_1sam | Iter: 16200, Sample:518400, GPixel:2.87e-03, dT:0.0037, rT:0.3667 +24-08-10 12:38:34.839 : ../models/spf_lut_x4_1sam | Iter: 16300, Sample:521600, GPixel:2.74e-03, dT:0.0034, rT:0.3689 +24-08-10 12:39:19.310 : ../models/spf_lut_x4_1sam | Iter: 16400, Sample:524800, GPixel:2.78e-03, dT:0.0051, 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Iter 18000 | Dataset Set5 | AVG Val PSNR: 30.756733 +24-08-10 12:51:06.579 : Iter 18000 | Dataset Set14 | AVG Val PSNR: 27.726249 +24-08-10 12:51:50.232 : ../models/spf_lut_x4_1sam | Iter: 18100, Sample:579200, GPixel:2.81e-03, dT:0.0035, rT:0.3681 +24-08-10 12:52:33.860 : ../models/spf_lut_x4_1sam | Iter: 18200, Sample:582400, GPixel:2.80e-03, dT:0.0034, rT:0.3685 +24-08-10 12:53:17.504 : ../models/spf_lut_x4_1sam | Iter: 18300, Sample:585600, GPixel:2.76e-03, dT:0.0036, rT:0.3673 +24-08-10 12:54:01.196 : ../models/spf_lut_x4_1sam | Iter: 18400, Sample:588800, GPixel:2.75e-03, dT:0.0036, rT:0.3681 +24-08-10 12:54:46.479 : ../models/spf_lut_x4_1sam | Iter: 18500, Sample:592000, GPixel:2.76e-03, dT:0.0049, rT:0.3850 +24-08-10 12:55:31.092 : ../models/spf_lut_x4_1sam | Iter: 18600, Sample:595200, GPixel:2.77e-03, dT:0.0052, rT:0.3751 +24-08-10 12:56:14.791 : ../models/spf_lut_x4_1sam | Iter: 18700, Sample:598400, GPixel:2.84e-03, dT:0.0036, rT:0.3691 +24-08-10 12:56:58.473 : 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../models/spf_lut_x4_1sam | Iter: 25800, Sample:825600, GPixel:2.93e-03, dT:0.0070, rT:0.3893 +24-08-10 13:49:08.347 : ../models/spf_lut_x4_1sam | Iter: 25900, Sample:828800, GPixel:2.70e-03, dT:0.0038, rT:0.3675 +24-08-10 13:49:52.054 : ../models/spf_lut_x4_1sam | Iter: 26000, Sample:832000, GPixel:2.69e-03, dT:0.0038, rT:0.3690 +24-08-10 13:49:52.102 : Checkpoint saved 26000 +24-08-10 13:49:52.762 : Iter 26000 | Dataset Set5 | AVG Val PSNR: 30.888551 +24-08-10 13:49:55.473 : Iter 26000 | Dataset Set14 | AVG Val PSNR: 27.806228 +24-08-10 13:50:39.118 : ../models/spf_lut_x4_1sam | Iter: 26100, Sample:835200, GPixel:2.84e-03, dT:0.0038, rT:0.3688 +24-08-10 13:51:22.763 : ../models/spf_lut_x4_1sam | Iter: 26200, Sample:838400, GPixel:2.68e-03, dT:0.0036, rT:0.3691 +24-08-10 13:52:06.438 : ../models/spf_lut_x4_1sam | Iter: 26300, Sample:841600, GPixel:2.76e-03, dT:0.0036, rT:0.3684 +24-08-10 13:52:50.087 : ../models/spf_lut_x4_1sam | Iter: 26400, Sample:844800, GPixel:2.97e-03, dT:0.0036, 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Iter 28000 | Dataset Set5 | AVG Val PSNR: 30.794490 +24-08-10 14:04:37.484 : Iter 28000 | Dataset Set14 | AVG Val PSNR: 27.748654 +24-08-10 14:05:21.129 : ../models/spf_lut_x4_1sam | Iter: 28100, Sample:899200, GPixel:2.73e-03, dT:0.0035, rT:0.3687 +24-08-10 14:06:04.785 : ../models/spf_lut_x4_1sam | Iter: 28200, Sample:902400, GPixel:2.56e-03, dT:0.0036, rT:0.3693 +24-08-10 14:06:48.465 : ../models/spf_lut_x4_1sam | Iter: 28300, Sample:905600, GPixel:2.76e-03, dT:0.0037, rT:0.3685 +24-08-10 14:07:32.158 : ../models/spf_lut_x4_1sam | Iter: 28400, Sample:908800, GPixel:2.59e-03, dT:0.0037, rT:0.3692 +24-08-10 14:08:15.836 : ../models/spf_lut_x4_1sam | Iter: 28500, Sample:912000, GPixel:2.86e-03, dT:0.0038, rT:0.3687 +24-08-10 14:08:59.484 : ../models/spf_lut_x4_1sam | Iter: 28600, Sample:915200, GPixel:2.80e-03, dT:0.0035, rT:0.3686 +24-08-10 14:09:43.110 : ../models/spf_lut_x4_1sam | Iter: 28700, Sample:918400, GPixel:2.87e-03, dT:0.0035, rT:0.3685 +24-08-10 14:10:26.782 : 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../models/spf_lut_x4_1sam | Iter: 34100, Sample:1091200, GPixel:2.77e-03, dT:0.0071, rT:0.3888 +24-08-10 14:50:09.920 : ../models/spf_lut_x4_1sam | Iter: 34200, Sample:1094400, GPixel:2.66e-03, dT:0.0037, rT:0.3681 +24-08-10 14:50:53.566 : ../models/spf_lut_x4_1sam | Iter: 34300, Sample:1097600, GPixel:2.68e-03, dT:0.0037, rT:0.3688 +24-08-10 14:51:37.224 : ../models/spf_lut_x4_1sam | Iter: 34400, Sample:1100800, GPixel:2.67e-03, dT:0.0036, rT:0.3688 +24-08-10 14:52:20.853 : ../models/spf_lut_x4_1sam | Iter: 34500, Sample:1104000, GPixel:2.79e-03, dT:0.0036, rT:0.3680 +24-08-10 14:53:04.477 : ../models/spf_lut_x4_1sam | Iter: 34600, Sample:1107200, GPixel:2.71e-03, dT:0.0038, rT:0.3685 +24-08-10 14:53:48.104 : ../models/spf_lut_x4_1sam | Iter: 34700, Sample:1110400, GPixel:2.76e-03, dT:0.0037, rT:0.3686 +24-08-10 14:54:31.716 : ../models/spf_lut_x4_1sam | Iter: 34800, Sample:1113600, GPixel:2.69e-03, dT:0.0036, rT:0.3688 +24-08-10 14:55:15.336 : ../models/spf_lut_x4_1sam | Iter: 34900, 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+24-08-10 15:17:58.441 : Checkpoint saved 38000 +24-08-10 15:17:59.042 : Iter 38000 | Dataset Set5 | AVG Val PSNR: 30.956069 +24-08-10 15:18:01.756 : Iter 38000 | Dataset Set14 | AVG Val PSNR: 27.829574 +24-08-10 15:18:45.372 : ../models/spf_lut_x4_1sam | Iter: 38100, Sample:1219200, GPixel:2.67e-03, dT:0.0039, rT:0.3683 +24-08-10 15:19:29.879 : ../models/spf_lut_x4_1sam | Iter: 38200, Sample:1222400, GPixel:2.67e-03, dT:0.0049, rT:0.3749 +24-08-10 15:20:15.177 : ../models/spf_lut_x4_1sam | Iter: 38300, Sample:1225600, GPixel:2.72e-03, dT:0.0060, rT:0.3801 +24-08-10 15:20:58.799 : ../models/spf_lut_x4_1sam | Iter: 38400, Sample:1228800, GPixel:2.60e-03, dT:0.0035, rT:0.3683 +24-08-10 15:21:42.488 : ../models/spf_lut_x4_1sam | Iter: 38500, Sample:1232000, GPixel:2.77e-03, dT:0.0040, rT:0.3691 +24-08-10 15:22:26.136 : ../models/spf_lut_x4_1sam | Iter: 38600, Sample:1235200, GPixel:2.67e-03, dT:0.0036, rT:0.3691 +24-08-10 15:23:09.781 : ../models/spf_lut_x4_1sam | Iter: 38700, 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+24-08-10 15:46:36.462 : ../models/spf_lut_x4_1sam | Iter: 41900, Sample:1340800, GPixel:2.58e-03, dT:0.0038, rT:0.3682 +24-08-10 15:47:20.061 : ../models/spf_lut_x4_1sam | Iter: 42000, Sample:1344000, GPixel:2.85e-03, dT:0.0036, rT:0.3687 +24-08-10 15:47:20.110 : Checkpoint saved 42000 +24-08-10 15:47:20.723 : Iter 42000 | Dataset Set5 | AVG Val PSNR: 30.918765 +24-08-10 15:47:23.427 : Iter 42000 | Dataset Set14 | AVG Val PSNR: 27.804518 +24-08-10 15:48:06.996 : ../models/spf_lut_x4_1sam | Iter: 42100, Sample:1347200, GPixel:2.83e-03, dT:0.0036, rT:0.3683 +24-08-10 15:48:50.594 : ../models/spf_lut_x4_1sam | Iter: 42200, Sample:1350400, GPixel:2.73e-03, dT:0.0036, rT:0.3685 +24-08-10 15:49:34.230 : ../models/spf_lut_x4_1sam | Iter: 42300, Sample:1353600, GPixel:2.65e-03, dT:0.0039, rT:0.3687 +24-08-10 15:50:20.191 : ../models/spf_lut_x4_1sam | Iter: 42400, Sample:1356800, GPixel:2.88e-03, dT:0.0062, rT:0.3876 +24-08-10 15:51:04.034 : ../models/spf_lut_x4_1sam | Iter: 42500, 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dT:0.0039, rT:0.3681 +24-08-10 15:57:37.430 : ../models/spf_lut_x4_1sam | Iter: 43400, Sample:1388800, GPixel:2.93e-03, dT:0.0046, rT:0.3725 +24-08-10 15:58:23.159 : ../models/spf_lut_x4_1sam | Iter: 43500, Sample:1392000, GPixel:2.90e-03, dT:0.0064, rT:0.3834 +24-08-10 15:59:06.751 : ../models/spf_lut_x4_1sam | Iter: 43600, Sample:1395200, GPixel:2.75e-03, dT:0.0035, rT:0.3679 +24-08-10 15:59:50.344 : ../models/spf_lut_x4_1sam | Iter: 43700, Sample:1398400, GPixel:2.78e-03, dT:0.0036, rT:0.3683 +24-08-10 16:00:33.970 : ../models/spf_lut_x4_1sam | Iter: 43800, Sample:1401600, GPixel:2.76e-03, dT:0.0036, rT:0.3686 +24-08-10 16:01:17.581 : ../models/spf_lut_x4_1sam | Iter: 43900, Sample:1404800, GPixel:2.69e-03, dT:0.0037, rT:0.3684 +24-08-10 16:02:01.198 : ../models/spf_lut_x4_1sam | Iter: 44000, Sample:1408000, GPixel:2.85e-03, dT:0.0037, rT:0.3687 +24-08-10 16:02:01.248 : Checkpoint saved 44000 +24-08-10 16:02:01.833 : Iter 44000 | Dataset Set5 | AVG Val PSNR: 30.887254 +24-08-10 16:02:04.348 : Iter 44000 | Dataset Set14 | AVG Val PSNR: 27.796401 +24-08-10 16:02:47.936 : ../models/spf_lut_x4_1sam | Iter: 44100, Sample:1411200, GPixel:2.71e-03, dT:0.0037, rT:0.3682 +24-08-10 16:03:31.518 : ../models/spf_lut_x4_1sam | Iter: 44200, Sample:1414400, GPixel:2.63e-03, dT:0.0035, rT:0.3686 +24-08-10 16:04:15.146 : ../models/spf_lut_x4_1sam | Iter: 44300, Sample:1417600, GPixel:2.72e-03, dT:0.0037, rT:0.3687 +24-08-10 16:04:58.790 : ../models/spf_lut_x4_1sam | Iter: 44400, Sample:1420800, GPixel:2.87e-03, dT:0.0037, rT:0.3690 +24-08-10 16:05:44.508 : ../models/spf_lut_x4_1sam | Iter: 44500, Sample:1424000, GPixel:2.56e-03, dT:0.0066, rT:0.3844 +24-08-10 16:06:28.142 : ../models/spf_lut_x4_1sam | Iter: 44600, Sample:1427200, GPixel:2.76e-03, dT:0.0035, rT:0.3675 +24-08-10 16:07:11.809 : ../models/spf_lut_x4_1sam | Iter: 44700, Sample:1430400, GPixel:2.75e-03, dT:0.0037, rT:0.3689 +24-08-10 16:07:55.458 : ../models/spf_lut_x4_1sam | Iter: 44800, Sample:1433600, 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+24-08-10 16:14:30.438 : ../models/spf_lut_x4_1sam | Iter: 45700, Sample:1462400, GPixel:2.65e-03, dT:0.0037, rT:0.3678 +24-08-10 16:15:14.048 : ../models/spf_lut_x4_1sam | Iter: 45800, Sample:1465600, GPixel:2.82e-03, dT:0.0035, rT:0.3679 +24-08-10 16:15:57.761 : ../models/spf_lut_x4_1sam | Iter: 45900, Sample:1468800, GPixel:2.85e-03, dT:0.0040, rT:0.3697 +24-08-10 16:16:41.411 : ../models/spf_lut_x4_1sam | Iter: 46000, Sample:1472000, GPixel:2.58e-03, dT:0.0038, rT:0.3686 +24-08-10 16:16:41.460 : Checkpoint saved 46000 +24-08-10 16:16:42.082 : Iter 46000 | Dataset Set5 | AVG Val PSNR: 30.992098 +24-08-10 16:16:44.792 : Iter 46000 | Dataset Set14 | AVG Val PSNR: 27.857691 +24-08-10 16:17:28.388 : ../models/spf_lut_x4_1sam | Iter: 46100, Sample:1475200, GPixel:2.76e-03, dT:0.0037, rT:0.3686 +24-08-10 16:18:11.981 : ../models/spf_lut_x4_1sam | Iter: 46200, Sample:1478400, GPixel:2.71e-03, dT:0.0036, rT:0.3687 +24-08-10 16:18:55.587 : ../models/spf_lut_x4_1sam | Iter: 46300, Sample:1481600, GPixel:2.77e-03, dT:0.0036, rT:0.3682 +24-08-10 16:19:39.190 : ../models/spf_lut_x4_1sam | Iter: 46400, Sample:1484800, GPixel:2.80e-03, dT:0.0036, rT:0.3685 +24-08-10 16:20:23.245 : ../models/spf_lut_x4_1sam | Iter: 46500, Sample:1488000, GPixel:2.85e-03, dT:0.0040, rT:0.3711 +24-08-10 16:21:09.224 : ../models/spf_lut_x4_1sam | Iter: 46600, Sample:1491200, GPixel:2.77e-03, dT:0.0068, rT:0.3879 +24-08-10 16:21:52.809 : ../models/spf_lut_x4_1sam | Iter: 46700, Sample:1494400, GPixel:2.78e-03, dT:0.0036, rT:0.3686 +24-08-10 16:22:36.402 : ../models/spf_lut_x4_1sam | Iter: 46800, Sample:1497600, GPixel:2.71e-03, dT:0.0035, rT:0.3684 +24-08-10 16:23:20.024 : ../models/spf_lut_x4_1sam | Iter: 46900, Sample:1500800, GPixel:2.76e-03, dT:0.0035, rT:0.3688 +24-08-10 16:24:03.675 : ../models/spf_lut_x4_1sam | Iter: 47000, Sample:1504000, GPixel:2.73e-03, dT:0.0036, rT:0.3673 +24-08-10 16:24:47.306 : ../models/spf_lut_x4_1sam | Iter: 47100, Sample:1507200, GPixel:2.61e-03, 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16:31:22.694 : ../models/spf_lut_x4_1sam | Iter: 48000, Sample:1536000, GPixel:2.70e-03, dT:0.0036, rT:0.3686 +24-08-10 16:31:22.743 : Checkpoint saved 48000 +24-08-10 16:31:23.340 : Iter 48000 | Dataset Set5 | AVG Val PSNR: 30.972460 +24-08-10 16:31:26.062 : Iter 48000 | Dataset Set14 | AVG Val PSNR: 27.849464 +24-08-10 16:32:09.636 : ../models/spf_lut_x4_1sam | Iter: 48100, Sample:1539200, GPixel:2.83e-03, dT:0.0035, rT:0.3672 +24-08-10 16:32:53.241 : ../models/spf_lut_x4_1sam | Iter: 48200, Sample:1542400, GPixel:2.69e-03, dT:0.0036, rT:0.3681 +24-08-10 16:33:36.886 : ../models/spf_lut_x4_1sam | Iter: 48300, Sample:1545600, GPixel:2.65e-03, dT:0.0038, rT:0.3682 +24-08-10 16:34:20.493 : ../models/spf_lut_x4_1sam | Iter: 48400, Sample:1548800, GPixel:2.71e-03, dT:0.0036, rT:0.3687 +24-08-10 16:35:04.197 : ../models/spf_lut_x4_1sam | Iter: 48500, Sample:1552000, GPixel:2.60e-03, dT:0.0042, rT:0.3685 +24-08-10 16:35:48.966 : ../models/spf_lut_x4_1sam | Iter: 48600, Sample:1555200, 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+24-08-10 16:42:22.961 : ../models/spf_lut_x4_1sam | Iter: 49500, Sample:1584000, GPixel:2.69e-03, dT:0.0036, rT:0.3686 +24-08-10 16:43:06.562 : ../models/spf_lut_x4_1sam | Iter: 49600, Sample:1587200, GPixel:2.86e-03, dT:0.0036, rT:0.3686 +24-08-10 16:43:52.853 : ../models/spf_lut_x4_1sam | Iter: 49700, Sample:1590400, GPixel:2.74e-03, dT:0.0075, rT:0.3897 +24-08-10 16:44:36.558 : ../models/spf_lut_x4_1sam | Iter: 49800, Sample:1593600, GPixel:2.70e-03, dT:0.0039, rT:0.3687 +24-08-10 16:45:20.164 : ../models/spf_lut_x4_1sam | Iter: 49900, Sample:1596800, GPixel:2.81e-03, dT:0.0035, rT:0.3685 +24-08-10 16:46:03.792 : ../models/spf_lut_x4_1sam | Iter: 50000, Sample:1600000, GPixel:2.71e-03, dT:0.0037, rT:0.3689 +24-08-10 16:46:03.841 : Checkpoint saved 50000 +24-08-10 16:46:04.437 : Iter 50000 | Dataset Set5 | AVG Val PSNR: 30.959246 +24-08-10 16:46:07.243 : Iter 50000 | Dataset Set14 | AVG Val PSNR: 27.856704 +24-08-10 16:46:50.828 : ../models/spf_lut_x4_1sam | Iter: 50100, Sample:1603200, GPixel:2.72e-03, dT:0.0036, rT:0.3685 +24-08-10 16:47:34.479 : ../models/spf_lut_x4_1sam | Iter: 50200, Sample:1606400, GPixel:2.72e-03, dT:0.0042, rT:0.3686 +24-08-10 16:48:18.103 : ../models/spf_lut_x4_1sam | Iter: 50300, Sample:1609600, GPixel:2.73e-03, dT:0.0036, rT:0.3686 +24-08-10 16:49:01.694 : ../models/spf_lut_x4_1sam | Iter: 50400, Sample:1612800, GPixel:2.74e-03, dT:0.0036, rT:0.3683 +24-08-10 16:49:45.276 : ../models/spf_lut_x4_1sam | Iter: 50500, Sample:1616000, GPixel:2.79e-03, dT:0.0034, rT:0.3685 +24-08-10 16:50:28.884 : ../models/spf_lut_x4_1sam | Iter: 50600, Sample:1619200, GPixel:2.76e-03, dT:0.0036, rT:0.3682 +24-08-10 16:51:14.213 : ../models/spf_lut_x4_1sam | Iter: 50700, Sample:1622400, GPixel:2.69e-03, dT:0.0059, rT:0.3815 +24-08-10 16:51:58.418 : ../models/spf_lut_x4_1sam | Iter: 50800, Sample:1625600, GPixel:2.72e-03, dT:0.0048, rT:0.3724 +24-08-10 16:52:42.018 : ../models/spf_lut_x4_1sam | Iter: 50900, Sample:1628800, GPixel:2.82e-03, 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16:59:17.042 : ../models/spf_lut_x4_1sam | Iter: 51800, Sample:1657600, GPixel:2.86e-03, dT:0.0072, rT:0.3840 +24-08-10 17:00:00.691 : ../models/spf_lut_x4_1sam | Iter: 51900, Sample:1660800, GPixel:2.64e-03, dT:0.0038, rT:0.3688 +24-08-10 17:00:44.307 : ../models/spf_lut_x4_1sam | Iter: 52000, Sample:1664000, GPixel:2.67e-03, dT:0.0036, rT:0.3686 +24-08-10 17:00:44.355 : Checkpoint saved 52000 +24-08-10 17:00:44.974 : Iter 52000 | Dataset Set5 | AVG Val PSNR: 30.996390 +24-08-10 17:00:47.697 : Iter 52000 | Dataset Set14 | AVG Val PSNR: 27.878455 +24-08-10 17:01:31.308 : ../models/spf_lut_x4_1sam | Iter: 52100, Sample:1667200, GPixel:2.75e-03, dT:0.0036, rT:0.3688 +24-08-10 17:02:14.907 : ../models/spf_lut_x4_1sam | Iter: 52200, Sample:1670400, GPixel:2.84e-03, dT:0.0035, rT:0.3674 +24-08-10 17:02:58.554 : ../models/spf_lut_x4_1sam | Iter: 52300, Sample:1673600, GPixel:2.88e-03, dT:0.0040, rT:0.3684 +24-08-10 17:03:42.156 : ../models/spf_lut_x4_1sam | Iter: 52400, Sample:1676800, 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+24-08-10 17:10:17.801 : ../models/spf_lut_x4_1sam | Iter: 53300, Sample:1705600, GPixel:2.72e-03, dT:0.0037, rT:0.3675 +24-08-10 17:11:01.426 : ../models/spf_lut_x4_1sam | Iter: 53400, Sample:1708800, GPixel:2.87e-03, dT:0.0036, rT:0.3684 +24-08-10 17:11:45.028 : ../models/spf_lut_x4_1sam | Iter: 53500, Sample:1712000, GPixel:2.80e-03, dT:0.0036, rT:0.3683 +24-08-10 17:12:28.606 : ../models/spf_lut_x4_1sam | Iter: 53600, Sample:1715200, GPixel:2.74e-03, dT:0.0035, rT:0.3667 +24-08-10 17:13:12.202 : ../models/spf_lut_x4_1sam | Iter: 53700, Sample:1718400, GPixel:2.65e-03, dT:0.0035, rT:0.3676 +24-08-10 17:13:56.962 : ../models/spf_lut_x4_1sam | Iter: 53800, Sample:1721600, GPixel:2.77e-03, dT:0.0051, rT:0.3792 +24-08-10 17:14:41.889 : ../models/spf_lut_x4_1sam | Iter: 53900, Sample:1724800, GPixel:2.71e-03, dT:0.0054, rT:0.3782 +24-08-10 17:15:25.505 : ../models/spf_lut_x4_1sam | Iter: 54000, Sample:1728000, GPixel:2.72e-03, dT:0.0037, rT:0.3678 +24-08-10 17:15:25.555 : Checkpoint saved 54000 +24-08-10 17:15:26.153 : Iter 54000 | Dataset Set5 | AVG Val PSNR: 30.970797 +24-08-10 17:15:28.835 : Iter 54000 | Dataset Set14 | AVG Val PSNR: 27.860997 +24-08-10 17:16:12.417 : ../models/spf_lut_x4_1sam | Iter: 54100, Sample:1731200, GPixel:2.67e-03, dT:0.0036, rT:0.3685 +24-08-10 17:16:56.060 : ../models/spf_lut_x4_1sam | Iter: 54200, Sample:1734400, GPixel:2.79e-03, dT:0.0038, rT:0.3686 +24-08-10 17:17:39.661 : ../models/spf_lut_x4_1sam | Iter: 54300, Sample:1737600, GPixel:2.75e-03, dT:0.0036, rT:0.3680 +24-08-10 17:18:23.297 : ../models/spf_lut_x4_1sam | Iter: 54400, Sample:1740800, GPixel:2.77e-03, dT:0.0037, rT:0.3690 +24-08-10 17:19:06.910 : ../models/spf_lut_x4_1sam | Iter: 54500, Sample:1744000, GPixel:2.61e-03, dT:0.0038, rT:0.3688 +24-08-10 17:19:50.519 : ../models/spf_lut_x4_1sam | Iter: 54600, Sample:1747200, GPixel:2.68e-03, dT:0.0038, rT:0.3678 +24-08-10 17:20:34.130 : ../models/spf_lut_x4_1sam | Iter: 54700, Sample:1750400, GPixel:2.75e-03, dT:0.0037, rT:0.3677 +24-08-10 17:21:17.775 : ../models/spf_lut_x4_1sam | Iter: 54800, Sample:1753600, GPixel:2.78e-03, dT:0.0038, rT:0.3689 +24-08-10 17:22:04.295 : ../models/spf_lut_x4_1sam | Iter: 54900, Sample:1756800, GPixel:2.72e-03, dT:0.0077, rT:0.3904 +24-08-10 17:22:47.930 : ../models/spf_lut_x4_1sam | Iter: 55000, Sample:1760000, GPixel:2.68e-03, dT:0.0038, rT:0.3679 +24-08-10 17:23:31.508 : ../models/spf_lut_x4_1sam | Iter: 55100, Sample:1763200, GPixel:2.60e-03, dT:0.0035, rT:0.3676 +24-08-10 17:24:15.131 : ../models/spf_lut_x4_1sam | Iter: 55200, Sample:1766400, GPixel:2.75e-03, dT:0.0036, rT:0.3677 +24-08-10 17:24:58.743 : ../models/spf_lut_x4_1sam | Iter: 55300, Sample:1769600, GPixel:2.73e-03, dT:0.0036, rT:0.3673 +24-08-10 17:25:42.361 : ../models/spf_lut_x4_1sam | Iter: 55400, Sample:1772800, GPixel:2.70e-03, dT:0.0037, rT:0.3677 +24-08-10 17:26:25.965 : ../models/spf_lut_x4_1sam | Iter: 55500, Sample:1776000, GPixel:2.73e-03, dT:0.0036, rT:0.3682 +24-08-10 17:27:09.541 : ../models/spf_lut_x4_1sam | Iter: 55600, Sample:1779200, GPixel:2.63e-03, dT:0.0036, rT:0.3678 +24-08-10 17:27:53.170 : ../models/spf_lut_x4_1sam | Iter: 55700, Sample:1782400, GPixel:2.72e-03, dT:0.0040, rT:0.3682 +24-08-10 17:28:36.761 : ../models/spf_lut_x4_1sam | Iter: 55800, Sample:1785600, GPixel:2.69e-03, dT:0.0036, rT:0.3680 +24-08-10 17:29:21.858 : ../models/spf_lut_x4_1sam | Iter: 55900, Sample:1788800, GPixel:2.70e-03, dT:0.0064, rT:0.3791 +24-08-10 17:30:06.080 : ../models/spf_lut_x4_1sam | Iter: 56000, Sample:1792000, GPixel:2.64e-03, dT:0.0049, rT:0.3716 +24-08-10 17:30:06.128 : Checkpoint saved 56000 +24-08-10 17:30:06.785 : Iter 56000 | Dataset Set5 | AVG Val PSNR: 30.943496 +24-08-10 17:30:09.535 : Iter 56000 | Dataset Set14 | AVG Val PSNR: 27.843992 +24-08-10 17:30:53.101 : ../models/spf_lut_x4_1sam | Iter: 56100, Sample:1795200, GPixel:2.69e-03, dT:0.0036, rT:0.3675 +24-08-10 17:31:36.689 : ../models/spf_lut_x4_1sam | Iter: 56200, Sample:1798400, GPixel:2.70e-03, dT:0.0036, rT:0.3676 +24-08-10 17:32:20.320 : ../models/spf_lut_x4_1sam | Iter: 56300, Sample:1801600, GPixel:2.94e-03, dT:0.0038, rT:0.3682 +24-08-10 17:33:03.942 : ../models/spf_lut_x4_1sam | Iter: 56400, Sample:1804800, GPixel:2.75e-03, dT:0.0037, rT:0.3683 +24-08-10 17:33:47.553 : ../models/spf_lut_x4_1sam | Iter: 56500, Sample:1808000, GPixel:2.73e-03, dT:0.0037, rT:0.3680 +24-08-10 17:34:31.213 : ../models/spf_lut_x4_1sam | Iter: 56600, Sample:1811200, GPixel:2.79e-03, dT:0.0040, rT:0.3687 +24-08-10 17:35:14.842 : ../models/spf_lut_x4_1sam | Iter: 56700, Sample:1814400, GPixel:2.66e-03, dT:0.0037, rT:0.3686 +24-08-10 17:35:58.516 : ../models/spf_lut_x4_1sam | Iter: 56800, Sample:1817600, GPixel:2.69e-03, dT:0.0040, rT:0.3688 +24-08-10 17:36:42.282 : ../models/spf_lut_x4_1sam | Iter: 56900, Sample:1820800, GPixel:2.65e-03, dT:0.0039, rT:0.3692 +24-08-10 17:37:28.447 : ../models/spf_lut_x4_1sam | Iter: 57000, Sample:1824000, GPixel:2.75e-03, dT:0.0066, rT:0.3891 +24-08-10 17:38:12.112 : ../models/spf_lut_x4_1sam | Iter: 57100, Sample:1827200, GPixel:2.70e-03, dT:0.0037, rT:0.3691 +24-08-10 17:38:55.748 : ../models/spf_lut_x4_1sam | Iter: 57200, Sample:1830400, GPixel:2.64e-03, dT:0.0037, rT:0.3678 +24-08-10 17:39:39.375 : ../models/spf_lut_x4_1sam | Iter: 57300, Sample:1833600, GPixel:2.64e-03, dT:0.0036, rT:0.3686 +24-08-10 17:40:22.996 : ../models/spf_lut_x4_1sam | Iter: 57400, Sample:1836800, GPixel:2.69e-03, dT:0.0037, rT:0.3676 +24-08-10 17:41:06.600 : ../models/spf_lut_x4_1sam | Iter: 57500, Sample:1840000, GPixel:2.73e-03, dT:0.0036, rT:0.3680 +24-08-10 17:41:50.263 : ../models/spf_lut_x4_1sam | Iter: 57600, Sample:1843200, GPixel:2.85e-03, dT:0.0039, rT:0.3685 +24-08-10 17:42:33.896 : ../models/spf_lut_x4_1sam | Iter: 57700, Sample:1846400, GPixel:2.66e-03, dT:0.0039, rT:0.3693 +24-08-10 17:43:17.508 : ../models/spf_lut_x4_1sam | Iter: 57800, Sample:1849600, GPixel:2.81e-03, dT:0.0036, rT:0.3687 +24-08-10 17:44:01.144 : ../models/spf_lut_x4_1sam | Iter: 57900, Sample:1852800, GPixel:2.78e-03, dT:0.0040, rT:0.3685 +24-08-10 17:44:47.476 : ../models/spf_lut_x4_1sam | Iter: 58000, Sample:1856000, GPixel:2.66e-03, dT:0.0070, rT:0.3893 +24-08-10 17:44:47.525 : Checkpoint saved 58000 +24-08-10 17:44:48.134 : Iter 58000 | Dataset Set5 | AVG Val PSNR: 30.996996 +24-08-10 17:44:50.826 : Iter 58000 | Dataset Set14 | AVG Val PSNR: 27.874223 +24-08-10 17:45:34.413 : ../models/spf_lut_x4_1sam | Iter: 58100, Sample:1859200, GPixel:2.72e-03, dT:0.0038, rT:0.3662 +24-08-10 17:46:18.000 : ../models/spf_lut_x4_1sam | Iter: 58200, Sample:1862400, GPixel:2.71e-03, dT:0.0035, rT:0.3683 +24-08-10 17:47:01.609 : ../models/spf_lut_x4_1sam | Iter: 58300, Sample:1865600, GPixel:2.75e-03, dT:0.0037, rT:0.3683 +24-08-10 17:47:45.230 : ../models/spf_lut_x4_1sam | Iter: 58400, Sample:1868800, GPixel:2.64e-03, dT:0.0038, rT:0.3681 +24-08-10 17:48:28.813 : ../models/spf_lut_x4_1sam | Iter: 58500, Sample:1872000, GPixel:2.68e-03, dT:0.0035, rT:0.3682 +24-08-10 17:49:12.459 : ../models/spf_lut_x4_1sam | Iter: 58600, Sample:1875200, GPixel:2.66e-03, dT:0.0037, rT:0.3681 +24-08-10 17:49:56.048 : ../models/spf_lut_x4_1sam | Iter: 58700, Sample:1878400, GPixel:2.76e-03, dT:0.0035, rT:0.3683 +24-08-10 17:50:39.662 : ../models/spf_lut_x4_1sam | Iter: 58800, Sample:1881600, GPixel:2.74e-03, dT:0.0037, rT:0.3683 +24-08-10 17:51:23.262 : ../models/spf_lut_x4_1sam | Iter: 58900, Sample:1884800, GPixel:2.79e-03, dT:0.0036, rT:0.3685 +24-08-10 17:52:07.649 : ../models/spf_lut_x4_1sam | Iter: 59000, Sample:1888000, GPixel:2.71e-03, dT:0.0050, rT:0.3742 +24-08-10 17:52:52.999 : ../models/spf_lut_x4_1sam | Iter: 59100, Sample:1891200, GPixel:2.72e-03, dT:0.0061, rT:0.3812 +24-08-10 17:53:36.587 : ../models/spf_lut_x4_1sam | Iter: 59200, Sample:1894400, GPixel:2.81e-03, dT:0.0036, rT:0.3683 +24-08-10 17:54:20.176 : ../models/spf_lut_x4_1sam | Iter: 59300, Sample:1897600, GPixel:2.65e-03, dT:0.0036, rT:0.3683 +24-08-10 17:55:03.790 : ../models/spf_lut_x4_1sam | Iter: 59400, Sample:1900800, GPixel:2.80e-03, dT:0.0036, rT:0.3678 +24-08-10 17:55:47.375 : ../models/spf_lut_x4_1sam | Iter: 59500, Sample:1904000, GPixel:2.60e-03, dT:0.0035, rT:0.3684 +24-08-10 17:56:30.958 : ../models/spf_lut_x4_1sam | Iter: 59600, Sample:1907200, GPixel:2.63e-03, dT:0.0035, rT:0.3682 +24-08-10 17:57:14.531 : ../models/spf_lut_x4_1sam | Iter: 59700, Sample:1910400, GPixel:2.68e-03, dT:0.0035, rT:0.3684 +24-08-10 17:57:58.126 : ../models/spf_lut_x4_1sam | Iter: 59800, Sample:1913600, GPixel:2.76e-03, dT:0.0036, rT:0.3679 +24-08-10 17:58:41.688 : ../models/spf_lut_x4_1sam | Iter: 59900, Sample:1916800, GPixel:2.67e-03, dT:0.0035, rT:0.3680 +24-08-10 17:59:25.277 : ../models/spf_lut_x4_1sam | Iter: 60000, Sample:1920000, GPixel:2.71e-03, dT:0.0036, rT:0.3678 +24-08-10 17:59:25.325 : Checkpoint saved 60000 +24-08-10 17:59:25.944 : Iter 60000 | Dataset Set5 | AVG Val PSNR: 30.997822 +24-08-10 17:59:28.651 : Iter 60000 | Dataset Set14 | AVG Val PSNR: 27.882581 +24-08-10 18:00:14.458 : ../models/spf_lut_x4_1sam | Iter: 60100, Sample:1923200, GPixel:2.58e-03, dT:0.0061, rT:0.3880 +24-08-10 18:00:58.192 : ../models/spf_lut_x4_1sam | Iter: 60200, Sample:1926400, GPixel:2.77e-03, dT:0.0041, rT:0.3685 +24-08-10 18:01:41.796 : ../models/spf_lut_x4_1sam | Iter: 60300, Sample:1929600, GPixel:2.65e-03, dT:0.0035, rT:0.3685 +24-08-10 18:02:25.454 : ../models/spf_lut_x4_1sam | Iter: 60400, Sample:1932800, GPixel:2.75e-03, dT:0.0038, rT:0.3686 +24-08-10 18:03:09.069 : ../models/spf_lut_x4_1sam | Iter: 60500, Sample:1936000, GPixel:2.56e-03, dT:0.0037, rT:0.3688 +24-08-10 18:03:52.692 : ../models/spf_lut_x4_1sam | Iter: 60600, Sample:1939200, GPixel:2.60e-03, dT:0.0039, rT:0.3681 +24-08-10 18:04:36.295 : ../models/spf_lut_x4_1sam | Iter: 60700, Sample:1942400, GPixel:2.63e-03, dT:0.0036, rT:0.3677 +24-08-10 18:05:19.902 : ../models/spf_lut_x4_1sam | Iter: 60800, Sample:1945600, GPixel:2.82e-03, dT:0.0038, rT:0.3677 +24-08-10 18:06:03.472 : ../models/spf_lut_x4_1sam | Iter: 60900, Sample:1948800, GPixel:2.74e-03, dT:0.0036, rT:0.3676 +24-08-10 18:06:47.052 : ../models/spf_lut_x4_1sam | Iter: 61000, Sample:1952000, GPixel:2.83e-03, dT:0.0036, rT:0.3685 +24-08-10 18:07:32.565 : ../models/spf_lut_x4_1sam | Iter: 61100, Sample:1955200, GPixel:2.66e-03, dT:0.0070, rT:0.3825 +24-08-10 18:08:16.937 : ../models/spf_lut_x4_1sam | Iter: 61200, Sample:1958400, GPixel:2.85e-03, dT:0.0043, rT:0.3736 +24-08-10 18:09:00.536 : ../models/spf_lut_x4_1sam | Iter: 61300, Sample:1961600, GPixel:2.64e-03, dT:0.0036, rT:0.3684 +24-08-10 18:09:44.190 : ../models/spf_lut_x4_1sam | Iter: 61400, Sample:1964800, GPixel:2.71e-03, dT:0.0039, rT:0.3689 +24-08-10 18:10:27.781 : ../models/spf_lut_x4_1sam | Iter: 61500, Sample:1968000, GPixel:2.64e-03, dT:0.0035, rT:0.3687 +24-08-10 18:11:11.408 : ../models/spf_lut_x4_1sam | Iter: 61600, Sample:1971200, GPixel:2.67e-03, dT:0.0036, rT:0.3688 +24-08-10 18:11:55.015 : ../models/spf_lut_x4_1sam | Iter: 61700, Sample:1974400, GPixel:2.65e-03, dT:0.0036, rT:0.3688 +24-08-10 18:12:38.618 : ../models/spf_lut_x4_1sam | Iter: 61800, Sample:1977600, GPixel:2.71e-03, dT:0.0035, rT:0.3681 +24-08-10 18:13:22.249 : ../models/spf_lut_x4_1sam | Iter: 61900, Sample:1980800, GPixel:2.61e-03, dT:0.0036, rT:0.3690 +24-08-10 18:14:05.870 : ../models/spf_lut_x4_1sam | Iter: 62000, Sample:1984000, GPixel:2.67e-03, dT:0.0036, rT:0.3665 +24-08-10 18:14:05.919 : Checkpoint saved 62000 +24-08-10 18:14:06.522 : Iter 62000 | Dataset Set5 | AVG Val PSNR: 30.934662 +24-08-10 18:14:09.206 : Iter 62000 | Dataset Set14 | AVG Val PSNR: 27.858792 +24-08-10 18:14:52.983 : ../models/spf_lut_x4_1sam | Iter: 62100, Sample:1987200, GPixel:2.77e-03, dT:0.0040, rT:0.3693 +24-08-10 18:15:38.586 : ../models/spf_lut_x4_1sam | Iter: 62200, Sample:1990400, GPixel:2.61e-03, dT:0.0070, rT:0.3826 +24-08-10 18:16:22.221 : ../models/spf_lut_x4_1sam | Iter: 62300, Sample:1993600, GPixel:2.65e-03, dT:0.0038, rT:0.3694 +24-08-10 18:17:05.835 : ../models/spf_lut_x4_1sam | Iter: 62400, Sample:1996800, GPixel:2.74e-03, dT:0.0036, rT:0.3683 +24-08-10 18:17:49.456 : ../models/spf_lut_x4_1sam | Iter: 62500, Sample:2000000, GPixel:2.76e-03, dT:0.0037, rT:0.3688 +24-08-10 18:18:33.033 : ../models/spf_lut_x4_1sam | Iter: 62600, Sample:2003200, GPixel:2.75e-03, dT:0.0035, rT:0.3680 +24-08-10 18:19:16.608 : ../models/spf_lut_x4_1sam | Iter: 62700, Sample:2006400, GPixel:2.63e-03, dT:0.0035, rT:0.3678 +24-08-10 18:20:00.204 : ../models/spf_lut_x4_1sam | Iter: 62800, Sample:2009600, GPixel:2.91e-03, dT:0.0036, rT:0.3684 +24-08-10 18:20:43.818 : ../models/spf_lut_x4_1sam | Iter: 62900, Sample:2012800, GPixel:2.69e-03, dT:0.0038, rT:0.3682 +24-08-10 18:21:27.437 : ../models/spf_lut_x4_1sam | Iter: 63000, Sample:2016000, GPixel:2.58e-03, dT:0.0036, rT:0.3686 +24-08-10 18:22:11.027 : ../models/spf_lut_x4_1sam | Iter: 63100, Sample:2019200, GPixel:2.75e-03, dT:0.0037, rT:0.3674 +24-08-10 18:22:56.459 : ../models/spf_lut_x4_1sam | Iter: 63200, Sample:2022400, GPixel:2.74e-03, dT:0.0063, rT:0.3831 +24-08-10 18:23:40.103 : ../models/spf_lut_x4_1sam | Iter: 63300, Sample:2025600, GPixel:2.70e-03, dT:0.0036, rT:0.3674 +24-08-10 18:24:23.688 : ../models/spf_lut_x4_1sam | Iter: 63400, Sample:2028800, GPixel:2.70e-03, dT:0.0036, rT:0.3682 +24-08-10 18:25:07.276 : ../models/spf_lut_x4_1sam | Iter: 63500, Sample:2032000, GPixel:2.73e-03, dT:0.0036, rT:0.3674 +24-08-10 18:25:50.873 : ../models/spf_lut_x4_1sam | Iter: 63600, Sample:2035200, GPixel:2.70e-03, dT:0.0037, rT:0.3683 +24-08-10 18:26:34.482 : ../models/spf_lut_x4_1sam | Iter: 63700, Sample:2038400, GPixel:2.69e-03, dT:0.0037, rT:0.3685 +24-08-10 18:27:18.143 : ../models/spf_lut_x4_1sam | Iter: 63800, Sample:2041600, GPixel:2.65e-03, dT:0.0041, rT:0.3682 +24-08-10 18:28:01.714 : ../models/spf_lut_x4_1sam | Iter: 63900, Sample:2044800, GPixel:2.81e-03, dT:0.0036, rT:0.3684 +24-08-10 18:28:45.289 : ../models/spf_lut_x4_1sam | Iter: 64000, Sample:2048000, GPixel:2.62e-03, dT:0.0035, rT:0.3683 +24-08-10 18:28:45.337 : Checkpoint saved 64000 +24-08-10 18:28:45.930 : Iter 64000 | Dataset Set5 | AVG Val PSNR: 31.020319 +24-08-10 18:28:48.626 : Iter 64000 | Dataset Set14 | AVG Val PSNR: 27.881409 +24-08-10 18:29:32.203 : ../models/spf_lut_x4_1sam | Iter: 64100, Sample:2051200, GPixel:2.79e-03, dT:0.0037, rT:0.3671 +24-08-10 18:30:17.001 : ../models/spf_lut_x4_1sam | Iter: 64200, Sample:2054400, GPixel:2.71e-03, dT:0.0046, rT:0.3774 +24-08-10 18:31:02.380 : ../models/spf_lut_x4_1sam | Iter: 64300, Sample:2057600, GPixel:2.60e-03, dT:0.0066, rT:0.3810 +24-08-10 18:31:45.970 : ../models/spf_lut_x4_1sam | Iter: 64400, Sample:2060800, GPixel:2.71e-03, dT:0.0036, rT:0.3674 +24-08-10 18:32:29.583 : ../models/spf_lut_x4_1sam | Iter: 64500, Sample:2064000, GPixel:2.66e-03, dT:0.0037, rT:0.3679 +24-08-10 18:33:13.177 : ../models/spf_lut_x4_1sam | Iter: 64600, Sample:2067200, GPixel:2.71e-03, dT:0.0037, rT:0.3685 +24-08-10 18:33:56.779 : ../models/spf_lut_x4_1sam | Iter: 64700, Sample:2070400, GPixel:2.72e-03, dT:0.0036, rT:0.3684 +24-08-10 18:34:40.385 : ../models/spf_lut_x4_1sam | Iter: 64800, Sample:2073600, GPixel:2.82e-03, dT:0.0036, rT:0.3674 +24-08-10 18:35:23.968 : ../models/spf_lut_x4_1sam | Iter: 64900, Sample:2076800, GPixel:2.65e-03, dT:0.0035, rT:0.3685 +24-08-10 18:36:07.556 : ../models/spf_lut_x4_1sam | Iter: 65000, Sample:2080000, GPixel:2.80e-03, dT:0.0035, rT:0.3677 +24-08-10 18:36:51.162 : ../models/spf_lut_x4_1sam | Iter: 65100, Sample:2083200, GPixel:2.75e-03, dT:0.0036, rT:0.3685 +24-08-10 18:37:34.772 : ../models/spf_lut_x4_1sam | Iter: 65200, Sample:2086400, GPixel:2.63e-03, dT:0.0036, rT:0.3679 +24-08-10 18:38:21.540 : ../models/spf_lut_x4_1sam | Iter: 65300, Sample:2089600, GPixel:2.71e-03, dT:0.0075, rT:0.3934 +24-08-10 18:39:05.147 : ../models/spf_lut_x4_1sam | Iter: 65400, Sample:2092800, GPixel:2.75e-03, dT:0.0035, rT:0.3678 +24-08-10 18:39:48.740 : ../models/spf_lut_x4_1sam | Iter: 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18:44:57.288 : ../models/spf_lut_x4_1sam | Iter: 66200, Sample:2118400, GPixel:2.75e-03, dT:0.0036, rT:0.3683 +24-08-10 18:45:42.547 : ../models/spf_lut_x4_1sam | Iter: 66300, Sample:2121600, GPixel:2.71e-03, dT:0.0062, rT:0.3813 +24-08-10 18:46:26.899 : ../models/spf_lut_x4_1sam | Iter: 66400, Sample:2124800, GPixel:2.72e-03, dT:0.0049, rT:0.3727 +24-08-10 18:47:10.535 : ../models/spf_lut_x4_1sam | Iter: 66500, Sample:2128000, GPixel:2.69e-03, dT:0.0038, rT:0.3682 +24-08-10 18:47:54.160 : ../models/spf_lut_x4_1sam | Iter: 66600, Sample:2131200, GPixel:2.78e-03, dT:0.0037, rT:0.3679 +24-08-10 18:48:37.789 : ../models/spf_lut_x4_1sam | Iter: 66700, Sample:2134400, GPixel:2.63e-03, dT:0.0038, rT:0.3656 +24-08-10 18:49:21.379 : ../models/spf_lut_x4_1sam | Iter: 66800, Sample:2137600, GPixel:2.76e-03, dT:0.0035, rT:0.3683 +24-08-10 18:50:04.948 : ../models/spf_lut_x4_1sam | Iter: 66900, Sample:2140800, GPixel:2.74e-03, dT:0.0035, rT:0.3677 +24-08-10 18:50:48.535 : ../models/spf_lut_x4_1sam | Iter: 67000, Sample:2144000, GPixel:2.77e-03, dT:0.0035, rT:0.3673 +24-08-10 18:51:32.141 : ../models/spf_lut_x4_1sam | Iter: 67100, Sample:2147200, GPixel:2.69e-03, dT:0.0036, rT:0.3678 +24-08-10 18:52:15.736 : ../models/spf_lut_x4_1sam | Iter: 67200, Sample:2150400, GPixel:2.57e-03, dT:0.0035, rT:0.3673 +24-08-10 18:52:59.361 : ../models/spf_lut_x4_1sam | Iter: 67300, Sample:2153600, GPixel:2.74e-03, dT:0.0036, rT:0.3687 +24-08-10 18:53:45.056 : ../models/spf_lut_x4_1sam | Iter: 67400, Sample:2156800, GPixel:2.76e-03, dT:0.0067, rT:0.3835 +24-08-10 18:54:28.673 : ../models/spf_lut_x4_1sam | Iter: 67500, Sample:2160000, GPixel:2.70e-03, dT:0.0035, rT:0.3687 +24-08-10 18:55:12.282 : ../models/spf_lut_x4_1sam | Iter: 67600, Sample:2163200, GPixel:2.72e-03, dT:0.0035, rT:0.3685 +24-08-10 18:55:55.897 : ../models/spf_lut_x4_1sam | Iter: 67700, Sample:2166400, GPixel:2.69e-03, dT:0.0036, rT:0.3680 +24-08-10 18:56:39.480 : ../models/spf_lut_x4_1sam | Iter: 67800, Sample:2169600, GPixel:2.72e-03, dT:0.0036, rT:0.3672 +24-08-10 18:57:23.058 : ../models/spf_lut_x4_1sam | Iter: 67900, Sample:2172800, GPixel:2.69e-03, dT:0.0035, rT:0.3680 +24-08-10 18:58:06.659 : ../models/spf_lut_x4_1sam | Iter: 68000, Sample:2176000, GPixel:2.64e-03, dT:0.0037, rT:0.3685 +24-08-10 18:58:06.707 : Checkpoint saved 68000 +24-08-10 18:58:07.300 : Iter 68000 | Dataset Set5 | AVG Val PSNR: 30.995027 +24-08-10 18:58:09.996 : Iter 68000 | Dataset Set14 | AVG Val PSNR: 27.873598 +24-08-10 18:58:53.544 : ../models/spf_lut_x4_1sam | Iter: 68100, Sample:2179200, GPixel:2.76e-03, dT:0.0035, rT:0.3679 +24-08-10 18:59:37.141 : ../models/spf_lut_x4_1sam | Iter: 68200, Sample:2182400, GPixel:2.80e-03, dT:0.0036, rT:0.3670 +24-08-10 19:00:20.751 : ../models/spf_lut_x4_1sam | Iter: 68300, Sample:2185600, GPixel:2.67e-03, dT:0.0037, rT:0.3667 +24-08-10 19:01:06.728 : ../models/spf_lut_x4_1sam | Iter: 68400, Sample:2188800, GPixel:2.69e-03, dT:0.0071, rT:0.3873 +24-08-10 19:01:50.345 : ../models/spf_lut_x4_1sam | Iter: 68500, Sample:2192000, GPixel:2.73e-03, dT:0.0039, rT:0.3671 +24-08-10 19:02:33.952 : ../models/spf_lut_x4_1sam | Iter: 68600, Sample:2195200, GPixel:2.79e-03, dT:0.0036, rT:0.3688 +24-08-10 19:03:17.540 : ../models/spf_lut_x4_1sam | Iter: 68700, Sample:2198400, GPixel:2.70e-03, dT:0.0035, rT:0.3688 +24-08-10 19:04:01.143 : ../models/spf_lut_x4_1sam | Iter: 68800, Sample:2201600, GPixel:2.52e-03, dT:0.0037, rT:0.3684 +24-08-10 19:04:44.754 : ../models/spf_lut_x4_1sam | Iter: 68900, Sample:2204800, GPixel:2.68e-03, dT:0.0036, rT:0.3684 +24-08-10 19:05:28.415 : ../models/spf_lut_x4_1sam | Iter: 69000, Sample:2208000, GPixel:2.69e-03, dT:0.0040, rT:0.3680 +24-08-10 19:06:12.033 : ../models/spf_lut_x4_1sam | Iter: 69100, Sample:2211200, GPixel:2.81e-03, dT:0.0038, rT:0.3683 +24-08-10 19:06:55.634 : ../models/spf_lut_x4_1sam | Iter: 69200, Sample:2214400, GPixel:2.75e-03, dT:0.0036, rT:0.3683 +24-08-10 19:07:39.234 : ../models/spf_lut_x4_1sam | Iter: 69300, Sample:2217600, GPixel:2.78e-03, dT:0.0037, rT:0.3683 +24-08-10 19:08:23.446 : ../models/spf_lut_x4_1sam | Iter: 69400, Sample:2220800, GPixel:2.76e-03, dT:0.0049, rT:0.3720 +24-08-10 19:09:08.620 : ../models/spf_lut_x4_1sam | Iter: 69500, Sample:2224000, GPixel:2.77e-03, dT:0.0073, rT:0.3797 +24-08-10 19:09:52.201 : ../models/spf_lut_x4_1sam | Iter: 69600, Sample:2227200, GPixel:2.66e-03, dT:0.0035, rT:0.3683 +24-08-10 19:10:35.786 : ../models/spf_lut_x4_1sam | Iter: 69700, Sample:2230400, GPixel:2.76e-03, dT:0.0036, rT:0.3681 +24-08-10 19:11:19.443 : ../models/spf_lut_x4_1sam | Iter: 69800, Sample:2233600, GPixel:2.66e-03, dT:0.0039, rT:0.3687 +24-08-10 19:12:03.126 : ../models/spf_lut_x4_1sam | Iter: 69900, Sample:2236800, GPixel:2.63e-03, dT:0.0042, rT:0.3686 +24-08-10 19:12:46.747 : ../models/spf_lut_x4_1sam | Iter: 70000, Sample:2240000, GPixel:2.80e-03, dT:0.0036, rT:0.3684 +24-08-10 19:12:46.796 : Checkpoint saved 70000 +24-08-10 19:12:47.396 : Iter 70000 | Dataset Set5 | AVG Val PSNR: 30.959063 +24-08-10 19:12:50.103 : Iter 70000 | Dataset Set14 | AVG Val PSNR: 27.853566 +24-08-10 19:13:33.684 : ../models/spf_lut_x4_1sam | Iter: 70100, Sample:2243200, GPixel:2.65e-03, dT:0.0036, rT:0.3678 +24-08-10 19:14:17.336 : ../models/spf_lut_x4_1sam | Iter: 70200, Sample:2246400, GPixel:2.74e-03, dT:0.0040, rT:0.3689 +24-08-10 19:15:00.939 : ../models/spf_lut_x4_1sam | Iter: 70300, Sample:2249600, GPixel:2.86e-03, dT:0.0037, rT:0.3684 +24-08-10 19:15:44.524 : ../models/spf_lut_x4_1sam | Iter: 70400, Sample:2252800, GPixel:2.67e-03, dT:0.0035, rT:0.3679 +24-08-10 19:16:30.967 : ../models/spf_lut_x4_1sam | Iter: 70500, Sample:2256000, GPixel:2.67e-03, dT:0.0068, rT:0.3891 +24-08-10 19:17:14.540 : ../models/spf_lut_x4_1sam | Iter: 70600, Sample:2259200, GPixel:2.76e-03, dT:0.0036, rT:0.3680 +24-08-10 19:17:58.139 : ../models/spf_lut_x4_1sam | Iter: 70700, Sample:2262400, GPixel:2.67e-03, dT:0.0036, rT:0.3687 +24-08-10 19:18:41.700 : ../models/spf_lut_x4_1sam | Iter: 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dT:0.0049, rT:0.3724 +24-08-10 19:25:16.284 : ../models/spf_lut_x4_1sam | Iter: 71700, Sample:2294400, GPixel:2.65e-03, dT:0.0037, rT:0.3688 +24-08-10 19:25:59.851 : ../models/spf_lut_x4_1sam | Iter: 71800, Sample:2297600, GPixel:2.72e-03, dT:0.0035, rT:0.3671 +24-08-10 19:26:43.407 : ../models/spf_lut_x4_1sam | Iter: 71900, Sample:2300800, GPixel:2.82e-03, dT:0.0035, rT:0.3682 +24-08-10 19:27:27.000 : ../models/spf_lut_x4_1sam | Iter: 72000, Sample:2304000, GPixel:2.75e-03, dT:0.0038, rT:0.3680 +24-08-10 19:27:27.049 : Checkpoint saved 72000 +24-08-10 19:27:27.648 : Iter 72000 | Dataset Set5 | AVG Val PSNR: 30.957575 +24-08-10 19:27:30.351 : Iter 72000 | Dataset Set14 | AVG Val PSNR: 27.846308 +24-08-10 19:28:13.891 : ../models/spf_lut_x4_1sam | Iter: 72100, Sample:2307200, GPixel:2.69e-03, dT:0.0035, rT:0.3676 +24-08-10 19:28:57.468 : ../models/spf_lut_x4_1sam | Iter: 72200, Sample:2310400, GPixel:2.53e-03, dT:0.0037, rT:0.3674 +24-08-10 19:29:41.020 : ../models/spf_lut_x4_1sam | Iter: 72300, Sample:2313600, GPixel:2.79e-03, dT:0.0036, rT:0.3677 +24-08-10 19:30:24.579 : ../models/spf_lut_x4_1sam | Iter: 72400, Sample:2316800, GPixel:2.82e-03, dT:0.0037, rT:0.3673 +24-08-10 19:31:08.801 : ../models/spf_lut_x4_1sam | Iter: 72500, Sample:2320000, GPixel:2.73e-03, dT:0.0043, rT:0.3723 +24-08-10 19:31:54.635 : ../models/spf_lut_x4_1sam | Iter: 72600, Sample:2323200, GPixel:2.87e-03, dT:0.0063, rT:0.3861 +24-08-10 19:32:38.231 : ../models/spf_lut_x4_1sam | Iter: 72700, Sample:2326400, GPixel:2.71e-03, dT:0.0039, rT:0.3664 +24-08-10 19:33:21.810 : ../models/spf_lut_x4_1sam | Iter: 72800, Sample:2329600, GPixel:2.81e-03, dT:0.0036, rT:0.3678 +24-08-10 19:34:05.376 : ../models/spf_lut_x4_1sam | Iter: 72900, Sample:2332800, GPixel:2.70e-03, dT:0.0036, rT:0.3671 +24-08-10 19:34:48.913 : ../models/spf_lut_x4_1sam | Iter: 73000, Sample:2336000, GPixel:2.62e-03, dT:0.0036, rT:0.3679 +24-08-10 19:35:32.456 : ../models/spf_lut_x4_1sam | Iter: 73100, Sample:2339200, GPixel:2.66e-03, dT:0.0036, rT:0.3670 +24-08-10 19:36:15.998 : ../models/spf_lut_x4_1sam | Iter: 73200, Sample:2342400, GPixel:2.70e-03, dT:0.0036, rT:0.3677 +24-08-10 19:36:59.547 : ../models/spf_lut_x4_1sam | Iter: 73300, Sample:2345600, GPixel:2.72e-03, dT:0.0035, rT:0.3676 +24-08-10 19:37:43.118 : ../models/spf_lut_x4_1sam | Iter: 73400, Sample:2348800, GPixel:2.76e-03, dT:0.0039, rT:0.3676 +24-08-10 19:38:26.670 : ../models/spf_lut_x4_1sam | Iter: 73500, Sample:2352000, GPixel:2.67e-03, dT:0.0038, rT:0.3675 +24-08-10 19:39:12.763 : ../models/spf_lut_x4_1sam | Iter: 73600, Sample:2355200, GPixel:2.68e-03, dT:0.0088, rT:0.3849 +24-08-10 19:39:56.295 : ../models/spf_lut_x4_1sam | Iter: 73700, Sample:2358400, GPixel:2.66e-03, dT:0.0035, rT:0.3667 +24-08-10 19:40:39.913 : ../models/spf_lut_x4_1sam | Iter: 73800, Sample:2361600, GPixel:2.76e-03, dT:0.0037, rT:0.3687 +24-08-10 19:41:23.565 : ../models/spf_lut_x4_1sam | Iter: 73900, Sample:2364800, GPixel:2.60e-03, dT:0.0040, rT:0.3682 +24-08-10 19:42:07.176 : ../models/spf_lut_x4_1sam | Iter: 74000, Sample:2368000, GPixel:2.87e-03, dT:0.0036, rT:0.3683 +24-08-10 19:42:07.224 : Checkpoint saved 74000 +24-08-10 19:42:07.821 : Iter 74000 | Dataset Set5 | AVG Val PSNR: 30.991632 +24-08-10 19:42:10.509 : Iter 74000 | Dataset Set14 | AVG Val PSNR: 27.878152 +24-08-10 19:42:54.042 : ../models/spf_lut_x4_1sam | Iter: 74100, Sample:2371200, GPixel:2.64e-03, dT:0.0036, rT:0.3681 +24-08-10 19:43:37.645 : ../models/spf_lut_x4_1sam | Iter: 74200, Sample:2374400, GPixel:2.72e-03, dT:0.0041, rT:0.3685 +24-08-10 19:44:21.243 : ../models/spf_lut_x4_1sam | Iter: 74300, Sample:2377600, GPixel:2.76e-03, dT:0.0038, rT:0.3676 +24-08-10 19:45:04.837 : ../models/spf_lut_x4_1sam | Iter: 74400, Sample:2380800, GPixel:2.64e-03, dT:0.0041, rT:0.3681 +24-08-10 19:45:48.397 : ../models/spf_lut_x4_1sam | Iter: 74500, Sample:2384000, GPixel:2.71e-03, dT:0.0036, rT:0.3683 +24-08-10 19:46:33.645 : ../models/spf_lut_x4_1sam | Iter: 74600, Sample:2387200, GPixel:2.69e-03, dT:0.0058, rT:0.3829 +24-08-10 19:47:18.189 : ../models/spf_lut_x4_1sam | Iter: 74700, Sample:2390400, GPixel:2.66e-03, dT:0.0046, rT:0.3745 +24-08-10 19:48:01.739 : ../models/spf_lut_x4_1sam | Iter: 74800, Sample:2393600, GPixel:2.81e-03, dT:0.0035, rT:0.3677 +24-08-10 19:48:45.321 : ../models/spf_lut_x4_1sam | Iter: 74900, Sample:2396800, GPixel:2.74e-03, dT:0.0037, rT:0.3676 +24-08-10 19:49:28.872 : ../models/spf_lut_x4_1sam | Iter: 75000, Sample:2400000, GPixel:2.84e-03, dT:0.0036, rT:0.3682 +24-08-10 19:50:12.428 : ../models/spf_lut_x4_1sam | Iter: 75100, Sample:2403200, GPixel:2.72e-03, dT:0.0036, rT:0.3682 +24-08-10 19:50:55.948 : ../models/spf_lut_x4_1sam | Iter: 75200, Sample:2406400, GPixel:2.75e-03, dT:0.0035, rT:0.3679 +24-08-10 19:51:39.510 : ../models/spf_lut_x4_1sam | Iter: 75300, Sample:2409600, GPixel:2.76e-03, dT:0.0037, rT:0.3679 +24-08-10 19:52:23.131 : ../models/spf_lut_x4_1sam | Iter: 75400, Sample:2412800, GPixel:2.66e-03, dT:0.0041, rT:0.3680 +24-08-10 19:53:06.720 : ../models/spf_lut_x4_1sam | Iter: 75500, Sample:2416000, GPixel:2.83e-03, dT:0.0040, rT:0.3685 +24-08-10 19:53:50.284 : ../models/spf_lut_x4_1sam | Iter: 75600, Sample:2419200, GPixel:2.74e-03, dT:0.0038, rT:0.3674 +24-08-10 19:54:36.305 : ../models/spf_lut_x4_1sam | Iter: 75700, Sample:2422400, GPixel:2.71e-03, dT:0.0071, rT:0.3864 +24-08-10 19:55:19.862 : ../models/spf_lut_x4_1sam | Iter: 75800, Sample:2425600, GPixel:2.78e-03, dT:0.0038, rT:0.3664 +24-08-10 19:56:03.406 : ../models/spf_lut_x4_1sam | Iter: 75900, Sample:2428800, GPixel:2.71e-03, dT:0.0036, rT:0.3660 +24-08-10 19:56:46.954 : ../models/spf_lut_x4_1sam | Iter: 76000, Sample:2432000, GPixel:2.70e-03, dT:0.0036, rT:0.3681 +24-08-10 19:56:47.002 : Checkpoint saved 76000 +24-08-10 19:56:47.596 : Iter 76000 | Dataset Set5 | AVG Val PSNR: 31.037520 +24-08-10 19:56:50.294 : Iter 76000 | Dataset Set14 | AVG Val PSNR: 27.903951 +24-08-10 19:57:33.831 : ../models/spf_lut_x4_1sam | Iter: 76100, Sample:2435200, GPixel:2.72e-03, dT:0.0038, rT:0.3675 +24-08-10 19:58:17.396 : ../models/spf_lut_x4_1sam | Iter: 76200, Sample:2438400, GPixel:2.68e-03, dT:0.0038, rT:0.3682 +24-08-10 19:59:00.986 : ../models/spf_lut_x4_1sam | Iter: 76300, Sample:2441600, GPixel:2.78e-03, dT:0.0038, rT:0.3680 +24-08-10 19:59:44.518 : ../models/spf_lut_x4_1sam | Iter: 76400, Sample:2444800, GPixel:2.77e-03, dT:0.0036, rT:0.3678 +24-08-10 20:00:28.062 : ../models/spf_lut_x4_1sam | Iter: 76500, Sample:2448000, GPixel:2.86e-03, dT:0.0035, rT:0.3672 +24-08-10 20:01:11.612 : ../models/spf_lut_x4_1sam | Iter: 76600, Sample:2451200, GPixel:2.72e-03, dT:0.0036, rT:0.3675 +24-08-10 20:01:57.227 : ../models/spf_lut_x4_1sam | Iter: 76700, Sample:2454400, GPixel:2.73e-03, dT:0.0076, rT:0.3836 +24-08-10 20:02:41.384 : ../models/spf_lut_x4_1sam | Iter: 76800, Sample:2457600, GPixel:2.77e-03, dT:0.0045, rT:0.3718 +24-08-10 20:03:24.959 : ../models/spf_lut_x4_1sam | Iter: 76900, Sample:2460800, 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+24-08-10 20:09:59.986 : ../models/spf_lut_x4_1sam | Iter: 77800, Sample:2489600, GPixel:2.55e-03, dT:0.0072, rT:0.3863 +24-08-10 20:10:43.538 : ../models/spf_lut_x4_1sam | Iter: 77900, Sample:2492800, GPixel:2.72e-03, dT:0.0036, rT:0.3682 +24-08-10 20:11:27.128 : ../models/spf_lut_x4_1sam | Iter: 78000, Sample:2496000, GPixel:2.60e-03, dT:0.0037, rT:0.3682 +24-08-10 20:11:27.176 : Checkpoint saved 78000 +24-08-10 20:11:27.784 : Iter 78000 | Dataset Set5 | AVG Val PSNR: 31.007205 +24-08-10 20:11:30.494 : Iter 78000 | Dataset Set14 | AVG Val PSNR: 27.888006 +24-08-10 20:12:14.019 : ../models/spf_lut_x4_1sam | Iter: 78100, Sample:2499200, GPixel:2.69e-03, dT:0.0036, rT:0.3677 +24-08-10 20:12:57.563 : ../models/spf_lut_x4_1sam | Iter: 78200, Sample:2502400, GPixel:2.76e-03, dT:0.0037, rT:0.3679 +24-08-10 20:13:41.084 : ../models/spf_lut_x4_1sam | Iter: 78300, Sample:2505600, GPixel:2.67e-03, dT:0.0035, rT:0.3676 +24-08-10 20:14:24.616 : ../models/spf_lut_x4_1sam | Iter: 78400, 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20:26:06.019 : Checkpoint saved 80000 +24-08-10 20:26:06.573 : Iter 80000 | Dataset Set5 | AVG Val PSNR: 31.032716 +24-08-10 20:26:09.102 : Iter 80000 | Dataset Set14 | AVG Val PSNR: 27.902356 +24-08-10 20:26:52.661 : ../models/spf_lut_x4_1sam | Iter: 80100, Sample:2563200, GPixel:2.77e-03, dT:0.0038, rT:0.3672 +24-08-10 20:27:36.219 : ../models/spf_lut_x4_1sam | Iter: 80200, Sample:2566400, GPixel:2.66e-03, dT:0.0037, rT:0.3682 +24-08-10 20:28:19.747 : ../models/spf_lut_x4_1sam | Iter: 80300, Sample:2569600, GPixel:2.65e-03, dT:0.0035, rT:0.3681 +24-08-10 20:29:03.280 : ../models/spf_lut_x4_1sam | Iter: 80400, Sample:2572800, GPixel:2.73e-03, dT:0.0037, rT:0.3672 +24-08-10 20:29:46.835 : ../models/spf_lut_x4_1sam | Iter: 80500, Sample:2576000, GPixel:2.73e-03, dT:0.0036, rT:0.3675 +24-08-10 20:30:30.404 : ../models/spf_lut_x4_1sam | Iter: 80600, Sample:2579200, GPixel:2.69e-03, dT:0.0037, rT:0.3676 +24-08-10 20:31:13.951 : ../models/spf_lut_x4_1sam | Iter: 80700, Sample:2582400, 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+24-08-10 20:37:48.534 : ../models/spf_lut_x4_1sam | Iter: 81600, Sample:2611200, GPixel:2.68e-03, dT:0.0036, rT:0.3681 +24-08-10 20:38:32.082 : ../models/spf_lut_x4_1sam | Iter: 81700, Sample:2614400, GPixel:2.70e-03, dT:0.0036, rT:0.3675 +24-08-10 20:39:15.596 : ../models/spf_lut_x4_1sam | Iter: 81800, Sample:2617600, GPixel:2.75e-03, dT:0.0036, rT:0.3672 +24-08-10 20:40:00.986 : ../models/spf_lut_x4_1sam | Iter: 81900, Sample:2620800, GPixel:2.64e-03, dT:0.0055, rT:0.3820 +24-08-10 20:40:45.270 : ../models/spf_lut_x4_1sam | Iter: 82000, Sample:2624000, GPixel:2.58e-03, dT:0.0047, rT:0.3724 +24-08-10 20:40:45.319 : Checkpoint saved 82000 +24-08-10 20:40:45.925 : Iter 82000 | Dataset Set5 | AVG Val PSNR: 31.008495 +24-08-10 20:40:48.653 : Iter 82000 | Dataset Set14 | AVG Val PSNR: 27.895380 +24-08-10 20:41:32.187 : ../models/spf_lut_x4_1sam | Iter: 82100, Sample:2627200, GPixel:2.72e-03, dT:0.0038, rT:0.3675 +24-08-10 20:42:15.724 : ../models/spf_lut_x4_1sam | Iter: 82200, Sample:2630400, GPixel:2.66e-03, dT:0.0035, rT:0.3671 +24-08-10 20:42:59.285 : ../models/spf_lut_x4_1sam | Iter: 82300, Sample:2633600, GPixel:2.77e-03, dT:0.0036, rT:0.3675 +24-08-10 20:43:42.854 : ../models/spf_lut_x4_1sam | Iter: 82400, Sample:2636800, GPixel:2.72e-03, dT:0.0036, rT:0.3677 +24-08-10 20:44:26.438 : ../models/spf_lut_x4_1sam | Iter: 82500, Sample:2640000, GPixel:2.68e-03, dT:0.0038, rT:0.3674 +24-08-10 20:45:09.999 : ../models/spf_lut_x4_1sam | Iter: 82600, Sample:2643200, GPixel:2.78e-03, dT:0.0035, rT:0.3679 +24-08-10 20:45:53.564 : ../models/spf_lut_x4_1sam | Iter: 82700, Sample:2646400, GPixel:2.73e-03, dT:0.0037, rT:0.3676 +24-08-10 20:46:37.185 : ../models/spf_lut_x4_1sam | Iter: 82800, Sample:2649600, GPixel:2.78e-03, dT:0.0038, rT:0.3669 +24-08-10 20:47:20.914 : ../models/spf_lut_x4_1sam | Iter: 82900, Sample:2652800, GPixel:2.77e-03, dT:0.0040, rT:0.3696 +24-08-10 20:48:06.357 : ../models/spf_lut_x4_1sam | Iter: 83000, Sample:2656000, GPixel:2.74e-03, 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20:54:38.470 : ../models/spf_lut_x4_1sam | Iter: 83900, Sample:2684800, GPixel:2.74e-03, dT:0.0038, rT:0.3682 +24-08-10 20:55:24.391 : ../models/spf_lut_x4_1sam | Iter: 84000, Sample:2688000, GPixel:2.72e-03, dT:0.0067, rT:0.3868 +24-08-10 20:55:24.456 : Checkpoint saved 84000 +24-08-10 20:55:25.183 : Iter 84000 | Dataset Set5 | AVG Val PSNR: 31.033465 +24-08-10 20:55:27.920 : Iter 84000 | Dataset Set14 | AVG Val PSNR: 27.890494 +24-08-10 20:56:11.439 : ../models/spf_lut_x4_1sam | Iter: 84100, Sample:2691200, GPixel:2.69e-03, dT:0.0035, rT:0.3673 +24-08-10 20:56:55.019 : ../models/spf_lut_x4_1sam | Iter: 84200, Sample:2694400, GPixel:2.71e-03, dT:0.0039, rT:0.3681 +24-08-10 20:57:38.584 : ../models/spf_lut_x4_1sam | Iter: 84300, Sample:2697600, GPixel:2.74e-03, dT:0.0035, rT:0.3678 +24-08-10 20:58:22.178 : ../models/spf_lut_x4_1sam | Iter: 84400, Sample:2700800, GPixel:2.74e-03, dT:0.0036, rT:0.3684 +24-08-10 20:59:05.756 : ../models/spf_lut_x4_1sam | Iter: 84500, Sample:2704000, 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+24-08-10 21:05:40.355 : ../models/spf_lut_x4_1sam | Iter: 85400, Sample:2732800, GPixel:2.78e-03, dT:0.0040, rT:0.3684 +24-08-10 21:06:23.921 : ../models/spf_lut_x4_1sam | Iter: 85500, Sample:2736000, GPixel:2.65e-03, dT:0.0036, rT:0.3684 +24-08-10 21:07:07.486 : ../models/spf_lut_x4_1sam | Iter: 85600, Sample:2739200, GPixel:2.72e-03, dT:0.0037, rT:0.3673 +24-08-10 21:07:51.063 : ../models/spf_lut_x4_1sam | Iter: 85700, Sample:2742400, GPixel:2.68e-03, dT:0.0036, rT:0.3680 +24-08-10 21:08:34.617 : ../models/spf_lut_x4_1sam | Iter: 85800, Sample:2745600, GPixel:2.68e-03, dT:0.0036, rT:0.3681 +24-08-10 21:09:18.210 : ../models/spf_lut_x4_1sam | Iter: 85900, Sample:2748800, GPixel:2.65e-03, dT:0.0039, rT:0.3684 +24-08-10 21:10:01.739 : ../models/spf_lut_x4_1sam | Iter: 86000, Sample:2752000, GPixel:2.71e-03, dT:0.0036, rT:0.3681 +24-08-10 21:10:01.787 : Checkpoint saved 86000 +24-08-10 21:10:02.384 : Iter 86000 | Dataset Set5 | AVG Val PSNR: 31.065228 +24-08-10 21:10:05.083 : Iter 86000 | Dataset Set14 | AVG Val PSNR: 27.919543 +24-08-10 21:10:51.254 : ../models/spf_lut_x4_1sam | Iter: 86100, Sample:2755200, GPixel:2.76e-03, dT:0.0077, rT:0.3869 +24-08-10 21:11:34.791 : ../models/spf_lut_x4_1sam | Iter: 86200, Sample:2758400, GPixel:2.66e-03, dT:0.0035, rT:0.3679 +24-08-10 21:12:18.327 : ../models/spf_lut_x4_1sam | Iter: 86300, Sample:2761600, GPixel:2.80e-03, dT:0.0035, rT:0.3680 +24-08-10 21:13:01.884 : ../models/spf_lut_x4_1sam | Iter: 86400, Sample:2764800, GPixel:2.86e-03, dT:0.0036, rT:0.3680 +24-08-10 21:13:45.419 : ../models/spf_lut_x4_1sam | Iter: 86500, Sample:2768000, GPixel:2.77e-03, dT:0.0035, rT:0.3677 +24-08-10 21:14:28.975 : ../models/spf_lut_x4_1sam | Iter: 86600, Sample:2771200, GPixel:2.71e-03, dT:0.0035, rT:0.3673 +24-08-10 21:15:12.552 : ../models/spf_lut_x4_1sam | Iter: 86700, Sample:2774400, GPixel:2.84e-03, dT:0.0037, rT:0.3683 +24-08-10 21:15:56.107 : ../models/spf_lut_x4_1sam | Iter: 86800, Sample:2777600, GPixel:2.57e-03, dT:0.0037, 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../models/spf_lut_x4_1sam | Iter: 87700, Sample:2806400, GPixel:2.72e-03, dT:0.0036, rT:0.3680 +24-08-10 21:23:13.371 : ../models/spf_lut_x4_1sam | Iter: 87800, Sample:2809600, GPixel:3.01e-03, dT:0.0036, rT:0.3671 +24-08-10 21:23:56.897 : ../models/spf_lut_x4_1sam | Iter: 87900, Sample:2812800, GPixel:2.71e-03, dT:0.0036, rT:0.3673 +24-08-10 21:24:40.419 : ../models/spf_lut_x4_1sam | Iter: 88000, Sample:2816000, GPixel:2.76e-03, dT:0.0036, rT:0.3679 +24-08-10 21:24:40.468 : Checkpoint saved 88000 +24-08-10 21:24:41.063 : Iter 88000 | Dataset Set5 | AVG Val PSNR: 31.055760 +24-08-10 21:24:43.755 : Iter 88000 | Dataset Set14 | AVG Val PSNR: 27.925377 +24-08-10 21:25:27.883 : ../models/spf_lut_x4_1sam | Iter: 88100, Sample:2819200, GPixel:2.75e-03, dT:0.0044, rT:0.3720 +24-08-10 21:26:13.199 : ../models/spf_lut_x4_1sam | Iter: 88200, Sample:2822400, GPixel:2.65e-03, dT:0.0062, rT:0.3816 +24-08-10 21:26:56.753 : ../models/spf_lut_x4_1sam | Iter: 88300, Sample:2825600, GPixel:2.70e-03, dT:0.0036, rT:0.3678 +24-08-10 21:27:40.329 : ../models/spf_lut_x4_1sam | Iter: 88400, Sample:2828800, GPixel:2.66e-03, dT:0.0036, rT:0.3679 +24-08-10 21:28:23.925 : ../models/spf_lut_x4_1sam | Iter: 88500, Sample:2832000, GPixel:2.70e-03, dT:0.0037, rT:0.3671 +24-08-10 21:29:07.478 : ../models/spf_lut_x4_1sam | Iter: 88600, Sample:2835200, GPixel:2.66e-03, dT:0.0035, rT:0.3671 +24-08-10 21:29:51.075 : ../models/spf_lut_x4_1sam | Iter: 88700, Sample:2838400, GPixel:2.74e-03, dT:0.0038, rT:0.3648 +24-08-10 21:30:34.631 : ../models/spf_lut_x4_1sam | Iter: 88800, Sample:2841600, GPixel:2.60e-03, dT:0.0036, rT:0.3650 +24-08-10 21:31:18.160 : ../models/spf_lut_x4_1sam | Iter: 88900, Sample:2844800, GPixel:2.82e-03, dT:0.0036, rT:0.3669 +24-08-10 21:32:01.742 : ../models/spf_lut_x4_1sam | Iter: 89000, Sample:2848000, GPixel:2.82e-03, dT:0.0037, rT:0.3677 +24-08-10 21:32:45.308 : ../models/spf_lut_x4_1sam | Iter: 89100, Sample:2851200, GPixel:2.87e-03, dT:0.0038, rT:0.3677 +24-08-10 21:33:31.781 : ../models/spf_lut_x4_1sam | Iter: 89200, Sample:2854400, GPixel:2.81e-03, dT:0.0074, rT:0.3911 +24-08-10 21:34:15.423 : ../models/spf_lut_x4_1sam | Iter: 89300, Sample:2857600, GPixel:2.70e-03, dT:0.0037, rT:0.3679 +24-08-10 21:34:59.013 : ../models/spf_lut_x4_1sam | Iter: 89400, Sample:2860800, GPixel:2.77e-03, dT:0.0041, rT:0.3679 +24-08-10 21:35:42.581 : ../models/spf_lut_x4_1sam | Iter: 89500, Sample:2864000, GPixel:2.67e-03, dT:0.0037, rT:0.3680 +24-08-10 21:36:26.173 : ../models/spf_lut_x4_1sam | Iter: 89600, Sample:2867200, GPixel:2.78e-03, dT:0.0040, rT:0.3675 +24-08-10 21:37:09.713 : ../models/spf_lut_x4_1sam | Iter: 89700, Sample:2870400, GPixel:2.70e-03, dT:0.0037, rT:0.3676 +24-08-10 21:37:53.342 : ../models/spf_lut_x4_1sam | Iter: 89800, Sample:2873600, GPixel:2.92e-03, dT:0.0043, rT:0.3675 +24-08-10 21:38:36.958 : ../models/spf_lut_x4_1sam | Iter: 89900, Sample:2876800, GPixel:2.64e-03, dT:0.0042, rT:0.3689 +24-08-10 21:39:20.531 : ../models/spf_lut_x4_1sam | Iter: 90000, Sample:2880000, GPixel:2.74e-03, dT:0.0038, rT:0.3671 +24-08-10 21:39:20.580 : Checkpoint saved 90000 +24-08-10 21:39:21.203 : Iter 90000 | Dataset Set5 | AVG Val PSNR: 31.045296 +24-08-10 21:39:23.903 : Iter 90000 | Dataset Set14 | AVG Val PSNR: 27.913243 +24-08-10 21:40:07.413 : ../models/spf_lut_x4_1sam | Iter: 90100, Sample:2883200, GPixel:2.78e-03, dT:0.0037, rT:0.3677 +24-08-10 21:40:52.674 : ../models/spf_lut_x4_1sam | Iter: 90200, Sample:2886400, GPixel:2.76e-03, dT:0.0064, rT:0.3813 +24-08-10 21:41:37.284 : ../models/spf_lut_x4_1sam | Iter: 90300, Sample:2889600, GPixel:2.78e-03, dT:0.0051, rT:0.3748 +24-08-10 21:42:20.852 : ../models/spf_lut_x4_1sam | Iter: 90400, Sample:2892800, GPixel:2.67e-03, dT:0.0037, rT:0.3675 +24-08-10 21:43:04.410 : ../models/spf_lut_x4_1sam | Iter: 90500, Sample:2896000, GPixel:2.74e-03, dT:0.0035, rT:0.3682 +24-08-10 21:43:47.983 : ../models/spf_lut_x4_1sam | Iter: 90600, Sample:2899200, GPixel:2.69e-03, dT:0.0038, rT:0.3677 +24-08-10 21:44:31.560 : ../models/spf_lut_x4_1sam | Iter: 90700, Sample:2902400, GPixel:2.66e-03, dT:0.0037, rT:0.3671 +24-08-10 21:45:15.135 : ../models/spf_lut_x4_1sam | Iter: 90800, Sample:2905600, GPixel:2.74e-03, dT:0.0038, rT:0.3682 +24-08-10 21:45:58.702 : ../models/spf_lut_x4_1sam | Iter: 90900, Sample:2908800, GPixel:2.73e-03, dT:0.0036, rT:0.3656 +24-08-10 21:46:42.291 : ../models/spf_lut_x4_1sam | Iter: 91000, Sample:2912000, GPixel:2.79e-03, dT:0.0041, rT:0.3684 +24-08-10 21:47:25.828 : ../models/spf_lut_x4_1sam | Iter: 91100, Sample:2915200, GPixel:2.72e-03, dT:0.0038, rT:0.3678 +24-08-10 21:48:09.396 : ../models/spf_lut_x4_1sam | Iter: 91200, Sample:2918400, GPixel:2.78e-03, dT:0.0039, rT:0.3669 +24-08-10 21:48:55.139 : ../models/spf_lut_x4_1sam | Iter: 91300, Sample:2921600, GPixel:2.72e-03, dT:0.0069, rT:0.3837 +24-08-10 21:49:38.735 : ../models/spf_lut_x4_1sam | Iter: 91400, Sample:2924800, GPixel:2.79e-03, dT:0.0040, rT:0.3676 +24-08-10 21:50:22.300 : 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22:01:22.238 : ../models/spf_lut_x4_1sam | Iter: 93000, Sample:2976000, GPixel:2.84e-03, dT:0.0036, rT:0.3679 +24-08-10 22:02:05.736 : ../models/spf_lut_x4_1sam | Iter: 93100, Sample:2979200, GPixel:2.69e-03, dT:0.0034, rT:0.3681 +24-08-10 22:02:49.283 : ../models/spf_lut_x4_1sam | Iter: 93200, Sample:2982400, GPixel:2.68e-03, dT:0.0038, rT:0.3682 +24-08-10 22:03:33.487 : ../models/spf_lut_x4_1sam | Iter: 93300, Sample:2985600, GPixel:2.64e-03, dT:0.0049, rT:0.3729 +24-08-10 22:04:19.111 : ../models/spf_lut_x4_1sam | Iter: 93400, Sample:2988800, GPixel:2.62e-03, dT:0.0062, rT:0.3828 +24-08-10 22:05:02.695 : ../models/spf_lut_x4_1sam | Iter: 93500, Sample:2992000, GPixel:2.64e-03, dT:0.0036, rT:0.3673 +24-08-10 22:05:46.277 : ../models/spf_lut_x4_1sam | Iter: 93600, Sample:2995200, GPixel:2.65e-03, dT:0.0039, rT:0.3681 +24-08-10 22:06:29.925 : ../models/spf_lut_x4_1sam | Iter: 93700, Sample:2998400, GPixel:2.67e-03, dT:0.0043, rT:0.3672 +24-08-10 22:07:13.484 : ../models/spf_lut_x4_1sam | Iter: 93800, Sample:3001600, GPixel:2.72e-03, dT:0.0036, rT:0.3667 +24-08-10 22:07:57.026 : ../models/spf_lut_x4_1sam | Iter: 93900, Sample:3004800, GPixel:2.69e-03, dT:0.0037, rT:0.3663 +24-08-10 22:08:40.583 : ../models/spf_lut_x4_1sam | Iter: 94000, Sample:3008000, GPixel:2.80e-03, dT:0.0040, rT:0.3682 +24-08-10 22:08:40.631 : Checkpoint saved 94000 +24-08-10 22:08:41.238 : Iter 94000 | Dataset Set5 | AVG Val PSNR: 31.048838 +24-08-10 22:08:43.949 : Iter 94000 | Dataset Set14 | AVG Val PSNR: 27.921666 +24-08-10 22:09:27.456 : ../models/spf_lut_x4_1sam | Iter: 94100, Sample:3011200, GPixel:2.84e-03, dT:0.0039, rT:0.3677 +24-08-10 22:10:10.983 : ../models/spf_lut_x4_1sam | Iter: 94200, Sample:3014400, GPixel:2.80e-03, dT:0.0036, rT:0.3681 +24-08-10 22:10:54.516 : ../models/spf_lut_x4_1sam | Iter: 94300, Sample:3017600, GPixel:2.63e-03, dT:0.0037, rT:0.3675 +24-08-10 22:11:40.692 : ../models/spf_lut_x4_1sam | Iter: 94400, Sample:3020800, GPixel:2.56e-03, dT:0.0064, rT:0.3903 +24-08-10 22:12:24.283 : ../models/spf_lut_x4_1sam | Iter: 94500, Sample:3024000, GPixel:2.72e-03, dT:0.0039, rT:0.3666 +24-08-10 22:13:07.938 : ../models/spf_lut_x4_1sam | Iter: 94600, Sample:3027200, GPixel:2.77e-03, dT:0.0039, rT:0.3677 +24-08-10 22:13:51.486 : ../models/spf_lut_x4_1sam | Iter: 94700, Sample:3030400, GPixel:2.76e-03, dT:0.0036, rT:0.3680 +24-08-10 22:14:35.051 : ../models/spf_lut_x4_1sam | Iter: 94800, Sample:3033600, GPixel:2.70e-03, dT:0.0037, rT:0.3679 +24-08-10 22:15:18.613 : ../models/spf_lut_x4_1sam | Iter: 94900, Sample:3036800, GPixel:2.58e-03, dT:0.0036, rT:0.3670 +24-08-10 22:16:02.160 : ../models/spf_lut_x4_1sam | Iter: 95000, Sample:3040000, GPixel:2.72e-03, dT:0.0036, rT:0.3675 +24-08-10 22:16:45.673 : ../models/spf_lut_x4_1sam | Iter: 95100, Sample:3043200, GPixel:2.72e-03, dT:0.0035, rT:0.3680 +24-08-10 22:17:29.172 : ../models/spf_lut_x4_1sam | Iter: 95200, Sample:3046400, GPixel:2.73e-03, dT:0.0035, rT:0.3676 +24-08-10 22:18:12.678 : ../models/spf_lut_x4_1sam | Iter: 95300, Sample:3049600, GPixel:2.77e-03, dT:0.0035, rT:0.3674 +24-08-10 22:18:57.632 : ../models/spf_lut_x4_1sam | Iter: 95400, Sample:3052800, GPixel:2.88e-03, dT:0.0051, rT:0.3788 +24-08-10 22:19:42.468 : ../models/spf_lut_x4_1sam | Iter: 95500, Sample:3056000, GPixel:2.76e-03, dT:0.0054, rT:0.3771 +24-08-10 22:20:26.017 : ../models/spf_lut_x4_1sam | Iter: 95600, Sample:3059200, GPixel:2.61e-03, dT:0.0037, rT:0.3673 +24-08-10 22:21:09.685 : ../models/spf_lut_x4_1sam | Iter: 95700, Sample:3062400, GPixel:2.66e-03, dT:0.0044, rT:0.3682 +24-08-10 22:21:53.296 : ../models/spf_lut_x4_1sam | Iter: 95800, Sample:3065600, GPixel:2.65e-03, dT:0.0039, rT:0.3680 +24-08-10 22:22:36.869 : ../models/spf_lut_x4_1sam | Iter: 95900, Sample:3068800, GPixel:2.65e-03, dT:0.0038, rT:0.3683 +24-08-10 22:23:20.401 : ../models/spf_lut_x4_1sam | Iter: 96000, Sample:3072000, GPixel:2.68e-03, dT:0.0036, rT:0.3669 +24-08-10 22:23:20.449 : Checkpoint saved 96000 +24-08-10 22:23:21.044 : Iter 96000 | Dataset Set5 | AVG Val PSNR: 31.061632 +24-08-10 22:23:23.746 : Iter 96000 | Dataset Set14 | AVG Val PSNR: 27.930148 +24-08-10 22:24:07.242 : ../models/spf_lut_x4_1sam | Iter: 96100, Sample:3075200, GPixel:2.68e-03, dT:0.0039, rT:0.3678 +24-08-10 22:24:50.746 : ../models/spf_lut_x4_1sam | Iter: 96200, Sample:3078400, GPixel:2.74e-03, dT:0.0035, rT:0.3672 +24-08-10 22:25:34.261 : ../models/spf_lut_x4_1sam | Iter: 96300, Sample:3081600, GPixel:2.65e-03, dT:0.0035, rT:0.3653 +24-08-10 22:26:17.821 : ../models/spf_lut_x4_1sam | Iter: 96400, Sample:3084800, GPixel:2.70e-03, dT:0.0039, rT:0.3677 +24-08-10 22:27:03.692 : ../models/spf_lut_x4_1sam | Iter: 96500, Sample:3088000, GPixel:2.59e-03, dT:0.0069, rT:0.3860 +24-08-10 22:27:47.258 : ../models/spf_lut_x4_1sam | Iter: 96600, Sample:3091200, GPixel:2.78e-03, dT:0.0037, rT:0.3680 +24-08-10 22:28:30.800 : ../models/spf_lut_x4_1sam | Iter: 96700, Sample:3094400, GPixel:2.75e-03, dT:0.0036, rT:0.3681 +24-08-10 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| Iter: 97600, Sample:3123200, GPixel:2.75e-03, dT:0.0047, rT:0.3698 +24-08-10 22:35:49.036 : ../models/spf_lut_x4_1sam | Iter: 97700, Sample:3126400, GPixel:2.68e-03, dT:0.0036, rT:0.3670 +24-08-10 22:36:32.596 : ../models/spf_lut_x4_1sam | Iter: 97800, Sample:3129600, GPixel:2.72e-03, dT:0.0037, rT:0.3669 +24-08-10 22:37:16.158 : ../models/spf_lut_x4_1sam | Iter: 97900, Sample:3132800, GPixel:2.71e-03, dT:0.0037, rT:0.3679 +24-08-10 22:37:59.701 : ../models/spf_lut_x4_1sam | Iter: 98000, Sample:3136000, GPixel:2.61e-03, dT:0.0036, rT:0.3668 +24-08-10 22:37:59.749 : Checkpoint saved 98000 +24-08-10 22:38:00.342 : Iter 98000 | Dataset Set5 | AVG Val PSNR: 31.047769 +24-08-10 22:38:03.026 : Iter 98000 | Dataset Set14 | AVG Val PSNR: 27.911897 +24-08-10 22:38:46.572 : ../models/spf_lut_x4_1sam | Iter: 98100, Sample:3139200, GPixel:2.71e-03, dT:0.0039, rT:0.3678 +24-08-10 22:39:30.104 : ../models/spf_lut_x4_1sam | Iter: 98200, Sample:3142400, GPixel:2.77e-03, dT:0.0035, rT:0.3672 +24-08-10 22:40:13.661 : ../models/spf_lut_x4_1sam | Iter: 98300, Sample:3145600, GPixel:2.75e-03, dT:0.0039, rT:0.3669 +24-08-10 22:40:57.204 : ../models/spf_lut_x4_1sam | Iter: 98400, Sample:3148800, GPixel:2.66e-03, dT:0.0037, rT:0.3680 +24-08-10 22:41:41.250 : ../models/spf_lut_x4_1sam | Iter: 98500, Sample:3152000, GPixel:2.79e-03, dT:0.0044, rT:0.3716 +24-08-10 22:42:26.376 : ../models/spf_lut_x4_1sam | Iter: 98600, Sample:3155200, GPixel:2.81e-03, dT:0.0058, rT:0.3791 +24-08-10 22:43:09.923 : ../models/spf_lut_x4_1sam | Iter: 98700, Sample:3158400, GPixel:2.57e-03, dT:0.0036, rT:0.3678 +24-08-10 22:43:53.503 : ../models/spf_lut_x4_1sam | Iter: 98800, Sample:3161600, GPixel:2.84e-03, dT:0.0037, rT:0.3678 +24-08-10 22:44:37.072 : ../models/spf_lut_x4_1sam | Iter: 98900, Sample:3164800, GPixel:2.71e-03, dT:0.0036, rT:0.3683 +24-08-10 22:45:20.630 : ../models/spf_lut_x4_1sam | Iter: 99000, Sample:3168000, GPixel:2.60e-03, dT:0.0036, rT:0.3681 +24-08-10 22:46:04.181 : 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Sample:3196800, GPixel:2.74e-03, dT:0.0035, rT:0.3679 +24-08-10 22:52:38.330 : ../models/spf_lut_x4_1sam | Iter:100000, Sample:3200000, GPixel:2.78e-03, dT:0.0036, rT:0.3685 +24-08-10 22:52:38.379 : Checkpoint saved 100000 +24-08-10 22:52:38.980 : Iter 100000 | Dataset Set5 | AVG Val PSNR: 31.012896 +24-08-10 22:52:41.687 : Iter 100000 | Dataset Set14 | AVG Val PSNR: 27.901575 +24-08-10 22:53:25.242 : ../models/spf_lut_x4_1sam | Iter:100100, Sample:3203200, GPixel:2.72e-03, dT:0.0038, rT:0.3678 +24-08-10 22:54:08.830 : ../models/spf_lut_x4_1sam | Iter:100200, Sample:3206400, GPixel:2.69e-03, dT:0.0036, rT:0.3679 +24-08-10 22:54:52.361 : ../models/spf_lut_x4_1sam | Iter:100300, Sample:3209600, GPixel:2.64e-03, dT:0.0036, rT:0.3672 +24-08-10 22:55:35.923 : ../models/spf_lut_x4_1sam | Iter:100400, Sample:3212800, GPixel:2.75e-03, dT:0.0038, rT:0.3670 +24-08-10 22:56:19.470 : ../models/spf_lut_x4_1sam | Iter:100500, Sample:3216000, GPixel:2.72e-03, dT:0.0036, rT:0.3673 +24-08-10 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| Iter:101400, Sample:3244800, GPixel:2.74e-03, dT:0.0036, rT:0.3670 +24-08-10 23:03:37.513 : ../models/spf_lut_x4_1sam | Iter:101500, Sample:3248000, GPixel:2.74e-03, dT:0.0036, rT:0.3673 +24-08-10 23:04:21.035 : ../models/spf_lut_x4_1sam | Iter:101600, Sample:3251200, GPixel:2.73e-03, dT:0.0036, rT:0.3661 +24-08-10 23:05:07.060 : ../models/spf_lut_x4_1sam | Iter:101700, Sample:3254400, GPixel:2.80e-03, dT:0.0076, rT:0.3851 +24-08-10 23:05:50.635 : ../models/spf_lut_x4_1sam | Iter:101800, Sample:3257600, GPixel:2.62e-03, dT:0.0038, rT:0.3678 +24-08-10 23:06:34.195 : ../models/spf_lut_x4_1sam | Iter:101900, Sample:3260800, GPixel:2.73e-03, dT:0.0036, rT:0.3684 +24-08-10 23:07:17.740 : ../models/spf_lut_x4_1sam | Iter:102000, Sample:3264000, GPixel:2.66e-03, dT:0.0036, rT:0.3681 +24-08-10 23:07:17.789 : Checkpoint saved 102000 +24-08-10 23:07:18.388 : Iter 102000 | Dataset Set5 | AVG Val PSNR: 31.046904 +24-08-10 23:07:21.092 : Iter 102000 | Dataset Set14 | AVG Val PSNR: 27.915827 +24-08-10 23:08:04.638 : ../models/spf_lut_x4_1sam | Iter:102100, Sample:3267200, GPixel:2.68e-03, dT:0.0038, rT:0.3679 +24-08-10 23:08:48.229 : ../models/spf_lut_x4_1sam | Iter:102200, Sample:3270400, GPixel:2.75e-03, dT:0.0039, rT:0.3677 +24-08-10 23:09:31.772 : ../models/spf_lut_x4_1sam | Iter:102300, Sample:3273600, GPixel:2.70e-03, dT:0.0036, rT:0.3682 +24-08-10 23:10:15.332 : ../models/spf_lut_x4_1sam | Iter:102400, Sample:3276800, GPixel:2.67e-03, dT:0.0038, rT:0.3675 +24-08-10 23:10:58.975 : ../models/spf_lut_x4_1sam | Iter:102500, Sample:3280000, GPixel:2.70e-03, dT:0.0045, rT:0.3690 +24-08-10 23:11:42.580 : ../models/spf_lut_x4_1sam | Iter:102600, Sample:3283200, GPixel:2.70e-03, dT:0.0041, rT:0.3683 +24-08-10 23:12:27.827 : ../models/spf_lut_x4_1sam | Iter:102700, Sample:3286400, GPixel:2.82e-03, dT:0.0061, rT:0.3815 +24-08-10 23:13:12.111 : ../models/spf_lut_x4_1sam | Iter:102800, Sample:3289600, GPixel:2.68e-03, dT:0.0045, rT:0.3732 +24-08-10 23:13:55.657 : ../models/spf_lut_x4_1sam | Iter:102900, Sample:3292800, GPixel:2.65e-03, dT:0.0036, rT:0.3684 +24-08-10 23:14:39.257 : ../models/spf_lut_x4_1sam | Iter:103000, Sample:3296000, GPixel:2.80e-03, dT:0.0040, rT:0.3678 +24-08-10 23:15:22.807 : ../models/spf_lut_x4_1sam | Iter:103100, Sample:3299200, GPixel:2.75e-03, dT:0.0036, rT:0.3683 +24-08-10 23:16:06.406 : ../models/spf_lut_x4_1sam | Iter:103200, Sample:3302400, GPixel:2.68e-03, dT:0.0039, rT:0.3682 +24-08-10 23:16:49.950 : ../models/spf_lut_x4_1sam | Iter:103300, Sample:3305600, GPixel:2.70e-03, dT:0.0039, rT:0.3681 +24-08-10 23:17:33.489 : ../models/spf_lut_x4_1sam | Iter:103400, Sample:3308800, GPixel:2.69e-03, dT:0.0037, rT:0.3680 +24-08-10 23:18:16.994 : ../models/spf_lut_x4_1sam | Iter:103500, Sample:3312000, GPixel:2.72e-03, dT:0.0035, rT:0.3669 +24-08-10 23:19:00.555 : ../models/spf_lut_x4_1sam | Iter:103600, Sample:3315200, GPixel:2.74e-03, dT:0.0038, rT:0.3677 +24-08-10 23:19:44.227 : ../models/spf_lut_x4_1sam | Iter:103700, Sample:3318400, GPixel:2.66e-03, dT:0.0040, rT:0.3684 +24-08-10 23:20:30.203 : ../models/spf_lut_x4_1sam | Iter:103800, Sample:3321600, GPixel:2.74e-03, dT:0.0076, rT:0.3860 +24-08-10 23:21:13.800 : ../models/spf_lut_x4_1sam | Iter:103900, Sample:3324800, GPixel:2.79e-03, dT:0.0039, rT:0.3678 +24-08-10 23:21:57.409 : ../models/spf_lut_x4_1sam | Iter:104000, Sample:3328000, GPixel:2.68e-03, dT:0.0040, rT:0.3678 +24-08-10 23:21:57.458 : Checkpoint saved 104000 +24-08-10 23:21:58.057 : Iter 104000 | Dataset Set5 | AVG Val PSNR: 31.051711 +24-08-10 23:22:00.767 : Iter 104000 | Dataset Set14 | AVG Val PSNR: 27.919416 +24-08-10 23:22:44.311 : ../models/spf_lut_x4_1sam | Iter:104100, Sample:3331200, GPixel:2.70e-03, dT:0.0035, rT:0.3672 +24-08-10 23:23:27.928 : ../models/spf_lut_x4_1sam | Iter:104200, Sample:3334400, GPixel:2.71e-03, dT:0.0039, rT:0.3681 +24-08-10 23:24:11.505 : ../models/spf_lut_x4_1sam | Iter:104300, Sample:3337600, GPixel:2.77e-03, dT:0.0037, rT:0.3680 +24-08-10 23:24:55.093 : ../models/spf_lut_x4_1sam | Iter:104400, Sample:3340800, GPixel:2.65e-03, dT:0.0038, rT:0.3679 +24-08-10 23:25:38.651 : ../models/spf_lut_x4_1sam | Iter:104500, Sample:3344000, GPixel:2.73e-03, dT:0.0037, rT:0.3682 +24-08-10 23:26:22.199 : ../models/spf_lut_x4_1sam | Iter:104600, Sample:3347200, GPixel:2.79e-03, dT:0.0036, rT:0.3680 +24-08-10 23:27:05.834 : ../models/spf_lut_x4_1sam | Iter:104700, Sample:3350400, GPixel:2.69e-03, dT:0.0040, rT:0.3685 +24-08-10 23:27:51.831 : ../models/spf_lut_x4_1sam | Iter:104800, Sample:3353600, GPixel:2.73e-03, dT:0.0063, rT:0.3883 +24-08-10 23:28:35.460 : ../models/spf_lut_x4_1sam | Iter:104900, Sample:3356800, GPixel:2.63e-03, dT:0.0038, rT:0.3657 +24-08-10 23:29:19.028 : ../models/spf_lut_x4_1sam | Iter:105000, Sample:3360000, GPixel:2.73e-03, dT:0.0036, rT:0.3662 +24-08-10 23:30:02.582 : ../models/spf_lut_x4_1sam | Iter:105100, Sample:3363200, GPixel:2.66e-03, dT:0.0036, rT:0.3683 +24-08-10 23:30:46.128 : ../models/spf_lut_x4_1sam | Iter:105200, Sample:3366400, GPixel:2.63e-03, dT:0.0035, rT:0.3683 +24-08-10 23:31:29.729 : ../models/spf_lut_x4_1sam | Iter:105300, Sample:3369600, GPixel:2.67e-03, dT:0.0040, rT:0.3683 +24-08-10 23:32:13.302 : ../models/spf_lut_x4_1sam | Iter:105400, Sample:3372800, GPixel:2.69e-03, dT:0.0037, rT:0.3664 +24-08-10 23:32:56.876 : ../models/spf_lut_x4_1sam | Iter:105500, Sample:3376000, GPixel:2.65e-03, dT:0.0037, rT:0.3678 +24-08-10 23:33:40.441 : ../models/spf_lut_x4_1sam | Iter:105600, Sample:3379200, GPixel:2.81e-03, dT:0.0036, rT:0.3679 +24-08-10 23:34:23.995 : ../models/spf_lut_x4_1sam | Iter:105700, Sample:3382400, GPixel:2.64e-03, dT:0.0036, rT:0.3681 +24-08-10 23:35:08.310 : ../models/spf_lut_x4_1sam | Iter:105800, Sample:3385600, GPixel:2.75e-03, dT:0.0050, rT:0.3728 +24-08-10 23:35:53.759 : ../models/spf_lut_x4_1sam | Iter:105900, Sample:3388800, GPixel:2.74e-03, dT:0.0067, rT:0.3823 +24-08-10 23:36:37.330 : ../models/spf_lut_x4_1sam | Iter:106000, Sample:3392000, GPixel:2.68e-03, dT:0.0036, rT:0.3680 +24-08-10 23:36:37.379 : Checkpoint saved 106000 +24-08-10 23:36:37.973 : Iter 106000 | Dataset Set5 | AVG Val PSNR: 31.074134 +24-08-10 23:36:40.664 : Iter 106000 | Dataset Set14 | AVG Val PSNR: 27.943401 +24-08-10 23:37:24.224 : ../models/spf_lut_x4_1sam | Iter:106100, Sample:3395200, GPixel:2.63e-03, dT:0.0035, rT:0.3677 +24-08-10 23:38:07.784 : ../models/spf_lut_x4_1sam | Iter:106200, Sample:3398400, GPixel:2.71e-03, dT:0.0035, rT:0.3679 +24-08-10 23:38:51.347 : ../models/spf_lut_x4_1sam | Iter:106300, Sample:3401600, GPixel:2.75e-03, dT:0.0036, rT:0.3663 +24-08-10 23:39:34.897 : ../models/spf_lut_x4_1sam | Iter:106400, Sample:3404800, GPixel:2.66e-03, dT:0.0036, rT:0.3658 +24-08-10 23:40:18.466 : ../models/spf_lut_x4_1sam | Iter:106500, Sample:3408000, GPixel:2.75e-03, dT:0.0036, rT:0.3681 +24-08-10 23:41:02.023 : ../models/spf_lut_x4_1sam | Iter:106600, Sample:3411200, GPixel:2.62e-03, dT:0.0036, rT:0.3676 +24-08-10 23:41:45.618 : ../models/spf_lut_x4_1sam | Iter:106700, Sample:3414400, GPixel:2.71e-03, dT:0.0037, rT:0.3683 +24-08-10 23:42:29.184 : ../models/spf_lut_x4_1sam | Iter:106800, Sample:3417600, GPixel:2.79e-03, dT:0.0036, rT:0.3682 +24-08-10 23:43:14.718 : ../models/spf_lut_x4_1sam | Iter:106900, Sample:3420800, GPixel:2.87e-03, dT:0.0069, rT:0.3833 +24-08-10 23:43:58.296 : ../models/spf_lut_x4_1sam | Iter:107000, Sample:3424000, GPixel:2.68e-03, dT:0.0037, rT:0.3672 +24-08-10 23:44:41.827 : ../models/spf_lut_x4_1sam | Iter:107100, Sample:3427200, GPixel:2.69e-03, dT:0.0035, rT:0.3661 +24-08-10 23:45:25.354 : ../models/spf_lut_x4_1sam | Iter:107200, Sample:3430400, GPixel:2.70e-03, dT:0.0034, rT:0.3644 +24-08-10 23:46:08.893 : ../models/spf_lut_x4_1sam | Iter:107300, Sample:3433600, GPixel:2.61e-03, dT:0.0035, rT:0.3644 +24-08-10 23:46:52.463 : ../models/spf_lut_x4_1sam | Iter:107400, Sample:3436800, GPixel:2.77e-03, dT:0.0037, rT:0.3668 +24-08-10 23:47:36.013 : ../models/spf_lut_x4_1sam | Iter:107500, Sample:3440000, GPixel:2.61e-03, dT:0.0035, rT:0.3654 +24-08-10 23:48:19.581 : ../models/spf_lut_x4_1sam | Iter:107600, Sample:3443200, GPixel:2.74e-03, dT:0.0036, rT:0.3665 +24-08-10 23:49:03.166 : ../models/spf_lut_x4_1sam | Iter:107700, Sample:3446400, GPixel:2.71e-03, dT:0.0035, rT:0.3683 +24-08-10 23:49:46.718 : ../models/spf_lut_x4_1sam | Iter:107800, Sample:3449600, GPixel:2.76e-03, dT:0.0036, rT:0.3677 +24-08-10 23:50:31.235 : ../models/spf_lut_x4_1sam | Iter:107900, Sample:3452800, GPixel:2.74e-03, dT:0.0063, rT:0.3750 +24-08-10 23:51:16.529 : ../models/spf_lut_x4_1sam | Iter:108000, Sample:3456000, GPixel:2.58e-03, dT:0.0056, rT:0.3810 +24-08-10 23:51:16.578 : Checkpoint saved 108000 +24-08-10 23:51:17.177 : Iter 108000 | Dataset Set5 | AVG Val PSNR: 31.025944 +24-08-10 23:51:19.904 : Iter 108000 | Dataset Set14 | AVG Val PSNR: 27.903158 +24-08-10 23:52:03.480 : ../models/spf_lut_x4_1sam | Iter:108100, Sample:3459200, GPixel:2.69e-03, dT:0.0037, rT:0.3674 +24-08-10 23:52:47.041 : ../models/spf_lut_x4_1sam | Iter:108200, Sample:3462400, GPixel:2.66e-03, dT:0.0036, rT:0.3669 +24-08-10 23:53:30.632 : ../models/spf_lut_x4_1sam | Iter:108300, Sample:3465600, GPixel:2.75e-03, dT:0.0037, rT:0.3677 +24-08-10 23:54:14.189 : ../models/spf_lut_x4_1sam | Iter:108400, Sample:3468800, GPixel:2.66e-03, dT:0.0036, rT:0.3682 +24-08-10 23:54:57.760 : ../models/spf_lut_x4_1sam | Iter:108500, Sample:3472000, GPixel:2.71e-03, dT:0.0035, rT:0.3685 +24-08-10 23:55:41.312 : ../models/spf_lut_x4_1sam | Iter:108600, Sample:3475200, GPixel:2.70e-03, dT:0.0035, rT:0.3679 +24-08-10 23:56:24.882 : ../models/spf_lut_x4_1sam | Iter:108700, Sample:3478400, GPixel:2.69e-03, dT:0.0036, rT:0.3680 +24-08-10 23:57:08.415 : ../models/spf_lut_x4_1sam | Iter:108800, Sample:3481600, GPixel:2.77e-03, dT:0.0035, rT:0.3683 +24-08-10 23:57:51.954 : ../models/spf_lut_x4_1sam | Iter:108900, Sample:3484800, GPixel:2.59e-03, dT:0.0036, rT:0.3680 +24-08-10 23:58:38.002 : ../models/spf_lut_x4_1sam | Iter:109000, Sample:3488000, GPixel:2.73e-03, dT:0.0077, rT:0.3866 +24-08-10 23:59:21.561 : ../models/spf_lut_x4_1sam | Iter:109100, Sample:3491200, GPixel:2.85e-03, dT:0.0036, rT:0.3679 +24-08-11 00:00:05.144 : ../models/spf_lut_x4_1sam | Iter:109200, Sample:3494400, GPixel:2.78e-03, dT:0.0036, rT:0.3679 +24-08-11 00:00:48.728 : ../models/spf_lut_x4_1sam | Iter:109300, Sample:3497600, GPixel:2.65e-03, dT:0.0038, rT:0.3681 +24-08-11 00:01:32.288 : ../models/spf_lut_x4_1sam | Iter:109400, Sample:3500800, GPixel:2.79e-03, dT:0.0035, rT:0.3683 +24-08-11 00:02:15.857 : ../models/spf_lut_x4_1sam | Iter:109500, Sample:3504000, GPixel:2.70e-03, dT:0.0036, rT:0.3681 +24-08-11 00:02:59.418 : ../models/spf_lut_x4_1sam | Iter:109600, Sample:3507200, GPixel:2.61e-03, dT:0.0036, rT:0.3680 +24-08-11 00:03:43.010 : ../models/spf_lut_x4_1sam | Iter:109700, Sample:3510400, GPixel:2.76e-03, dT:0.0036, rT:0.3682 +24-08-11 00:04:26.620 : ../models/spf_lut_x4_1sam | Iter:109800, Sample:3513600, GPixel:2.78e-03, dT:0.0038, rT:0.3685 +24-08-11 00:05:10.164 : ../models/spf_lut_x4_1sam | Iter:109900, Sample:3516800, GPixel:2.70e-03, dT:0.0035, rT:0.3681 +24-08-11 00:05:55.345 : ../models/spf_lut_x4_1sam | Iter:110000, Sample:3520000, GPixel:2.67e-03, dT:0.0070, rT:0.3799 +24-08-11 00:05:55.493 : Checkpoint saved 110000 +24-08-11 00:05:56.300 : Iter 110000 | Dataset Set5 | AVG Val PSNR: 31.060848 +24-08-11 00:06:00.542 : Iter 110000 | Dataset Set14 | AVG Val PSNR: 27.929899 +24-08-11 00:06:44.359 : ../models/spf_lut_x4_1sam | Iter:110100, Sample:3523200, GPixel:2.69e-03, dT:0.0045, rT:0.3681 +24-08-11 00:07:27.922 : ../models/spf_lut_x4_1sam | Iter:110200, Sample:3526400, GPixel:2.69e-03, dT:0.0036, rT:0.3683 +24-08-11 00:08:11.507 : ../models/spf_lut_x4_1sam | Iter:110300, Sample:3529600, GPixel:2.83e-03, dT:0.0036, rT:0.3685 +24-08-11 00:08:55.119 : ../models/spf_lut_x4_1sam | Iter:110400, Sample:3532800, GPixel:2.72e-03, dT:0.0037, rT:0.3677 +24-08-11 00:09:38.689 : ../models/spf_lut_x4_1sam | Iter:110500, Sample:3536000, GPixel:2.74e-03, dT:0.0036, rT:0.3684 +24-08-11 00:10:22.251 : ../models/spf_lut_x4_1sam | Iter:110600, Sample:3539200, GPixel:2.68e-03, dT:0.0036, rT:0.3673 +24-08-11 00:11:05.872 : ../models/spf_lut_x4_1sam | Iter:110700, Sample:3542400, GPixel:2.78e-03, dT:0.0041, rT:0.3684 +24-08-11 00:11:49.445 : ../models/spf_lut_x4_1sam | Iter:110800, Sample:3545600, GPixel:2.64e-03, dT:0.0037, rT:0.3682 +24-08-11 00:12:33.006 : ../models/spf_lut_x4_1sam | Iter:110900, Sample:3548800, GPixel:2.79e-03, dT:0.0036, rT:0.3683 +24-08-11 00:13:16.831 : ../models/spf_lut_x4_1sam | Iter:111000, Sample:3552000, GPixel:2.65e-03, dT:0.0038, rT:0.3707 +24-08-11 00:14:02.169 : ../models/spf_lut_x4_1sam | Iter:111100, Sample:3555200, GPixel:2.64e-03, dT:0.0066, rT:0.3803 +24-08-11 00:14:45.759 : ../models/spf_lut_x4_1sam | Iter:111200, Sample:3558400, GPixel:2.65e-03, dT:0.0037, rT:0.3678 +24-08-11 00:15:29.315 : ../models/spf_lut_x4_1sam | Iter:111300, Sample:3561600, GPixel:2.61e-03, dT:0.0036, rT:0.3686 +24-08-11 00:16:12.864 : ../models/spf_lut_x4_1sam | Iter:111400, Sample:3564800, GPixel:2.48e-03, dT:0.0035, rT:0.3685 +24-08-11 00:16:56.462 : ../models/spf_lut_x4_1sam | Iter:111500, Sample:3568000, GPixel:2.80e-03, dT:0.0038, rT:0.3680 +24-08-11 00:17:40.048 : ../models/spf_lut_x4_1sam | Iter:111600, Sample:3571200, GPixel:2.88e-03, dT:0.0038, rT:0.3682 +24-08-11 00:18:23.639 : ../models/spf_lut_x4_1sam | Iter:111700, Sample:3574400, GPixel:2.67e-03, dT:0.0039, rT:0.3678 +24-08-11 00:19:07.189 : ../models/spf_lut_x4_1sam | Iter:111800, Sample:3577600, GPixel:2.68e-03, dT:0.0035, rT:0.3677 +24-08-11 00:19:50.754 : ../models/spf_lut_x4_1sam | Iter:111900, Sample:3580800, GPixel:2.79e-03, dT:0.0036, rT:0.3657 +24-08-11 00:20:34.278 : ../models/spf_lut_x4_1sam | Iter:112000, Sample:3584000, GPixel:2.72e-03, dT:0.0033, rT:0.3667 +24-08-11 00:20:34.332 : Checkpoint saved 112000 +24-08-11 00:20:34.928 : Iter 112000 | Dataset Set5 | AVG Val PSNR: 31.032907 +24-08-11 00:20:37.621 : Iter 112000 | Dataset Set14 | AVG Val PSNR: 27.919472 +24-08-11 00:21:23.581 : ../models/spf_lut_x4_1sam | Iter:112100, Sample:3587200, GPixel:2.70e-03, dT:0.0060, rT:0.3882 +24-08-11 00:22:07.268 : ../models/spf_lut_x4_1sam | Iter:112200, Sample:3590400, GPixel:2.88e-03, dT:0.0038, rT:0.3672 +24-08-11 00:22:50.868 : ../models/spf_lut_x4_1sam | Iter:112300, Sample:3593600, GPixel:2.69e-03, dT:0.0038, rT:0.3684 +24-08-11 00:23:34.516 : ../models/spf_lut_x4_1sam | Iter:112400, Sample:3596800, GPixel:2.62e-03, dT:0.0043, rT:0.3680 +24-08-11 00:24:18.090 : ../models/spf_lut_x4_1sam | Iter:112500, Sample:3600000, GPixel:2.66e-03, dT:0.0037, rT:0.3672 +24-08-11 00:25:01.669 : ../models/spf_lut_x4_1sam | Iter:112600, Sample:3603200, GPixel:2.68e-03, dT:0.0039, rT:0.3681 +24-08-11 00:25:45.239 : ../models/spf_lut_x4_1sam | Iter:112700, Sample:3606400, GPixel:2.67e-03, dT:0.0037, rT:0.3680 +24-08-11 00:26:28.802 : ../models/spf_lut_x4_1sam | Iter:112800, Sample:3609600, GPixel:2.67e-03, dT:0.0035, rT:0.3668 +24-08-11 00:27:12.340 : ../models/spf_lut_x4_1sam | Iter:112900, Sample:3612800, GPixel:2.78e-03, dT:0.0036, rT:0.3681 +24-08-11 00:27:55.895 : ../models/spf_lut_x4_1sam | Iter:113000, Sample:3616000, GPixel:2.83e-03, dT:0.0036, rT:0.3677 +24-08-11 00:28:40.395 : ../models/spf_lut_x4_1sam | Iter:113100, Sample:3619200, GPixel:2.78e-03, dT:0.0048, rT:0.3753 +24-08-11 00:29:25.674 : ../models/spf_lut_x4_1sam | Iter:113200, Sample:3622400, GPixel:2.59e-03, dT:0.0056, rT:0.3813 +24-08-11 00:30:09.221 : ../models/spf_lut_x4_1sam | Iter:113300, Sample:3625600, GPixel:2.61e-03, dT:0.0035, rT:0.3678 +24-08-11 00:30:52.804 : ../models/spf_lut_x4_1sam | Iter:113400, Sample:3628800, GPixel:2.68e-03, dT:0.0037, rT:0.3684 +24-08-11 00:31:36.372 : ../models/spf_lut_x4_1sam | Iter:113500, Sample:3632000, GPixel:2.64e-03, dT:0.0037, rT:0.3681 +24-08-11 00:32:19.935 : ../models/spf_lut_x4_1sam | Iter:113600, Sample:3635200, GPixel:2.73e-03, dT:0.0035, rT:0.3673 +24-08-11 00:33:03.497 : ../models/spf_lut_x4_1sam | Iter:113700, Sample:3638400, GPixel:2.72e-03, dT:0.0036, rT:0.3676 +24-08-11 00:33:47.085 : ../models/spf_lut_x4_1sam | Iter:113800, Sample:3641600, GPixel:2.70e-03, dT:0.0037, rT:0.3679 +24-08-11 00:34:30.665 : ../models/spf_lut_x4_1sam | Iter:113900, Sample:3644800, GPixel:2.75e-03, dT:0.0037, rT:0.3682 +24-08-11 00:35:14.278 : ../models/spf_lut_x4_1sam | Iter:114000, Sample:3648000, GPixel:2.78e-03, dT:0.0039, rT:0.3677 +24-08-11 00:35:14.327 : Checkpoint saved 114000 +24-08-11 00:35:14.928 : Iter 114000 | Dataset Set5 | AVG Val PSNR: 31.049705 +24-08-11 00:35:17.645 : Iter 114000 | Dataset Set14 | AVG Val PSNR: 27.940368 +24-08-11 00:36:01.189 : ../models/spf_lut_x4_1sam | Iter:114100, Sample:3651200, GPixel:2.74e-03, dT:0.0036, rT:0.3682 +24-08-11 00:36:47.198 : ../models/spf_lut_x4_1sam | Iter:114200, Sample:3654400, GPixel:2.75e-03, dT:0.0071, rT:0.3878 +24-08-11 00:37:30.833 : ../models/spf_lut_x4_1sam | Iter:114300, Sample:3657600, GPixel:2.59e-03, dT:0.0040, rT:0.3673 +24-08-11 00:38:14.391 : ../models/spf_lut_x4_1sam | Iter:114400, Sample:3660800, GPixel:2.83e-03, dT:0.0036, rT:0.3684 +24-08-11 00:38:57.951 : ../models/spf_lut_x4_1sam | Iter:114500, Sample:3664000, GPixel:2.69e-03, dT:0.0036, rT:0.3680 +24-08-11 00:39:41.550 : ../models/spf_lut_x4_1sam | Iter:114600, Sample:3667200, GPixel:2.74e-03, dT:0.0039, rT:0.3660 +24-08-11 00:40:25.138 : ../models/spf_lut_x4_1sam | Iter:114700, Sample:3670400, GPixel:2.63e-03, dT:0.0037, rT:0.3683 +24-08-11 00:41:08.712 : ../models/spf_lut_x4_1sam | Iter:114800, Sample:3673600, GPixel:2.54e-03, dT:0.0036, rT:0.3664 +24-08-11 00:41:52.267 : ../models/spf_lut_x4_1sam | Iter:114900, Sample:3676800, GPixel:2.70e-03, dT:0.0036, rT:0.3660 +24-08-11 00:42:35.910 : ../models/spf_lut_x4_1sam | Iter:115000, Sample:3680000, GPixel:2.67e-03, dT:0.0042, rT:0.3683 +24-08-11 00:43:19.555 : ../models/spf_lut_x4_1sam | Iter:115100, Sample:3683200, GPixel:2.65e-03, dT:0.0040, rT:0.3684 +24-08-11 00:44:04.620 : ../models/spf_lut_x4_1sam | Iter:115200, Sample:3686400, GPixel:2.77e-03, dT:0.0051, rT:0.3791 +24-08-11 00:44:49.806 : ../models/spf_lut_x4_1sam | Iter:115300, Sample:3689600, GPixel:2.78e-03, dT:0.0062, rT:0.3790 +24-08-11 00:45:33.380 : ../models/spf_lut_x4_1sam | Iter:115400, Sample:3692800, GPixel:2.65e-03, dT:0.0037, rT:0.3684 +24-08-11 00:46:16.963 : ../models/spf_lut_x4_1sam | Iter:115500, Sample:3696000, GPixel:2.75e-03, dT:0.0036, rT:0.3669 +24-08-11 00:47:00.580 : ../models/spf_lut_x4_1sam | Iter:115600, Sample:3699200, GPixel:2.66e-03, dT:0.0036, rT:0.3687 +24-08-11 00:47:44.154 : ../models/spf_lut_x4_1sam | Iter:115700, Sample:3702400, GPixel:2.66e-03, dT:0.0037, rT:0.3677 +24-08-11 00:48:27.713 : ../models/spf_lut_x4_1sam | Iter:115800, Sample:3705600, GPixel:2.56e-03, dT:0.0035, rT:0.3679 +24-08-11 00:49:11.298 : ../models/spf_lut_x4_1sam | Iter:115900, Sample:3708800, GPixel:2.71e-03, dT:0.0037, rT:0.3684 +24-08-11 00:49:54.875 : ../models/spf_lut_x4_1sam | Iter:116000, Sample:3712000, GPixel:2.68e-03, dT:0.0038, rT:0.3681 +24-08-11 00:49:54.924 : Checkpoint saved 116000 +24-08-11 00:49:55.488 : Iter 116000 | Dataset Set5 | AVG Val PSNR: 31.036438 +24-08-11 00:49:58.141 : Iter 116000 | Dataset Set14 | AVG Val PSNR: 27.922569 +24-08-11 00:50:41.739 : ../models/spf_lut_x4_1sam | Iter:116100, Sample:3715200, GPixel:2.74e-03, dT:0.0039, rT:0.3680 +24-08-11 00:51:25.338 : ../models/spf_lut_x4_1sam | Iter:116200, Sample:3718400, GPixel:2.81e-03, dT:0.0037, rT:0.3681 +24-08-11 00:52:11.563 : ../models/spf_lut_x4_1sam | Iter:116300, Sample:3721600, GPixel:2.74e-03, dT:0.0077, rT:0.3874 +24-08-11 00:52:55.219 : ../models/spf_lut_x4_1sam | Iter:116400, Sample:3724800, GPixel:2.81e-03, dT:0.0040, rT:0.3682 +24-08-11 00:53:38.782 : ../models/spf_lut_x4_1sam | Iter:116500, Sample:3728000, GPixel:2.79e-03, dT:0.0036, rT:0.3679 +24-08-11 00:54:22.382 : ../models/spf_lut_x4_1sam | Iter:116600, Sample:3731200, GPixel:2.56e-03, dT:0.0038, rT:0.3669 +24-08-11 00:55:05.946 : ../models/spf_lut_x4_1sam | Iter:116700, Sample:3734400, GPixel:2.66e-03, dT:0.0035, rT:0.3680 +24-08-11 00:55:49.519 : ../models/spf_lut_x4_1sam | Iter:116800, Sample:3737600, GPixel:2.77e-03, dT:0.0036, rT:0.3679 +24-08-11 00:56:33.129 : ../models/spf_lut_x4_1sam | Iter:116900, Sample:3740800, GPixel:2.71e-03, dT:0.0038, rT:0.3687 +24-08-11 00:57:16.745 : ../models/spf_lut_x4_1sam | Iter:117000, Sample:3744000, GPixel:2.72e-03, dT:0.0040, rT:0.3682 +24-08-11 00:58:00.284 : ../models/spf_lut_x4_1sam | Iter:117100, Sample:3747200, GPixel:2.84e-03, dT:0.0035, rT:0.3674 +24-08-11 00:58:43.871 : ../models/spf_lut_x4_1sam | Iter:117200, Sample:3750400, GPixel:2.77e-03, dT:0.0034, rT:0.3661 +24-08-11 00:59:29.585 : ../models/spf_lut_x4_1sam | Iter:117300, Sample:3753600, GPixel:2.79e-03, dT:0.0058, rT:0.3851 +24-08-11 01:00:13.649 : ../models/spf_lut_x4_1sam | Iter:117400, Sample:3756800, GPixel:2.66e-03, dT:0.0050, rT:0.3690 +24-08-11 01:00:57.228 : ../models/spf_lut_x4_1sam | Iter:117500, Sample:3760000, GPixel:2.61e-03, dT:0.0038, rT:0.3677 +24-08-11 01:01:40.783 : ../models/spf_lut_x4_1sam | Iter:117600, Sample:3763200, GPixel:2.68e-03, dT:0.0035, rT:0.3679 +24-08-11 01:02:24.345 : ../models/spf_lut_x4_1sam | Iter:117700, Sample:3766400, GPixel:2.69e-03, dT:0.0035, rT:0.3683 +24-08-11 01:03:07.918 : ../models/spf_lut_x4_1sam | Iter:117800, Sample:3769600, GPixel:2.67e-03, dT:0.0036, rT:0.3661 +24-08-11 01:03:51.499 : ../models/spf_lut_x4_1sam | Iter:117900, Sample:3772800, GPixel:2.71e-03, dT:0.0038, rT:0.3672 +24-08-11 01:04:35.063 : ../models/spf_lut_x4_1sam | Iter:118000, Sample:3776000, GPixel:2.82e-03, dT:0.0036, rT:0.3680 +24-08-11 01:04:35.113 : Checkpoint saved 118000 +24-08-11 01:04:35.718 : Iter 118000 | Dataset Set5 | AVG Val PSNR: 31.040137 +24-08-11 01:04:38.530 : Iter 118000 | Dataset Set14 | AVG Val PSNR: 27.917346 +24-08-11 01:05:22.082 : ../models/spf_lut_x4_1sam | Iter:118100, Sample:3779200, GPixel:2.78e-03, dT:0.0037, rT:0.3680 +24-08-11 01:06:05.626 : ../models/spf_lut_x4_1sam | Iter:118200, Sample:3782400, GPixel:2.67e-03, dT:0.0036, rT:0.3673 +24-08-11 01:06:49.659 : ../models/spf_lut_x4_1sam | Iter:118300, Sample:3785600, GPixel:2.67e-03, dT:0.0038, rT:0.3707 +24-08-11 01:07:35.538 : ../models/spf_lut_x4_1sam | Iter:118400, Sample:3788800, GPixel:2.71e-03, dT:0.0076, rT:0.3849 +24-08-11 01:08:19.124 : ../models/spf_lut_x4_1sam | Iter:118500, Sample:3792000, GPixel:2.60e-03, dT:0.0037, rT:0.3682 +24-08-11 01:09:02.709 : ../models/spf_lut_x4_1sam | Iter:118600, Sample:3795200, GPixel:2.80e-03, dT:0.0036, rT:0.3681 +24-08-11 01:09:46.295 : ../models/spf_lut_x4_1sam | Iter:118700, Sample:3798400, GPixel:2.63e-03, dT:0.0037, rT:0.3683 +24-08-11 01:10:29.847 : ../models/spf_lut_x4_1sam | Iter:118800, Sample:3801600, GPixel:2.73e-03, dT:0.0034, rT:0.3681 +24-08-11 01:11:13.418 : ../models/spf_lut_x4_1sam | Iter:118900, Sample:3804800, GPixel:2.63e-03, dT:0.0037, rT:0.3675 +24-08-11 01:11:56.996 : ../models/spf_lut_x4_1sam | Iter:119000, Sample:3808000, GPixel:2.76e-03, dT:0.0036, rT:0.3686 +24-08-11 01:12:40.566 : ../models/spf_lut_x4_1sam | Iter:119100, Sample:3811200, GPixel:2.81e-03, dT:0.0037, rT:0.3677 +24-08-11 01:13:24.118 : ../models/spf_lut_x4_1sam | Iter:119200, Sample:3814400, GPixel:2.73e-03, dT:0.0037, rT:0.3675 +24-08-11 01:14:07.675 : ../models/spf_lut_x4_1sam | Iter:119300, Sample:3817600, GPixel:2.62e-03, dT:0.0036, rT:0.3679 +24-08-11 01:14:53.367 : ../models/spf_lut_x4_1sam | Iter:119400, Sample:3820800, GPixel:2.59e-03, dT:0.0062, rT:0.3861 +24-08-11 01:15:37.077 : ../models/spf_lut_x4_1sam | Iter:119500, Sample:3824000, GPixel:2.64e-03, dT:0.0038, rT:0.3683 +24-08-11 01:16:20.628 : ../models/spf_lut_x4_1sam | Iter:119600, Sample:3827200, GPixel:2.81e-03, dT:0.0035, rT:0.3678 +24-08-11 01:17:04.176 : ../models/spf_lut_x4_1sam | Iter:119700, Sample:3830400, GPixel:2.81e-03, dT:0.0035, rT:0.3677 +24-08-11 01:17:47.747 : ../models/spf_lut_x4_1sam | Iter:119800, Sample:3833600, GPixel:2.58e-03, dT:0.0037, rT:0.3682 +24-08-11 01:18:31.325 : ../models/spf_lut_x4_1sam | Iter:119900, Sample:3836800, GPixel:2.64e-03, dT:0.0037, rT:0.3682 +24-08-11 01:19:14.893 : ../models/spf_lut_x4_1sam | Iter:120000, Sample:3840000, GPixel:2.77e-03, dT:0.0035, rT:0.3673 +24-08-11 01:19:14.941 : Checkpoint saved 120000 +24-08-11 01:19:15.576 : Iter 120000 | Dataset Set5 | AVG Val PSNR: 31.071811 +24-08-11 01:19:18.286 : Iter 120000 | Dataset Set14 | AVG Val PSNR: 27.927318 +24-08-11 01:20:01.810 : ../models/spf_lut_x4_1sam | Iter:120100, Sample:3843200, GPixel:2.68e-03, dT:0.0036, rT:0.3655 +24-08-11 01:20:45.374 : ../models/spf_lut_x4_1sam | Iter:120200, Sample:3846400, GPixel:2.78e-03, dT:0.0037, rT:0.3682 +24-08-11 01:21:28.910 : ../models/spf_lut_x4_1sam | Iter:120300, Sample:3849600, GPixel:2.62e-03, dT:0.0035, rT:0.3678 +24-08-11 01:22:13.213 : ../models/spf_lut_x4_1sam | Iter:120400, Sample:3852800, GPixel:2.70e-03, dT:0.0049, rT:0.3725 +24-08-11 01:22:58.364 : ../models/spf_lut_x4_1sam | Iter:120500, Sample:3856000, GPixel:2.72e-03, dT:0.0060, rT:0.3798 +24-08-11 01:23:41.934 : ../models/spf_lut_x4_1sam | Iter:120600, Sample:3859200, GPixel:2.82e-03, dT:0.0036, rT:0.3676 +24-08-11 01:24:25.487 : ../models/spf_lut_x4_1sam | Iter:120700, Sample:3862400, GPixel:2.65e-03, dT:0.0035, rT:0.3674 +24-08-11 01:25:09.092 : ../models/spf_lut_x4_1sam | Iter:120800, Sample:3865600, GPixel:2.83e-03, dT:0.0037, rT:0.3682 +24-08-11 01:25:52.699 : ../models/spf_lut_x4_1sam | Iter:120900, Sample:3868800, GPixel:2.66e-03, dT:0.0037, rT:0.3683 +24-08-11 01:26:36.289 : ../models/spf_lut_x4_1sam | Iter:121000, Sample:3872000, GPixel:2.69e-03, dT:0.0037, rT:0.3672 +24-08-11 01:27:19.867 : ../models/spf_lut_x4_1sam | Iter:121100, Sample:3875200, GPixel:2.79e-03, dT:0.0037, rT:0.3680 +24-08-11 01:28:03.420 : ../models/spf_lut_x4_1sam | Iter:121200, Sample:3878400, GPixel:2.66e-03, dT:0.0036, rT:0.3683 +24-08-11 01:28:46.959 : ../models/spf_lut_x4_1sam | Iter:121300, Sample:3881600, GPixel:2.67e-03, dT:0.0036, rT:0.3677 +24-08-11 01:29:30.517 : ../models/spf_lut_x4_1sam | Iter:121400, Sample:3884800, GPixel:2.90e-03, dT:0.0036, rT:0.3682 +24-08-11 01:30:16.147 : ../models/spf_lut_x4_1sam | Iter:121500, Sample:3888000, GPixel:2.72e-03, dT:0.0066, rT:0.3838 +24-08-11 01:30:59.791 : ../models/spf_lut_x4_1sam | Iter:121600, Sample:3891200, GPixel:2.67e-03, dT:0.0041, rT:0.3675 +24-08-11 01:31:43.358 : ../models/spf_lut_x4_1sam | Iter:121700, Sample:3894400, GPixel:2.84e-03, dT:0.0036, rT:0.3677 +24-08-11 01:32:26.932 : ../models/spf_lut_x4_1sam | Iter:121800, Sample:3897600, GPixel:2.65e-03, dT:0.0035, rT:0.3682 +24-08-11 01:33:10.494 : ../models/spf_lut_x4_1sam | Iter:121900, Sample:3900800, GPixel:2.78e-03, dT:0.0036, rT:0.3681 +24-08-11 01:33:54.049 : ../models/spf_lut_x4_1sam | Iter:122000, Sample:3904000, GPixel:2.56e-03, dT:0.0036, rT:0.3682 +24-08-11 01:33:54.097 : Checkpoint saved 122000 +24-08-11 01:33:54.692 : Iter 122000 | Dataset Set5 | AVG Val PSNR: 31.050140 +24-08-11 01:33:57.346 : Iter 122000 | Dataset Set14 | AVG Val PSNR: 27.911380 +24-08-11 01:34:40.907 : ../models/spf_lut_x4_1sam | Iter:122100, Sample:3907200, GPixel:2.71e-03, dT:0.0038, rT:0.3683 +24-08-11 01:35:24.453 : ../models/spf_lut_x4_1sam | Iter:122200, Sample:3910400, GPixel:2.73e-03, dT:0.0035, rT:0.3678 +24-08-11 01:36:08.008 : ../models/spf_lut_x4_1sam | Iter:122300, Sample:3913600, GPixel:2.76e-03, dT:0.0035, rT:0.3684 +24-08-11 01:36:51.593 : ../models/spf_lut_x4_1sam | Iter:122400, Sample:3916800, GPixel:2.76e-03, dT:0.0038, rT:0.3681 +24-08-11 01:37:36.439 : ../models/spf_lut_x4_1sam | Iter:122500, Sample:3920000, GPixel:2.66e-03, dT:0.0058, rT:0.3780 +24-08-11 01:38:21.129 : ../models/spf_lut_x4_1sam | Iter:122600, Sample:3923200, GPixel:2.70e-03, dT:0.0045, rT:0.3755 +24-08-11 01:39:04.674 : ../models/spf_lut_x4_1sam | Iter:122700, Sample:3926400, GPixel:2.64e-03, dT:0.0035, rT:0.3675 +24-08-11 01:39:48.222 : ../models/spf_lut_x4_1sam | Iter:122800, Sample:3929600, GPixel:2.84e-03, dT:0.0036, rT:0.3674 +24-08-11 01:40:31.784 : ../models/spf_lut_x4_1sam | Iter:122900, Sample:3932800, GPixel:2.64e-03, dT:0.0036, rT:0.3683 +24-08-11 01:41:15.318 : ../models/spf_lut_x4_1sam | Iter:123000, Sample:3936000, GPixel:2.83e-03, dT:0.0034, rT:0.3685 +24-08-11 01:41:58.856 : ../models/spf_lut_x4_1sam | Iter:123100, Sample:3939200, GPixel:2.67e-03, dT:0.0035, rT:0.3677 +24-08-11 01:42:42.427 : ../models/spf_lut_x4_1sam | Iter:123200, Sample:3942400, GPixel:2.70e-03, dT:0.0038, rT:0.3678 +24-08-11 01:43:25.971 : ../models/spf_lut_x4_1sam | Iter:123300, Sample:3945600, GPixel:2.66e-03, dT:0.0036, rT:0.3679 +24-08-11 01:44:09.552 : ../models/spf_lut_x4_1sam | Iter:123400, Sample:3948800, GPixel:2.73e-03, dT:0.0035, rT:0.3679 +24-08-11 01:44:53.120 : ../models/spf_lut_x4_1sam | Iter:123500, Sample:3952000, GPixel:2.60e-03, dT:0.0037, rT:0.3681 +24-08-11 01:45:39.620 : ../models/spf_lut_x4_1sam | Iter:123600, Sample:3955200, GPixel:2.72e-03, dT:0.0071, rT:0.3929 +24-08-11 01:46:23.188 : ../models/spf_lut_x4_1sam | Iter:123700, Sample:3958400, GPixel:2.70e-03, dT:0.0037, rT:0.3673 +24-08-11 01:47:06.777 : ../models/spf_lut_x4_1sam | Iter:123800, Sample:3961600, GPixel:2.78e-03, dT:0.0037, rT:0.3682 +24-08-11 01:47:50.338 : ../models/spf_lut_x4_1sam | Iter:123900, Sample:3964800, GPixel:2.70e-03, dT:0.0036, rT:0.3678 +24-08-11 01:48:33.922 : ../models/spf_lut_x4_1sam | Iter:124000, Sample:3968000, GPixel:2.69e-03, dT:0.0036, rT:0.3684 +24-08-11 01:48:33.972 : Checkpoint saved 124000 +24-08-11 01:48:34.570 : Iter 124000 | Dataset Set5 | AVG Val PSNR: 31.051375 +24-08-11 01:48:37.269 : Iter 124000 | Dataset Set14 | AVG Val PSNR: 27.919891 +24-08-11 01:49:20.821 : ../models/spf_lut_x4_1sam | Iter:124100, Sample:3971200, GPixel:2.90e-03, dT:0.0036, rT:0.3677 +24-08-11 01:50:04.379 : ../models/spf_lut_x4_1sam | Iter:124200, Sample:3974400, GPixel:2.58e-03, dT:0.0036, rT:0.3681 +24-08-11 01:50:47.968 : ../models/spf_lut_x4_1sam | Iter:124300, Sample:3977600, GPixel:2.72e-03, dT:0.0039, rT:0.3670 +24-08-11 01:51:31.570 : ../models/spf_lut_x4_1sam | Iter:124400, Sample:3980800, GPixel:2.77e-03, dT:0.0037, rT:0.3683 +24-08-11 01:52:15.157 : ../models/spf_lut_x4_1sam | Iter:124500, Sample:3984000, GPixel:2.64e-03, dT:0.0039, rT:0.3648 +24-08-11 01:53:00.956 : ../models/spf_lut_x4_1sam | Iter:124600, Sample:3987200, GPixel:2.62e-03, dT:0.0079, rT:0.3833 +24-08-11 01:53:44.665 : ../models/spf_lut_x4_1sam | Iter:124700, Sample:3990400, GPixel:2.74e-03, dT:0.0042, rT:0.3671 +24-08-11 01:54:28.238 : ../models/spf_lut_x4_1sam | Iter:124800, Sample:3993600, GPixel:2.63e-03, dT:0.0037, rT:0.3675 +24-08-11 01:55:11.800 : ../models/spf_lut_x4_1sam | Iter:124900, Sample:3996800, GPixel:2.68e-03, dT:0.0036, rT:0.3676 +24-08-11 01:55:55.356 : ../models/spf_lut_x4_1sam | Iter:125000, Sample:4000000, GPixel:2.65e-03, dT:0.0036, rT:0.3674 +24-08-11 01:56:38.914 : ../models/spf_lut_x4_1sam | Iter:125100, Sample:4003200, GPixel:2.74e-03, dT:0.0035, rT:0.3658 +24-08-11 01:57:22.495 : ../models/spf_lut_x4_1sam | Iter:125200, Sample:4006400, GPixel:2.71e-03, dT:0.0037, rT:0.3682 +24-08-11 01:58:06.055 : ../models/spf_lut_x4_1sam | Iter:125300, Sample:4009600, GPixel:2.72e-03, dT:0.0036, rT:0.3683 +24-08-11 01:58:49.595 : ../models/spf_lut_x4_1sam | Iter:125400, Sample:4012800, GPixel:2.78e-03, dT:0.0035, rT:0.3674 +24-08-11 01:59:33.132 : ../models/spf_lut_x4_1sam | Iter:125500, Sample:4016000, GPixel:2.78e-03, dT:0.0035, rT:0.3676 +24-08-11 02:00:16.993 : ../models/spf_lut_x4_1sam | Iter:125600, Sample:4019200, GPixel:2.74e-03, dT:0.0039, rT:0.3707 +24-08-11 02:01:02.765 : ../models/spf_lut_x4_1sam | Iter:125700, Sample:4022400, GPixel:2.72e-03, dT:0.0062, rT:0.3859 +24-08-11 02:01:46.328 : ../models/spf_lut_x4_1sam | Iter:125800, Sample:4025600, GPixel:2.72e-03, dT:0.0036, rT:0.3645 +24-08-11 02:02:29.885 : ../models/spf_lut_x4_1sam | Iter:125900, Sample:4028800, GPixel:2.71e-03, dT:0.0036, rT:0.3679 +24-08-11 02:03:13.440 : ../models/spf_lut_x4_1sam | Iter:126000, Sample:4032000, GPixel:2.61e-03, dT:0.0036, rT:0.3677 +24-08-11 02:03:13.489 : Checkpoint saved 126000 +24-08-11 02:03:14.084 : Iter 126000 | Dataset Set5 | AVG Val PSNR: 31.077810 +24-08-11 02:03:16.775 : Iter 126000 | Dataset Set14 | AVG Val PSNR: 27.930027 +24-08-11 02:04:00.303 : ../models/spf_lut_x4_1sam | Iter:126100, Sample:4035200, GPixel:2.62e-03, dT:0.0035, rT:0.3651 +24-08-11 02:04:43.876 : ../models/spf_lut_x4_1sam | Iter:126200, Sample:4038400, GPixel:2.63e-03, dT:0.0038, rT:0.3658 +24-08-11 02:05:27.441 : ../models/spf_lut_x4_1sam | Iter:126300, Sample:4041600, GPixel:2.62e-03, dT:0.0036, rT:0.3684 +24-08-11 02:06:11.045 : ../models/spf_lut_x4_1sam | Iter:126400, Sample:4044800, GPixel:2.58e-03, dT:0.0039, rT:0.3682 +24-08-11 02:06:54.700 : ../models/spf_lut_x4_1sam | Iter:126500, Sample:4048000, GPixel:2.67e-03, dT:0.0043, rT:0.3682 +24-08-11 02:07:38.270 : ../models/spf_lut_x4_1sam | Iter:126600, Sample:4051200, GPixel:2.76e-03, dT:0.0036, rT:0.3682 +24-08-11 02:08:24.087 : ../models/spf_lut_x4_1sam | Iter:126700, Sample:4054400, GPixel:2.72e-03, dT:0.0073, rT:0.3847 +24-08-11 02:09:07.685 : ../models/spf_lut_x4_1sam | Iter:126800, Sample:4057600, GPixel:2.73e-03, dT:0.0037, rT:0.3675 +24-08-11 02:09:51.222 : ../models/spf_lut_x4_1sam | Iter:126900, Sample:4060800, GPixel:2.56e-03, dT:0.0035, rT:0.3679 +24-08-11 02:10:34.814 : ../models/spf_lut_x4_1sam | Iter:127000, Sample:4064000, GPixel:2.71e-03, dT:0.0037, rT:0.3679 +24-08-11 02:11:18.383 : ../models/spf_lut_x4_1sam | Iter:127100, Sample:4067200, GPixel:2.65e-03, dT:0.0038, rT:0.3674 +24-08-11 02:12:01.932 : ../models/spf_lut_x4_1sam | Iter:127200, Sample:4070400, GPixel:2.57e-03, dT:0.0036, rT:0.3675 +24-08-11 02:12:45.491 : ../models/spf_lut_x4_1sam | Iter:127300, Sample:4073600, GPixel:2.68e-03, dT:0.0036, rT:0.3680 +24-08-11 02:13:29.044 : ../models/spf_lut_x4_1sam | Iter:127400, Sample:4076800, GPixel:2.66e-03, dT:0.0036, rT:0.3681 +24-08-11 02:14:12.629 : ../models/spf_lut_x4_1sam | Iter:127500, Sample:4080000, GPixel:2.71e-03, dT:0.0037, rT:0.3674 +24-08-11 02:14:56.174 : ../models/spf_lut_x4_1sam | Iter:127600, Sample:4083200, GPixel:2.74e-03, dT:0.0036, rT:0.3680 +24-08-11 02:15:40.515 : ../models/spf_lut_x4_1sam | Iter:127700, Sample:4086400, GPixel:2.72e-03, dT:0.0052, rT:0.3734 +24-08-11 02:16:25.504 : ../models/spf_lut_x4_1sam | Iter:127800, Sample:4089600, GPixel:2.82e-03, dT:0.0067, rT:0.3775 +24-08-11 02:17:09.056 : ../models/spf_lut_x4_1sam | Iter:127900, Sample:4092800, GPixel:2.68e-03, dT:0.0035, rT:0.3665 +24-08-11 02:17:52.610 : ../models/spf_lut_x4_1sam | Iter:128000, Sample:4096000, GPixel:2.74e-03, dT:0.0035, rT:0.3675 +24-08-11 02:17:52.660 : Checkpoint saved 128000 +24-08-11 02:17:53.257 : Iter 128000 | Dataset Set5 | AVG Val PSNR: 31.060127 +24-08-11 02:17:56.009 : Iter 128000 | Dataset Set14 | AVG Val PSNR: 27.934476 +24-08-11 02:18:39.554 : ../models/spf_lut_x4_1sam | Iter:128100, Sample:4099200, GPixel:2.63e-03, dT:0.0036, rT:0.3669 +24-08-11 02:19:23.109 : ../models/spf_lut_x4_1sam | Iter:128200, Sample:4102400, GPixel:2.76e-03, dT:0.0036, rT:0.3679 +24-08-11 02:20:06.682 : ../models/spf_lut_x4_1sam | Iter:128300, Sample:4105600, GPixel:2.74e-03, dT:0.0038, rT:0.3682 +24-08-11 02:20:50.235 : ../models/spf_lut_x4_1sam | Iter:128400, Sample:4108800, GPixel:2.67e-03, dT:0.0035, rT:0.3680 +24-08-11 02:21:33.784 : ../models/spf_lut_x4_1sam | Iter:128500, Sample:4112000, GPixel:2.76e-03, dT:0.0036, rT:0.3681 +24-08-11 02:22:17.335 : ../models/spf_lut_x4_1sam | Iter:128600, Sample:4115200, GPixel:2.65e-03, dT:0.0035, rT:0.3682 +24-08-11 02:23:00.887 : ../models/spf_lut_x4_1sam | Iter:128700, Sample:4118400, GPixel:2.86e-03, dT:0.0035, rT:0.3674 +24-08-11 02:23:47.112 : ../models/spf_lut_x4_1sam | Iter:128800, Sample:4121600, GPixel:2.66e-03, dT:0.0077, rT:0.3877 +24-08-11 02:24:30.659 : ../models/spf_lut_x4_1sam | Iter:128900, Sample:4124800, GPixel:2.77e-03, dT:0.0035, rT:0.3677 +24-08-11 02:25:14.228 : ../models/spf_lut_x4_1sam | Iter:129000, Sample:4128000, GPixel:2.72e-03, dT:0.0036, rT:0.3682 +24-08-11 02:25:57.816 : ../models/spf_lut_x4_1sam | Iter:129100, Sample:4131200, GPixel:2.62e-03, dT:0.0037, rT:0.3684 +24-08-11 02:26:41.414 : ../models/spf_lut_x4_1sam | Iter:129200, Sample:4134400, GPixel:2.73e-03, dT:0.0038, rT:0.3680 +24-08-11 02:27:24.987 : ../models/spf_lut_x4_1sam | Iter:129300, Sample:4137600, GPixel:2.79e-03, dT:0.0037, rT:0.3682 +24-08-11 02:28:08.549 : ../models/spf_lut_x4_1sam | Iter:129400, Sample:4140800, GPixel:2.77e-03, dT:0.0036, rT:0.3679 +24-08-11 02:28:52.090 : ../models/spf_lut_x4_1sam | Iter:129500, Sample:4144000, GPixel:2.68e-03, dT:0.0036, rT:0.3680 +24-08-11 02:29:35.668 : ../models/spf_lut_x4_1sam | Iter:129600, Sample:4147200, GPixel:2.70e-03, dT:0.0036, rT:0.3676 +24-08-11 02:30:19.227 : ../models/spf_lut_x4_1sam | Iter:129700, Sample:4150400, GPixel:2.68e-03, dT:0.0036, rT:0.3673 +24-08-11 02:31:04.254 : ../models/spf_lut_x4_1sam | Iter:129800, Sample:4153600, GPixel:2.68e-03, dT:0.0062, rT:0.3787 +24-08-11 02:31:48.989 : ../models/spf_lut_x4_1sam | Iter:129900, Sample:4156800, GPixel:2.73e-03, dT:0.0049, rT:0.3767 +24-08-11 02:32:32.563 : ../models/spf_lut_x4_1sam | Iter:130000, Sample:4160000, GPixel:2.77e-03, dT:0.0036, rT:0.3675 +24-08-11 02:32:32.611 : Checkpoint saved 130000 +24-08-11 02:32:33.205 : Iter 130000 | Dataset Set5 | AVG Val PSNR: 31.071156 +24-08-11 02:32:35.844 : Iter 130000 | Dataset Set14 | AVG Val PSNR: 27.917159 +24-08-11 02:33:19.419 : ../models/spf_lut_x4_1sam | Iter:130100, Sample:4163200, GPixel:2.85e-03, dT:0.0036, rT:0.3681 +24-08-11 02:34:02.958 : ../models/spf_lut_x4_1sam | Iter:130200, Sample:4166400, GPixel:2.59e-03, dT:0.0034, rT:0.3672 +24-08-11 02:34:46.497 : ../models/spf_lut_x4_1sam | Iter:130300, Sample:4169600, GPixel:2.77e-03, dT:0.0034, rT:0.3646 +24-08-11 02:35:30.082 : ../models/spf_lut_x4_1sam | Iter:130400, Sample:4172800, GPixel:2.66e-03, dT:0.0039, rT:0.3666 +24-08-11 02:36:13.655 : ../models/spf_lut_x4_1sam | Iter:130500, Sample:4176000, GPixel:2.63e-03, dT:0.0035, rT:0.3685 +24-08-11 02:36:57.231 : ../models/spf_lut_x4_1sam | Iter:130600, Sample:4179200, GPixel:2.79e-03, dT:0.0036, rT:0.3682 +24-08-11 02:37:40.788 : ../models/spf_lut_x4_1sam | Iter:130700, Sample:4182400, GPixel:2.69e-03, dT:0.0036, rT:0.3680 +24-08-11 02:38:24.360 : ../models/spf_lut_x4_1sam | Iter:130800, Sample:4185600, GPixel:2.75e-03, dT:0.0037, rT:0.3682 +24-08-11 02:39:10.396 : ../models/spf_lut_x4_1sam | Iter:130900, Sample:4188800, GPixel:2.65e-03, dT:0.0073, rT:0.3870 +24-08-11 02:39:53.960 : ../models/spf_lut_x4_1sam | Iter:131000, Sample:4192000, GPixel:2.64e-03, dT:0.0037, rT:0.3677 +24-08-11 02:40:37.540 : ../models/spf_lut_x4_1sam | Iter:131100, Sample:4195200, GPixel:2.78e-03, dT:0.0036, rT:0.3685 +24-08-11 02:41:21.131 : ../models/spf_lut_x4_1sam | Iter:131200, Sample:4198400, GPixel:2.65e-03, dT:0.0037, rT:0.3674 +24-08-11 02:42:04.703 : ../models/spf_lut_x4_1sam | Iter:131300, Sample:4201600, GPixel:2.77e-03, dT:0.0037, rT:0.3677 +24-08-11 02:42:48.257 : ../models/spf_lut_x4_1sam | Iter:131400, Sample:4204800, GPixel:2.53e-03, dT:0.0036, rT:0.3670 +24-08-11 02:43:31.807 : ../models/spf_lut_x4_1sam | Iter:131500, Sample:4208000, GPixel:2.79e-03, dT:0.0036, rT:0.3679 +24-08-11 02:44:15.366 : ../models/spf_lut_x4_1sam | Iter:131600, Sample:4211200, GPixel:2.66e-03, dT:0.0035, rT:0.3682 +24-08-11 02:44:58.900 : ../models/spf_lut_x4_1sam | Iter:131700, Sample:4214400, GPixel:2.74e-03, dT:0.0034, rT:0.3674 +24-08-11 02:45:42.474 : ../models/spf_lut_x4_1sam | Iter:131800, Sample:4217600, GPixel:2.75e-03, dT:0.0037, rT:0.3680 +24-08-11 02:46:28.238 : ../models/spf_lut_x4_1sam | Iter:131900, Sample:4220800, GPixel:2.71e-03, dT:0.0068, rT:0.3854 +24-08-11 02:47:12.132 : ../models/spf_lut_x4_1sam | Iter:132000, Sample:4224000, GPixel:2.62e-03, dT:0.0044, rT:0.3690 +24-08-11 02:47:12.180 : Checkpoint saved 132000 +24-08-11 02:47:12.784 : Iter 132000 | Dataset Set5 | AVG Val PSNR: 31.032858 +24-08-11 02:47:15.491 : Iter 132000 | Dataset Set14 | AVG Val PSNR: 27.921143 +24-08-11 02:47:59.041 : ../models/spf_lut_x4_1sam | Iter:132100, Sample:4227200, GPixel:2.79e-03, dT:0.0036, rT:0.3670 +24-08-11 02:48:42.655 : ../models/spf_lut_x4_1sam | Iter:132200, Sample:4230400, GPixel:2.76e-03, dT:0.0039, rT:0.3679 +24-08-11 02:49:26.216 : ../models/spf_lut_x4_1sam | Iter:132300, Sample:4233600, GPixel:2.77e-03, dT:0.0036, rT:0.3667 +24-08-11 02:50:09.760 : ../models/spf_lut_x4_1sam | Iter:132400, Sample:4236800, GPixel:2.76e-03, dT:0.0035, rT:0.3684 +24-08-11 02:50:53.292 : ../models/spf_lut_x4_1sam | Iter:132500, Sample:4240000, GPixel:2.83e-03, dT:0.0035, rT:0.3679 +24-08-11 02:51:36.843 : ../models/spf_lut_x4_1sam | Iter:132600, Sample:4243200, GPixel:2.52e-03, dT:0.0035, rT:0.3681 +24-08-11 02:52:20.402 : ../models/spf_lut_x4_1sam | Iter:132700, Sample:4246400, GPixel:2.71e-03, dT:0.0035, rT:0.3672 +24-08-11 02:53:03.955 : ../models/spf_lut_x4_1sam | Iter:132800, Sample:4249600, GPixel:2.63e-03, dT:0.0036, rT:0.3672 +24-08-11 02:53:47.948 : ../models/spf_lut_x4_1sam | Iter:132900, Sample:4252800, GPixel:2.74e-03, dT:0.0043, rT:0.3716 +24-08-11 02:54:33.607 : ../models/spf_lut_x4_1sam | Iter:133000, Sample:4256000, GPixel:2.71e-03, dT:0.0053, rT:0.3840 +24-08-11 02:55:17.144 : ../models/spf_lut_x4_1sam | Iter:133100, Sample:4259200, GPixel:2.78e-03, dT:0.0035, rT:0.3682 +24-08-11 02:56:00.676 : ../models/spf_lut_x4_1sam | Iter:133200, Sample:4262400, GPixel:2.69e-03, dT:0.0033, rT:0.3680 +24-08-11 02:56:44.186 : ../models/spf_lut_x4_1sam | Iter:133300, Sample:4265600, GPixel:2.63e-03, dT:0.0033, rT:0.3667 +24-08-11 02:57:27.719 : ../models/spf_lut_x4_1sam | Iter:133400, Sample:4268800, GPixel:2.77e-03, dT:0.0035, rT:0.3673 +24-08-11 02:58:11.266 : ../models/spf_lut_x4_1sam | Iter:133500, Sample:4272000, GPixel:2.69e-03, dT:0.0035, rT:0.3681 +24-08-11 02:58:54.855 : ../models/spf_lut_x4_1sam | Iter:133600, Sample:4275200, GPixel:2.82e-03, dT:0.0038, rT:0.3682 +24-08-11 02:59:38.416 : ../models/spf_lut_x4_1sam | Iter:133700, Sample:4278400, GPixel:2.69e-03, dT:0.0037, rT:0.3680 +24-08-11 03:00:21.948 : ../models/spf_lut_x4_1sam | Iter:133800, Sample:4281600, GPixel:2.80e-03, dT:0.0034, rT:0.3672 +24-08-11 03:01:05.533 : ../models/spf_lut_x4_1sam | Iter:133900, Sample:4284800, GPixel:2.68e-03, dT:0.0036, rT:0.3680 +24-08-11 03:01:51.714 : ../models/spf_lut_x4_1sam | Iter:134000, Sample:4288000, GPixel:2.82e-03, dT:0.0073, rT:0.3885 +24-08-11 03:01:51.759 : Checkpoint saved 134000 +24-08-11 03:01:52.369 : Iter 134000 | Dataset Set5 | AVG Val PSNR: 31.025506 +24-08-11 03:01:55.047 : Iter 134000 | Dataset Set14 | AVG Val PSNR: 27.909729 +24-08-11 03:02:38.601 : ../models/spf_lut_x4_1sam | Iter:134100, Sample:4291200, GPixel:2.87e-03, dT:0.0036, rT:0.3672 +24-08-11 03:03:22.157 : ../models/spf_lut_x4_1sam | Iter:134200, Sample:4294400, GPixel:2.67e-03, dT:0.0034, rT:0.3675 +24-08-11 03:04:05.722 : ../models/spf_lut_x4_1sam | Iter:134300, Sample:4297600, GPixel:2.68e-03, dT:0.0036, rT:0.3687 +24-08-11 03:04:49.279 : ../models/spf_lut_x4_1sam | Iter:134400, Sample:4300800, GPixel:2.78e-03, dT:0.0036, rT:0.3678 +24-08-11 03:05:32.829 : ../models/spf_lut_x4_1sam | Iter:134500, Sample:4304000, GPixel:2.69e-03, dT:0.0036, rT:0.3679 +24-08-11 03:06:16.421 : ../models/spf_lut_x4_1sam | Iter:134600, Sample:4307200, GPixel:2.68e-03, dT:0.0037, rT:0.3684 +24-08-11 03:06:59.979 : ../models/spf_lut_x4_1sam | Iter:134700, Sample:4310400, GPixel:2.61e-03, dT:0.0036, rT:0.3680 +24-08-11 03:07:43.510 : ../models/spf_lut_x4_1sam | Iter:134800, Sample:4313600, GPixel:2.57e-03, dT:0.0034, rT:0.3679 +24-08-11 03:08:27.066 : ../models/spf_lut_x4_1sam | Iter:134900, Sample:4316800, GPixel:2.77e-03, dT:0.0035, rT:0.3682 +24-08-11 03:09:11.888 : ../models/spf_lut_x4_1sam | Iter:135000, Sample:4320000, GPixel:2.66e-03, dT:0.0057, rT:0.3772 +24-08-11 03:09:56.613 : ../models/spf_lut_x4_1sam | Iter:135100, Sample:4323200, GPixel:2.76e-03, dT:0.0046, rT:0.3777 +24-08-11 03:10:40.175 : ../models/spf_lut_x4_1sam | Iter:135200, Sample:4326400, GPixel:2.76e-03, dT:0.0035, rT:0.3677 +24-08-11 03:11:23.755 : ../models/spf_lut_x4_1sam | Iter:135300, Sample:4329600, GPixel:2.73e-03, dT:0.0036, rT:0.3683 +24-08-11 03:12:07.312 : ../models/spf_lut_x4_1sam | Iter:135400, Sample:4332800, GPixel:2.73e-03, dT:0.0036, rT:0.3672 +24-08-11 03:12:50.861 : ../models/spf_lut_x4_1sam | Iter:135500, Sample:4336000, GPixel:2.67e-03, dT:0.0034, rT:0.3646 +24-08-11 03:13:34.399 : ../models/spf_lut_x4_1sam | Iter:135600, Sample:4339200, GPixel:2.73e-03, dT:0.0035, rT:0.3663 +24-08-11 03:14:17.970 : ../models/spf_lut_x4_1sam | Iter:135700, Sample:4342400, GPixel:2.79e-03, dT:0.0036, rT:0.3679 +24-08-11 03:15:01.529 : ../models/spf_lut_x4_1sam | Iter:135800, Sample:4345600, GPixel:2.65e-03, dT:0.0036, rT:0.3675 +24-08-11 03:15:45.108 : ../models/spf_lut_x4_1sam | Iter:135900, Sample:4348800, GPixel:2.68e-03, dT:0.0036, rT:0.3677 +24-08-11 03:16:28.701 : ../models/spf_lut_x4_1sam | Iter:136000, Sample:4352000, GPixel:2.67e-03, dT:0.0037, rT:0.3683 +24-08-11 03:16:28.749 : Checkpoint saved 136000 +24-08-11 03:16:29.342 : Iter 136000 | Dataset Set5 | AVG Val PSNR: 31.067801 +24-08-11 03:16:32.035 : Iter 136000 | Dataset Set14 | AVG Val PSNR: 27.937486 +24-08-11 03:17:18.167 : ../models/spf_lut_x4_1sam | Iter:136100, Sample:4355200, GPixel:2.77e-03, dT:0.0073, rT:0.3891 +24-08-11 03:18:01.762 : ../models/spf_lut_x4_1sam | Iter:136200, Sample:4358400, GPixel:2.66e-03, dT:0.0038, rT:0.3676 +24-08-11 03:18:45.317 : ../models/spf_lut_x4_1sam | Iter:136300, Sample:4361600, GPixel:2.71e-03, dT:0.0036, rT:0.3668 +24-08-11 03:19:28.865 : ../models/spf_lut_x4_1sam | Iter:136400, Sample:4364800, GPixel:2.73e-03, dT:0.0035, rT:0.3681 +24-08-11 03:20:12.435 : ../models/spf_lut_x4_1sam | Iter:136500, Sample:4368000, GPixel:2.69e-03, dT:0.0036, rT:0.3678 +24-08-11 03:20:55.986 : ../models/spf_lut_x4_1sam | Iter:136600, Sample:4371200, GPixel:2.74e-03, dT:0.0036, rT:0.3681 +24-08-11 03:21:39.580 : ../models/spf_lut_x4_1sam | Iter:136700, Sample:4374400, GPixel:2.69e-03, dT:0.0039, rT:0.3680 +24-08-11 03:22:23.157 : ../models/spf_lut_x4_1sam | Iter:136800, Sample:4377600, GPixel:2.65e-03, dT:0.0038, rT:0.3682 +24-08-11 03:23:06.694 : ../models/spf_lut_x4_1sam | Iter:136900, Sample:4380800, GPixel:2.71e-03, dT:0.0035, rT:0.3680 +24-08-11 03:23:50.254 : ../models/spf_lut_x4_1sam | Iter:137000, Sample:4384000, GPixel:2.63e-03, dT:0.0034, rT:0.3677 +24-08-11 03:24:35.606 : ../models/spf_lut_x4_1sam | Iter:137100, Sample:4387200, GPixel:2.63e-03, dT:0.0056, rT:0.3815 +24-08-11 03:25:19.904 : ../models/spf_lut_x4_1sam | Iter:137200, Sample:4390400, GPixel:2.78e-03, dT:0.0048, rT:0.3724 +24-08-11 03:26:03.484 : ../models/spf_lut_x4_1sam | Iter:137300, Sample:4393600, GPixel:2.66e-03, dT:0.0038, rT:0.3677 +24-08-11 03:26:47.032 : ../models/spf_lut_x4_1sam | Iter:137400, Sample:4396800, GPixel:2.71e-03, dT:0.0035, rT:0.3678 +24-08-11 03:27:30.603 : ../models/spf_lut_x4_1sam | Iter:137500, Sample:4400000, GPixel:2.63e-03, dT:0.0036, rT:0.3685 +24-08-11 03:28:14.153 : ../models/spf_lut_x4_1sam | Iter:137600, Sample:4403200, GPixel:2.70e-03, dT:0.0035, rT:0.3674 +24-08-11 03:28:57.703 : ../models/spf_lut_x4_1sam | Iter:137700, Sample:4406400, GPixel:2.56e-03, dT:0.0035, rT:0.3668 +24-08-11 03:29:41.298 : ../models/spf_lut_x4_1sam | Iter:137800, Sample:4409600, GPixel:2.64e-03, dT:0.0039, rT:0.3680 +24-08-11 03:30:24.906 : ../models/spf_lut_x4_1sam | Iter:137900, Sample:4412800, GPixel:2.77e-03, dT:0.0040, rT:0.3685 +24-08-11 03:31:08.473 : ../models/spf_lut_x4_1sam | Iter:138000, Sample:4416000, GPixel:2.71e-03, dT:0.0036, rT:0.3684 +24-08-11 03:31:08.523 : Checkpoint saved 138000 +24-08-11 03:31:09.117 : Iter 138000 | Dataset Set5 | AVG Val PSNR: 31.052461 +24-08-11 03:31:11.657 : Iter 138000 | Dataset Set14 | AVG Val PSNR: 27.938365 +24-08-11 03:31:55.373 : ../models/spf_lut_x4_1sam | Iter:138100, Sample:4419200, GPixel:2.69e-03, dT:0.0041, rT:0.3691 +24-08-11 03:32:41.178 : ../models/spf_lut_x4_1sam | Iter:138200, Sample:4422400, GPixel:2.69e-03, dT:0.0070, rT:0.3837 +24-08-11 03:33:24.759 : ../models/spf_lut_x4_1sam | Iter:138300, Sample:4425600, GPixel:2.68e-03, dT:0.0037, rT:0.3680 +24-08-11 03:34:08.302 : ../models/spf_lut_x4_1sam | Iter:138400, Sample:4428800, GPixel:2.73e-03, dT:0.0035, rT:0.3680 +24-08-11 03:34:51.871 : ../models/spf_lut_x4_1sam | Iter:138500, Sample:4432000, GPixel:2.70e-03, dT:0.0036, rT:0.3672 +24-08-11 03:35:35.414 : ../models/spf_lut_x4_1sam | Iter:138600, Sample:4435200, GPixel:2.69e-03, dT:0.0035, rT:0.3671 +24-08-11 03:36:18.983 : ../models/spf_lut_x4_1sam | Iter:138700, Sample:4438400, GPixel:2.79e-03, dT:0.0037, rT:0.3670 +24-08-11 03:37:02.566 : ../models/spf_lut_x4_1sam | Iter:138800, Sample:4441600, GPixel:2.74e-03, dT:0.0039, rT:0.3679 +24-08-11 03:37:46.113 : ../models/spf_lut_x4_1sam | Iter:138900, Sample:4444800, GPixel:2.63e-03, dT:0.0036, rT:0.3679 +24-08-11 03:38:29.665 : ../models/spf_lut_x4_1sam | Iter:139000, Sample:4448000, GPixel:2.77e-03, dT:0.0036, rT:0.3681 +24-08-11 03:39:13.236 : ../models/spf_lut_x4_1sam | Iter:139100, Sample:4451200, GPixel:2.70e-03, dT:0.0037, rT:0.3683 +24-08-11 03:39:59.544 : ../models/spf_lut_x4_1sam | Iter:139200, Sample:4454400, GPixel:2.76e-03, dT:0.0070, rT:0.3887 +24-08-11 03:40:43.178 : ../models/spf_lut_x4_1sam | Iter:139300, Sample:4457600, GPixel:2.80e-03, dT:0.0036, rT:0.3661 +24-08-11 03:41:26.704 : ../models/spf_lut_x4_1sam | Iter:139400, Sample:4460800, GPixel:2.57e-03, dT:0.0034, rT:0.3647 +24-08-11 03:42:10.254 : ../models/spf_lut_x4_1sam | Iter:139500, Sample:4464000, GPixel:2.70e-03, dT:0.0035, rT:0.3656 +24-08-11 03:42:53.801 : ../models/spf_lut_x4_1sam | Iter:139600, Sample:4467200, GPixel:2.69e-03, dT:0.0035, rT:0.3681 +24-08-11 03:43:37.378 : ../models/spf_lut_x4_1sam | Iter:139700, Sample:4470400, GPixel:2.71e-03, dT:0.0037, rT:0.3677 +24-08-11 03:44:20.998 : ../models/spf_lut_x4_1sam | Iter:139800, Sample:4473600, GPixel:2.71e-03, dT:0.0039, rT:0.3685 +24-08-11 03:45:04.550 : ../models/spf_lut_x4_1sam | Iter:139900, Sample:4476800, GPixel:2.73e-03, dT:0.0035, rT:0.3681 +24-08-11 03:45:48.121 : ../models/spf_lut_x4_1sam | Iter:140000, Sample:4480000, GPixel:2.65e-03, dT:0.0037, rT:0.3680 +24-08-11 03:45:48.171 : Checkpoint saved 140000 +24-08-11 03:45:48.787 : Iter 140000 | Dataset Set5 | AVG Val PSNR: 31.095407 +24-08-11 03:45:51.417 : Iter 140000 | Dataset Set14 | AVG Val PSNR: 27.945861 +24-08-11 03:46:34.939 : ../models/spf_lut_x4_1sam | Iter:140100, Sample:4483200, GPixel:2.63e-03, dT:0.0035, rT:0.3670 +24-08-11 03:47:19.325 : ../models/spf_lut_x4_1sam | Iter:140200, Sample:4486400, GPixel:2.70e-03, dT:0.0050, rT:0.3720 +24-08-11 03:48:04.810 : ../models/spf_lut_x4_1sam | Iter:140300, Sample:4489600, GPixel:2.71e-03, dT:0.0057, rT:0.3830 +24-08-11 03:48:48.368 : ../models/spf_lut_x4_1sam | Iter:140400, Sample:4492800, GPixel:2.81e-03, dT:0.0036, rT:0.3678 +24-08-11 03:49:31.977 : ../models/spf_lut_x4_1sam | Iter:140500, Sample:4496000, GPixel:2.73e-03, dT:0.0037, rT:0.3679 +24-08-11 03:50:15.535 : ../models/spf_lut_x4_1sam | Iter:140600, Sample:4499200, GPixel:2.70e-03, dT:0.0036, rT:0.3681 +24-08-11 03:50:59.109 : ../models/spf_lut_x4_1sam | Iter:140700, Sample:4502400, GPixel:2.51e-03, dT:0.0036, rT:0.3681 +24-08-11 03:51:42.656 : ../models/spf_lut_x4_1sam | Iter:140800, Sample:4505600, GPixel:2.77e-03, dT:0.0036, rT:0.3681 +24-08-11 03:52:26.211 : ../models/spf_lut_x4_1sam | Iter:140900, Sample:4508800, GPixel:2.75e-03, dT:0.0036, rT:0.3682 +24-08-11 03:53:09.743 : ../models/spf_lut_x4_1sam | Iter:141000, Sample:4512000, GPixel:2.66e-03, dT:0.0034, rT:0.3677 +24-08-11 03:53:53.346 : ../models/spf_lut_x4_1sam | Iter:141100, Sample:4515200, GPixel:2.72e-03, dT:0.0037, rT:0.3678 +24-08-11 03:54:36.907 : ../models/spf_lut_x4_1sam | Iter:141200, Sample:4518400, GPixel:2.75e-03, dT:0.0037, rT:0.3662 +24-08-11 03:55:22.830 : ../models/spf_lut_x4_1sam | Iter:141300, Sample:4521600, GPixel:2.64e-03, dT:0.0076, rT:0.3868 +24-08-11 03:56:06.387 : ../models/spf_lut_x4_1sam | Iter:141400, Sample:4524800, GPixel:2.66e-03, dT:0.0038, rT:0.3671 +24-08-11 03:56:49.962 : ../models/spf_lut_x4_1sam | Iter:141500, Sample:4528000, GPixel:2.66e-03, dT:0.0036, rT:0.3682 +24-08-11 03:57:33.524 : ../models/spf_lut_x4_1sam | Iter:141600, Sample:4531200, GPixel:2.83e-03, dT:0.0035, rT:0.3685 +24-08-11 03:58:17.103 : ../models/spf_lut_x4_1sam | Iter:141700, Sample:4534400, GPixel:2.70e-03, dT:0.0037, rT:0.3674 +24-08-11 03:59:00.655 : ../models/spf_lut_x4_1sam | Iter:141800, Sample:4537600, GPixel:2.64e-03, dT:0.0035, rT:0.3681 +24-08-11 03:59:44.222 : ../models/spf_lut_x4_1sam | Iter:141900, Sample:4540800, GPixel:2.76e-03, dT:0.0037, rT:0.3681 +24-08-11 04:00:27.771 : ../models/spf_lut_x4_1sam | Iter:142000, Sample:4544000, GPixel:2.81e-03, dT:0.0035, rT:0.3655 +24-08-11 04:00:27.821 : Checkpoint saved 142000 +24-08-11 04:00:28.402 : Iter 142000 | Dataset Set5 | AVG Val PSNR: 31.077085 +24-08-11 04:00:31.092 : Iter 142000 | Dataset Set14 | AVG Val PSNR: 27.932889 +24-08-11 04:01:14.658 : ../models/spf_lut_x4_1sam | Iter:142100, Sample:4547200, GPixel:2.68e-03, dT:0.0037, rT:0.3671 +24-08-11 04:01:58.220 : ../models/spf_lut_x4_1sam | Iter:142200, Sample:4550400, GPixel:2.58e-03, dT:0.0035, rT:0.3684 +24-08-11 04:02:43.078 : ../models/spf_lut_x4_1sam | Iter:142300, Sample:4553600, GPixel:2.66e-03, dT:0.0062, rT:0.3787 +24-08-11 04:03:27.867 : ../models/spf_lut_x4_1sam | Iter:142400, Sample:4556800, GPixel:2.65e-03, dT:0.0059, rT:0.3757 +24-08-11 04:04:11.419 : ../models/spf_lut_x4_1sam | Iter:142500, Sample:4560000, GPixel:2.62e-03, dT:0.0036, rT:0.3672 +24-08-11 04:04:54.967 : ../models/spf_lut_x4_1sam | Iter:142600, Sample:4563200, GPixel:2.65e-03, dT:0.0035, rT:0.3678 +24-08-11 04:05:38.542 : ../models/spf_lut_x4_1sam | Iter:142700, Sample:4566400, GPixel:2.76e-03, dT:0.0036, rT:0.3681 +24-08-11 04:06:22.109 : ../models/spf_lut_x4_1sam | Iter:142800, Sample:4569600, GPixel:2.86e-03, dT:0.0035, rT:0.3683 +24-08-11 04:07:05.647 : ../models/spf_lut_x4_1sam | Iter:142900, Sample:4572800, GPixel:2.71e-03, dT:0.0035, rT:0.3678 +24-08-11 04:07:49.203 : ../models/spf_lut_x4_1sam | Iter:143000, Sample:4576000, GPixel:2.72e-03, dT:0.0035, rT:0.3679 +24-08-11 04:08:32.755 : ../models/spf_lut_x4_1sam | Iter:143100, Sample:4579200, GPixel:2.69e-03, dT:0.0036, rT:0.3675 +24-08-11 04:09:16.345 : ../models/spf_lut_x4_1sam | Iter:143200, Sample:4582400, GPixel:2.62e-03, dT:0.0038, rT:0.3680 +24-08-11 04:09:59.905 : ../models/spf_lut_x4_1sam | Iter:143300, Sample:4585600, GPixel:2.72e-03, dT:0.0035, rT:0.3682 +24-08-11 04:10:45.941 : ../models/spf_lut_x4_1sam | Iter:143400, Sample:4588800, GPixel:2.74e-03, dT:0.0072, rT:0.3870 +24-08-11 04:11:29.514 : ../models/spf_lut_x4_1sam | Iter:143500, Sample:4592000, GPixel:2.70e-03, dT:0.0036, rT:0.3680 +24-08-11 04:12:13.070 : ../models/spf_lut_x4_1sam | Iter:143600, Sample:4595200, GPixel:2.56e-03, dT:0.0035, rT:0.3679 +24-08-11 04:12:56.655 : ../models/spf_lut_x4_1sam | Iter:143700, Sample:4598400, GPixel:2.79e-03, dT:0.0036, rT:0.3682 +24-08-11 04:13:40.215 : ../models/spf_lut_x4_1sam | Iter:143800, Sample:4601600, GPixel:2.82e-03, dT:0.0036, rT:0.3684 +24-08-11 04:14:23.789 : ../models/spf_lut_x4_1sam | Iter:143900, Sample:4604800, GPixel:2.79e-03, dT:0.0037, rT:0.3682 +24-08-11 04:15:07.345 : ../models/spf_lut_x4_1sam | Iter:144000, Sample:4608000, GPixel:2.73e-03, dT:0.0036, rT:0.3679 +24-08-11 04:15:07.395 : Checkpoint saved 144000 +24-08-11 04:15:07.994 : Iter 144000 | Dataset Set5 | AVG Val PSNR: 31.067029 +24-08-11 04:15:10.685 : Iter 144000 | Dataset Set14 | AVG Val PSNR: 27.930268 +24-08-11 04:15:54.253 : ../models/spf_lut_x4_1sam | Iter:144100, Sample:4611200, GPixel:2.59e-03, dT:0.0036, rT:0.3675 +24-08-11 04:16:37.832 : ../models/spf_lut_x4_1sam | Iter:144200, Sample:4614400, GPixel:2.64e-03, dT:0.0037, rT:0.3677 +24-08-11 04:17:21.418 : ../models/spf_lut_x4_1sam | Iter:144300, Sample:4617600, GPixel:2.74e-03, dT:0.0037, rT:0.3656 +24-08-11 04:18:07.510 : ../models/spf_lut_x4_1sam | Iter:144400, Sample:4620800, GPixel:2.54e-03, dT:0.0070, rT:0.3877 +24-08-11 04:18:51.518 : ../models/spf_lut_x4_1sam | Iter:144500, Sample:4624000, GPixel:2.62e-03, dT:0.0046, rT:0.3702 +24-08-11 04:19:35.092 : ../models/spf_lut_x4_1sam | Iter:144600, Sample:4627200, GPixel:2.67e-03, dT:0.0037, rT:0.3681 +24-08-11 04:20:18.709 : ../models/spf_lut_x4_1sam | Iter:144700, Sample:4630400, GPixel:2.76e-03, dT:0.0040, rT:0.3675 +24-08-11 04:21:02.300 : ../models/spf_lut_x4_1sam | Iter:144800, Sample:4633600, GPixel:2.68e-03, dT:0.0036, rT:0.3681 +24-08-11 04:21:45.860 : ../models/spf_lut_x4_1sam | Iter:144900, Sample:4636800, GPixel:2.78e-03, dT:0.0036, rT:0.3680 +24-08-11 04:22:29.412 : ../models/spf_lut_x4_1sam | Iter:145000, Sample:4640000, GPixel:2.66e-03, dT:0.0036, rT:0.3680 +24-08-11 04:23:12.976 : ../models/spf_lut_x4_1sam | Iter:145100, Sample:4643200, GPixel:2.73e-03, dT:0.0035, rT:0.3678 +24-08-11 04:23:56.550 : ../models/spf_lut_x4_1sam | Iter:145200, Sample:4646400, GPixel:2.81e-03, dT:0.0035, rT:0.3675 +24-08-11 04:24:40.120 : ../models/spf_lut_x4_1sam | Iter:145300, Sample:4649600, GPixel:2.71e-03, dT:0.0036, rT:0.3678 +24-08-11 04:25:23.889 : ../models/spf_lut_x4_1sam | Iter:145400, Sample:4652800, GPixel:2.62e-03, dT:0.0047, rT:0.3688 +24-08-11 04:26:09.524 : ../models/spf_lut_x4_1sam | Iter:145500, Sample:4656000, GPixel:2.70e-03, dT:0.0070, rT:0.3827 +24-08-11 04:26:53.102 : ../models/spf_lut_x4_1sam | Iter:145600, Sample:4659200, GPixel:2.65e-03, dT:0.0037, rT:0.3680 +24-08-11 04:27:36.646 : ../models/spf_lut_x4_1sam | Iter:145700, Sample:4662400, GPixel:2.71e-03, dT:0.0035, rT:0.3670 +24-08-11 04:28:20.230 : ../models/spf_lut_x4_1sam | Iter:145800, Sample:4665600, GPixel:2.78e-03, dT:0.0039, rT:0.3676 +24-08-11 04:29:03.822 : ../models/spf_lut_x4_1sam | Iter:145900, Sample:4668800, GPixel:2.58e-03, dT:0.0036, rT:0.3680 +24-08-11 04:29:47.365 : ../models/spf_lut_x4_1sam | Iter:146000, Sample:4672000, GPixel:2.81e-03, dT:0.0035, rT:0.3661 +24-08-11 04:29:47.413 : Checkpoint saved 146000 +24-08-11 04:29:48.014 : Iter 146000 | Dataset Set5 | AVG Val PSNR: 31.064174 +24-08-11 04:29:50.718 : Iter 146000 | Dataset Set14 | AVG Val PSNR: 27.936104 +24-08-11 04:30:34.240 : ../models/spf_lut_x4_1sam | Iter:146100, Sample:4675200, GPixel:2.71e-03, dT:0.0035, rT:0.3643 +24-08-11 04:31:17.784 : ../models/spf_lut_x4_1sam | Iter:146200, Sample:4678400, GPixel:2.65e-03, dT:0.0036, rT:0.3665 +24-08-11 04:32:01.393 : ../models/spf_lut_x4_1sam | Iter:146300, Sample:4681600, GPixel:2.77e-03, dT:0.0039, rT:0.3682 +24-08-11 04:32:44.952 : ../models/spf_lut_x4_1sam | Iter:146400, Sample:4684800, GPixel:2.62e-03, dT:0.0036, rT:0.3679 +24-08-11 04:33:31.088 : ../models/spf_lut_x4_1sam | Iter:146500, Sample:4688000, GPixel:2.70e-03, dT:0.0064, rT:0.3899 +24-08-11 04:34:14.709 : ../models/spf_lut_x4_1sam | Iter:146600, Sample:4691200, GPixel:2.60e-03, dT:0.0037, rT:0.3670 +24-08-11 04:34:58.267 : ../models/spf_lut_x4_1sam | Iter:146700, Sample:4694400, GPixel:2.85e-03, dT:0.0036, rT:0.3674 +24-08-11 04:35:41.816 : ../models/spf_lut_x4_1sam | Iter:146800, Sample:4697600, GPixel:2.73e-03, dT:0.0036, rT:0.3676 +24-08-11 04:36:25.399 : ../models/spf_lut_x4_1sam | Iter:146900, Sample:4700800, GPixel:2.69e-03, dT:0.0035, rT:0.3662 +24-08-11 04:37:08.958 : ../models/spf_lut_x4_1sam | Iter:147000, Sample:4704000, GPixel:2.65e-03, dT:0.0035, rT:0.3650 +24-08-11 04:37:52.507 : ../models/spf_lut_x4_1sam | Iter:147100, Sample:4707200, GPixel:2.60e-03, dT:0.0035, rT:0.3681 +24-08-11 04:38:36.067 : ../models/spf_lut_x4_1sam | Iter:147200, Sample:4710400, GPixel:2.57e-03, dT:0.0035, rT:0.3682 +24-08-11 04:39:19.676 : ../models/spf_lut_x4_1sam | Iter:147300, Sample:4713600, GPixel:2.73e-03, dT:0.0041, rT:0.3680 +24-08-11 04:40:03.238 : ../models/spf_lut_x4_1sam | Iter:147400, Sample:4716800, GPixel:2.65e-03, dT:0.0037, rT:0.3680 +24-08-11 04:40:47.411 : ../models/spf_lut_x4_1sam | Iter:147500, Sample:4720000, GPixel:2.72e-03, dT:0.0055, rT:0.3717 +24-08-11 04:41:32.716 : ../models/spf_lut_x4_1sam | Iter:147600, Sample:4723200, GPixel:2.72e-03, dT:0.0060, rT:0.3815 +24-08-11 04:42:16.295 : ../models/spf_lut_x4_1sam | Iter:147700, Sample:4726400, GPixel:2.77e-03, dT:0.0036, rT:0.3671 +24-08-11 04:42:59.904 : ../models/spf_lut_x4_1sam | Iter:147800, Sample:4729600, GPixel:2.74e-03, dT:0.0037, rT:0.3679 +24-08-11 04:43:43.473 : ../models/spf_lut_x4_1sam | Iter:147900, Sample:4732800, GPixel:2.71e-03, dT:0.0036, rT:0.3680 +24-08-11 04:44:27.066 : ../models/spf_lut_x4_1sam | Iter:148000, Sample:4736000, GPixel:2.81e-03, dT:0.0037, rT:0.3683 +24-08-11 04:44:27.113 : Checkpoint saved 148000 +24-08-11 04:44:27.705 : Iter 148000 | Dataset Set5 | AVG Val PSNR: 31.051132 +24-08-11 04:44:30.393 : Iter 148000 | Dataset Set14 | AVG Val PSNR: 27.929700 +24-08-11 04:45:13.950 : ../models/spf_lut_x4_1sam | Iter:148100, Sample:4739200, GPixel:2.71e-03, dT:0.0035, rT:0.3682 +24-08-11 04:45:57.528 : ../models/spf_lut_x4_1sam | Iter:148200, Sample:4742400, GPixel:2.70e-03, dT:0.0038, rT:0.3676 +24-08-11 04:46:41.105 : ../models/spf_lut_x4_1sam | Iter:148300, Sample:4745600, GPixel:2.54e-03, dT:0.0039, rT:0.3670 +24-08-11 04:47:24.670 : ../models/spf_lut_x4_1sam | Iter:148400, Sample:4748800, GPixel:2.74e-03, dT:0.0038, rT:0.3684 +24-08-11 04:48:08.220 : ../models/spf_lut_x4_1sam | Iter:148500, Sample:4752000, GPixel:2.65e-03, dT:0.0036, rT:0.3680 +24-08-11 04:48:54.084 : ../models/spf_lut_x4_1sam | Iter:148600, Sample:4755200, GPixel:2.74e-03, dT:0.0065, rT:0.3889 +24-08-11 04:49:37.760 : ../models/spf_lut_x4_1sam | Iter:148700, Sample:4758400, GPixel:2.69e-03, dT:0.0038, rT:0.3684 +24-08-11 04:50:21.348 : ../models/spf_lut_x4_1sam | Iter:148800, Sample:4761600, GPixel:2.74e-03, dT:0.0036, rT:0.3677 +24-08-11 04:51:04.920 : ../models/spf_lut_x4_1sam | Iter:148900, Sample:4764800, GPixel:2.59e-03, dT:0.0036, rT:0.3646 +24-08-11 04:51:48.505 : ../models/spf_lut_x4_1sam | Iter:149000, Sample:4768000, GPixel:2.83e-03, dT:0.0035, rT:0.3687 +24-08-11 04:52:32.079 : ../models/spf_lut_x4_1sam | Iter:149100, Sample:4771200, GPixel:2.64e-03, dT:0.0036, rT:0.3685 +24-08-11 04:53:15.697 : ../models/spf_lut_x4_1sam | Iter:149200, Sample:4774400, GPixel:2.80e-03, dT:0.0040, rT:0.3676 +24-08-11 04:53:59.325 : ../models/spf_lut_x4_1sam | Iter:149300, Sample:4777600, GPixel:2.65e-03, dT:0.0041, rT:0.3676 +24-08-11 04:54:42.939 : ../models/spf_lut_x4_1sam | Iter:149400, Sample:4780800, GPixel:2.73e-03, dT:0.0038, rT:0.3681 +24-08-11 04:55:26.561 : ../models/spf_lut_x4_1sam | Iter:149500, Sample:4784000, GPixel:2.72e-03, dT:0.0038, rT:0.3683 +24-08-11 04:56:12.047 : ../models/spf_lut_x4_1sam | Iter:149600, Sample:4787200, GPixel:2.75e-03, dT:0.0072, rT:0.3832 +24-08-11 04:56:56.647 : ../models/spf_lut_x4_1sam | Iter:149700, Sample:4790400, GPixel:2.69e-03, dT:0.0054, rT:0.3758 +24-08-11 04:57:40.239 : ../models/spf_lut_x4_1sam | Iter:149800, Sample:4793600, GPixel:2.82e-03, dT:0.0039, rT:0.3672 +24-08-11 04:58:23.808 : ../models/spf_lut_x4_1sam | Iter:149900, Sample:4796800, GPixel:2.83e-03, dT:0.0035, rT:0.3683 +24-08-11 04:59:07.338 : ../models/spf_lut_x4_1sam | Iter:150000, Sample:4800000, GPixel:2.73e-03, dT:0.0033, rT:0.3677 +24-08-11 04:59:07.387 : Checkpoint saved 150000 +24-08-11 04:59:07.978 : Iter 150000 | Dataset Set5 | AVG Val PSNR: 31.065388 +24-08-11 04:59:10.680 : Iter 150000 | Dataset Set14 | AVG Val PSNR: 27.931165 +24-08-11 04:59:54.195 : ../models/spf_lut_x4_1sam | Iter:150100, Sample:4803200, GPixel:2.78e-03, dT:0.0034, rT:0.3656 +24-08-11 05:00:37.740 : ../models/spf_lut_x4_1sam | Iter:150200, Sample:4806400, GPixel:2.69e-03, dT:0.0035, rT:0.3664 +24-08-11 05:01:21.292 : ../models/spf_lut_x4_1sam | Iter:150300, Sample:4809600, GPixel:2.63e-03, dT:0.0036, rT:0.3681 +24-08-11 05:02:04.858 : ../models/spf_lut_x4_1sam | Iter:150400, Sample:4812800, GPixel:2.63e-03, dT:0.0037, rT:0.3650 +24-08-11 05:02:48.398 : ../models/spf_lut_x4_1sam | Iter:150500, Sample:4816000, GPixel:2.66e-03, dT:0.0035, rT:0.3671 +24-08-11 05:03:31.934 : ../models/spf_lut_x4_1sam | Iter:150600, Sample:4819200, GPixel:2.85e-03, dT:0.0035, rT:0.3677 +24-08-11 05:04:18.030 : ../models/spf_lut_x4_1sam | Iter:150700, Sample:4822400, GPixel:2.73e-03, dT:0.0067, rT:0.3888 +24-08-11 05:05:01.575 : ../models/spf_lut_x4_1sam | Iter:150800, Sample:4825600, GPixel:2.81e-03, dT:0.0035, rT:0.3680 +24-08-11 05:05:45.149 : ../models/spf_lut_x4_1sam | Iter:150900, Sample:4828800, GPixel:2.74e-03, dT:0.0036, rT:0.3684 +24-08-11 05:06:28.715 : 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Sample:4857600, GPixel:2.62e-03, dT:0.0046, rT:0.3717 +24-08-11 05:13:03.368 : ../models/spf_lut_x4_1sam | Iter:151900, Sample:4860800, GPixel:2.80e-03, dT:0.0037, rT:0.3679 +24-08-11 05:13:46.955 : ../models/spf_lut_x4_1sam | Iter:152000, Sample:4864000, GPixel:2.67e-03, dT:0.0037, rT:0.3683 +24-08-11 05:13:47.003 : Checkpoint saved 152000 +24-08-11 05:13:47.616 : Iter 152000 | Dataset Set5 | AVG Val PSNR: 31.047773 +24-08-11 05:13:50.291 : Iter 152000 | Dataset Set14 | AVG Val PSNR: 27.937117 +24-08-11 05:14:33.860 : ../models/spf_lut_x4_1sam | Iter:152100, Sample:4867200, GPixel:2.54e-03, dT:0.0036, rT:0.3675 +24-08-11 05:15:17.404 : ../models/spf_lut_x4_1sam | Iter:152200, Sample:4870400, GPixel:2.64e-03, dT:0.0035, rT:0.3666 +24-08-11 05:16:00.959 : ../models/spf_lut_x4_1sam | Iter:152300, Sample:4873600, GPixel:2.83e-03, dT:0.0035, rT:0.3682 +24-08-11 05:16:44.519 : ../models/spf_lut_x4_1sam | Iter:152400, Sample:4876800, GPixel:2.73e-03, dT:0.0038, rT:0.3675 +24-08-11 05:17:28.067 : ../models/spf_lut_x4_1sam | Iter:152500, Sample:4880000, GPixel:2.66e-03, dT:0.0035, rT:0.3680 +24-08-11 05:18:11.634 : ../models/spf_lut_x4_1sam | Iter:152600, Sample:4883200, GPixel:2.64e-03, dT:0.0037, rT:0.3674 +24-08-11 05:18:55.907 : ../models/spf_lut_x4_1sam | Iter:152700, Sample:4886400, GPixel:2.58e-03, dT:0.0042, rT:0.3738 +24-08-11 05:19:40.767 : ../models/spf_lut_x4_1sam | Iter:152800, Sample:4889600, GPixel:2.76e-03, dT:0.0054, rT:0.3774 +24-08-11 05:20:24.349 : ../models/spf_lut_x4_1sam | Iter:152900, Sample:4892800, GPixel:2.81e-03, dT:0.0037, rT:0.3682 +24-08-11 05:21:07.916 : ../models/spf_lut_x4_1sam | Iter:153000, Sample:4896000, GPixel:2.56e-03, dT:0.0035, rT:0.3683 +24-08-11 05:21:51.475 : ../models/spf_lut_x4_1sam | Iter:153100, Sample:4899200, GPixel:2.69e-03, dT:0.0036, rT:0.3680 +24-08-11 05:22:35.049 : ../models/spf_lut_x4_1sam | Iter:153200, Sample:4902400, GPixel:2.72e-03, dT:0.0038, rT:0.3665 +24-08-11 05:23:18.617 : ../models/spf_lut_x4_1sam | Iter:153300, Sample:4905600, GPixel:2.65e-03, dT:0.0037, rT:0.3679 +24-08-11 05:24:02.200 : ../models/spf_lut_x4_1sam | Iter:153400, Sample:4908800, GPixel:2.67e-03, dT:0.0036, rT:0.3673 +24-08-11 05:24:45.761 : ../models/spf_lut_x4_1sam | Iter:153500, Sample:4912000, GPixel:2.70e-03, dT:0.0035, rT:0.3683 +24-08-11 05:25:29.283 : ../models/spf_lut_x4_1sam | Iter:153600, Sample:4915200, GPixel:2.71e-03, dT:0.0033, rT:0.3669 +24-08-11 05:26:12.830 : ../models/spf_lut_x4_1sam | Iter:153700, Sample:4918400, GPixel:2.65e-03, dT:0.0036, rT:0.3671 +24-08-11 05:26:58.825 : ../models/spf_lut_x4_1sam | Iter:153800, Sample:4921600, GPixel:2.69e-03, dT:0.0061, rT:0.3883 +24-08-11 05:27:42.419 : ../models/spf_lut_x4_1sam | Iter:153900, Sample:4924800, GPixel:2.65e-03, dT:0.0037, rT:0.3667 +24-08-11 05:28:25.973 : ../models/spf_lut_x4_1sam | Iter:154000, Sample:4928000, GPixel:2.66e-03, dT:0.0035, rT:0.3680 +24-08-11 05:28:26.022 : Checkpoint saved 154000 +24-08-11 05:28:26.634 : Iter 154000 | Dataset Set5 | AVG Val PSNR: 31.078418 +24-08-11 05:28:29.326 : Iter 154000 | Dataset Set14 | AVG Val PSNR: 27.938113 +24-08-11 05:29:12.873 : ../models/spf_lut_x4_1sam | Iter:154100, Sample:4931200, GPixel:2.70e-03, dT:0.0036, rT:0.3680 +24-08-11 05:29:56.421 : ../models/spf_lut_x4_1sam | Iter:154200, Sample:4934400, GPixel:2.67e-03, dT:0.0036, rT:0.3681 +24-08-11 05:30:39.977 : ../models/spf_lut_x4_1sam | Iter:154300, Sample:4937600, GPixel:2.64e-03, dT:0.0036, rT:0.3680 +24-08-11 05:31:23.505 : ../models/spf_lut_x4_1sam | Iter:154400, Sample:4940800, GPixel:2.65e-03, dT:0.0034, rT:0.3680 +24-08-11 05:32:07.036 : ../models/spf_lut_x4_1sam | Iter:154500, Sample:4944000, GPixel:2.61e-03, dT:0.0035, rT:0.3668 +24-08-11 05:32:50.603 : ../models/spf_lut_x4_1sam | Iter:154600, Sample:4947200, GPixel:2.66e-03, dT:0.0036, rT:0.3679 +24-08-11 05:33:34.188 : ../models/spf_lut_x4_1sam | Iter:154700, Sample:4950400, GPixel:2.56e-03, dT:0.0036, rT:0.3681 +24-08-11 05:34:19.385 : ../models/spf_lut_x4_1sam | Iter:154800, Sample:4953600, GPixel:2.78e-03, dT:0.0051, rT:0.3824 +24-08-11 05:35:04.424 : ../models/spf_lut_x4_1sam | Iter:154900, Sample:4956800, GPixel:2.65e-03, dT:0.0055, rT:0.3785 +24-08-11 05:35:47.997 : ../models/spf_lut_x4_1sam | Iter:155000, Sample:4960000, GPixel:2.61e-03, dT:0.0036, rT:0.3684 +24-08-11 05:36:31.567 : ../models/spf_lut_x4_1sam | Iter:155100, Sample:4963200, GPixel:2.66e-03, dT:0.0036, rT:0.3667 +24-08-11 05:37:15.122 : ../models/spf_lut_x4_1sam | Iter:155200, Sample:4966400, GPixel:2.67e-03, dT:0.0036, rT:0.3678 +24-08-11 05:37:58.677 : ../models/spf_lut_x4_1sam | Iter:155300, Sample:4969600, GPixel:2.66e-03, dT:0.0035, rT:0.3683 +24-08-11 05:38:42.219 : ../models/spf_lut_x4_1sam | Iter:155400, Sample:4972800, GPixel:2.89e-03, dT:0.0035, rT:0.3678 +24-08-11 05:39:25.755 : ../models/spf_lut_x4_1sam | Iter:155500, Sample:4976000, GPixel:2.59e-03, dT:0.0034, rT:0.3675 +24-08-11 05:40:09.322 : ../models/spf_lut_x4_1sam | Iter:155600, Sample:4979200, GPixel:2.66e-03, dT:0.0036, rT:0.3679 +24-08-11 05:40:52.880 : ../models/spf_lut_x4_1sam | Iter:155700, Sample:4982400, GPixel:2.70e-03, dT:0.0036, rT:0.3678 +24-08-11 05:41:36.409 : ../models/spf_lut_x4_1sam | Iter:155800, Sample:4985600, GPixel:2.63e-03, dT:0.0035, rT:0.3677 +24-08-11 05:42:22.582 : ../models/spf_lut_x4_1sam | Iter:155900, Sample:4988800, GPixel:2.74e-03, dT:0.0074, rT:0.3858 +24-08-11 05:43:06.196 : ../models/spf_lut_x4_1sam | Iter:156000, Sample:4992000, GPixel:2.70e-03, dT:0.0036, rT:0.3670 +24-08-11 05:43:06.244 : Checkpoint saved 156000 +24-08-11 05:43:06.874 : Iter 156000 | Dataset Set5 | AVG Val PSNR: 31.086054 +24-08-11 05:43:09.593 : Iter 156000 | Dataset Set14 | AVG Val PSNR: 27.941250 +24-08-11 05:43:53.161 : ../models/spf_lut_x4_1sam | Iter:156100, Sample:4995200, GPixel:2.68e-03, dT:0.0036, rT:0.3673 +24-08-11 05:44:36.734 : ../models/spf_lut_x4_1sam | Iter:156200, Sample:4998400, GPixel:2.59e-03, dT:0.0036, rT:0.3670 +24-08-11 05:45:20.271 : ../models/spf_lut_x4_1sam | Iter:156300, Sample:5001600, GPixel:2.65e-03, dT:0.0034, rT:0.3680 +24-08-11 05:46:03.827 : ../models/spf_lut_x4_1sam | Iter:156400, Sample:5004800, GPixel:2.81e-03, dT:0.0034, rT:0.3682 +24-08-11 05:46:47.384 : ../models/spf_lut_x4_1sam | Iter:156500, Sample:5008000, GPixel:2.56e-03, dT:0.0036, rT:0.3680 +24-08-11 05:47:30.961 : ../models/spf_lut_x4_1sam | Iter:156600, Sample:5011200, GPixel:2.70e-03, dT:0.0036, rT:0.3680 +24-08-11 05:48:14.503 : ../models/spf_lut_x4_1sam | Iter:156700, Sample:5014400, GPixel:2.59e-03, dT:0.0036, rT:0.3679 +24-08-11 05:48:58.093 : ../models/spf_lut_x4_1sam | Iter:156800, Sample:5017600, GPixel:2.81e-03, dT:0.0038, rT:0.3683 +24-08-11 05:49:43.314 : ../models/spf_lut_x4_1sam | Iter:156900, Sample:5020800, GPixel:2.62e-03, dT:0.0055, rT:0.3818 +24-08-11 05:50:28.087 : ../models/spf_lut_x4_1sam | Iter:157000, Sample:5024000, GPixel:2.76e-03, dT:0.0048, rT:0.3772 +24-08-11 05:51:11.628 : ../models/spf_lut_x4_1sam | Iter:157100, Sample:5027200, GPixel:2.79e-03, dT:0.0035, rT:0.3669 +24-08-11 05:51:55.200 : ../models/spf_lut_x4_1sam | Iter:157200, Sample:5030400, GPixel:2.68e-03, dT:0.0037, rT:0.3676 +24-08-11 05:52:38.772 : ../models/spf_lut_x4_1sam | Iter:157300, Sample:5033600, GPixel:2.68e-03, dT:0.0035, rT:0.3682 +24-08-11 05:53:22.320 : ../models/spf_lut_x4_1sam | Iter:157400, Sample:5036800, GPixel:2.75e-03, dT:0.0035, rT:0.3678 +24-08-11 05:54:05.879 : ../models/spf_lut_x4_1sam | Iter:157500, Sample:5040000, GPixel:2.81e-03, dT:0.0035, rT:0.3677 +24-08-11 05:54:49.421 : ../models/spf_lut_x4_1sam | Iter:157600, Sample:5043200, GPixel:2.87e-03, dT:0.0036, rT:0.3669 +24-08-11 05:55:32.980 : ../models/spf_lut_x4_1sam | Iter:157700, Sample:5046400, GPixel:2.81e-03, dT:0.0036, rT:0.3658 +24-08-11 05:56:16.552 : ../models/spf_lut_x4_1sam | Iter:157800, Sample:5049600, GPixel:2.78e-03, dT:0.0036, rT:0.3677 +24-08-11 05:57:00.111 : ../models/spf_lut_x4_1sam | Iter:157900, Sample:5052800, GPixel:2.65e-03, dT:0.0038, rT:0.3681 +24-08-11 05:57:46.295 : ../models/spf_lut_x4_1sam | Iter:158000, Sample:5056000, GPixel:2.67e-03, dT:0.0078, rT:0.3856 +24-08-11 05:57:46.342 : Checkpoint saved 158000 +24-08-11 05:57:47.007 : Iter 158000 | Dataset Set5 | AVG Val PSNR: 31.076232 +24-08-11 05:57:49.683 : Iter 158000 | Dataset Set14 | AVG Val PSNR: 27.934845 +24-08-11 05:58:33.319 : ../models/spf_lut_x4_1sam | Iter:158100, Sample:5059200, GPixel:2.61e-03, dT:0.0043, rT:0.3676 +24-08-11 05:59:16.868 : ../models/spf_lut_x4_1sam | Iter:158200, Sample:5062400, GPixel:2.73e-03, dT:0.0035, rT:0.3673 +24-08-11 06:00:00.448 : ../models/spf_lut_x4_1sam | Iter:158300, Sample:5065600, GPixel:2.70e-03, dT:0.0036, rT:0.3683 +24-08-11 06:00:44.126 : ../models/spf_lut_x4_1sam | Iter:158400, Sample:5068800, GPixel:2.72e-03, dT:0.0034, rT:0.3665 +24-08-11 06:01:27.831 : ../models/spf_lut_x4_1sam | Iter:158500, Sample:5072000, GPixel:2.72e-03, dT:0.0034, rT:0.3678 +24-08-11 06:02:11.545 : 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Sample:5100800, GPixel:2.82e-03, dT:0.0035, rT:0.3692 +24-08-11 06:08:47.607 : ../models/spf_lut_x4_1sam | Iter:159500, Sample:5104000, GPixel:2.73e-03, dT:0.0036, rT:0.3694 +24-08-11 06:09:31.334 : ../models/spf_lut_x4_1sam | Iter:159600, Sample:5107200, GPixel:2.72e-03, dT:0.0038, rT:0.3697 +24-08-11 06:10:15.007 : ../models/spf_lut_x4_1sam | Iter:159700, Sample:5110400, GPixel:2.71e-03, dT:0.0035, rT:0.3691 +24-08-11 06:10:58.686 : ../models/spf_lut_x4_1sam | Iter:159800, Sample:5113600, GPixel:2.76e-03, dT:0.0035, rT:0.3689 +24-08-11 06:11:42.382 : ../models/spf_lut_x4_1sam | Iter:159900, Sample:5116800, GPixel:2.59e-03, dT:0.0035, rT:0.3691 +24-08-11 06:12:27.328 : ../models/spf_lut_x4_1sam | Iter:160000, Sample:5120000, GPixel:2.62e-03, dT:0.0056, rT:0.3786 +24-08-11 06:12:27.404 : Checkpoint saved 160000 +24-08-11 06:12:28.642 : Iter 160000 | Dataset Set5 | AVG Val PSNR: 31.047917 +24-08-11 06:12:32.652 : Iter 160000 | Dataset Set14 | AVG Val PSNR: 27.924352 +24-08-11 06:13:17.622 : ../models/spf_lut_x4_1sam | Iter:160100, Sample:5123200, GPixel:2.68e-03, dT:0.0063, rT:0.3780 +24-08-11 06:14:01.314 : ../models/spf_lut_x4_1sam | Iter:160200, Sample:5126400, GPixel:2.71e-03, dT:0.0036, rT:0.3692 +24-08-11 06:14:45.052 : ../models/spf_lut_x4_1sam | Iter:160300, Sample:5129600, GPixel:2.65e-03, dT:0.0036, rT:0.3697 +24-08-11 06:15:28.841 : ../models/spf_lut_x4_1sam | Iter:160400, Sample:5132800, GPixel:2.83e-03, dT:0.0039, rT:0.3698 +24-08-11 06:16:12.575 : ../models/spf_lut_x4_1sam | Iter:160500, Sample:5136000, GPixel:2.70e-03, dT:0.0035, rT:0.3699 +24-08-11 06:16:56.292 : ../models/spf_lut_x4_1sam | Iter:160600, Sample:5139200, GPixel:2.70e-03, dT:0.0036, rT:0.3697 +24-08-11 06:17:39.998 : ../models/spf_lut_x4_1sam | Iter:160700, Sample:5142400, GPixel:2.76e-03, dT:0.0035, rT:0.3693 +24-08-11 06:18:23.734 : ../models/spf_lut_x4_1sam | Iter:160800, Sample:5145600, GPixel:2.66e-03, dT:0.0037, rT:0.3679 +24-08-11 06:19:07.437 : ../models/spf_lut_x4_1sam | Iter:160900, Sample:5148800, GPixel:2.70e-03, dT:0.0036, rT:0.3694 +24-08-11 06:19:51.128 : ../models/spf_lut_x4_1sam | Iter:161000, Sample:5152000, GPixel:2.84e-03, dT:0.0035, rT:0.3692 +24-08-11 06:20:36.827 : ../models/spf_lut_x4_1sam | Iter:161100, Sample:5155200, GPixel:2.70e-03, dT:0.0068, rT:0.3836 +24-08-11 06:21:20.548 : ../models/spf_lut_x4_1sam | Iter:161200, Sample:5158400, GPixel:2.57e-03, dT:0.0038, rT:0.3685 +24-08-11 06:22:04.251 : ../models/spf_lut_x4_1sam | Iter:161300, Sample:5161600, GPixel:2.60e-03, dT:0.0036, rT:0.3693 +24-08-11 06:22:47.962 : ../models/spf_lut_x4_1sam | Iter:161400, Sample:5164800, GPixel:2.62e-03, dT:0.0035, rT:0.3693 +24-08-11 06:23:31.669 : ../models/spf_lut_x4_1sam | Iter:161500, Sample:5168000, GPixel:2.71e-03, dT:0.0036, rT:0.3688 +24-08-11 06:24:15.384 : ../models/spf_lut_x4_1sam | Iter:161600, Sample:5171200, GPixel:2.69e-03, dT:0.0036, rT:0.3694 +24-08-11 06:24:59.097 : ../models/spf_lut_x4_1sam | Iter:161700, Sample:5174400, GPixel:2.76e-03, dT:0.0036, rT:0.3690 +24-08-11 06:25:42.837 : ../models/spf_lut_x4_1sam | Iter:161800, Sample:5177600, GPixel:2.78e-03, dT:0.0036, rT:0.3694 +24-08-11 06:26:26.566 : ../models/spf_lut_x4_1sam | Iter:161900, Sample:5180800, GPixel:2.72e-03, dT:0.0036, rT:0.3689 +24-08-11 06:27:10.319 : ../models/spf_lut_x4_1sam | Iter:162000, Sample:5184000, GPixel:2.68e-03, dT:0.0039, rT:0.3683 +24-08-11 06:27:10.367 : Checkpoint saved 162000 +24-08-11 06:27:10.969 : Iter 162000 | Dataset Set5 | AVG Val PSNR: 31.067865 +24-08-11 06:27:13.663 : Iter 162000 | Dataset Set14 | AVG Val PSNR: 27.941244 +24-08-11 06:28:00.075 : ../models/spf_lut_x4_1sam | Iter:162100, Sample:5187200, GPixel:2.70e-03, dT:0.0060, rT:0.3915 +24-08-11 06:28:44.065 : ../models/spf_lut_x4_1sam | Iter:162200, Sample:5190400, GPixel:2.62e-03, dT:0.0039, rT:0.3706 +24-08-11 06:29:27.760 : ../models/spf_lut_x4_1sam | Iter:162300, Sample:5193600, GPixel:2.60e-03, dT:0.0036, rT:0.3693 +24-08-11 06:30:11.491 : ../models/spf_lut_x4_1sam | Iter:162400, Sample:5196800, GPixel:2.61e-03, dT:0.0036, rT:0.3690 +24-08-11 06:30:55.219 : ../models/spf_lut_x4_1sam | Iter:162500, Sample:5200000, GPixel:2.65e-03, dT:0.0036, rT:0.3694 +24-08-11 06:31:38.942 : ../models/spf_lut_x4_1sam | Iter:162600, Sample:5203200, GPixel:2.88e-03, dT:0.0038, rT:0.3694 +24-08-11 06:32:22.652 : ../models/spf_lut_x4_1sam | Iter:162700, Sample:5206400, GPixel:2.81e-03, dT:0.0037, rT:0.3693 +24-08-11 06:33:06.332 : ../models/spf_lut_x4_1sam | Iter:162800, Sample:5209600, GPixel:2.76e-03, dT:0.0035, rT:0.3687 +24-08-11 06:33:49.987 : ../models/spf_lut_x4_1sam | Iter:162900, Sample:5212800, GPixel:2.77e-03, dT:0.0035, rT:0.3688 +24-08-11 06:34:33.658 : ../models/spf_lut_x4_1sam | Iter:163000, Sample:5216000, GPixel:2.74e-03, dT:0.0037, rT:0.3687 +24-08-11 06:35:17.706 : ../models/spf_lut_x4_1sam | Iter:163100, Sample:5219200, GPixel:2.69e-03, dT:0.0048, rT:0.3718 +24-08-11 06:36:03.383 : ../models/spf_lut_x4_1sam | Iter:163200, Sample:5222400, GPixel:2.63e-03, dT:0.0069, rT:0.3824 +24-08-11 06:36:47.052 : ../models/spf_lut_x4_1sam | Iter:163300, Sample:5225600, GPixel:2.62e-03, dT:0.0036, rT:0.3693 +24-08-11 06:37:30.717 : ../models/spf_lut_x4_1sam | Iter:163400, Sample:5228800, GPixel:2.73e-03, dT:0.0036, rT:0.3691 +24-08-11 06:38:14.398 : ../models/spf_lut_x4_1sam | Iter:163500, Sample:5232000, GPixel:2.74e-03, dT:0.0036, rT:0.3692 +24-08-11 06:38:58.090 : ../models/spf_lut_x4_1sam | Iter:163600, Sample:5235200, GPixel:2.78e-03, dT:0.0035, rT:0.3686 +24-08-11 06:39:41.790 : ../models/spf_lut_x4_1sam | Iter:163700, Sample:5238400, GPixel:2.68e-03, dT:0.0036, rT:0.3688 +24-08-11 06:40:25.497 : ../models/spf_lut_x4_1sam | Iter:163800, Sample:5241600, GPixel:2.76e-03, dT:0.0036, rT:0.3693 +24-08-11 06:41:09.183 : ../models/spf_lut_x4_1sam | Iter:163900, Sample:5244800, GPixel:2.78e-03, dT:0.0034, rT:0.3694 +24-08-11 06:41:52.899 : ../models/spf_lut_x4_1sam | Iter:164000, Sample:5248000, GPixel:2.78e-03, dT:0.0038, rT:0.3693 +24-08-11 06:41:52.948 : Checkpoint saved 164000 +24-08-11 06:41:53.546 : Iter 164000 | Dataset Set5 | AVG Val PSNR: 31.093258 +24-08-11 06:41:56.146 : Iter 164000 | Dataset Set14 | AVG Val PSNR: 27.942848 +24-08-11 06:42:39.722 : ../models/spf_lut_x4_1sam | Iter:164100, Sample:5251200, GPixel:2.76e-03, dT:0.0036, rT:0.3674 +24-08-11 06:43:25.887 : ../models/spf_lut_x4_1sam | Iter:164200, Sample:5254400, GPixel:2.59e-03, dT:0.0078, rT:0.3856 +24-08-11 06:44:09.566 : ../models/spf_lut_x4_1sam | Iter:164300, Sample:5257600, GPixel:2.58e-03, dT:0.0040, rT:0.3676 +24-08-11 06:44:53.261 : ../models/spf_lut_x4_1sam | Iter:164400, Sample:5260800, GPixel:2.80e-03, dT:0.0035, rT:0.3684 +24-08-11 06:45:36.943 : ../models/spf_lut_x4_1sam | Iter:164500, Sample:5264000, GPixel:2.77e-03, dT:0.0035, rT:0.3693 +24-08-11 06:46:20.656 : ../models/spf_lut_x4_1sam | Iter:164600, Sample:5267200, GPixel:2.72e-03, dT:0.0036, rT:0.3695 +24-08-11 06:47:04.379 : ../models/spf_lut_x4_1sam | Iter:164700, Sample:5270400, GPixel:2.73e-03, dT:0.0038, rT:0.3684 +24-08-11 06:47:48.076 : ../models/spf_lut_x4_1sam | Iter:164800, Sample:5273600, GPixel:2.63e-03, dT:0.0036, rT:0.3691 +24-08-11 06:48:31.734 : ../models/spf_lut_x4_1sam | Iter:164900, Sample:5276800, GPixel:2.77e-03, dT:0.0036, rT:0.3688 +24-08-11 06:49:15.404 : ../models/spf_lut_x4_1sam | Iter:165000, Sample:5280000, GPixel:2.66e-03, dT:0.0038, rT:0.3685 +24-08-11 06:49:59.027 : ../models/spf_lut_x4_1sam | Iter:165100, Sample:5283200, GPixel:2.64e-03, dT:0.0035, rT:0.3686 +24-08-11 06:50:43.737 : ../models/spf_lut_x4_1sam | Iter:165200, Sample:5286400, GPixel:2.71e-03, dT:0.0056, rT:0.3765 +24-08-11 06:51:28.333 : ../models/spf_lut_x4_1sam | Iter:165300, Sample:5289600, GPixel:2.67e-03, dT:0.0051, rT:0.3751 +24-08-11 06:52:12.053 : ../models/spf_lut_x4_1sam | Iter:165400, Sample:5292800, GPixel:2.65e-03, dT:0.0037, rT:0.3687 +24-08-11 06:52:55.807 : ../models/spf_lut_x4_1sam | Iter:165500, Sample:5296000, GPixel:2.75e-03, dT:0.0040, rT:0.3691 +24-08-11 06:53:39.518 : ../models/spf_lut_x4_1sam | Iter:165600, Sample:5299200, GPixel:2.80e-03, dT:0.0036, rT:0.3689 +24-08-11 06:54:23.224 : ../models/spf_lut_x4_1sam | Iter:165700, Sample:5302400, GPixel:2.73e-03, dT:0.0035, rT:0.3693 +24-08-11 06:55:06.954 : ../models/spf_lut_x4_1sam | Iter:165800, Sample:5305600, GPixel:2.68e-03, dT:0.0034, rT:0.3695 +24-08-11 06:55:50.676 : ../models/spf_lut_x4_1sam | Iter:165900, Sample:5308800, GPixel:2.65e-03, dT:0.0036, rT:0.3685 +24-08-11 06:56:34.398 : ../models/spf_lut_x4_1sam | Iter:166000, Sample:5312000, GPixel:2.56e-03, dT:0.0037, rT:0.3694 +24-08-11 06:56:34.446 : Checkpoint saved 166000 +24-08-11 06:56:35.062 : Iter 166000 | Dataset Set5 | AVG Val PSNR: 31.081184 +24-08-11 06:56:37.751 : Iter 166000 | Dataset Set14 | AVG Val PSNR: 27.937120 +24-08-11 06:57:21.331 : ../models/spf_lut_x4_1sam | Iter:166100, Sample:5315200, GPixel:2.82e-03, dT:0.0036, rT:0.3683 +24-08-11 06:58:04.925 : ../models/spf_lut_x4_1sam | Iter:166200, Sample:5318400, GPixel:2.81e-03, dT:0.0038, rT:0.3678 +24-08-11 06:58:51.340 : ../models/spf_lut_x4_1sam | Iter:166300, Sample:5321600, GPixel:2.68e-03, dT:0.0073, rT:0.3904 +24-08-11 06:59:34.994 : ../models/spf_lut_x4_1sam | Iter:166400, Sample:5324800, GPixel:2.73e-03, dT:0.0038, rT:0.3682 +24-08-11 07:00:18.728 : ../models/spf_lut_x4_1sam | Iter:166500, Sample:5328000, GPixel:2.80e-03, dT:0.0037, rT:0.3693 +24-08-11 07:01:02.478 : ../models/spf_lut_x4_1sam | Iter:166600, Sample:5331200, GPixel:2.72e-03, dT:0.0037, rT:0.3695 +24-08-11 07:01:46.164 : ../models/spf_lut_x4_1sam | Iter:166700, Sample:5334400, GPixel:2.69e-03, dT:0.0035, rT:0.3686 +24-08-11 07:02:29.841 : ../models/spf_lut_x4_1sam | Iter:166800, Sample:5337600, GPixel:2.76e-03, dT:0.0034, rT:0.3695 +24-08-11 07:03:13.534 : ../models/spf_lut_x4_1sam | Iter:166900, Sample:5340800, GPixel:2.63e-03, dT:0.0036, rT:0.3691 +24-08-11 07:03:57.210 : ../models/spf_lut_x4_1sam | Iter:167000, Sample:5344000, GPixel:2.67e-03, dT:0.0036, rT:0.3686 +24-08-11 07:04:40.847 : ../models/spf_lut_x4_1sam | Iter:167100, Sample:5347200, GPixel:2.73e-03, dT:0.0035, rT:0.3687 +24-08-11 07:05:24.479 : ../models/spf_lut_x4_1sam | Iter:167200, Sample:5350400, GPixel:2.69e-03, dT:0.0035, rT:0.3687 +24-08-11 07:06:09.797 : ../models/spf_lut_x4_1sam | Iter:167300, Sample:5353600, GPixel:2.80e-03, dT:0.0061, rT:0.3826 +24-08-11 07:06:53.968 : ../models/spf_lut_x4_1sam | Iter:167400, Sample:5356800, GPixel:2.75e-03, dT:0.0043, rT:0.3720 +24-08-11 07:07:37.671 : ../models/spf_lut_x4_1sam | Iter:167500, Sample:5360000, GPixel:2.62e-03, dT:0.0036, rT:0.3694 +24-08-11 07:08:21.382 : ../models/spf_lut_x4_1sam | Iter:167600, Sample:5363200, GPixel:2.66e-03, dT:0.0036, rT:0.3693 +24-08-11 07:09:05.146 : ../models/spf_lut_x4_1sam | Iter:167700, Sample:5366400, GPixel:2.70e-03, dT:0.0037, rT:0.3699 +24-08-11 07:09:48.907 : ../models/spf_lut_x4_1sam | Iter:167800, Sample:5369600, GPixel:2.74e-03, dT:0.0037, rT:0.3696 +24-08-11 07:10:32.657 : ../models/spf_lut_x4_1sam | Iter:167900, Sample:5372800, GPixel:2.63e-03, dT:0.0037, rT:0.3699 +24-08-11 07:11:16.407 : ../models/spf_lut_x4_1sam | Iter:168000, Sample:5376000, GPixel:2.73e-03, dT:0.0037, rT:0.3696 +24-08-11 07:11:16.455 : Checkpoint saved 168000 +24-08-11 07:11:17.047 : Iter 168000 | Dataset Set5 | AVG Val PSNR: 31.044600 +24-08-11 07:11:19.773 : Iter 168000 | Dataset Set14 | AVG Val PSNR: 27.923795 +24-08-11 07:12:03.349 : ../models/spf_lut_x4_1sam | Iter:168100, Sample:5379200, GPixel:2.79e-03, dT:0.0035, rT:0.3684 +24-08-11 07:12:46.947 : ../models/spf_lut_x4_1sam | Iter:168200, Sample:5382400, GPixel:2.55e-03, dT:0.0035, rT:0.3687 +24-08-11 07:13:31.121 : ../models/spf_lut_x4_1sam | Iter:168300, Sample:5385600, GPixel:2.61e-03, dT:0.0050, rT:0.3726 +24-08-11 07:14:16.405 : ../models/spf_lut_x4_1sam | Iter:168400, Sample:5388800, GPixel:2.57e-03, dT:0.0060, rT:0.3802 +24-08-11 07:15:00.047 : ../models/spf_lut_x4_1sam | Iter:168500, Sample:5392000, GPixel:2.78e-03, dT:0.0035, rT:0.3675 +24-08-11 07:15:43.741 : ../models/spf_lut_x4_1sam | Iter:168600, Sample:5395200, GPixel:2.71e-03, dT:0.0035, rT:0.3675 +24-08-11 07:16:27.440 : ../models/spf_lut_x4_1sam | Iter:168700, Sample:5398400, GPixel:2.67e-03, dT:0.0036, rT:0.3694 +24-08-11 07:17:11.155 : ../models/spf_lut_x4_1sam | Iter:168800, Sample:5401600, GPixel:2.81e-03, dT:0.0035, rT:0.3696 +24-08-11 07:17:54.818 : ../models/spf_lut_x4_1sam | Iter:168900, Sample:5404800, GPixel:2.54e-03, dT:0.0035, rT:0.3693 +24-08-11 07:18:38.515 : ../models/spf_lut_x4_1sam | Iter:169000, Sample:5408000, GPixel:2.60e-03, dT:0.0038, rT:0.3687 +24-08-11 07:19:22.236 : ../models/spf_lut_x4_1sam | Iter:169100, Sample:5411200, GPixel:2.75e-03, dT:0.0040, rT:0.3681 +24-08-11 07:20:05.906 : ../models/spf_lut_x4_1sam | Iter:169200, Sample:5414400, GPixel:2.60e-03, dT:0.0037, rT:0.3692 +24-08-11 07:20:49.573 : ../models/spf_lut_x4_1sam | Iter:169300, Sample:5417600, GPixel:2.73e-03, dT:0.0037, rT:0.3690 +24-08-11 07:21:36.150 : ../models/spf_lut_x4_1sam | Iter:169400, Sample:5420800, GPixel:2.60e-03, dT:0.0077, rT:0.3914 +24-08-11 07:22:19.779 : ../models/spf_lut_x4_1sam | Iter:169500, Sample:5424000, GPixel:2.61e-03, dT:0.0036, rT:0.3677 +24-08-11 07:23:03.472 : ../models/spf_lut_x4_1sam | Iter:169600, Sample:5427200, GPixel:2.73e-03, dT:0.0036, rT:0.3681 +24-08-11 07:23:47.182 : ../models/spf_lut_x4_1sam | Iter:169700, Sample:5430400, GPixel:2.67e-03, dT:0.0037, rT:0.3686 +24-08-11 07:24:30.879 : ../models/spf_lut_x4_1sam | Iter:169800, Sample:5433600, GPixel:2.83e-03, dT:0.0035, rT:0.3689 +24-08-11 07:25:14.606 : ../models/spf_lut_x4_1sam | Iter:169900, Sample:5436800, GPixel:2.69e-03, dT:0.0038, rT:0.3694 +24-08-11 07:25:58.366 : ../models/spf_lut_x4_1sam | Iter:170000, Sample:5440000, GPixel:2.67e-03, dT:0.0039, rT:0.3699 +24-08-11 07:25:58.414 : Checkpoint saved 170000 +24-08-11 07:25:59.005 : Iter 170000 | Dataset Set5 | AVG Val PSNR: 31.070101 +24-08-11 07:26:01.700 : Iter 170000 | Dataset Set14 | AVG Val PSNR: 27.937071 +24-08-11 07:26:45.258 : ../models/spf_lut_x4_1sam | Iter:170100, Sample:5443200, GPixel:2.63e-03, dT:0.0037, rT:0.3675 +24-08-11 07:27:28.955 : ../models/spf_lut_x4_1sam | Iter:170200, Sample:5446400, GPixel:2.64e-03, dT:0.0038, rT:0.3687 +24-08-11 07:28:12.643 : ../models/spf_lut_x4_1sam | Iter:170300, Sample:5449600, GPixel:2.70e-03, dT:0.0036, rT:0.3691 +24-08-11 07:28:57.451 : ../models/spf_lut_x4_1sam | Iter:170400, Sample:5452800, GPixel:2.59e-03, dT:0.0050, rT:0.3781 +24-08-11 07:29:42.450 : ../models/spf_lut_x4_1sam | Iter:170500, Sample:5456000, GPixel:2.68e-03, dT:0.0053, rT:0.3788 +24-08-11 07:30:26.106 : ../models/spf_lut_x4_1sam | Iter:170600, Sample:5459200, GPixel:2.81e-03, dT:0.0035, rT:0.3692 +24-08-11 07:31:09.784 : ../models/spf_lut_x4_1sam | Iter:170700, Sample:5462400, GPixel:2.71e-03, dT:0.0036, rT:0.3684 +24-08-11 07:31:53.475 : ../models/spf_lut_x4_1sam | Iter:170800, Sample:5465600, GPixel:2.65e-03, dT:0.0037, rT:0.3687 +24-08-11 07:32:37.194 : ../models/spf_lut_x4_1sam | Iter:170900, Sample:5468800, GPixel:2.74e-03, dT:0.0039, rT:0.3692 +24-08-11 07:33:20.841 : ../models/spf_lut_x4_1sam | Iter:171000, Sample:5472000, GPixel:2.52e-03, dT:0.0035, rT:0.3689 +24-08-11 07:34:04.524 : ../models/spf_lut_x4_1sam | Iter:171100, Sample:5475200, GPixel:2.66e-03, dT:0.0036, rT:0.3692 +24-08-11 07:34:48.257 : ../models/spf_lut_x4_1sam | Iter:171200, Sample:5478400, GPixel:2.66e-03, dT:0.0039, rT:0.3690 +24-08-11 07:35:31.945 : ../models/spf_lut_x4_1sam | Iter:171300, Sample:5481600, GPixel:2.75e-03, dT:0.0035, rT:0.3684 +24-08-11 07:36:15.645 : ../models/spf_lut_x4_1sam | Iter:171400, Sample:5484800, GPixel:2.63e-03, dT:0.0035, rT:0.3692 +24-08-11 07:37:01.706 : ../models/spf_lut_x4_1sam | Iter:171500, Sample:5488000, GPixel:2.68e-03, dT:0.0076, rT:0.3862 +24-08-11 07:37:45.427 : ../models/spf_lut_x4_1sam | Iter:171600, Sample:5491200, GPixel:2.69e-03, dT:0.0037, rT:0.3659 +24-08-11 07:38:29.165 : ../models/spf_lut_x4_1sam | Iter:171700, Sample:5494400, GPixel:2.60e-03, dT:0.0036, rT:0.3691 +24-08-11 07:39:12.918 : ../models/spf_lut_x4_1sam | Iter:171800, Sample:5497600, GPixel:2.48e-03, dT:0.0039, rT:0.3691 +24-08-11 07:39:56.648 : ../models/spf_lut_x4_1sam | Iter:171900, Sample:5500800, GPixel:2.58e-03, dT:0.0039, rT:0.3695 +24-08-11 07:40:40.320 : ../models/spf_lut_x4_1sam | Iter:172000, Sample:5504000, GPixel:2.61e-03, dT:0.0035, rT:0.3690 +24-08-11 07:40:40.368 : Checkpoint saved 172000 +24-08-11 07:40:40.962 : Iter 172000 | Dataset Set5 | AVG Val PSNR: 31.055272 +24-08-11 07:40:43.656 : Iter 172000 | Dataset Set14 | AVG Val PSNR: 27.932735 +24-08-11 07:41:27.177 : ../models/spf_lut_x4_1sam | Iter:172100, Sample:5507200, GPixel:2.76e-03, dT:0.0034, rT:0.3650 +24-08-11 07:42:10.830 : ../models/spf_lut_x4_1sam | Iter:172200, Sample:5510400, GPixel:2.70e-03, dT:0.0037, rT:0.3669 +24-08-11 07:42:54.485 : ../models/spf_lut_x4_1sam | Iter:172300, Sample:5513600, GPixel:2.67e-03, dT:0.0036, rT:0.3679 +24-08-11 07:43:38.117 : ../models/spf_lut_x4_1sam | Iter:172400, Sample:5516800, GPixel:2.65e-03, dT:0.0035, rT:0.3679 +24-08-11 07:44:23.686 : ../models/spf_lut_x4_1sam | Iter:172500, Sample:5520000, GPixel:2.66e-03, dT:0.0063, rT:0.3842 +24-08-11 07:45:08.093 : ../models/spf_lut_x4_1sam | Iter:172600, Sample:5523200, GPixel:2.60e-03, dT:0.0046, rT:0.3746 +24-08-11 07:45:51.732 : ../models/spf_lut_x4_1sam | Iter:172700, Sample:5526400, GPixel:2.71e-03, dT:0.0036, rT:0.3684 +24-08-11 07:46:35.390 : ../models/spf_lut_x4_1sam | Iter:172800, Sample:5529600, GPixel:2.76e-03, dT:0.0035, rT:0.3689 +24-08-11 07:47:19.070 : ../models/spf_lut_x4_1sam | Iter:172900, Sample:5532800, GPixel:2.69e-03, dT:0.0037, rT:0.3692 +24-08-11 07:48:02.746 : ../models/spf_lut_x4_1sam | Iter:173000, Sample:5536000, GPixel:2.75e-03, dT:0.0035, rT:0.3693 +24-08-11 07:48:46.446 : ../models/spf_lut_x4_1sam | Iter:173100, Sample:5539200, GPixel:2.76e-03, dT:0.0038, rT:0.3689 +24-08-11 07:49:30.122 : ../models/spf_lut_x4_1sam | Iter:173200, Sample:5542400, GPixel:2.73e-03, dT:0.0035, rT:0.3691 +24-08-11 07:50:13.798 : ../models/spf_lut_x4_1sam | Iter:173300, Sample:5545600, GPixel:2.69e-03, dT:0.0035, rT:0.3696 +24-08-11 07:50:57.527 : ../models/spf_lut_x4_1sam | Iter:173400, Sample:5548800, GPixel:2.58e-03, dT:0.0038, rT:0.3692 +24-08-11 07:51:41.363 : ../models/spf_lut_x4_1sam | Iter:173500, Sample:5552000, GPixel:2.78e-03, dT:0.0042, rT:0.3702 +24-08-11 07:52:27.866 : ../models/spf_lut_x4_1sam | Iter:173600, Sample:5555200, GPixel:2.72e-03, dT:0.0063, rT:0.3928 +24-08-11 07:53:11.551 : ../models/spf_lut_x4_1sam | Iter:173700, Sample:5558400, GPixel:2.63e-03, dT:0.0035, rT:0.3697 +24-08-11 07:53:55.247 : ../models/spf_lut_x4_1sam | Iter:173800, Sample:5561600, GPixel:2.59e-03, dT:0.0036, rT:0.3688 +24-08-11 07:54:38.960 : ../models/spf_lut_x4_1sam | Iter:173900, Sample:5564800, GPixel:2.82e-03, dT:0.0035, rT:0.3692 +24-08-11 07:55:22.677 : ../models/spf_lut_x4_1sam | Iter:174000, Sample:5568000, GPixel:2.61e-03, dT:0.0036, rT:0.3687 +24-08-11 07:55:22.727 : Checkpoint saved 174000 +24-08-11 07:55:23.330 : Iter 174000 | Dataset Set5 | AVG Val PSNR: 31.057748 +24-08-11 07:55:25.964 : Iter 174000 | Dataset Set14 | AVG Val PSNR: 27.938966 +24-08-11 07:56:09.496 : ../models/spf_lut_x4_1sam | Iter:174100, Sample:5571200, GPixel:2.61e-03, dT:0.0036, rT:0.3673 +24-08-11 07:56:53.161 : ../models/spf_lut_x4_1sam | Iter:174200, Sample:5574400, GPixel:2.79e-03, dT:0.0037, rT:0.3687 +24-08-11 07:57:36.804 : ../models/spf_lut_x4_1sam | Iter:174300, Sample:5577600, GPixel:2.59e-03, dT:0.0036, rT:0.3691 +24-08-11 07:58:20.425 : ../models/spf_lut_x4_1sam | Iter:174400, Sample:5580800, GPixel:2.70e-03, dT:0.0035, rT:0.3691 +24-08-11 07:59:04.060 : ../models/spf_lut_x4_1sam | Iter:174500, Sample:5584000, GPixel:2.71e-03, dT:0.0037, rT:0.3685 +24-08-11 07:59:50.352 : ../models/spf_lut_x4_1sam | Iter:174600, Sample:5587200, GPixel:2.69e-03, dT:0.0076, rT:0.3867 +24-08-11 08:00:34.042 : ../models/spf_lut_x4_1sam | Iter:174700, Sample:5590400, GPixel:2.71e-03, dT:0.0038, rT:0.3677 +24-08-11 08:01:17.722 : ../models/spf_lut_x4_1sam | Iter:174800, Sample:5593600, GPixel:2.67e-03, dT:0.0036, rT:0.3683 +24-08-11 08:02:01.443 : ../models/spf_lut_x4_1sam | Iter:174900, Sample:5596800, GPixel:2.71e-03, dT:0.0037, rT:0.3693 +24-08-11 08:02:45.151 : ../models/spf_lut_x4_1sam | Iter:175000, Sample:5600000, GPixel:2.67e-03, dT:0.0036, rT:0.3698 +24-08-11 08:03:28.836 : ../models/spf_lut_x4_1sam | Iter:175100, Sample:5603200, GPixel:2.75e-03, dT:0.0034, rT:0.3694 +24-08-11 08:04:12.526 : ../models/spf_lut_x4_1sam | Iter:175200, Sample:5606400, GPixel:2.67e-03, dT:0.0035, rT:0.3680 +24-08-11 08:04:56.239 : ../models/spf_lut_x4_1sam | Iter:175300, Sample:5609600, GPixel:2.67e-03, dT:0.0038, rT:0.3680 +24-08-11 08:05:39.965 : ../models/spf_lut_x4_1sam | Iter:175400, Sample:5612800, GPixel:2.68e-03, dT:0.0036, rT:0.3695 +24-08-11 08:06:23.646 : ../models/spf_lut_x4_1sam | Iter:175500, Sample:5616000, GPixel:2.68e-03, dT:0.0036, rT:0.3666 +24-08-11 08:07:08.128 : ../models/spf_lut_x4_1sam | Iter:175600, Sample:5619200, GPixel:2.71e-03, dT:0.0042, rT:0.3757 +24-08-11 08:07:52.933 : ../models/spf_lut_x4_1sam | Iter:175700, Sample:5622400, GPixel:2.80e-03, dT:0.0052, rT:0.3786 +24-08-11 08:08:36.644 : ../models/spf_lut_x4_1sam | Iter:175800, Sample:5625600, GPixel:2.65e-03, dT:0.0036, rT:0.3675 +24-08-11 08:09:20.319 : ../models/spf_lut_x4_1sam | Iter:175900, Sample:5628800, GPixel:2.73e-03, dT:0.0035, rT:0.3677 +24-08-11 08:10:04.044 : ../models/spf_lut_x4_1sam | Iter:176000, Sample:5632000, GPixel:2.71e-03, dT:0.0037, rT:0.3688 +24-08-11 08:10:04.093 : Checkpoint saved 176000 +24-08-11 08:10:04.691 : Iter 176000 | Dataset Set5 | AVG Val PSNR: 31.080519 +24-08-11 08:10:07.385 : Iter 176000 | Dataset Set14 | AVG Val PSNR: 27.941428 +24-08-11 08:10:51.006 : ../models/spf_lut_x4_1sam | Iter:176100, Sample:5635200, GPixel:2.77e-03, dT:0.0038, rT:0.3686 +24-08-11 08:11:34.640 : ../models/spf_lut_x4_1sam | Iter:176200, Sample:5638400, GPixel:2.65e-03, dT:0.0036, rT:0.3690 +24-08-11 08:12:18.291 : ../models/spf_lut_x4_1sam | Iter:176300, Sample:5641600, GPixel:2.65e-03, dT:0.0037, rT:0.3690 +24-08-11 08:13:01.920 : ../models/spf_lut_x4_1sam | Iter:176400, Sample:5644800, GPixel:2.71e-03, dT:0.0035, rT:0.3686 +24-08-11 08:13:45.578 : ../models/spf_lut_x4_1sam | Iter:176500, Sample:5648000, GPixel:2.71e-03, dT:0.0037, rT:0.3685 +24-08-11 08:14:29.254 : ../models/spf_lut_x4_1sam | Iter:176600, Sample:5651200, GPixel:2.70e-03, dT:0.0037, rT:0.3675 +24-08-11 08:15:15.164 : ../models/spf_lut_x4_1sam | Iter:176700, Sample:5654400, GPixel:2.67e-03, dT:0.0076, rT:0.3860 +24-08-11 08:15:58.847 : ../models/spf_lut_x4_1sam | Iter:176800, Sample:5657600, GPixel:2.76e-03, dT:0.0038, rT:0.3686 +24-08-11 08:16:42.512 : ../models/spf_lut_x4_1sam | Iter:176900, Sample:5660800, GPixel:2.72e-03, dT:0.0035, rT:0.3693 +24-08-11 08:17:26.189 : ../models/spf_lut_x4_1sam | Iter:177000, Sample:5664000, GPixel:2.70e-03, dT:0.0034, rT:0.3693 +24-08-11 08:18:09.835 : ../models/spf_lut_x4_1sam | Iter:177100, Sample:5667200, GPixel:2.80e-03, dT:0.0034, rT:0.3688 +24-08-11 08:18:53.497 : ../models/spf_lut_x4_1sam | Iter:177200, Sample:5670400, GPixel:2.62e-03, dT:0.0034, rT:0.3669 +24-08-11 08:19:37.142 : ../models/spf_lut_x4_1sam | Iter:177300, Sample:5673600, GPixel:2.60e-03, dT:0.0034, rT:0.3655 +24-08-11 08:20:20.833 : ../models/spf_lut_x4_1sam | Iter:177400, Sample:5676800, GPixel:2.89e-03, dT:0.0035, rT:0.3688 +24-08-11 08:21:04.509 : ../models/spf_lut_x4_1sam | Iter:177500, Sample:5680000, GPixel:2.64e-03, dT:0.0037, rT:0.3689 +24-08-11 08:21:48.156 : ../models/spf_lut_x4_1sam | Iter:177600, Sample:5683200, GPixel:2.66e-03, dT:0.0035, rT:0.3686 +24-08-11 08:22:33.561 : ../models/spf_lut_x4_1sam | Iter:177700, Sample:5686400, GPixel:2.71e-03, dT:0.0065, rT:0.3824 +24-08-11 08:23:18.004 : ../models/spf_lut_x4_1sam | Iter:177800, Sample:5689600, GPixel:2.72e-03, dT:0.0045, rT:0.3729 +24-08-11 08:24:01.685 : ../models/spf_lut_x4_1sam | Iter:177900, Sample:5692800, GPixel:2.68e-03, dT:0.0036, rT:0.3693 +24-08-11 08:24:45.354 : ../models/spf_lut_x4_1sam | Iter:178000, Sample:5696000, GPixel:2.67e-03, dT:0.0036, rT:0.3688 +24-08-11 08:24:45.403 : Checkpoint saved 178000 +24-08-11 08:24:46.000 : Iter 178000 | Dataset Set5 | AVG Val PSNR: 31.088553 +24-08-11 08:24:48.695 : Iter 178000 | Dataset Set14 | AVG Val PSNR: 27.939099 +24-08-11 08:25:32.331 : ../models/spf_lut_x4_1sam | Iter:178100, Sample:5699200, GPixel:2.75e-03, dT:0.0036, rT:0.3690 +24-08-11 08:26:15.986 : ../models/spf_lut_x4_1sam | Iter:178200, Sample:5702400, GPixel:2.75e-03, dT:0.0037, rT:0.3693 +24-08-11 08:26:59.643 : ../models/spf_lut_x4_1sam | Iter:178300, Sample:5705600, GPixel:2.75e-03, dT:0.0037, rT:0.3680 +24-08-11 08:27:43.261 : ../models/spf_lut_x4_1sam | Iter:178400, Sample:5708800, GPixel:2.71e-03, dT:0.0035, rT:0.3686 +24-08-11 08:28:26.903 : ../models/spf_lut_x4_1sam | Iter:178500, Sample:5712000, GPixel:2.65e-03, dT:0.0038, rT:0.3682 +24-08-11 08:29:10.555 : ../models/spf_lut_x4_1sam | Iter:178600, Sample:5715200, GPixel:2.76e-03, dT:0.0036, rT:0.3680 +24-08-11 08:29:54.479 : ../models/spf_lut_x4_1sam | Iter:178700, Sample:5718400, GPixel:2.76e-03, dT:0.0040, rT:0.3689 +24-08-11 08:30:40.198 : ../models/spf_lut_x4_1sam | Iter:178800, Sample:5721600, GPixel:2.74e-03, dT:0.0067, rT:0.3837 +24-08-11 08:31:23.853 : ../models/spf_lut_x4_1sam | Iter:178900, Sample:5724800, GPixel:2.63e-03, dT:0.0035, rT:0.3693 +24-08-11 08:32:07.513 : ../models/spf_lut_x4_1sam | Iter:179000, Sample:5728000, GPixel:2.76e-03, dT:0.0035, rT:0.3687 +24-08-11 08:32:51.189 : ../models/spf_lut_x4_1sam | Iter:179100, Sample:5731200, GPixel:2.74e-03, dT:0.0036, rT:0.3684 +24-08-11 08:33:34.867 : ../models/spf_lut_x4_1sam | Iter:179200, Sample:5734400, GPixel:2.65e-03, dT:0.0034, rT:0.3685 +24-08-11 08:34:18.563 : ../models/spf_lut_x4_1sam | Iter:179300, Sample:5737600, GPixel:2.70e-03, dT:0.0038, rT:0.3688 +24-08-11 08:35:02.260 : ../models/spf_lut_x4_1sam | Iter:179400, Sample:5740800, GPixel:2.66e-03, dT:0.0035, rT:0.3694 +24-08-11 08:35:45.922 : ../models/spf_lut_x4_1sam | Iter:179500, Sample:5744000, GPixel:2.71e-03, dT:0.0033, rT:0.3696 +24-08-11 08:36:29.670 : ../models/spf_lut_x4_1sam | Iter:179600, Sample:5747200, GPixel:2.63e-03, dT:0.0036, rT:0.3695 +24-08-11 08:37:13.397 : ../models/spf_lut_x4_1sam | Iter:179700, Sample:5750400, GPixel:2.63e-03, dT:0.0034, rT:0.3695 +24-08-11 08:37:59.213 : ../models/spf_lut_x4_1sam | Iter:179800, Sample:5753600, GPixel:2.82e-03, dT:0.0068, rT:0.3851 +24-08-11 08:38:43.208 : ../models/spf_lut_x4_1sam | Iter:179900, Sample:5756800, GPixel:2.72e-03, dT:0.0043, rT:0.3697 +24-08-11 08:39:26.998 : ../models/spf_lut_x4_1sam | Iter:180000, Sample:5760000, GPixel:2.72e-03, dT:0.0039, rT:0.3702 +24-08-11 08:39:27.047 : Checkpoint saved 180000 +24-08-11 08:39:27.648 : Iter 180000 | Dataset Set5 | AVG Val PSNR: 31.065880 +24-08-11 08:39:30.331 : Iter 180000 | Dataset Set14 | AVG Val PSNR: 27.944442 +24-08-11 08:40:14.070 : ../models/spf_lut_x4_1sam | Iter:180100, Sample:5763200, GPixel:2.63e-03, dT:0.0036, rT:0.3693 +24-08-11 08:40:57.884 : ../models/spf_lut_x4_1sam | Iter:180200, Sample:5766400, GPixel:2.72e-03, dT:0.0038, rT:0.3695 +24-08-11 08:41:41.649 : ../models/spf_lut_x4_1sam | Iter:180300, Sample:5769600, GPixel:2.64e-03, dT:0.0035, rT:0.3685 +24-08-11 08:42:25.421 : ../models/spf_lut_x4_1sam | Iter:180400, Sample:5772800, GPixel:2.85e-03, dT:0.0036, rT:0.3695 +24-08-11 08:43:09.192 : ../models/spf_lut_x4_1sam | Iter:180500, Sample:5776000, GPixel:2.72e-03, dT:0.0035, rT:0.3698 +24-08-11 08:43:52.982 : ../models/spf_lut_x4_1sam | Iter:180600, Sample:5779200, GPixel:2.70e-03, dT:0.0036, rT:0.3705 +24-08-11 08:44:36.769 : ../models/spf_lut_x4_1sam | Iter:180700, Sample:5782400, GPixel:2.56e-03, dT:0.0036, rT:0.3693 +24-08-11 08:45:21.297 : ../models/spf_lut_x4_1sam | Iter:180800, Sample:5785600, GPixel:2.75e-03, dT:0.0045, rT:0.3768 +24-08-11 08:46:07.095 : ../models/spf_lut_x4_1sam | Iter:180900, Sample:5788800, GPixel:2.79e-03, dT:0.0061, rT:0.3849 +24-08-11 08:46:50.919 : ../models/spf_lut_x4_1sam | Iter:181000, Sample:5792000, GPixel:2.69e-03, dT:0.0037, rT:0.3691 +24-08-11 08:47:34.854 : ../models/spf_lut_x4_1sam | Iter:181100, Sample:5795200, GPixel:2.56e-03, dT:0.0035, rT:0.3710 +24-08-11 08:48:18.800 : ../models/spf_lut_x4_1sam | Iter:181200, Sample:5798400, GPixel:2.67e-03, dT:0.0036, rT:0.3704 +24-08-11 08:49:02.783 : ../models/spf_lut_x4_1sam | Iter:181300, Sample:5801600, GPixel:2.63e-03, dT:0.0039, rT:0.3710 +24-08-11 08:49:46.810 : ../models/spf_lut_x4_1sam | Iter:181400, Sample:5804800, GPixel:2.66e-03, dT:0.0039, rT:0.3719 +24-08-11 11:13:50.727 : None +24-08-11 11:14:46.193 : ../models/spf_lut_x4_1sam/ | Iter:180100, Sample: 3200, GPixel:2.93e-03, dT:0.0077, rT:0.3546 +24-08-11 11:15:26.670 : ../models/spf_lut_x4_1sam/ | Iter:180200, Sample: 6400, GPixel:2.79e-03, dT:0.0023, rT:0.3379 +24-08-11 11:16:07.359 : ../models/spf_lut_x4_1sam/ | Iter:180300, Sample: 9600, GPixel:2.72e-03, dT:0.0024, rT:0.3397 +24-08-11 11:16:48.187 : ../models/spf_lut_x4_1sam/ | Iter:180400, Sample: 12800, GPixel:2.75e-03, dT:0.0024, rT:0.3411 +24-08-11 11:17:29.016 : ../models/spf_lut_x4_1sam/ | Iter:180500, Sample: 16000, GPixel:2.76e-03, dT:0.0025, rT:0.3409 +24-08-11 11:18:09.860 : ../models/spf_lut_x4_1sam/ | Iter:180600, Sample: 19200, GPixel:2.60e-03, dT:0.0026, rT:0.3408 +24-08-11 11:18:50.786 : ../models/spf_lut_x4_1sam/ | Iter:180700, Sample: 22400, GPixel:2.74e-03, dT:0.0024, rT:0.3416 +24-08-11 11:19:31.730 : ../models/spf_lut_x4_1sam/ | Iter:180800, Sample: 25600, GPixel:2.63e-03, dT:0.0024, rT:0.3417 +24-08-11 11:20:12.708 : ../models/spf_lut_x4_1sam/ | Iter:180900, Sample: 28800, GPixel:2.58e-03, dT:0.0026, rT:0.3424 +24-08-11 11:20:53.664 : ../models/spf_lut_x4_1sam/ | Iter:181000, Sample: 32000, GPixel:2.71e-03, dT:0.0025, rT:0.3418 +24-08-11 11:21:34.607 : ../models/spf_lut_x4_1sam/ | Iter:181100, Sample: 35200, GPixel:2.71e-03, dT:0.0024, rT:0.3419 +24-08-11 11:22:15.561 : ../models/spf_lut_x4_1sam/ | Iter:181200, Sample: 38400, GPixel:2.69e-03, dT:0.0025, rT:0.3422 +24-08-11 11:22:56.526 : ../models/spf_lut_x4_1sam/ | Iter:181300, Sample: 41600, GPixel:2.70e-03, dT:0.0025, rT:0.3419 +24-08-11 11:23:37.482 : ../models/spf_lut_x4_1sam/ | Iter:181400, Sample: 44800, GPixel:2.72e-03, dT:0.0025, rT:0.3417 +24-08-11 11:24:18.447 : ../models/spf_lut_x4_1sam/ | Iter:181500, Sample: 48000, GPixel:2.75e-03, dT:0.0026, rT:0.3417 +24-08-11 11:24:59.417 : ../models/spf_lut_x4_1sam/ | Iter:181600, Sample: 51200, GPixel:2.67e-03, dT:0.0026, rT:0.3418 +24-08-11 11:25:40.381 : ../models/spf_lut_x4_1sam/ | Iter:181700, Sample: 54400, GPixel:2.66e-03, dT:0.0026, rT:0.3416 +24-08-11 11:26:21.344 : ../models/spf_lut_x4_1sam/ | Iter:181800, Sample: 57600, GPixel:2.69e-03, dT:0.0025, rT:0.3418 +24-08-11 11:27:02.311 : ../models/spf_lut_x4_1sam/ | Iter:181900, Sample: 60800, GPixel:2.80e-03, dT:0.0026, rT:0.3417 +24-08-11 11:27:43.265 : ../models/spf_lut_x4_1sam/ | Iter:182000, Sample: 64000, GPixel:2.78e-03, dT:0.0025, rT:0.3416 +24-08-11 11:27:43.303 : Checkpoint saved 182000 +24-08-11 11:27:44.892 : Iter 182000 | Dataset Set5 | AVG Val PSNR: 30.995933 +24-08-11 11:27:48.758 : Iter 182000 | Dataset Set14 | AVG Val PSNR: 27.878485 +24-08-11 11:28:29.745 : ../models/spf_lut_x4_1sam/ | Iter:182100, Sample: 67200, GPixel:2.66e-03, dT:0.0029, rT:0.3436 +24-08-11 11:29:10.698 : ../models/spf_lut_x4_1sam/ | Iter:182200, Sample: 70400, GPixel:2.62e-03, dT:0.0025, rT:0.3417 +24-08-11 11:29:51.633 : ../models/spf_lut_x4_1sam/ | Iter:182300, Sample: 73600, GPixel:2.60e-03, dT:0.0024, rT:0.3418 +24-08-11 11:30:32.590 : ../models/spf_lut_x4_1sam/ | Iter:182400, Sample: 76800, GPixel:2.70e-03, dT:0.0026, rT:0.3418 +24-08-11 11:31:13.551 : ../models/spf_lut_x4_1sam/ | Iter:182500, Sample: 80000, GPixel:2.55e-03, dT:0.0026, rT:0.3423 +24-08-11 11:31:54.510 : ../models/spf_lut_x4_1sam/ | Iter:182600, Sample: 83200, GPixel:2.70e-03, dT:0.0025, rT:0.3429 +24-08-11 11:32:35.461 : ../models/spf_lut_x4_1sam/ | Iter:182700, Sample: 86400, GPixel:2.83e-03, dT:0.0025, rT:0.3423 +24-08-11 11:33:16.420 : ../models/spf_lut_x4_1sam/ | Iter:182800, Sample: 89600, GPixel:2.65e-03, dT:0.0026, rT:0.3417 +24-08-11 11:33:57.380 : ../models/spf_lut_x4_1sam/ | Iter:182900, Sample: 92800, GPixel:2.65e-03, dT:0.0026, rT:0.3418 +24-08-11 11:34:38.326 : ../models/spf_lut_x4_1sam/ | Iter:183000, Sample: 96000, GPixel:2.72e-03, dT:0.0025, rT:0.3415 +24-08-11 11:35:19.298 : ../models/spf_lut_x4_1sam/ | Iter:183100, Sample: 99200, GPixel:2.74e-03, dT:0.0027, rT:0.3419 +24-08-11 11:36:00.239 : ../models/spf_lut_x4_1sam/ | Iter:183200, Sample:102400, GPixel:2.68e-03, dT:0.0025, rT:0.3416 +24-08-11 11:36:41.179 : ../models/spf_lut_x4_1sam/ | Iter:183300, Sample:105600, GPixel:2.71e-03, dT:0.0025, rT:0.3416 +24-08-11 11:37:22.132 : ../models/spf_lut_x4_1sam/ | Iter:183400, Sample:108800, GPixel:2.69e-03, dT:0.0026, rT:0.3417 +24-08-11 11:38:03.085 : ../models/spf_lut_x4_1sam/ | Iter:183500, Sample:112000, GPixel:2.79e-03, dT:0.0026, rT:0.3417 +24-08-11 11:38:44.046 : ../models/spf_lut_x4_1sam/ | Iter:183600, Sample:115200, GPixel:2.92e-03, dT:0.0026, rT:0.3417 +24-08-11 11:39:25.029 : ../models/spf_lut_x4_1sam/ | Iter:183700, Sample:118400, GPixel:2.70e-03, dT:0.0028, rT:0.3417 +24-08-11 11:40:06.003 : ../models/spf_lut_x4_1sam/ | Iter:183800, Sample:121600, GPixel:2.70e-03, dT:0.0026, rT:0.3421 +24-08-11 11:40:46.984 : ../models/spf_lut_x4_1sam/ | Iter:183900, Sample:124800, GPixel:2.67e-03, dT:0.0026, rT:0.3424 +24-08-11 11:41:27.986 : ../models/spf_lut_x4_1sam/ | Iter:184000, Sample:128000, GPixel:2.82e-03, dT:0.0028, rT:0.3423 +24-08-11 11:41:28.024 : Checkpoint saved 184000 +24-08-11 11:41:28.584 : Iter 184000 | Dataset Set5 | AVG Val PSNR: 31.006697 +24-08-11 11:41:30.931 : Iter 184000 | Dataset Set14 | AVG Val PSNR: 27.887736 +24-08-11 11:42:11.800 : ../models/spf_lut_x4_1sam/ | Iter:184100, Sample:131200, GPixel:2.62e-03, dT:0.0027, rT:0.3422 +24-08-11 11:42:52.773 : ../models/spf_lut_x4_1sam/ | Iter:184200, Sample:134400, GPixel:2.66e-03, dT:0.0026, rT:0.3420 +24-08-11 11:43:33.790 : ../models/spf_lut_x4_1sam/ | Iter:184300, Sample:137600, GPixel:2.70e-03, dT:0.0027, rT:0.3428 +24-08-11 11:44:14.768 : ../models/spf_lut_x4_1sam/ | Iter:184400, Sample:140800, GPixel:2.73e-03, dT:0.0026, rT:0.3426 +24-08-11 11:44:55.719 : ../models/spf_lut_x4_1sam/ | Iter:184500, Sample:144000, GPixel:2.68e-03, dT:0.0025, rT:0.3424 +24-08-11 11:45:36.685 : ../models/spf_lut_x4_1sam/ | Iter:184600, Sample:147200, GPixel:2.71e-03, dT:0.0027, rT:0.3418 +24-08-11 11:46:17.657 : ../models/spf_lut_x4_1sam/ | Iter:184700, Sample:150400, GPixel:2.67e-03, dT:0.0027, rT:0.3418 +24-08-11 11:46:58.618 : ../models/spf_lut_x4_1sam/ | Iter:184800, Sample:153600, GPixel:2.72e-03, dT:0.0026, rT:0.3417 +24-08-11 11:47:39.558 : ../models/spf_lut_x4_1sam/ | Iter:184900, Sample:156800, GPixel:2.76e-03, dT:0.0025, rT:0.3417 +24-08-11 11:48:20.506 : ../models/spf_lut_x4_1sam/ | Iter:185000, Sample:160000, GPixel:2.80e-03, dT:0.0025, rT:0.3417 +24-08-11 11:49:01.455 : ../models/spf_lut_x4_1sam/ | Iter:185100, Sample:163200, GPixel:2.66e-03, dT:0.0025, rT:0.3415 +24-08-11 11:49:42.407 : ../models/spf_lut_x4_1sam/ | Iter:185200, Sample:166400, GPixel:2.74e-03, dT:0.0025, rT:0.3416 +24-08-11 11:50:23.379 : ../models/spf_lut_x4_1sam/ | Iter:185300, Sample:169600, GPixel:2.70e-03, dT:0.0027, rT:0.3418 +24-08-11 11:51:04.331 : ../models/spf_lut_x4_1sam/ | Iter:185400, Sample:172800, GPixel:2.63e-03, dT:0.0026, rT:0.3418 +24-08-11 11:51:45.291 : ../models/spf_lut_x4_1sam/ | Iter:185500, Sample:176000, GPixel:2.84e-03, dT:0.0026, rT:0.3418 +24-08-11 11:52:26.253 : ../models/spf_lut_x4_1sam/ | Iter:185600, Sample:179200, GPixel:2.69e-03, dT:0.0026, rT:0.3417 +24-08-11 11:53:07.231 : ../models/spf_lut_x4_1sam/ | Iter:185700, Sample:182400, GPixel:2.68e-03, dT:0.0027, rT:0.3446 +24-08-11 11:53:48.195 : ../models/spf_lut_x4_1sam/ | Iter:185800, Sample:185600, GPixel:2.77e-03, dT:0.0026, rT:0.3417 +24-08-11 11:54:29.147 : ../models/spf_lut_x4_1sam/ | Iter:185900, Sample:188800, GPixel:2.69e-03, dT:0.0026, rT:0.3431 +24-08-11 11:55:10.104 : ../models/spf_lut_x4_1sam/ | Iter:186000, Sample:192000, GPixel:2.77e-03, dT:0.0026, rT:0.3436 +24-08-11 11:55:10.141 : Checkpoint saved 186000 +24-08-11 11:55:10.688 : Iter 186000 | Dataset Set5 | AVG Val PSNR: 31.057845 +24-08-11 11:55:13.102 : Iter 186000 | Dataset Set14 | AVG Val PSNR: 27.901440 +24-08-11 11:55:54.049 : ../models/spf_lut_x4_1sam/ | Iter:186100, Sample:195200, GPixel:2.67e-03, dT:0.0025, rT:0.3415 +24-08-11 11:56:34.995 : ../models/spf_lut_x4_1sam/ | Iter:186200, Sample:198400, GPixel:2.71e-03, dT:0.0025, rT:0.3417 +24-08-11 11:57:15.957 : ../models/spf_lut_x4_1sam/ | Iter:186300, Sample:201600, GPixel:2.70e-03, dT:0.0026, rT:0.3419 +24-08-11 11:57:56.906 : ../models/spf_lut_x4_1sam/ | Iter:186400, Sample:204800, GPixel:2.71e-03, dT:0.0025, rT:0.3417 +24-08-11 11:58:37.862 : ../models/spf_lut_x4_1sam/ | Iter:186500, Sample:208000, GPixel:2.74e-03, dT:0.0026, rT:0.3416 +24-08-11 11:59:18.815 : ../models/spf_lut_x4_1sam/ | Iter:186600, Sample:211200, GPixel:2.90e-03, dT:0.0025, rT:0.3415 +24-08-11 11:59:59.751 : ../models/spf_lut_x4_1sam/ | Iter:186700, Sample:214400, GPixel:2.63e-03, dT:0.0024, rT:0.3418 +24-08-11 12:00:40.692 : ../models/spf_lut_x4_1sam/ | Iter:186800, Sample:217600, GPixel:2.79e-03, dT:0.0024, rT:0.3415 +24-08-11 12:01:21.644 : ../models/spf_lut_x4_1sam/ | Iter:186900, Sample:220800, GPixel:2.67e-03, dT:0.0025, rT:0.3421 +24-08-11 12:02:02.601 : ../models/spf_lut_x4_1sam/ | Iter:187000, Sample:224000, GPixel:2.69e-03, dT:0.0026, rT:0.3419 +24-08-11 12:02:43.573 : ../models/spf_lut_x4_1sam/ | Iter:187100, Sample:227200, GPixel:2.77e-03, dT:0.0027, rT:0.3427 +24-08-11 12:03:24.528 : ../models/spf_lut_x4_1sam/ | Iter:187200, Sample:230400, GPixel:2.75e-03, dT:0.0025, rT:0.3417 +24-08-11 12:04:05.471 : ../models/spf_lut_x4_1sam/ | Iter:187300, Sample:233600, GPixel:2.74e-03, dT:0.0025, rT:0.3414 +24-08-11 12:04:46.424 : ../models/spf_lut_x4_1sam/ | Iter:187400, Sample:236800, GPixel:2.71e-03, dT:0.0026, rT:0.3414 +24-08-11 12:05:27.383 : ../models/spf_lut_x4_1sam/ | Iter:187500, Sample:240000, GPixel:2.71e-03, dT:0.0026, rT:0.3417 +24-08-11 12:06:08.344 : ../models/spf_lut_x4_1sam/ | Iter:187600, Sample:243200, GPixel:2.71e-03, dT:0.0026, rT:0.3418 +24-08-11 12:06:49.293 : ../models/spf_lut_x4_1sam/ | Iter:187700, Sample:246400, GPixel:2.73e-03, dT:0.0025, rT:0.3415 +24-08-11 12:07:30.236 : ../models/spf_lut_x4_1sam/ | Iter:187800, Sample:249600, GPixel:2.67e-03, dT:0.0025, rT:0.3414 +24-08-11 12:08:11.194 : ../models/spf_lut_x4_1sam/ | Iter:187900, Sample:252800, GPixel:2.71e-03, dT:0.0026, rT:0.3415 +24-08-11 12:08:52.161 : ../models/spf_lut_x4_1sam/ | Iter:188000, Sample:256000, GPixel:2.73e-03, dT:0.0026, rT:0.3418 +24-08-11 12:08:52.197 : Checkpoint saved 188000 +24-08-11 12:08:52.749 : Iter 188000 | Dataset Set5 | AVG Val PSNR: 31.038565 +24-08-11 12:08:55.169 : Iter 188000 | Dataset Set14 | AVG Val PSNR: 27.895789 +24-08-11 12:09:35.934 : ../models/spf_lut_x4_1sam/ | Iter:188100, Sample:259200, GPixel:2.73e-03, dT:0.0026, rT:0.3400 +24-08-11 12:10:16.872 : ../models/spf_lut_x4_1sam/ | Iter:188200, Sample:262400, GPixel:2.63e-03, dT:0.0025, rT:0.3414 +24-08-11 12:10:57.821 : ../models/spf_lut_x4_1sam/ | Iter:188300, Sample:265600, GPixel:2.83e-03, dT:0.0025, rT:0.3415 +24-08-11 12:11:38.775 : ../models/spf_lut_x4_1sam/ | Iter:188400, Sample:268800, GPixel:2.64e-03, dT:0.0026, rT:0.3422 +24-08-11 12:12:19.720 : ../models/spf_lut_x4_1sam/ | Iter:188500, Sample:272000, GPixel:2.72e-03, dT:0.0025, rT:0.3415 +24-08-11 12:13:00.667 : ../models/spf_lut_x4_1sam/ | Iter:188600, Sample:275200, GPixel:2.72e-03, dT:0.0025, rT:0.3415 +24-08-11 12:13:41.609 : ../models/spf_lut_x4_1sam/ | Iter:188700, Sample:278400, GPixel:2.76e-03, dT:0.0025, rT:0.3414 +24-08-11 12:14:22.597 : ../models/spf_lut_x4_1sam/ | Iter:188800, Sample:281600, GPixel:2.62e-03, dT:0.0028, rT:0.3418 +24-08-11 12:15:03.573 : ../models/spf_lut_x4_1sam/ | Iter:188900, Sample:284800, GPixel:2.82e-03, dT:0.0027, rT:0.3419 +24-08-11 12:15:44.551 : ../models/spf_lut_x4_1sam/ | Iter:189000, Sample:288000, GPixel:2.65e-03, dT:0.0027, rT:0.3426 +24-08-11 12:16:25.526 : ../models/spf_lut_x4_1sam/ | Iter:189100, Sample:291200, GPixel:2.74e-03, dT:0.0026, rT:0.3423 +24-08-11 12:17:06.506 : ../models/spf_lut_x4_1sam/ | Iter:189200, Sample:294400, GPixel:2.76e-03, dT:0.0027, rT:0.3421 +24-08-11 12:17:47.487 : ../models/spf_lut_x4_1sam/ | Iter:189300, Sample:297600, GPixel:2.69e-03, dT:0.0026, rT:0.3422 +24-08-11 12:18:28.441 : ../models/spf_lut_x4_1sam/ | Iter:189400, Sample:300800, GPixel:2.79e-03, dT:0.0025, rT:0.3416 +24-08-11 12:19:09.407 : ../models/spf_lut_x4_1sam/ | Iter:189500, Sample:304000, GPixel:2.82e-03, dT:0.0026, rT:0.3423 +24-08-11 12:19:50.347 : ../models/spf_lut_x4_1sam/ | Iter:189600, Sample:307200, GPixel:2.78e-03, dT:0.0024, rT:0.3416 +24-08-11 12:20:31.290 : ../models/spf_lut_x4_1sam/ | Iter:189700, Sample:310400, GPixel:2.80e-03, dT:0.0025, rT:0.3416 +24-08-11 12:21:12.245 : ../models/spf_lut_x4_1sam/ | Iter:189800, Sample:313600, GPixel:2.67e-03, dT:0.0025, rT:0.3416 +24-08-11 12:21:53.193 : ../models/spf_lut_x4_1sam/ | Iter:189900, Sample:316800, GPixel:2.71e-03, dT:0.0025, rT:0.3420 +24-08-11 12:22:34.175 : ../models/spf_lut_x4_1sam/ | Iter:190000, Sample:320000, GPixel:2.78e-03, dT:0.0028, rT:0.3426 +24-08-11 12:22:34.211 : Checkpoint saved 190000 +24-08-11 12:22:34.764 : Iter 190000 | Dataset Set5 | AVG Val PSNR: 31.043810 +24-08-11 12:22:37.010 : Iter 190000 | Dataset Set14 | AVG Val PSNR: 27.923250 +24-08-11 12:23:17.827 : ../models/spf_lut_x4_1sam/ | Iter:190100, Sample:323200, GPixel:2.77e-03, dT:0.0027, rT:0.3422 +24-08-11 12:23:58.786 : ../models/spf_lut_x4_1sam/ | Iter:190200, Sample:326400, GPixel:2.73e-03, dT:0.0026, rT:0.3422 +24-08-11 12:24:39.757 : ../models/spf_lut_x4_1sam/ | Iter:190300, Sample:329600, GPixel:2.74e-03, dT:0.0027, rT:0.3423 +24-08-11 12:25:20.713 : ../models/spf_lut_x4_1sam/ | Iter:190400, Sample:332800, GPixel:2.69e-03, dT:0.0026, rT:0.3417 +24-08-11 12:26:01.666 : ../models/spf_lut_x4_1sam/ | Iter:190500, Sample:336000, GPixel:2.65e-03, dT:0.0025, rT:0.3417 +24-08-11 12:26:42.603 : ../models/spf_lut_x4_1sam/ | Iter:190600, Sample:339200, GPixel:2.85e-03, dT:0.0024, rT:0.3414 +24-08-11 12:27:23.541 : ../models/spf_lut_x4_1sam/ | Iter:190700, Sample:342400, GPixel:2.68e-03, dT:0.0025, rT:0.3414 +24-08-11 12:28:04.480 : ../models/spf_lut_x4_1sam/ | Iter:190800, Sample:345600, GPixel:2.73e-03, dT:0.0025, rT:0.3414 +24-08-11 12:28:45.429 : ../models/spf_lut_x4_1sam/ | Iter:190900, Sample:348800, GPixel:2.71e-03, dT:0.0025, rT:0.3415 +24-08-11 12:29:26.387 : ../models/spf_lut_x4_1sam/ | Iter:191000, Sample:352000, GPixel:2.64e-03, dT:0.0026, rT:0.3417 +24-08-11 12:30:07.337 : ../models/spf_lut_x4_1sam/ | Iter:191100, Sample:355200, GPixel:2.71e-03, dT:0.0025, rT:0.3416 +24-08-11 12:30:48.287 : ../models/spf_lut_x4_1sam/ | Iter:191200, Sample:358400, GPixel:2.65e-03, dT:0.0025, rT:0.3417 +24-08-11 12:31:29.251 : ../models/spf_lut_x4_1sam/ | Iter:191300, Sample:361600, GPixel:2.59e-03, dT:0.0026, rT:0.3417 +24-08-11 12:32:10.207 : ../models/spf_lut_x4_1sam/ | Iter:191400, Sample:364800, GPixel:2.87e-03, dT:0.0026, rT:0.3417 +24-08-11 12:32:51.148 : ../models/spf_lut_x4_1sam/ | Iter:191500, Sample:368000, GPixel:2.67e-03, dT:0.0025, rT:0.3417 +24-08-11 12:33:32.114 : ../models/spf_lut_x4_1sam/ | Iter:191600, Sample:371200, GPixel:2.77e-03, dT:0.0027, rT:0.3418 +24-08-11 12:34:13.069 : ../models/spf_lut_x4_1sam/ | Iter:191700, Sample:374400, GPixel:2.56e-03, dT:0.0026, rT:0.3418 +24-08-11 12:34:54.033 : ../models/spf_lut_x4_1sam/ | Iter:191800, Sample:377600, GPixel:2.56e-03, dT:0.0026, rT:0.3418 +24-08-11 12:35:35.008 : ../models/spf_lut_x4_1sam/ | Iter:191900, Sample:380800, GPixel:2.67e-03, dT:0.0027, rT:0.3419 +24-08-11 12:36:15.964 : ../models/spf_lut_x4_1sam/ | Iter:192000, Sample:384000, GPixel:2.62e-03, dT:0.0026, rT:0.3416 +24-08-11 12:36:16.000 : Checkpoint saved 192000 +24-08-11 12:36:16.531 : Iter 192000 | Dataset Set5 | AVG Val PSNR: 31.053037 +24-08-11 12:36:19.018 : Iter 192000 | Dataset Set14 | AVG Val PSNR: 27.923087 +24-08-11 12:36:59.811 : ../models/spf_lut_x4_1sam/ | Iter:192100, Sample:387200, GPixel:2.72e-03, dT:0.0027, rT:0.3405 +24-08-11 12:37:40.761 : ../models/spf_lut_x4_1sam/ | Iter:192200, Sample:390400, GPixel:2.77e-03, dT:0.0026, rT:0.3415 +24-08-11 12:38:21.720 : ../models/spf_lut_x4_1sam/ | Iter:192300, Sample:393600, GPixel:2.67e-03, dT:0.0026, rT:0.3416 +24-08-11 12:39:02.682 : ../models/spf_lut_x4_1sam/ | Iter:192400, Sample:396800, GPixel:2.75e-03, dT:0.0026, rT:0.3419 +24-08-11 12:39:43.624 : ../models/spf_lut_x4_1sam/ | Iter:192500, Sample:400000, GPixel:2.69e-03, dT:0.0025, rT:0.3420 +24-08-11 12:40:24.563 : ../models/spf_lut_x4_1sam/ | Iter:192600, Sample:403200, GPixel:2.71e-03, dT:0.0024, rT:0.3418 +24-08-11 12:41:05.495 : ../models/spf_lut_x4_1sam/ | Iter:192700, Sample:406400, GPixel:2.62e-03, dT:0.0024, rT:0.3414 +24-08-11 12:41:46.419 : ../models/spf_lut_x4_1sam/ | Iter:192800, Sample:409600, GPixel:2.67e-03, dT:0.0023, rT:0.3415 +24-08-11 12:42:27.362 : ../models/spf_lut_x4_1sam/ | Iter:192900, Sample:412800, GPixel:2.63e-03, dT:0.0025, rT:0.3417 +24-08-11 12:43:08.304 : ../models/spf_lut_x4_1sam/ | Iter:193000, Sample:416000, GPixel:2.71e-03, dT:0.0024, rT:0.3418 +24-08-11 12:43:49.249 : ../models/spf_lut_x4_1sam/ | Iter:193100, Sample:419200, GPixel:2.53e-03, dT:0.0025, rT:0.3416 +24-08-11 12:44:30.183 : ../models/spf_lut_x4_1sam/ | Iter:193200, Sample:422400, GPixel:2.70e-03, dT:0.0024, rT:0.3416 +24-08-11 12:45:11.119 : ../models/spf_lut_x4_1sam/ | Iter:193300, Sample:425600, GPixel:2.81e-03, dT:0.0024, rT:0.3417 +24-08-11 12:45:52.050 : ../models/spf_lut_x4_1sam/ | Iter:193400, Sample:428800, GPixel:2.66e-03, dT:0.0024, rT:0.3415 +24-08-11 12:46:32.994 : ../models/spf_lut_x4_1sam/ | Iter:193500, Sample:432000, GPixel:2.75e-03, dT:0.0025, rT:0.3416 +24-08-11 12:47:13.947 : ../models/spf_lut_x4_1sam/ | Iter:193600, Sample:435200, GPixel:2.78e-03, dT:0.0026, rT:0.3421 +24-08-11 12:47:54.899 : ../models/spf_lut_x4_1sam/ | Iter:193700, Sample:438400, GPixel:2.65e-03, dT:0.0026, rT:0.3416 +24-08-11 12:48:35.852 : ../models/spf_lut_x4_1sam/ | Iter:193800, Sample:441600, GPixel:2.59e-03, dT:0.0026, rT:0.3415 +24-08-11 12:49:16.811 : ../models/spf_lut_x4_1sam/ | Iter:193900, Sample:444800, GPixel:2.79e-03, dT:0.0026, rT:0.3416 +24-08-11 12:49:57.871 : ../models/spf_lut_x4_1sam/ | Iter:194000, Sample:448000, GPixel:2.69e-03, dT:0.0029, rT:0.3449 +24-08-11 12:49:57.909 : Checkpoint saved 194000 +24-08-11 12:49:58.468 : Iter 194000 | Dataset Set5 | AVG Val PSNR: 31.071759 +24-08-11 12:50:00.915 : Iter 194000 | Dataset Set14 | AVG Val PSNR: 27.923175 +24-08-11 12:50:41.779 : ../models/spf_lut_x4_1sam/ | Iter:194100, Sample:451200, GPixel:2.74e-03, dT:0.0027, rT:0.3421 +24-08-11 12:51:22.804 : ../models/spf_lut_x4_1sam/ | Iter:194200, Sample:454400, GPixel:2.70e-03, dT:0.0027, rT:0.3434 +24-08-11 12:52:03.809 : ../models/spf_lut_x4_1sam/ | Iter:194300, Sample:457600, GPixel:2.76e-03, dT:0.0026, rT:0.3437 +24-08-11 12:52:44.825 : ../models/spf_lut_x4_1sam/ | Iter:194400, Sample:460800, GPixel:2.71e-03, dT:0.0027, rT:0.3439 +24-08-11 12:53:25.843 : ../models/spf_lut_x4_1sam/ | Iter:194500, Sample:464000, GPixel:2.85e-03, dT:0.0027, rT:0.3432 +24-08-11 12:54:06.860 : ../models/spf_lut_x4_1sam/ | Iter:194600, Sample:467200, GPixel:2.82e-03, dT:0.0027, rT:0.3441 +24-08-11 12:54:47.880 : ../models/spf_lut_x4_1sam/ | Iter:194700, Sample:470400, GPixel:2.76e-03, dT:0.0026, rT:0.3436 +24-08-11 12:55:28.911 : ../models/spf_lut_x4_1sam/ | Iter:194800, Sample:473600, GPixel:2.57e-03, dT:0.0027, rT:0.3440 +24-08-11 12:56:09.921 : ../models/spf_lut_x4_1sam/ | Iter:194900, Sample:476800, GPixel:2.85e-03, dT:0.0026, rT:0.3442 +24-08-11 12:56:50.941 : ../models/spf_lut_x4_1sam/ | Iter:195000, Sample:480000, GPixel:2.62e-03, dT:0.0027, rT:0.3441 +24-08-11 12:57:31.967 : ../models/spf_lut_x4_1sam/ | Iter:195100, Sample:483200, GPixel:2.67e-03, dT:0.0028, rT:0.3440 +24-08-11 12:58:12.980 : ../models/spf_lut_x4_1sam/ | Iter:195200, Sample:486400, GPixel:2.78e-03, dT:0.0026, rT:0.3434 +24-08-11 12:58:57.218 : ../models/spf_lut_x4_1sam/ | Iter:195300, Sample:489600, GPixel:2.76e-03, dT:0.0060, rT:0.3726 +24-08-11 12:59:38.267 : ../models/spf_lut_x4_1sam/ | Iter:195400, Sample:492800, GPixel:2.66e-03, dT:0.0028, rT:0.3449 +24-08-11 13:00:19.300 : ../models/spf_lut_x4_1sam/ | Iter:195500, Sample:496000, GPixel:2.72e-03, dT:0.0028, rT:0.3441 +24-08-11 13:01:00.326 : ../models/spf_lut_x4_1sam/ | Iter:195600, Sample:499200, GPixel:2.73e-03, dT:0.0027, rT:0.3438 +24-08-11 13:01:41.364 : ../models/spf_lut_x4_1sam/ | Iter:195700, Sample:502400, GPixel:2.68e-03, dT:0.0028, rT:0.3440 +24-08-11 13:02:22.422 : ../models/spf_lut_x4_1sam/ | Iter:195800, Sample:505600, GPixel:2.77e-03, dT:0.0029, rT:0.3446 +24-08-11 13:03:03.447 : ../models/spf_lut_x4_1sam/ | Iter:195900, Sample:508800, GPixel:2.67e-03, dT:0.0028, rT:0.3436 +24-08-11 13:03:44.483 : ../models/spf_lut_x4_1sam/ | Iter:196000, Sample:512000, GPixel:2.61e-03, dT:0.0029, rT:0.3436 +24-08-11 13:03:44.522 : Checkpoint saved 196000 +24-08-11 13:03:45.078 : Iter 196000 | Dataset Set5 | AVG Val PSNR: 31.041139 +24-08-11 13:03:47.563 : Iter 196000 | Dataset Set14 | AVG Val PSNR: 27.904854 +24-08-11 13:04:28.419 : ../models/spf_lut_x4_1sam/ | Iter:196100, Sample:515200, GPixel:2.63e-03, dT:0.0027, rT:0.3424 +24-08-11 13:05:09.478 : ../models/spf_lut_x4_1sam/ | Iter:196200, Sample:518400, GPixel:2.63e-03, dT:0.0030, rT:0.3441 +24-08-11 13:05:50.523 : ../models/spf_lut_x4_1sam/ | Iter:196300, Sample:521600, GPixel:2.67e-03, dT:0.0029, rT:0.3438 +24-08-11 13:06:34.600 : ../models/spf_lut_x4_1sam/ | Iter:196400, Sample:524800, GPixel:2.67e-03, dT:0.0064, rT:0.3700 +24-08-11 13:07:15.678 : ../models/spf_lut_x4_1sam/ | Iter:196500, Sample:528000, GPixel:2.74e-03, dT:0.0030, rT:0.3447 +24-08-11 13:07:56.709 : ../models/spf_lut_x4_1sam/ | Iter:196600, Sample:531200, GPixel:2.72e-03, dT:0.0028, rT:0.3432 +24-08-11 13:08:37.750 : ../models/spf_lut_x4_1sam/ | Iter:196700, Sample:534400, GPixel:2.71e-03, dT:0.0029, rT:0.3438 +24-08-11 13:09:18.778 : ../models/spf_lut_x4_1sam/ | Iter:196800, Sample:537600, GPixel:2.86e-03, dT:0.0029, rT:0.3436 +24-08-11 13:09:59.801 : ../models/spf_lut_x4_1sam/ | Iter:196900, Sample:540800, GPixel:2.75e-03, dT:0.0028, rT:0.3438 +24-08-11 13:10:40.826 : ../models/spf_lut_x4_1sam/ | Iter:197000, Sample:544000, GPixel:2.74e-03, dT:0.0029, rT:0.3429 +24-08-11 13:11:21.858 : ../models/spf_lut_x4_1sam/ | Iter:197100, Sample:547200, GPixel:2.76e-03, dT:0.0029, rT:0.3438 +24-08-11 13:12:02.890 : ../models/spf_lut_x4_1sam/ | Iter:197200, Sample:550400, GPixel:2.61e-03, dT:0.0029, rT:0.3442 +24-08-11 13:12:43.945 : ../models/spf_lut_x4_1sam/ | Iter:197300, Sample:553600, GPixel:2.73e-03, dT:0.0030, rT:0.3439 +24-08-11 13:13:24.994 : ../models/spf_lut_x4_1sam/ | Iter:197400, Sample:556800, GPixel:2.66e-03, dT:0.0029, rT:0.3447 +24-08-11 13:14:08.841 : ../models/spf_lut_x4_1sam/ | Iter:197500, Sample:560000, GPixel:2.77e-03, dT:0.0059, rT:0.3681 +24-08-11 13:14:49.914 : ../models/spf_lut_x4_1sam/ | Iter:197600, Sample:563200, GPixel:2.58e-03, dT:0.0030, rT:0.3439 +24-08-11 13:15:30.950 : ../models/spf_lut_x4_1sam/ | Iter:197700, Sample:566400, GPixel:2.69e-03, dT:0.0029, rT:0.3435 +24-08-11 13:16:11.985 : ../models/spf_lut_x4_1sam/ | Iter:197800, Sample:569600, GPixel:2.66e-03, dT:0.0029, rT:0.3432 +24-08-11 13:16:53.012 : ../models/spf_lut_x4_1sam/ | Iter:197900, Sample:572800, GPixel:2.68e-03, dT:0.0029, rT:0.3432 +24-08-11 13:17:34.054 : ../models/spf_lut_x4_1sam/ | Iter:198000, Sample:576000, GPixel:2.70e-03, dT:0.0029, rT:0.3429 +24-08-11 13:17:34.091 : Checkpoint saved 198000 +24-08-11 13:17:34.611 : Iter 198000 | Dataset Set5 | AVG Val PSNR: 31.056130 +24-08-11 13:17:36.839 : Iter 198000 | Dataset Set14 | AVG Val PSNR: 27.913775 +24-08-11 13:18:17.916 : ../models/spf_lut_x4_1sam/ | Iter:198100, Sample:579200, GPixel:2.61e-03, dT:0.0031, rT:0.3447 +24-08-11 13:18:58.945 : ../models/spf_lut_x4_1sam/ | Iter:198200, Sample:582400, GPixel:2.68e-03, dT:0.0029, rT:0.3431 +24-08-11 13:19:40.001 : ../models/spf_lut_x4_1sam/ | Iter:198300, Sample:585600, GPixel:2.63e-03, dT:0.0030, rT:0.3438 +24-08-11 13:20:21.044 : ../models/spf_lut_x4_1sam/ | Iter:198400, Sample:588800, GPixel:2.65e-03, dT:0.0029, rT:0.3431 +24-08-11 13:21:02.107 : ../models/spf_lut_x4_1sam/ | Iter:198500, Sample:592000, GPixel:2.71e-03, dT:0.0031, rT:0.3434 +24-08-11 13:21:46.103 : ../models/spf_lut_x4_1sam/ | Iter:198600, Sample:595200, GPixel:2.71e-03, dT:0.0063, rT:0.3721 +24-08-11 13:22:27.141 : ../models/spf_lut_x4_1sam/ | Iter:198700, Sample:598400, GPixel:2.76e-03, dT:0.0028, rT:0.3442 +24-08-11 13:23:08.154 : ../models/spf_lut_x4_1sam/ | Iter:198800, Sample:601600, GPixel:2.81e-03, dT:0.0028, rT:0.3433 +24-08-11 13:23:49.162 : ../models/spf_lut_x4_1sam/ | Iter:198900, Sample:604800, GPixel:2.65e-03, dT:0.0027, rT:0.3433 +24-08-11 13:24:30.181 : ../models/spf_lut_x4_1sam/ | Iter:199000, Sample:608000, GPixel:2.58e-03, dT:0.0028, rT:0.3433 +24-08-11 13:25:11.228 : ../models/spf_lut_x4_1sam/ | Iter:199100, Sample:611200, GPixel:2.55e-03, dT:0.0030, rT:0.3436 +24-08-11 13:25:52.292 : ../models/spf_lut_x4_1sam/ | Iter:199200, Sample:614400, GPixel:2.84e-03, dT:0.0031, rT:0.3434 +24-08-11 13:26:33.333 : ../models/spf_lut_x4_1sam/ | Iter:199300, Sample:617600, GPixel:2.67e-03, dT:0.0030, rT:0.3432 +24-08-11 13:27:14.381 : ../models/spf_lut_x4_1sam/ | Iter:199400, Sample:620800, GPixel:2.65e-03, dT:0.0031, rT:0.3427 +24-08-11 13:27:55.414 : ../models/spf_lut_x4_1sam/ | Iter:199500, Sample:624000, GPixel:2.64e-03, dT:0.0029, rT:0.3427 +24-08-11 13:28:36.446 : ../models/spf_lut_x4_1sam/ | Iter:199600, Sample:627200, GPixel:2.79e-03, dT:0.0029, rT:0.3427 +24-08-11 13:29:20.381 : ../models/spf_lut_x4_1sam/ | Iter:199700, Sample:630400, GPixel:2.65e-03, dT:0.0068, rT:0.3693 +24-08-11 13:30:01.414 : ../models/spf_lut_x4_1sam/ | Iter:199800, Sample:633600, GPixel:2.83e-03, dT:0.0029, rT:0.3435 +24-08-11 13:30:42.436 : ../models/spf_lut_x4_1sam/ | Iter:199900, Sample:636800, GPixel:2.67e-03, dT:0.0028, rT:0.3433 +24-08-11 13:31:23.477 : ../models/spf_lut_x4_1sam/ | Iter:200000, Sample:640000, GPixel:2.69e-03, dT:0.0029, rT:0.3430 +24-08-11 13:31:23.515 : Checkpoint saved 200000 +24-08-11 13:31:24.079 : Iter 200000 | Dataset Set5 | AVG Val PSNR: 31.030377 +24-08-11 13:31:26.519 : Iter 200000 | Dataset Set14 | AVG Val PSNR: 27.901363 +24-08-11 13:31:26.520 : Complete +24-08-12 09:18:59.473 : None +24-08-12 09:19:55.708 : ../models/spf_lut_x4_1sam/ | Iter:200100, Sample: 3200, GPixel:2.74e-03, dT:0.0092, rT:0.3586 +24-08-12 09:20:39.725 : ../models/spf_lut_x4_1sam/ | Iter:200200, Sample: 6400, GPixel:2.62e-03, dT:0.0065, rT:0.3715 +24-08-12 09:21:20.717 : ../models/spf_lut_x4_1sam/ | Iter:200300, Sample: 9600, GPixel:2.83e-03, dT:0.0036, rT:0.3432 +24-08-12 09:22:01.586 : ../models/spf_lut_x4_1sam/ | Iter:200400, Sample: 12800, GPixel:2.67e-03, dT:0.0028, rT:0.3425 +24-08-12 09:22:42.534 : ../models/spf_lut_x4_1sam/ | Iter:200500, Sample: 16000, GPixel:2.70e-03, dT:0.0029, rT:0.3436 +24-08-12 09:23:23.430 : ../models/spf_lut_x4_1sam/ | Iter:200600, Sample: 19200, GPixel:2.71e-03, dT:0.0027, rT:0.3425 +24-08-12 09:24:04.348 : ../models/spf_lut_x4_1sam/ | Iter:200700, Sample: 22400, GPixel:2.70e-03, dT:0.0028, rT:0.3434 +24-08-12 09:24:45.270 : ../models/spf_lut_x4_1sam/ | Iter:200800, Sample: 25600, GPixel:2.70e-03, dT:0.0028, rT:0.3430 +24-08-12 09:25:26.195 : ../models/spf_lut_x4_1sam/ | Iter:200900, Sample: 28800, GPixel:2.61e-03, dT:0.0029, rT:0.3440 +24-08-12 09:26:07.111 : ../models/spf_lut_x4_1sam/ | Iter:201000, Sample: 32000, GPixel:2.67e-03, dT:0.0028, rT:0.3437 +24-08-12 09:26:48.045 : ../models/spf_lut_x4_1sam/ | Iter:201100, Sample: 35200, GPixel:2.69e-03, dT:0.0029, rT:0.3439 +24-08-12 09:27:28.984 : ../models/spf_lut_x4_1sam/ | Iter:201200, Sample: 38400, GPixel:2.74e-03, dT:0.0029, rT:0.3434 +24-08-12 09:28:13.152 : ../models/spf_lut_x4_1sam/ | Iter:201300, Sample: 41600, GPixel:2.72e-03, dT:0.0060, rT:0.3738 +24-08-12 09:28:54.122 : ../models/spf_lut_x4_1sam/ | Iter:201400, Sample: 44800, GPixel:2.77e-03, dT:0.0031, rT:0.3439 +24-08-12 09:29:35.059 : ../models/spf_lut_x4_1sam/ | Iter:201500, Sample: 48000, GPixel:2.66e-03, dT:0.0031, rT:0.3422 +24-08-12 09:30:16.013 : ../models/spf_lut_x4_1sam/ | Iter:201600, Sample: 51200, GPixel:2.71e-03, dT:0.0032, rT:0.3441 +24-08-12 09:30:56.980 : ../models/spf_lut_x4_1sam/ | Iter:201700, Sample: 54400, GPixel:2.80e-03, dT:0.0031, rT:0.3441 +24-08-12 09:31:37.910 : ../models/spf_lut_x4_1sam/ | Iter:201800, Sample: 57600, GPixel:2.73e-03, dT:0.0030, rT:0.3429 +24-08-12 09:32:18.869 : ../models/spf_lut_x4_1sam/ | Iter:201900, Sample: 60800, GPixel:2.66e-03, dT:0.0031, rT:0.3427 +24-08-12 09:32:59.774 : ../models/spf_lut_x4_1sam/ | Iter:202000, Sample: 64000, GPixel:2.73e-03, dT:0.0028, rT:0.3424 +24-08-12 09:32:59.811 : Checkpoint saved 202000 +24-08-12 09:33:01.469 : Iter 202000 | Dataset Set5 | AVG Val PSNR: 31.037858 +24-08-12 09:33:05.551 : Iter 202000 | Dataset Set14 | AVG Val PSNR: 27.900007 +24-08-12 09:33:46.651 : ../models/spf_lut_x4_1sam/ | Iter:202100, Sample: 67200, GPixel:2.65e-03, dT:0.0032, rT:0.3443 +24-08-12 09:34:27.558 : ../models/spf_lut_x4_1sam/ | Iter:202200, Sample: 70400, GPixel:2.71e-03, dT:0.0028, rT:0.3424 +24-08-12 09:35:08.489 : ../models/spf_lut_x4_1sam/ | Iter:202300, Sample: 73600, GPixel:2.73e-03, dT:0.0029, rT:0.3443 +24-08-12 09:35:52.918 : ../models/spf_lut_x4_1sam/ | Iter:202400, Sample: 76800, GPixel:2.68e-03, dT:0.0078, rT:0.3733 +24-08-12 09:36:33.924 : ../models/spf_lut_x4_1sam/ | Iter:202500, Sample: 80000, GPixel:2.73e-03, dT:0.0031, rT:0.3441 +24-08-12 09:37:14.852 : ../models/spf_lut_x4_1sam/ | Iter:202600, Sample: 83200, GPixel:2.64e-03, dT:0.0030, rT:0.3427 +24-08-12 09:37:55.786 : ../models/spf_lut_x4_1sam/ | Iter:202700, Sample: 86400, GPixel:2.71e-03, dT:0.0030, rT:0.3428 +24-08-12 09:38:36.701 : ../models/spf_lut_x4_1sam/ | Iter:202800, Sample: 89600, GPixel:2.75e-03, dT:0.0029, rT:0.3434 +24-08-12 09:39:17.628 : ../models/spf_lut_x4_1sam/ | Iter:202900, Sample: 92800, GPixel:2.82e-03, dT:0.0029, rT:0.3437 +24-08-12 09:39:58.582 : ../models/spf_lut_x4_1sam/ | Iter:203000, Sample: 96000, GPixel:2.77e-03, dT:0.0030, rT:0.3441 +24-08-12 09:40:39.508 : ../models/spf_lut_x4_1sam/ | Iter:203100, Sample: 99200, GPixel:2.66e-03, dT:0.0029, rT:0.3444 +24-08-12 09:41:20.435 : ../models/spf_lut_x4_1sam/ | Iter:203200, Sample:102400, GPixel:2.70e-03, dT:0.0029, rT:0.3430 +24-08-12 09:42:01.369 : ../models/spf_lut_x4_1sam/ | Iter:203300, Sample:105600, GPixel:2.75e-03, dT:0.0030, rT:0.3430 +24-08-12 09:42:42.343 : ../models/spf_lut_x4_1sam/ | Iter:203400, Sample:108800, GPixel:2.93e-03, dT:0.0033, rT:0.3438 +24-08-12 09:43:26.715 : ../models/spf_lut_x4_1sam/ | Iter:203500, Sample:112000, GPixel:2.60e-03, dT:0.0067, rT:0.3731 +24-08-12 09:44:07.753 : ../models/spf_lut_x4_1sam/ | Iter:203600, Sample:115200, GPixel:2.64e-03, dT:0.0033, rT:0.3443 +24-08-12 09:44:48.734 : ../models/spf_lut_x4_1sam/ | Iter:203700, Sample:118400, GPixel:2.72e-03, dT:0.0034, rT:0.3431 +24-08-12 09:45:29.715 : ../models/spf_lut_x4_1sam/ | Iter:203800, Sample:121600, GPixel:2.76e-03, dT:0.0033, rT:0.3434 +24-08-12 09:46:10.683 : ../models/spf_lut_x4_1sam/ | Iter:203900, Sample:124800, GPixel:2.71e-03, dT:0.0033, rT:0.3437 +24-08-12 09:46:51.688 : ../models/spf_lut_x4_1sam/ | Iter:204000, Sample:128000, GPixel:2.78e-03, dT:0.0034, rT:0.3437 +24-08-12 09:46:51.727 : Checkpoint saved 204000 +24-08-12 09:46:52.228 : Iter 204000 | Dataset Set5 | AVG Val PSNR: 31.070464 +24-08-12 09:46:54.471 : Iter 204000 | Dataset Set14 | AVG Val PSNR: 27.924835 +24-08-12 09:47:35.451 : ../models/spf_lut_x4_1sam/ | Iter:204100, Sample:131200, GPixel:2.59e-03, dT:0.0034, rT:0.3432 +24-08-12 09:48:16.431 : ../models/spf_lut_x4_1sam/ | Iter:204200, Sample:134400, GPixel:2.78e-03, dT:0.0033, rT:0.3429 +24-08-12 09:48:57.405 : ../models/spf_lut_x4_1sam/ | Iter:204300, Sample:137600, GPixel:2.70e-03, dT:0.0032, rT:0.3432 +24-08-12 09:49:38.403 : ../models/spf_lut_x4_1sam/ | Iter:204400, Sample:140800, GPixel:2.71e-03, dT:0.0035, rT:0.3436 +24-08-12 09:50:19.380 : ../models/spf_lut_x4_1sam/ | Iter:204500, Sample:144000, GPixel:2.78e-03, dT:0.0034, rT:0.3426 +24-08-12 09:51:03.881 : ../models/spf_lut_x4_1sam/ | Iter:204600, Sample:147200, GPixel:2.69e-03, dT:0.0062, rT:0.3757 +24-08-12 09:51:44.866 : ../models/spf_lut_x4_1sam/ | Iter:204700, Sample:150400, GPixel:2.75e-03, dT:0.0034, rT:0.3439 +24-08-12 09:52:25.826 : ../models/spf_lut_x4_1sam/ | Iter:204800, Sample:153600, GPixel:2.75e-03, dT:0.0032, rT:0.3439 +24-08-12 09:53:06.762 : ../models/spf_lut_x4_1sam/ | Iter:204900, Sample:156800, GPixel:2.72e-03, dT:0.0031, rT:0.3435 +24-08-12 09:53:47.759 : ../models/spf_lut_x4_1sam/ | Iter:205000, Sample:160000, GPixel:2.79e-03, dT:0.0034, rT:0.3430 +24-08-12 09:54:28.794 : ../models/spf_lut_x4_1sam/ | Iter:205100, Sample:163200, GPixel:2.82e-03, dT:0.0035, rT:0.3433 +24-08-12 09:55:09.789 : ../models/spf_lut_x4_1sam/ | Iter:205200, Sample:166400, GPixel:2.66e-03, dT:0.0034, rT:0.3429 +24-08-12 09:55:50.789 : ../models/spf_lut_x4_1sam/ | Iter:205300, Sample:169600, GPixel:2.58e-03, dT:0.0034, rT:0.3427 +24-08-12 09:56:31.797 : ../models/spf_lut_x4_1sam/ | Iter:205400, Sample:172800, GPixel:2.69e-03, dT:0.0035, rT:0.3442 +24-08-12 09:57:12.747 : ../models/spf_lut_x4_1sam/ | Iter:205500, Sample:176000, GPixel:2.77e-03, dT:0.0031, rT:0.3435 +24-08-12 09:57:53.699 : ../models/spf_lut_x4_1sam/ | Iter:205600, Sample:179200, GPixel:2.65e-03, dT:0.0032, rT:0.3437 +24-08-12 09:58:37.557 : ../models/spf_lut_x4_1sam/ | Iter:205700, Sample:182400, GPixel:2.68e-03, dT:0.0056, rT:0.3684 +24-08-12 09:59:18.532 : ../models/spf_lut_x4_1sam/ | Iter:205800, Sample:185600, GPixel:2.77e-03, dT:0.0033, rT:0.3425 +24-08-12 09:59:59.516 : ../models/spf_lut_x4_1sam/ | Iter:205900, Sample:188800, GPixel:2.58e-03, dT:0.0033, rT:0.3436 +24-08-12 10:00:40.485 : ../models/spf_lut_x4_1sam/ | Iter:206000, Sample:192000, GPixel:2.74e-03, dT:0.0032, rT:0.3430 +24-08-12 10:00:40.523 : Checkpoint saved 206000 +24-08-12 10:00:41.024 : Iter 206000 | Dataset Set5 | AVG Val PSNR: 31.060381 +24-08-12 10:00:43.230 : Iter 206000 | Dataset Set14 | AVG Val PSNR: 27.928755 +24-08-12 10:01:24.182 : ../models/spf_lut_x4_1sam/ | Iter:206100, Sample:195200, GPixel:2.84e-03, dT:0.0031, rT:0.3440 +24-08-12 10:02:05.145 : ../models/spf_lut_x4_1sam/ | Iter:206200, Sample:198400, GPixel:2.69e-03, dT:0.0031, rT:0.3429 +24-08-12 10:02:46.130 : ../models/spf_lut_x4_1sam/ | Iter:206300, Sample:201600, GPixel:2.62e-03, dT:0.0032, rT:0.3438 +24-08-12 10:03:27.095 : ../models/spf_lut_x4_1sam/ | Iter:206400, Sample:204800, GPixel:2.82e-03, dT:0.0032, rT:0.3442 +24-08-12 10:04:08.052 : ../models/spf_lut_x4_1sam/ | Iter:206500, Sample:208000, GPixel:2.66e-03, dT:0.0032, rT:0.3437 +24-08-12 10:04:48.996 : ../models/spf_lut_x4_1sam/ | Iter:206600, Sample:211200, GPixel:2.83e-03, dT:0.0031, rT:0.3432 +24-08-12 10:05:29.958 : ../models/spf_lut_x4_1sam/ | Iter:206700, Sample:214400, GPixel:2.63e-03, dT:0.0030, rT:0.3434 +24-08-12 10:06:14.292 : ../models/spf_lut_x4_1sam/ | Iter:206800, Sample:217600, GPixel:2.67e-03, dT:0.0059, rT:0.3734 +24-08-12 10:06:55.322 : ../models/spf_lut_x4_1sam/ | Iter:206900, Sample:220800, GPixel:2.78e-03, dT:0.0034, rT:0.3450 +24-08-12 10:07:36.311 : ../models/spf_lut_x4_1sam/ | Iter:207000, Sample:224000, GPixel:2.72e-03, dT:0.0033, rT:0.3436 +24-08-12 10:08:17.283 : ../models/spf_lut_x4_1sam/ | Iter:207100, Sample:227200, GPixel:2.71e-03, dT:0.0032, rT:0.3448 +24-08-12 10:08:58.235 : ../models/spf_lut_x4_1sam/ | Iter:207200, Sample:230400, GPixel:2.71e-03, dT:0.0031, rT:0.3429 +24-08-12 10:09:39.242 : ../models/spf_lut_x4_1sam/ | Iter:207300, Sample:233600, GPixel:2.71e-03, dT:0.0035, rT:0.3431 +24-08-12 10:10:20.163 : ../models/spf_lut_x4_1sam/ | Iter:207400, Sample:236800, GPixel:2.73e-03, dT:0.0029, rT:0.3427 +24-08-12 10:11:01.135 : ../models/spf_lut_x4_1sam/ | Iter:207500, Sample:240000, GPixel:2.67e-03, dT:0.0032, rT:0.3433 +24-08-12 10:11:42.100 : ../models/spf_lut_x4_1sam/ | Iter:207600, Sample:243200, GPixel:2.75e-03, dT:0.0031, rT:0.3433 +24-08-12 10:12:23.053 : ../models/spf_lut_x4_1sam/ | Iter:207700, Sample:246400, GPixel:2.77e-03, dT:0.0031, rT:0.3429 +24-08-12 10:13:03.988 : ../models/spf_lut_x4_1sam/ | Iter:207800, Sample:249600, GPixel:2.68e-03, dT:0.0030, rT:0.3425 +24-08-12 10:13:48.145 : ../models/spf_lut_x4_1sam/ | Iter:207900, Sample:252800, GPixel:2.71e-03, dT:0.0052, rT:0.3740 +24-08-12 10:14:29.102 : ../models/spf_lut_x4_1sam/ | Iter:208000, Sample:256000, GPixel:2.78e-03, dT:0.0031, rT:0.3429 +24-08-12 10:14:29.140 : Checkpoint saved 208000 +24-08-12 10:14:29.707 : Iter 208000 | Dataset Set5 | AVG Val PSNR: 31.070067 +24-08-12 10:14:32.003 : Iter 208000 | Dataset Set14 | AVG Val PSNR: 27.936904 +24-08-12 10:15:12.944 : ../models/spf_lut_x4_1sam/ | Iter:208100, Sample:259200, GPixel:2.75e-03, dT:0.0030, rT:0.3439 +24-08-12 10:15:53.899 : ../models/spf_lut_x4_1sam/ | Iter:208200, Sample:262400, GPixel:2.61e-03, dT:0.0031, rT:0.3427 +24-08-12 10:16:34.846 : ../models/spf_lut_x4_1sam/ | Iter:208300, Sample:265600, GPixel:2.72e-03, dT:0.0031, rT:0.3425 +24-08-12 10:17:15.775 : ../models/spf_lut_x4_1sam/ | Iter:208400, Sample:268800, GPixel:2.80e-03, dT:0.0030, rT:0.3419 +24-08-12 10:17:56.683 : ../models/spf_lut_x4_1sam/ | Iter:208500, Sample:272000, GPixel:2.50e-03, dT:0.0029, rT:0.3430 +24-08-12 10:18:37.632 : ../models/spf_lut_x4_1sam/ | Iter:208600, Sample:275200, GPixel:2.76e-03, dT:0.0031, rT:0.3431 +24-08-12 10:19:18.611 : ../models/spf_lut_x4_1sam/ | Iter:208700, Sample:278400, GPixel:2.54e-03, dT:0.0032, rT:0.3436 +24-08-12 10:19:59.546 : ../models/spf_lut_x4_1sam/ | Iter:208800, Sample:281600, GPixel:2.66e-03, dT:0.0030, rT:0.3430 +24-08-12 10:20:40.483 : ../models/spf_lut_x4_1sam/ | Iter:208900, Sample:284800, GPixel:2.69e-03, dT:0.0030, rT:0.3438 +24-08-12 10:21:25.043 : ../models/spf_lut_x4_1sam/ | Iter:209000, Sample:288000, GPixel:2.67e-03, dT:0.0057, rT:0.3782 +24-08-12 10:22:05.987 : 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Iter:209900, Sample:316800, GPixel:2.57e-03, dT:0.0031, rT:0.3434 +24-08-12 10:28:14.591 : ../models/spf_lut_x4_1sam/ | Iter:210000, Sample:320000, GPixel:2.74e-03, dT:0.0030, rT:0.3426 +24-08-12 10:28:14.630 : Checkpoint saved 210000 +24-08-12 10:28:15.198 : Iter 210000 | Dataset Set5 | AVG Val PSNR: 31.071990 +24-08-12 10:28:17.599 : Iter 210000 | Dataset Set14 | AVG Val PSNR: 27.921375 +24-08-12 10:29:02.143 : ../models/spf_lut_x4_1sam/ | Iter:210100, Sample:323200, GPixel:2.74e-03, dT:0.0073, rT:0.3752 +24-08-12 10:29:43.139 : ../models/spf_lut_x4_1sam/ | Iter:210200, Sample:326400, GPixel:2.72e-03, dT:0.0034, rT:0.3443 +24-08-12 10:30:24.100 : ../models/spf_lut_x4_1sam/ | Iter:210300, Sample:329600, GPixel:2.79e-03, dT:0.0030, rT:0.3449 +24-08-12 10:31:05.049 : ../models/spf_lut_x4_1sam/ | Iter:210400, Sample:332800, GPixel:2.71e-03, dT:0.0031, rT:0.3433 +24-08-12 10:31:45.960 : ../models/spf_lut_x4_1sam/ | Iter:210500, Sample:336000, GPixel:2.65e-03, dT:0.0028, rT:0.3421 +24-08-12 10:32:26.913 : ../models/spf_lut_x4_1sam/ | Iter:210600, Sample:339200, GPixel:2.45e-03, dT:0.0031, rT:0.3429 +24-08-12 10:33:07.853 : ../models/spf_lut_x4_1sam/ | Iter:210700, Sample:342400, GPixel:2.66e-03, dT:0.0030, rT:0.3437 +24-08-12 10:33:48.818 : ../models/spf_lut_x4_1sam/ | Iter:210800, Sample:345600, GPixel:2.84e-03, dT:0.0030, rT:0.3439 +24-08-12 10:34:29.751 : ../models/spf_lut_x4_1sam/ | Iter:210900, Sample:348800, GPixel:2.78e-03, dT:0.0030, rT:0.3439 +24-08-12 10:35:10.699 : ../models/spf_lut_x4_1sam/ | Iter:211000, Sample:352000, GPixel:2.68e-03, dT:0.0030, rT:0.3442 +24-08-12 10:35:51.668 : ../models/spf_lut_x4_1sam/ | Iter:211100, Sample:355200, GPixel:2.74e-03, dT:0.0032, rT:0.3436 +24-08-12 10:36:35.620 : ../models/spf_lut_x4_1sam/ | Iter:211200, Sample:358400, GPixel:2.69e-03, dT:0.0065, rT:0.3695 +24-08-12 10:37:16.584 : ../models/spf_lut_x4_1sam/ | Iter:211300, Sample:361600, GPixel:2.69e-03, dT:0.0031, rT:0.3426 +24-08-12 10:37:57.578 : 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Val PSNR: 27.911017 +24-08-12 10:42:47.109 : ../models/spf_lut_x4_1sam/ | Iter:212100, Sample:387200, GPixel:2.72e-03, dT:0.0029, rT:0.3437 +24-08-12 10:43:28.030 : ../models/spf_lut_x4_1sam/ | Iter:212200, Sample:390400, GPixel:2.70e-03, dT:0.0029, rT:0.3431 +24-08-12 10:44:12.161 : ../models/spf_lut_x4_1sam/ | Iter:212300, Sample:393600, GPixel:2.86e-03, dT:0.0064, rT:0.3729 +24-08-12 10:44:53.111 : ../models/spf_lut_x4_1sam/ | Iter:212400, Sample:396800, GPixel:2.71e-03, dT:0.0030, rT:0.3433 +24-08-12 10:45:34.063 : ../models/spf_lut_x4_1sam/ | Iter:212500, Sample:400000, GPixel:2.65e-03, dT:0.0031, rT:0.3426 +24-08-12 10:46:15.021 : ../models/spf_lut_x4_1sam/ | Iter:212600, Sample:403200, GPixel:2.76e-03, dT:0.0032, rT:0.3435 +24-08-12 10:46:55.958 : ../models/spf_lut_x4_1sam/ | Iter:212700, Sample:406400, GPixel:2.82e-03, dT:0.0029, rT:0.3433 +24-08-12 10:47:36.908 : ../models/spf_lut_x4_1sam/ | Iter:212800, Sample:409600, GPixel:2.68e-03, dT:0.0032, rT:0.3433 +24-08-12 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dT:0.0030, rT:0.3431 +24-08-12 10:58:37.943 : ../models/spf_lut_x4_1sam/ | Iter:214400, Sample:460800, GPixel:2.61e-03, dT:0.0031, rT:0.3439 +24-08-12 10:59:21.886 : ../models/spf_lut_x4_1sam/ | Iter:214500, Sample:464000, GPixel:2.64e-03, dT:0.0068, rT:0.3696 +24-08-12 11:00:02.965 : ../models/spf_lut_x4_1sam/ | Iter:214600, Sample:467200, GPixel:2.82e-03, dT:0.0033, rT:0.3441 +24-08-12 11:00:43.965 : ../models/spf_lut_x4_1sam/ | Iter:214700, Sample:470400, GPixel:2.68e-03, dT:0.0033, rT:0.3457 +24-08-12 11:01:24.887 : ../models/spf_lut_x4_1sam/ | Iter:214800, Sample:473600, GPixel:2.76e-03, dT:0.0030, rT:0.3438 +24-08-12 11:02:05.886 : ../models/spf_lut_x4_1sam/ | Iter:214900, Sample:476800, GPixel:2.81e-03, dT:0.0032, rT:0.3432 +24-08-12 11:02:46.853 : ../models/spf_lut_x4_1sam/ | Iter:215000, Sample:480000, GPixel:2.86e-03, dT:0.0033, rT:0.3441 +24-08-12 11:03:27.786 : ../models/spf_lut_x4_1sam/ | Iter:215100, Sample:483200, GPixel:2.85e-03, dT:0.0030, rT:0.3434 +24-08-12 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../models/spf_lut_x4_1sam/ | Iter:216000, Sample:512000, GPixel:2.52e-03, dT:0.0030, rT:0.3439 +24-08-12 11:09:39.557 : Checkpoint saved 216000 +24-08-12 11:09:40.129 : Iter 216000 | Dataset Set5 | AVG Val PSNR: 31.056103 +24-08-12 11:09:42.559 : Iter 216000 | Dataset Set14 | AVG Val PSNR: 27.907044 +24-08-12 11:10:23.506 : ../models/spf_lut_x4_1sam/ | Iter:216100, Sample:515200, GPixel:2.62e-03, dT:0.0030, rT:0.3433 +24-08-12 11:11:04.451 : ../models/spf_lut_x4_1sam/ | Iter:216200, Sample:518400, GPixel:2.67e-03, dT:0.0029, rT:0.3435 +24-08-12 11:11:45.395 : ../models/spf_lut_x4_1sam/ | Iter:216300, Sample:521600, GPixel:2.88e-03, dT:0.0030, rT:0.3437 +24-08-12 11:12:26.388 : ../models/spf_lut_x4_1sam/ | Iter:216400, Sample:524800, GPixel:2.65e-03, dT:0.0032, rT:0.3440 +24-08-12 11:13:07.343 : ../models/spf_lut_x4_1sam/ | Iter:216500, Sample:528000, GPixel:2.76e-03, dT:0.0031, rT:0.3453 +24-08-12 11:13:48.288 : ../models/spf_lut_x4_1sam/ | Iter:216600, Sample:531200, GPixel:2.66e-03, 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11:20:00.229 : ../models/spf_lut_x4_1sam/ | Iter:217500, Sample:560000, GPixel:2.71e-03, dT:0.0029, rT:0.3423 +24-08-12 11:20:41.164 : ../models/spf_lut_x4_1sam/ | Iter:217600, Sample:563200, GPixel:2.73e-03, dT:0.0030, rT:0.3439 +24-08-12 11:21:22.083 : ../models/spf_lut_x4_1sam/ | Iter:217700, Sample:566400, GPixel:2.82e-03, dT:0.0029, rT:0.3433 +24-08-12 11:22:06.533 : ../models/spf_lut_x4_1sam/ | Iter:217800, Sample:569600, GPixel:2.74e-03, dT:0.0064, rT:0.3770 +24-08-12 11:22:47.483 : ../models/spf_lut_x4_1sam/ | Iter:217900, Sample:572800, GPixel:2.80e-03, dT:0.0031, rT:0.3434 +24-08-12 11:23:28.427 : ../models/spf_lut_x4_1sam/ | Iter:218000, Sample:576000, GPixel:2.84e-03, dT:0.0031, rT:0.3427 +24-08-12 11:23:28.466 : Checkpoint saved 218000 +24-08-12 11:23:29.046 : Iter 218000 | Dataset Set5 | AVG Val PSNR: 31.037231 +24-08-12 11:23:31.503 : Iter 218000 | Dataset Set14 | AVG Val PSNR: 27.903053 +24-08-12 11:24:12.436 : ../models/spf_lut_x4_1sam/ | Iter:218100, Sample:579200, 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../models/spf_lut_x4_1sam/ | Iter:219800, Sample:633600, GPixel:2.87e-03, dT:0.0034, rT:0.3445 +24-08-12 11:36:33.150 : ../models/spf_lut_x4_1sam/ | Iter:219900, Sample:636800, GPixel:2.76e-03, dT:0.0030, rT:0.3430 +24-08-12 11:37:17.341 : ../models/spf_lut_x4_1sam/ | Iter:220000, Sample:640000, GPixel:2.60e-03, dT:0.0064, rT:0.3712 +24-08-12 11:37:17.397 : Checkpoint saved 220000 +24-08-12 11:37:18.003 : Iter 220000 | Dataset Set5 | AVG Val PSNR: 31.032294 +24-08-12 11:37:20.562 : Iter 220000 | Dataset Set14 | AVG Val PSNR: 27.916758 +24-08-12 11:38:01.540 : ../models/spf_lut_x4_1sam/ | Iter:220100, Sample:643200, GPixel:2.63e-03, dT:0.0031, rT:0.3432 +24-08-12 11:38:42.498 : ../models/spf_lut_x4_1sam/ | Iter:220200, Sample:646400, GPixel:2.56e-03, dT:0.0031, rT:0.3428 +24-08-12 11:39:23.435 : ../models/spf_lut_x4_1sam/ | Iter:220300, Sample:649600, GPixel:2.76e-03, dT:0.0029, rT:0.3433 +24-08-12 11:40:04.414 : ../models/spf_lut_x4_1sam/ | Iter:220400, Sample:652800, GPixel:2.63e-03, 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+24-08-12 11:51:04.097 : Iter 222000 | Dataset Set5 | AVG Val PSNR: 31.019586 +24-08-12 11:51:06.372 : Iter 222000 | Dataset Set14 | AVG Val PSNR: 27.904072 +24-08-12 11:51:47.312 : ../models/spf_lut_x4_1sam/ | Iter:222100, Sample:707200, GPixel:2.58e-03, dT:0.0030, rT:0.3435 +24-08-12 11:52:31.263 : ../models/spf_lut_x4_1sam/ | Iter:222200, Sample:710400, GPixel:2.64e-03, dT:0.0055, rT:0.3696 +24-08-12 11:53:12.301 : ../models/spf_lut_x4_1sam/ | Iter:222300, Sample:713600, GPixel:2.75e-03, dT:0.0034, rT:0.3442 +24-08-12 11:53:53.239 : ../models/spf_lut_x4_1sam/ | Iter:222400, Sample:716800, GPixel:2.67e-03, dT:0.0031, rT:0.3436 +24-08-12 11:54:34.163 : ../models/spf_lut_x4_1sam/ | Iter:222500, Sample:720000, GPixel:2.78e-03, dT:0.0030, rT:0.3437 +24-08-12 11:55:15.096 : ../models/spf_lut_x4_1sam/ | Iter:222600, Sample:723200, GPixel:2.65e-03, dT:0.0030, rT:0.3425 +24-08-12 11:55:56.056 : ../models/spf_lut_x4_1sam/ | Iter:222700, Sample:726400, GPixel:2.60e-03, dT:0.0031, rT:0.3436 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dT:0.0032, rT:0.3440 +24-08-12 12:22:52.521 : ../models/spf_lut_x4_1sam/ | Iter:226600, Sample:851200, GPixel:2.69e-03, dT:0.0059, rT:0.3689 +24-08-12 12:23:33.450 : ../models/spf_lut_x4_1sam/ | Iter:226700, Sample:854400, GPixel:2.62e-03, dT:0.0029, rT:0.3434 +24-08-12 12:24:14.400 : ../models/spf_lut_x4_1sam/ | Iter:226800, Sample:857600, GPixel:2.65e-03, dT:0.0030, rT:0.3436 +24-08-12 12:24:55.310 : ../models/spf_lut_x4_1sam/ | Iter:226900, Sample:860800, GPixel:2.68e-03, dT:0.0029, rT:0.3423 +24-08-12 12:25:36.261 : ../models/spf_lut_x4_1sam/ | Iter:227000, Sample:864000, GPixel:2.75e-03, dT:0.0031, rT:0.3433 +24-08-12 12:26:17.176 : ../models/spf_lut_x4_1sam/ | Iter:227100, Sample:867200, GPixel:2.71e-03, dT:0.0029, rT:0.3431 +24-08-12 12:26:58.104 : ../models/spf_lut_x4_1sam/ | Iter:227200, Sample:870400, GPixel:2.80e-03, dT:0.0029, rT:0.3429 +24-08-12 12:27:39.061 : ../models/spf_lut_x4_1sam/ | Iter:227300, Sample:873600, GPixel:2.59e-03, dT:0.0032, rT:0.3426 +24-08-12 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Dataset Set14 | AVG Val PSNR: 27.903792 +24-08-12 12:33:12.561 : ../models/spf_lut_x4_1sam/ | Iter:228100, Sample:899200, GPixel:2.69e-03, dT:0.0031, rT:0.3429 +24-08-12 12:33:53.498 : ../models/spf_lut_x4_1sam/ | Iter:228200, Sample:902400, GPixel:2.72e-03, dT:0.0030, rT:0.3437 +24-08-12 12:34:34.456 : ../models/spf_lut_x4_1sam/ | Iter:228300, Sample:905600, GPixel:2.68e-03, dT:0.0031, rT:0.3443 +24-08-12 12:35:15.352 : ../models/spf_lut_x4_1sam/ | Iter:228400, Sample:908800, GPixel:2.68e-03, dT:0.0028, rT:0.3424 +24-08-12 12:35:56.280 : ../models/spf_lut_x4_1sam/ | Iter:228500, Sample:912000, GPixel:2.73e-03, dT:0.0030, rT:0.3431 +24-08-12 12:36:37.190 : ../models/spf_lut_x4_1sam/ | Iter:228600, Sample:915200, GPixel:2.75e-03, dT:0.0028, rT:0.3439 +24-08-12 12:37:18.107 : ../models/spf_lut_x4_1sam/ | Iter:228700, Sample:918400, GPixel:2.62e-03, dT:0.0028, rT:0.3427 +24-08-12 12:38:01.874 : ../models/spf_lut_x4_1sam/ | Iter:228800, Sample:921600, GPixel:2.86e-03, dT:0.0060, rT:0.3688 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rT:0.3438 +24-08-12 13:10:25.552 : ../models/spf_lut_x4_1sam/ | Iter:233500, Sample:1072000, GPixel:2.64e-03, dT:0.0030, rT:0.3434 +24-08-12 13:11:06.511 : ../models/spf_lut_x4_1sam/ | Iter:233600, Sample:1075200, GPixel:2.50e-03, dT:0.0032, rT:0.3442 +24-08-12 13:11:47.458 : ../models/spf_lut_x4_1sam/ | Iter:233700, Sample:1078400, GPixel:2.65e-03, dT:0.0030, rT:0.3445 +24-08-12 13:12:28.384 : ../models/spf_lut_x4_1sam/ | Iter:233800, Sample:1081600, GPixel:2.74e-03, dT:0.0030, rT:0.3421 +24-08-12 13:13:09.291 : ../models/spf_lut_x4_1sam/ | Iter:233900, Sample:1084800, GPixel:2.74e-03, dT:0.0029, rT:0.3435 +24-08-12 13:13:50.233 : ../models/spf_lut_x4_1sam/ | Iter:234000, Sample:1088000, GPixel:2.62e-03, dT:0.0031, rT:0.3442 +24-08-12 13:13:50.272 : Checkpoint saved 234000 +24-08-12 13:13:50.784 : Iter 234000 | Dataset Set5 | AVG Val PSNR: 31.035133 +24-08-12 13:13:53.153 : Iter 234000 | Dataset Set14 | AVG Val PSNR: 27.921669 +24-08-12 13:14:34.103 : ../models/spf_lut_x4_1sam/ | 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rT:0.3427 +24-08-12 13:26:16.394 : ../models/spf_lut_x4_1sam/ | Iter:235800, Sample:1145600, GPixel:2.70e-03, dT:0.0031, rT:0.3427 +24-08-12 13:26:57.347 : ../models/spf_lut_x4_1sam/ | Iter:235900, Sample:1148800, GPixel:2.73e-03, dT:0.0030, rT:0.3422 +24-08-12 13:27:38.275 : ../models/spf_lut_x4_1sam/ | Iter:236000, Sample:1152000, GPixel:2.69e-03, dT:0.0030, rT:0.3423 +24-08-12 13:27:38.312 : Checkpoint saved 236000 +24-08-12 13:27:38.882 : Iter 236000 | Dataset Set5 | AVG Val PSNR: 31.044590 +24-08-12 13:27:41.333 : Iter 236000 | Dataset Set14 | AVG Val PSNR: 27.893037 +24-08-12 13:28:22.333 : ../models/spf_lut_x4_1sam/ | Iter:236100, Sample:1155200, GPixel:2.74e-03, dT:0.0032, rT:0.3431 +24-08-12 13:29:03.267 : ../models/spf_lut_x4_1sam/ | Iter:236200, Sample:1158400, GPixel:2.72e-03, dT:0.0030, rT:0.3425 +24-08-12 13:29:44.199 : ../models/spf_lut_x4_1sam/ | Iter:236300, Sample:1161600, GPixel:2.70e-03, dT:0.0031, rT:0.3424 +24-08-12 13:30:25.162 : ../models/spf_lut_x4_1sam/ | Iter:236400, Sample:1164800, GPixel:2.80e-03, dT:0.0030, rT:0.3447 +24-08-12 13:31:08.835 : ../models/spf_lut_x4_1sam/ | Iter:236500, Sample:1168000, GPixel:2.70e-03, dT:0.0057, rT:0.3679 +24-08-12 13:31:49.763 : ../models/spf_lut_x4_1sam/ | Iter:236600, Sample:1171200, GPixel:2.72e-03, dT:0.0028, rT:0.3435 +24-08-12 13:32:30.759 : ../models/spf_lut_x4_1sam/ | Iter:236700, Sample:1174400, GPixel:2.71e-03, dT:0.0032, rT:0.3441 +24-08-12 13:33:11.705 : ../models/spf_lut_x4_1sam/ | Iter:236800, Sample:1177600, GPixel:2.76e-03, dT:0.0031, rT:0.3435 +24-08-12 13:33:52.632 : ../models/spf_lut_x4_1sam/ | Iter:236900, Sample:1180800, GPixel:2.64e-03, dT:0.0030, rT:0.3433 +24-08-12 13:34:33.590 : ../models/spf_lut_x4_1sam/ | Iter:237000, Sample:1184000, GPixel:2.57e-03, dT:0.0031, rT:0.3430 +24-08-12 13:35:14.554 : ../models/spf_lut_x4_1sam/ | Iter:237100, Sample:1187200, GPixel:2.70e-03, dT:0.0030, rT:0.3428 +24-08-12 13:35:55.499 : ../models/spf_lut_x4_1sam/ | Iter:237200, Sample:1190400, 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rT:0.3425 +24-08-12 13:41:25.909 : Checkpoint saved 238000 +24-08-12 13:41:26.490 : Iter 238000 | Dataset Set5 | AVG Val PSNR: 31.042306 +24-08-12 13:41:28.943 : Iter 238000 | Dataset Set14 | AVG Val PSNR: 27.910077 +24-08-12 13:42:09.922 : ../models/spf_lut_x4_1sam/ | Iter:238100, Sample:1219200, GPixel:2.75e-03, dT:0.0031, rT:0.3438 +24-08-12 13:42:50.843 : ../models/spf_lut_x4_1sam/ | Iter:238200, Sample:1222400, GPixel:2.79e-03, dT:0.0030, rT:0.3427 +24-08-12 13:43:31.807 : ../models/spf_lut_x4_1sam/ | Iter:238300, Sample:1225600, GPixel:2.64e-03, dT:0.0031, rT:0.3429 +24-08-12 13:44:12.738 : ../models/spf_lut_x4_1sam/ | Iter:238400, Sample:1228800, GPixel:2.67e-03, dT:0.0030, rT:0.3439 +24-08-12 13:44:53.640 : ../models/spf_lut_x4_1sam/ | Iter:238500, Sample:1232000, GPixel:2.81e-03, dT:0.0027, rT:0.3434 +24-08-12 13:45:34.580 : ../models/spf_lut_x4_1sam/ | Iter:238600, Sample:1235200, GPixel:2.83e-03, dT:0.0030, rT:0.3434 +24-08-12 13:46:18.319 : ../models/spf_lut_x4_1sam/ | Iter:238700, Sample:1238400, GPixel:2.74e-03, dT:0.0059, rT:0.3680 +24-08-12 13:46:59.402 : ../models/spf_lut_x4_1sam/ | Iter:238800, Sample:1241600, GPixel:2.79e-03, dT:0.0034, rT:0.3445 +24-08-12 13:47:40.348 : ../models/spf_lut_x4_1sam/ | Iter:238900, Sample:1244800, GPixel:2.64e-03, dT:0.0030, rT:0.3430 +24-08-12 13:48:21.277 : ../models/spf_lut_x4_1sam/ | Iter:239000, Sample:1248000, GPixel:2.82e-03, dT:0.0030, rT:0.3426 +24-08-12 13:49:02.216 : ../models/spf_lut_x4_1sam/ | Iter:239100, Sample:1251200, GPixel:2.78e-03, dT:0.0030, rT:0.3434 +24-08-12 13:49:43.144 : ../models/spf_lut_x4_1sam/ | Iter:239200, Sample:1254400, GPixel:2.56e-03, dT:0.0029, rT:0.3437 +24-08-12 13:50:24.048 : ../models/spf_lut_x4_1sam/ | Iter:239300, Sample:1257600, GPixel:2.73e-03, dT:0.0028, rT:0.3421 +24-08-12 13:51:04.988 : ../models/spf_lut_x4_1sam/ | Iter:239400, Sample:1260800, GPixel:2.65e-03, dT:0.0030, rT:0.3422 +24-08-12 13:51:45.940 : ../models/spf_lut_x4_1sam/ | Iter:239500, Sample:1264000, 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Iter:241000, Sample:1312000, GPixel:2.69e-03, dT:0.0034, rT:0.3468 +24-08-12 14:02:49.967 : ../models/spf_lut_x4_1sam/ | Iter:241100, Sample:1315200, GPixel:2.88e-03, dT:0.0030, rT:0.3427 +24-08-12 14:03:30.945 : ../models/spf_lut_x4_1sam/ | Iter:241200, Sample:1318400, GPixel:2.59e-03, dT:0.0032, rT:0.3433 +24-08-12 14:04:11.894 : ../models/spf_lut_x4_1sam/ | Iter:241300, Sample:1321600, GPixel:2.69e-03, dT:0.0031, rT:0.3431 +24-08-12 14:04:52.883 : ../models/spf_lut_x4_1sam/ | Iter:241400, Sample:1324800, GPixel:2.70e-03, dT:0.0034, rT:0.3434 +24-08-12 14:05:33.857 : ../models/spf_lut_x4_1sam/ | Iter:241500, Sample:1328000, GPixel:2.57e-03, dT:0.0032, rT:0.3442 +24-08-12 14:06:14.806 : ../models/spf_lut_x4_1sam/ | Iter:241600, Sample:1331200, GPixel:2.73e-03, dT:0.0031, rT:0.3428 +24-08-12 14:06:55.768 : ../models/spf_lut_x4_1sam/ | Iter:241700, Sample:1334400, GPixel:2.81e-03, dT:0.0032, rT:0.3436 +24-08-12 14:07:36.706 : ../models/spf_lut_x4_1sam/ | Iter:241800, Sample:1337600, GPixel:2.67e-03, dT:0.0030, rT:0.3436 +24-08-12 14:08:17.621 : ../models/spf_lut_x4_1sam/ | Iter:241900, Sample:1340800, GPixel:2.63e-03, dT:0.0029, rT:0.3442 +24-08-12 14:09:01.325 : ../models/spf_lut_x4_1sam/ | Iter:242000, Sample:1344000, GPixel:2.63e-03, dT:0.0052, rT:0.3691 +24-08-12 14:09:01.380 : Checkpoint saved 242000 +24-08-12 14:09:02.383 : Iter 242000 | Dataset Set5 | AVG Val PSNR: 31.075261 +24-08-12 14:09:06.092 : Iter 242000 | Dataset Set14 | AVG Val PSNR: 27.929412 +24-08-12 14:09:47.107 : ../models/spf_lut_x4_1sam/ | Iter:242100, Sample:1347200, GPixel:2.71e-03, dT:0.0031, rT:0.3435 +24-08-12 14:10:28.037 : ../models/spf_lut_x4_1sam/ | Iter:242200, Sample:1350400, GPixel:2.67e-03, dT:0.0030, rT:0.3427 +24-08-12 14:11:08.944 : ../models/spf_lut_x4_1sam/ | Iter:242300, Sample:1353600, GPixel:2.70e-03, dT:0.0029, rT:0.3427 +24-08-12 14:11:49.908 : ../models/spf_lut_x4_1sam/ | Iter:242400, Sample:1356800, GPixel:2.95e-03, dT:0.0031, rT:0.3441 +24-08-12 14:12:30.853 : 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Iter:243300, Sample:1385600, GPixel:2.72e-03, dT:0.0031, rT:0.3431 +24-08-12 14:18:42.179 : ../models/spf_lut_x4_1sam/ | Iter:243400, Sample:1388800, GPixel:2.75e-03, dT:0.0030, rT:0.3433 +24-08-12 14:19:23.097 : ../models/spf_lut_x4_1sam/ | Iter:243500, Sample:1392000, GPixel:2.68e-03, dT:0.0029, rT:0.3429 +24-08-12 14:20:04.047 : ../models/spf_lut_x4_1sam/ | Iter:243600, Sample:1395200, GPixel:2.75e-03, dT:0.0032, rT:0.3421 +24-08-12 14:20:44.990 : ../models/spf_lut_x4_1sam/ | Iter:243700, Sample:1398400, GPixel:2.70e-03, dT:0.0030, rT:0.3423 +24-08-12 14:21:25.898 : ../models/spf_lut_x4_1sam/ | Iter:243800, Sample:1401600, GPixel:2.64e-03, dT:0.0029, rT:0.3428 +24-08-12 14:22:06.792 : ../models/spf_lut_x4_1sam/ | Iter:243900, Sample:1404800, GPixel:2.64e-03, dT:0.0028, rT:0.3440 +24-08-12 14:22:47.734 : ../models/spf_lut_x4_1sam/ | Iter:244000, Sample:1408000, GPixel:2.65e-03, dT:0.0031, rT:0.3429 +24-08-12 14:22:47.772 : Checkpoint saved 244000 +24-08-12 14:22:48.341 : Iter 244000 | Dataset Set5 | AVG Val PSNR: 31.080919 +24-08-12 14:22:50.683 : Iter 244000 | Dataset Set14 | AVG Val PSNR: 27.946989 +24-08-12 14:23:31.631 : ../models/spf_lut_x4_1sam/ | Iter:244100, Sample:1411200, GPixel:2.66e-03, dT:0.0030, rT:0.3433 +24-08-12 14:24:15.473 : ../models/spf_lut_x4_1sam/ | Iter:244200, Sample:1414400, GPixel:2.65e-03, dT:0.0068, rT:0.3690 +24-08-12 14:24:56.866 : ../models/spf_lut_x4_1sam/ | Iter:244300, Sample:1417600, GPixel:2.69e-03, dT:0.0033, rT:0.3467 +24-08-12 14:25:37.801 : ../models/spf_lut_x4_1sam/ | Iter:244400, Sample:1420800, GPixel:2.76e-03, dT:0.0030, rT:0.3440 +24-08-12 14:26:18.721 : ../models/spf_lut_x4_1sam/ | Iter:244500, Sample:1424000, GPixel:2.74e-03, dT:0.0029, rT:0.3437 +24-08-12 14:26:59.620 : ../models/spf_lut_x4_1sam/ | Iter:244600, Sample:1427200, GPixel:2.61e-03, dT:0.0027, rT:0.3423 +24-08-12 14:27:40.530 : ../models/spf_lut_x4_1sam/ | Iter:244700, Sample:1430400, GPixel:2.76e-03, dT:0.0028, rT:0.3435 +24-08-12 14:28:21.469 : 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Iter:245600, Sample:1459200, GPixel:2.83e-03, dT:0.0031, rT:0.3442 +24-08-12 14:34:32.946 : ../models/spf_lut_x4_1sam/ | Iter:245700, Sample:1462400, GPixel:2.69e-03, dT:0.0029, rT:0.3434 +24-08-12 14:35:13.867 : ../models/spf_lut_x4_1sam/ | Iter:245800, Sample:1465600, GPixel:2.75e-03, dT:0.0029, rT:0.3439 +24-08-12 14:35:54.823 : ../models/spf_lut_x4_1sam/ | Iter:245900, Sample:1468800, GPixel:2.75e-03, dT:0.0032, rT:0.3430 +24-08-12 14:36:35.783 : ../models/spf_lut_x4_1sam/ | Iter:246000, Sample:1472000, GPixel:2.72e-03, dT:0.0031, rT:0.3434 +24-08-12 14:36:35.821 : Checkpoint saved 246000 +24-08-12 14:36:36.392 : Iter 246000 | Dataset Set5 | AVG Val PSNR: 31.052228 +24-08-12 14:36:38.866 : Iter 246000 | Dataset Set14 | AVG Val PSNR: 27.922577 +24-08-12 14:37:19.814 : ../models/spf_lut_x4_1sam/ | Iter:246100, Sample:1475200, GPixel:2.62e-03, dT:0.0030, rT:0.3453 +24-08-12 14:38:00.750 : ../models/spf_lut_x4_1sam/ | Iter:246200, Sample:1478400, GPixel:2.75e-03, dT:0.0029, rT:0.3438 +24-08-12 14:38:41.660 : ../models/spf_lut_x4_1sam/ | Iter:246300, Sample:1481600, GPixel:2.69e-03, dT:0.0028, rT:0.3432 +24-08-12 14:39:25.148 : ../models/spf_lut_x4_1sam/ | Iter:246400, Sample:1484800, GPixel:2.61e-03, dT:0.0061, rT:0.3663 +24-08-12 14:40:06.532 : ../models/spf_lut_x4_1sam/ | Iter:246500, Sample:1488000, GPixel:2.76e-03, dT:0.0034, rT:0.3471 +24-08-12 14:40:47.478 : ../models/spf_lut_x4_1sam/ | Iter:246600, Sample:1491200, GPixel:2.82e-03, dT:0.0030, rT:0.3431 +24-08-12 14:41:28.411 : ../models/spf_lut_x4_1sam/ | Iter:246700, Sample:1494400, GPixel:2.71e-03, dT:0.0029, rT:0.3436 +24-08-12 14:42:09.327 : ../models/spf_lut_x4_1sam/ | Iter:246800, Sample:1497600, GPixel:2.68e-03, dT:0.0028, rT:0.3432 +24-08-12 14:42:50.272 : ../models/spf_lut_x4_1sam/ | Iter:246900, Sample:1500800, GPixel:2.67e-03, dT:0.0031, rT:0.3431 +24-08-12 14:43:31.196 : ../models/spf_lut_x4_1sam/ | Iter:247000, Sample:1504000, GPixel:2.71e-03, dT:0.0029, rT:0.3431 +24-08-12 14:44:12.134 : 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Iter:247900, Sample:1532800, GPixel:2.71e-03, dT:0.0030, rT:0.3446 +24-08-12 14:50:24.075 : ../models/spf_lut_x4_1sam/ | Iter:248000, Sample:1536000, GPixel:2.74e-03, dT:0.0029, rT:0.3433 +24-08-12 14:50:24.124 : Checkpoint saved 248000 +24-08-12 14:50:24.693 : Iter 248000 | Dataset Set5 | AVG Val PSNR: 31.078163 +24-08-12 14:50:27.146 : Iter 248000 | Dataset Set14 | AVG Val PSNR: 27.941511 +24-08-12 14:51:08.058 : ../models/spf_lut_x4_1sam/ | Iter:248100, Sample:1539200, GPixel:2.72e-03, dT:0.0028, rT:0.3431 +24-08-12 14:51:49.010 : ../models/spf_lut_x4_1sam/ | Iter:248200, Sample:1542400, GPixel:2.64e-03, dT:0.0031, rT:0.3428 +24-08-12 14:52:29.916 : ../models/spf_lut_x4_1sam/ | Iter:248300, Sample:1545600, GPixel:2.68e-03, dT:0.0028, rT:0.3423 +24-08-12 14:53:10.846 : ../models/spf_lut_x4_1sam/ | Iter:248400, Sample:1548800, GPixel:2.66e-03, dT:0.0030, rT:0.3431 +24-08-12 14:53:51.775 : ../models/spf_lut_x4_1sam/ | Iter:248500, Sample:1552000, GPixel:2.75e-03, dT:0.0029, rT:0.3436 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Set14 | AVG Val PSNR: 27.916039 +24-08-12 15:04:56.251 : ../models/spf_lut_x4_1sam/ | Iter:250100, Sample:1603200, GPixel:2.61e-03, dT:0.0029, rT:0.3440 +24-08-12 15:05:37.191 : ../models/spf_lut_x4_1sam/ | Iter:250200, Sample:1606400, GPixel:2.86e-03, dT:0.0030, rT:0.3436 +24-08-12 15:06:18.143 : ../models/spf_lut_x4_1sam/ | Iter:250300, Sample:1609600, GPixel:2.74e-03, dT:0.0029, rT:0.3435 +24-08-12 15:06:59.091 : ../models/spf_lut_x4_1sam/ | Iter:250400, Sample:1612800, GPixel:2.69e-03, dT:0.0030, rT:0.3442 +24-08-12 15:07:40.024 : ../models/spf_lut_x4_1sam/ | Iter:250500, Sample:1616000, GPixel:2.72e-03, dT:0.0030, rT:0.3433 +24-08-12 15:08:20.935 : ../models/spf_lut_x4_1sam/ | Iter:250600, Sample:1619200, GPixel:2.69e-03, dT:0.0029, rT:0.3450 +24-08-12 15:09:01.878 : ../models/spf_lut_x4_1sam/ | Iter:250700, Sample:1622400, GPixel:2.76e-03, dT:0.0030, rT:0.3435 +24-08-12 15:09:45.156 : ../models/spf_lut_x4_1sam/ | Iter:250800, Sample:1625600, GPixel:2.64e-03, dT:0.0056, rT:0.3625 +24-08-12 15:10:26.809 : ../models/spf_lut_x4_1sam/ | Iter:250900, Sample:1628800, GPixel:2.67e-03, dT:0.0037, rT:0.3494 +24-08-12 15:11:07.767 : ../models/spf_lut_x4_1sam/ | Iter:251000, Sample:1632000, GPixel:2.76e-03, dT:0.0032, rT:0.3433 +24-08-12 15:11:48.696 : ../models/spf_lut_x4_1sam/ | Iter:251100, Sample:1635200, GPixel:2.71e-03, dT:0.0029, rT:0.3429 +24-08-12 15:12:29.607 : ../models/spf_lut_x4_1sam/ | Iter:251200, Sample:1638400, GPixel:2.66e-03, dT:0.0029, rT:0.3422 +24-08-12 15:13:10.524 : ../models/spf_lut_x4_1sam/ | Iter:251300, Sample:1641600, GPixel:2.65e-03, dT:0.0029, rT:0.3420 +24-08-12 15:13:51.451 : ../models/spf_lut_x4_1sam/ | Iter:251400, Sample:1644800, GPixel:2.62e-03, dT:0.0030, rT:0.3425 +24-08-12 15:14:32.366 : ../models/spf_lut_x4_1sam/ | Iter:251500, Sample:1648000, GPixel:2.87e-03, dT:0.0029, rT:0.3429 +24-08-12 15:15:13.284 : ../models/spf_lut_x4_1sam/ | Iter:251600, Sample:1651200, GPixel:2.81e-03, dT:0.0029, rT:0.3431 +24-08-12 15:15:54.221 : 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: ../models/spf_lut_x4_1sam/ | Iter:254000, Sample:1728000, GPixel:2.83e-03, dT:0.0031, rT:0.3426 +24-08-12 15:31:44.665 : Checkpoint saved 254000 +24-08-12 15:31:45.254 : Iter 254000 | Dataset Set5 | AVG Val PSNR: 31.080393 +24-08-12 15:31:47.825 : Iter 254000 | Dataset Set14 | AVG Val PSNR: 27.940703 +24-08-12 15:32:31.216 : ../models/spf_lut_x4_1sam/ | Iter:254100, Sample:1731200, GPixel:2.60e-03, dT:0.0050, rT:0.3667 +24-08-12 15:33:12.803 : ../models/spf_lut_x4_1sam/ | Iter:254200, Sample:1734400, GPixel:2.72e-03, dT:0.0034, rT:0.3486 +24-08-12 15:33:53.729 : ../models/spf_lut_x4_1sam/ | Iter:254300, Sample:1737600, GPixel:2.61e-03, dT:0.0030, rT:0.3437 +24-08-12 15:34:34.665 : ../models/spf_lut_x4_1sam/ | Iter:254400, Sample:1740800, GPixel:2.65e-03, dT:0.0029, rT:0.3440 +24-08-12 15:35:15.617 : ../models/spf_lut_x4_1sam/ | Iter:254500, Sample:1744000, GPixel:2.66e-03, dT:0.0032, rT:0.3431 +24-08-12 15:35:56.544 : ../models/spf_lut_x4_1sam/ | Iter:254600, Sample:1747200, 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rT:0.3443 +24-08-12 15:42:08.557 : ../models/spf_lut_x4_1sam/ | Iter:255500, Sample:1776000, GPixel:2.71e-03, dT:0.0031, rT:0.3434 +24-08-12 15:42:49.507 : ../models/spf_lut_x4_1sam/ | Iter:255600, Sample:1779200, GPixel:2.68e-03, dT:0.0030, rT:0.3432 +24-08-12 15:43:30.436 : ../models/spf_lut_x4_1sam/ | Iter:255700, Sample:1782400, GPixel:2.71e-03, dT:0.0030, rT:0.3425 +24-08-12 15:44:11.354 : ../models/spf_lut_x4_1sam/ | Iter:255800, Sample:1785600, GPixel:2.64e-03, dT:0.0029, rT:0.3422 +24-08-12 15:44:52.265 : ../models/spf_lut_x4_1sam/ | Iter:255900, Sample:1788800, GPixel:2.73e-03, dT:0.0029, rT:0.3430 +24-08-12 15:45:33.203 : ../models/spf_lut_x4_1sam/ | Iter:256000, Sample:1792000, GPixel:2.75e-03, dT:0.0031, rT:0.3431 +24-08-12 15:45:33.240 : Checkpoint saved 256000 +24-08-12 15:45:33.805 : Iter 256000 | Dataset Set5 | AVG Val PSNR: 31.069566 +24-08-12 15:45:36.257 : Iter 256000 | Dataset Set14 | AVG Val PSNR: 27.904743 +24-08-12 15:46:17.207 : ../models/spf_lut_x4_1sam/ | Iter:256100, Sample:1795200, GPixel:2.75e-03, dT:0.0030, rT:0.3434 +24-08-12 15:46:58.129 : ../models/spf_lut_x4_1sam/ | Iter:256200, Sample:1798400, GPixel:2.67e-03, dT:0.0030, rT:0.3430 +24-08-12 15:47:41.146 : ../models/spf_lut_x4_1sam/ | Iter:256300, Sample:1801600, GPixel:2.69e-03, dT:0.0057, rT:0.3608 +24-08-12 15:48:22.821 : ../models/spf_lut_x4_1sam/ | Iter:256400, Sample:1804800, GPixel:2.69e-03, dT:0.0041, rT:0.3493 +24-08-12 15:49:03.743 : ../models/spf_lut_x4_1sam/ | Iter:256500, Sample:1808000, GPixel:2.64e-03, dT:0.0029, rT:0.3440 +24-08-12 15:49:44.660 : ../models/spf_lut_x4_1sam/ | Iter:256600, Sample:1811200, GPixel:2.73e-03, dT:0.0029, rT:0.3429 +24-08-12 15:50:25.563 : ../models/spf_lut_x4_1sam/ | Iter:256700, Sample:1814400, GPixel:2.70e-03, dT:0.0028, rT:0.3428 +24-08-12 15:51:06.473 : ../models/spf_lut_x4_1sam/ | Iter:256800, Sample:1817600, GPixel:2.78e-03, dT:0.0028, rT:0.3431 +24-08-12 15:51:47.387 : ../models/spf_lut_x4_1sam/ | Iter:256900, Sample:1820800, 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rT:0.3424 +24-08-12 15:57:59.081 : ../models/spf_lut_x4_1sam/ | Iter:257800, Sample:1849600, GPixel:2.72e-03, dT:0.0029, rT:0.3422 +24-08-12 15:58:40.028 : ../models/spf_lut_x4_1sam/ | Iter:257900, Sample:1852800, GPixel:2.75e-03, dT:0.0031, rT:0.3424 +24-08-12 15:59:20.991 : ../models/spf_lut_x4_1sam/ | Iter:258000, Sample:1856000, GPixel:2.71e-03, dT:0.0033, rT:0.3418 +24-08-12 15:59:21.029 : Checkpoint saved 258000 +24-08-12 15:59:21.598 : Iter 258000 | Dataset Set5 | AVG Val PSNR: 31.064115 +24-08-12 15:59:23.921 : Iter 258000 | Dataset Set14 | AVG Val PSNR: 27.922015 +24-08-12 16:00:04.881 : ../models/spf_lut_x4_1sam/ | Iter:258100, Sample:1859200, GPixel:2.68e-03, dT:0.0032, rT:0.3439 +24-08-12 16:00:45.804 : ../models/spf_lut_x4_1sam/ | Iter:258200, Sample:1862400, GPixel:2.72e-03, dT:0.0030, rT:0.3440 +24-08-12 16:01:26.731 : ../models/spf_lut_x4_1sam/ | Iter:258300, Sample:1865600, GPixel:2.66e-03, dT:0.0030, rT:0.3431 +24-08-12 16:02:07.676 : ../models/spf_lut_x4_1sam/ | Iter:258400, Sample:1868800, GPixel:2.67e-03, dT:0.0030, rT:0.3435 +24-08-12 16:02:50.508 : ../models/spf_lut_x4_1sam/ | Iter:258500, Sample:1872000, GPixel:2.74e-03, dT:0.0046, rT:0.3624 +24-08-12 16:03:32.768 : ../models/spf_lut_x4_1sam/ | Iter:258600, Sample:1875200, GPixel:2.69e-03, dT:0.0043, rT:0.3545 +24-08-12 16:04:13.729 : ../models/spf_lut_x4_1sam/ | Iter:258700, Sample:1878400, GPixel:2.60e-03, dT:0.0031, rT:0.3458 +24-08-12 16:04:54.678 : ../models/spf_lut_x4_1sam/ | Iter:258800, Sample:1881600, GPixel:2.71e-03, dT:0.0031, rT:0.3436 +24-08-12 16:05:35.600 : ../models/spf_lut_x4_1sam/ | Iter:258900, Sample:1884800, GPixel:2.74e-03, dT:0.0029, rT:0.3429 +24-08-12 16:06:16.567 : ../models/spf_lut_x4_1sam/ | Iter:259000, Sample:1888000, GPixel:2.75e-03, dT:0.0033, rT:0.3434 +24-08-12 16:06:57.507 : ../models/spf_lut_x4_1sam/ | Iter:259100, Sample:1891200, GPixel:2.63e-03, dT:0.0030, rT:0.3433 +24-08-12 16:07:38.454 : ../models/spf_lut_x4_1sam/ | Iter:259200, Sample:1894400, 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rT:0.3429 +24-08-12 16:13:09.329 : Checkpoint saved 260000 +24-08-12 16:13:09.906 : Iter 260000 | Dataset Set5 | AVG Val PSNR: 31.086959 +24-08-12 16:13:12.347 : Iter 260000 | Dataset Set14 | AVG Val PSNR: 27.941382 +24-08-12 16:13:53.302 : ../models/spf_lut_x4_1sam/ | Iter:260100, Sample:1923200, GPixel:2.77e-03, dT:0.0030, rT:0.3435 +24-08-12 16:14:34.263 : ../models/spf_lut_x4_1sam/ | Iter:260200, Sample:1926400, GPixel:2.64e-03, dT:0.0031, rT:0.3440 +24-08-12 16:15:15.212 : ../models/spf_lut_x4_1sam/ | Iter:260300, Sample:1929600, GPixel:2.72e-03, dT:0.0031, rT:0.3433 +24-08-12 16:15:56.152 : ../models/spf_lut_x4_1sam/ | Iter:260400, Sample:1932800, GPixel:2.67e-03, dT:0.0030, rT:0.3430 +24-08-12 16:16:37.058 : ../models/spf_lut_x4_1sam/ | Iter:260500, Sample:1936000, GPixel:2.58e-03, dT:0.0029, rT:0.3427 +24-08-12 16:17:17.988 : ../models/spf_lut_x4_1sam/ | Iter:260600, Sample:1939200, GPixel:2.72e-03, dT:0.0029, rT:0.3436 +24-08-12 16:18:01.205 : ../models/spf_lut_x4_1sam/ | 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Iter:265300, Sample:2089600, GPixel:2.74e-03, dT:0.0032, rT:0.3435 +24-08-12 16:50:26.544 : ../models/spf_lut_x4_1sam/ | Iter:265400, Sample:2092800, GPixel:2.68e-03, dT:0.0030, rT:0.3426 +24-08-12 16:51:07.494 : ../models/spf_lut_x4_1sam/ | Iter:265500, Sample:2096000, GPixel:2.77e-03, dT:0.0031, rT:0.3429 +24-08-12 16:51:48.434 : ../models/spf_lut_x4_1sam/ | Iter:265600, Sample:2099200, GPixel:2.79e-03, dT:0.0030, rT:0.3431 +24-08-12 16:52:29.382 : ../models/spf_lut_x4_1sam/ | Iter:265700, Sample:2102400, GPixel:2.72e-03, dT:0.0030, rT:0.3429 +24-08-12 16:53:10.305 : ../models/spf_lut_x4_1sam/ | Iter:265800, Sample:2105600, GPixel:2.76e-03, dT:0.0030, rT:0.3422 +24-08-12 16:53:51.218 : ../models/spf_lut_x4_1sam/ | Iter:265900, Sample:2108800, GPixel:2.66e-03, dT:0.0028, rT:0.3427 +24-08-12 16:54:32.134 : ../models/spf_lut_x4_1sam/ | Iter:266000, Sample:2112000, GPixel:2.80e-03, dT:0.0029, rT:0.3433 +24-08-12 16:54:32.172 : Checkpoint saved 266000 +24-08-12 16:54:32.762 : Iter 266000 | Dataset Set5 | AVG Val PSNR: 31.083620 +24-08-12 16:54:35.201 : Iter 266000 | Dataset Set14 | AVG Val PSNR: 27.946227 +24-08-12 16:55:16.131 : ../models/spf_lut_x4_1sam/ | Iter:266100, Sample:2115200, GPixel:2.68e-03, dT:0.0029, rT:0.3434 +24-08-12 16:55:58.812 : ../models/spf_lut_x4_1sam/ | Iter:266200, Sample:2118400, GPixel:2.78e-03, dT:0.0058, rT:0.3580 +24-08-12 16:56:41.508 : ../models/spf_lut_x4_1sam/ | Iter:266300, Sample:2121600, GPixel:2.69e-03, dT:0.0037, rT:0.3602 +24-08-12 16:57:22.435 : ../models/spf_lut_x4_1sam/ | Iter:266400, Sample:2124800, GPixel:2.77e-03, dT:0.0030, rT:0.3435 +24-08-12 16:58:03.394 : ../models/spf_lut_x4_1sam/ | Iter:266500, Sample:2128000, GPixel:2.79e-03, dT:0.0031, rT:0.3430 +24-08-12 16:58:44.332 : ../models/spf_lut_x4_1sam/ | Iter:266600, Sample:2131200, GPixel:2.72e-03, dT:0.0029, rT:0.3434 +24-08-12 16:59:25.260 : ../models/spf_lut_x4_1sam/ | Iter:266700, Sample:2134400, GPixel:2.64e-03, dT:0.0029, rT:0.3428 +24-08-12 17:00:06.197 : 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Iter:267600, Sample:2163200, GPixel:2.66e-03, dT:0.0030, rT:0.3436 +24-08-12 17:06:17.925 : ../models/spf_lut_x4_1sam/ | Iter:267700, Sample:2166400, GPixel:2.73e-03, dT:0.0030, rT:0.3431 +24-08-12 17:06:58.884 : ../models/spf_lut_x4_1sam/ | Iter:267800, Sample:2169600, GPixel:2.68e-03, dT:0.0031, rT:0.3439 +24-08-12 17:07:39.883 : ../models/spf_lut_x4_1sam/ | Iter:267900, Sample:2172800, GPixel:2.78e-03, dT:0.0033, rT:0.3440 +24-08-12 17:08:20.859 : ../models/spf_lut_x4_1sam/ | Iter:268000, Sample:2176000, GPixel:2.80e-03, dT:0.0034, rT:0.3430 +24-08-12 17:08:20.898 : Checkpoint saved 268000 +24-08-12 17:08:21.477 : Iter 268000 | Dataset Set5 | AVG Val PSNR: 31.052371 +24-08-12 17:08:23.946 : Iter 268000 | Dataset Set14 | AVG Val PSNR: 27.922816 +24-08-12 17:09:04.884 : ../models/spf_lut_x4_1sam/ | Iter:268100, Sample:2179200, GPixel:2.67e-03, dT:0.0029, rT:0.3437 +24-08-12 17:09:45.813 : ../models/spf_lut_x4_1sam/ | Iter:268200, Sample:2182400, GPixel:2.55e-03, dT:0.0030, rT:0.3425 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Iter:269900, Sample:2236800, GPixel:2.69e-03, dT:0.0028, rT:0.3424 +24-08-12 17:22:08.524 : ../models/spf_lut_x4_1sam/ | Iter:270000, Sample:2240000, GPixel:2.59e-03, dT:0.0031, rT:0.3433 +24-08-12 17:22:08.562 : Checkpoint saved 270000 +24-08-12 17:22:09.075 : Iter 270000 | Dataset Set5 | AVG Val PSNR: 31.081232 +24-08-12 17:22:11.297 : Iter 270000 | Dataset Set14 | AVG Val PSNR: 27.940163 +24-08-12 17:22:52.272 : ../models/spf_lut_x4_1sam/ | Iter:270100, Sample:2243200, GPixel:2.69e-03, dT:0.0032, rT:0.3437 +24-08-12 17:23:33.211 : ../models/spf_lut_x4_1sam/ | Iter:270200, Sample:2246400, GPixel:2.65e-03, dT:0.0031, rT:0.3419 +24-08-12 17:24:14.145 : ../models/spf_lut_x4_1sam/ | Iter:270300, Sample:2249600, GPixel:2.71e-03, dT:0.0030, rT:0.3431 +24-08-12 17:24:55.112 : ../models/spf_lut_x4_1sam/ | Iter:270400, Sample:2252800, GPixel:2.71e-03, dT:0.0030, rT:0.3432 +24-08-12 17:25:36.063 : ../models/spf_lut_x4_1sam/ | Iter:270500, Sample:2256000, GPixel:2.60e-03, dT:0.0031, rT:0.3438 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Set14 | AVG Val PSNR: 27.953844 +24-08-12 17:36:41.030 : ../models/spf_lut_x4_1sam/ | Iter:272100, Sample:2307200, GPixel:2.76e-03, dT:0.0029, rT:0.3425 +24-08-12 17:37:21.940 : ../models/spf_lut_x4_1sam/ | Iter:272200, Sample:2310400, GPixel:2.59e-03, dT:0.0029, rT:0.3431 +24-08-12 17:38:02.853 : ../models/spf_lut_x4_1sam/ | Iter:272300, Sample:2313600, GPixel:2.77e-03, dT:0.0029, rT:0.3439 +24-08-12 17:38:43.795 : ../models/spf_lut_x4_1sam/ | Iter:272400, Sample:2316800, GPixel:2.65e-03, dT:0.0031, rT:0.3442 +24-08-12 17:39:24.722 : ../models/spf_lut_x4_1sam/ | Iter:272500, Sample:2320000, GPixel:2.69e-03, dT:0.0029, rT:0.3428 +24-08-12 17:40:05.643 : ../models/spf_lut_x4_1sam/ | Iter:272600, Sample:2323200, GPixel:2.74e-03, dT:0.0030, rT:0.3445 +24-08-12 17:40:46.558 : ../models/spf_lut_x4_1sam/ | Iter:272700, Sample:2326400, GPixel:2.66e-03, dT:0.0030, rT:0.3426 +24-08-12 17:41:28.491 : ../models/spf_lut_x4_1sam/ | Iter:272800, Sample:2329600, GPixel:2.76e-03, dT:0.0047, rT:0.3507 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Iter:278100, Sample:2499200, GPixel:2.64e-03, dT:0.0029, rT:0.3429 +24-08-12 18:18:43.820 : ../models/spf_lut_x4_1sam/ | Iter:278200, Sample:2502400, GPixel:2.62e-03, dT:0.0027, rT:0.3423 +24-08-12 18:19:25.512 : ../models/spf_lut_x4_1sam/ | Iter:278300, Sample:2505600, GPixel:2.66e-03, dT:0.0038, rT:0.3494 +24-08-12 18:20:08.861 : ../models/spf_lut_x4_1sam/ | Iter:278400, Sample:2508800, GPixel:2.54e-03, dT:0.0049, rT:0.3656 +24-08-12 18:20:49.783 : ../models/spf_lut_x4_1sam/ | Iter:278500, Sample:2512000, GPixel:2.72e-03, dT:0.0029, rT:0.3431 +24-08-12 18:21:30.753 : ../models/spf_lut_x4_1sam/ | Iter:278600, Sample:2515200, GPixel:2.67e-03, dT:0.0033, rT:0.3432 +24-08-12 18:22:11.685 : ../models/spf_lut_x4_1sam/ | Iter:278700, Sample:2518400, GPixel:2.71e-03, dT:0.0030, rT:0.3453 +24-08-12 18:22:52.610 : ../models/spf_lut_x4_1sam/ | Iter:278800, Sample:2521600, GPixel:2.68e-03, dT:0.0030, rT:0.3427 +24-08-12 18:23:33.516 : ../models/spf_lut_x4_1sam/ | Iter:278900, Sample:2524800, GPixel:2.76e-03, dT:0.0028, rT:0.3424 +24-08-12 18:24:14.424 : ../models/spf_lut_x4_1sam/ | Iter:279000, Sample:2528000, GPixel:2.57e-03, dT:0.0028, rT:0.3429 +24-08-12 18:24:55.346 : ../models/spf_lut_x4_1sam/ | Iter:279100, Sample:2531200, GPixel:2.81e-03, dT:0.0030, rT:0.3419 +24-08-12 18:25:36.320 : ../models/spf_lut_x4_1sam/ | Iter:279200, Sample:2534400, GPixel:2.59e-03, dT:0.0031, rT:0.3429 +24-08-12 18:26:17.242 : ../models/spf_lut_x4_1sam/ | Iter:279300, Sample:2537600, GPixel:2.71e-03, dT:0.0030, rT:0.3429 +24-08-12 18:26:58.972 : ../models/spf_lut_x4_1sam/ | Iter:279400, Sample:2540800, GPixel:2.73e-03, dT:0.0036, rT:0.3500 +24-08-12 18:27:42.574 : ../models/spf_lut_x4_1sam/ | Iter:279500, Sample:2544000, GPixel:2.75e-03, dT:0.0068, rT:0.3658 +24-08-12 18:28:23.498 : ../models/spf_lut_x4_1sam/ | Iter:279600, Sample:2547200, GPixel:2.73e-03, dT:0.0030, rT:0.3430 +24-08-12 18:29:04.395 : ../models/spf_lut_x4_1sam/ | Iter:279700, Sample:2550400, GPixel:2.59e-03, dT:0.0028, rT:0.3430 +24-08-12 18:29:45.343 : ../models/spf_lut_x4_1sam/ | Iter:279800, Sample:2553600, GPixel:2.79e-03, dT:0.0031, rT:0.3428 +24-08-12 18:30:26.282 : ../models/spf_lut_x4_1sam/ | Iter:279900, Sample:2556800, GPixel:2.79e-03, dT:0.0030, rT:0.3427 +24-08-12 18:31:07.230 : ../models/spf_lut_x4_1sam/ | Iter:280000, Sample:2560000, GPixel:2.70e-03, dT:0.0031, rT:0.3426 +24-08-12 18:31:07.270 : Checkpoint saved 280000 +24-08-12 18:31:07.836 : Iter 280000 | Dataset Set5 | AVG Val PSNR: 31.099273 +24-08-12 18:31:10.311 : Iter 280000 | Dataset Set14 | AVG Val PSNR: 27.961484 +24-08-12 18:31:51.245 : ../models/spf_lut_x4_1sam/ | Iter:280100, Sample:2563200, GPixel:2.79e-03, dT:0.0030, rT:0.3426 +24-08-12 18:32:32.203 : ../models/spf_lut_x4_1sam/ | Iter:280200, Sample:2566400, GPixel:2.68e-03, dT:0.0031, rT:0.3432 +24-08-12 18:33:13.144 : ../models/spf_lut_x4_1sam/ | Iter:280300, Sample:2569600, GPixel:2.81e-03, dT:0.0031, rT:0.3430 +24-08-12 18:33:54.045 : ../models/spf_lut_x4_1sam/ | Iter:280400, Sample:2572800, GPixel:2.79e-03, dT:0.0028, rT:0.3422 +24-08-12 18:34:35.514 : ../models/spf_lut_x4_1sam/ | Iter:280500, Sample:2576000, GPixel:2.66e-03, dT:0.0036, rT:0.3479 +24-08-12 18:35:18.615 : ../models/spf_lut_x4_1sam/ | Iter:280600, Sample:2579200, GPixel:2.58e-03, dT:0.0063, rT:0.3620 +24-08-12 18:35:59.534 : ../models/spf_lut_x4_1sam/ | Iter:280700, Sample:2582400, GPixel:2.68e-03, dT:0.0029, rT:0.3451 +24-08-12 18:36:40.450 : ../models/spf_lut_x4_1sam/ | Iter:280800, Sample:2585600, GPixel:2.64e-03, dT:0.0030, rT:0.3436 +24-08-12 18:37:21.350 : ../models/spf_lut_x4_1sam/ | Iter:280900, Sample:2588800, GPixel:2.66e-03, dT:0.0028, rT:0.3436 +24-08-12 18:38:02.285 : ../models/spf_lut_x4_1sam/ | Iter:281000, Sample:2592000, GPixel:2.77e-03, dT:0.0029, rT:0.3441 +24-08-12 18:38:43.205 : ../models/spf_lut_x4_1sam/ | Iter:281100, Sample:2595200, GPixel:2.70e-03, dT:0.0029, rT:0.3429 +24-08-12 18:39:24.134 : ../models/spf_lut_x4_1sam/ | Iter:281200, Sample:2598400, GPixel:2.66e-03, dT:0.0030, rT:0.3429 +24-08-12 18:40:05.037 : ../models/spf_lut_x4_1sam/ | Iter:281300, Sample:2601600, GPixel:2.64e-03, dT:0.0028, rT:0.3430 +24-08-12 18:40:45.949 : ../models/spf_lut_x4_1sam/ | Iter:281400, Sample:2604800, GPixel:2.74e-03, dT:0.0029, rT:0.3419 +24-08-12 18:41:26.864 : ../models/spf_lut_x4_1sam/ | Iter:281500, Sample:2608000, GPixel:2.74e-03, dT:0.0029, rT:0.3429 +24-08-12 18:42:08.101 : ../models/spf_lut_x4_1sam/ | Iter:281600, Sample:2611200, GPixel:2.75e-03, dT:0.0033, rT:0.3460 +24-08-12 18:42:51.708 : ../models/spf_lut_x4_1sam/ | Iter:281700, Sample:2614400, GPixel:2.62e-03, dT:0.0058, rT:0.3689 +24-08-12 18:43:32.670 : ../models/spf_lut_x4_1sam/ | Iter:281800, Sample:2617600, GPixel:2.75e-03, dT:0.0031, rT:0.3435 +24-08-12 18:44:13.605 : ../models/spf_lut_x4_1sam/ | Iter:281900, Sample:2620800, GPixel:2.73e-03, dT:0.0031, rT:0.3432 +24-08-12 18:44:54.534 : ../models/spf_lut_x4_1sam/ | Iter:282000, Sample:2624000, GPixel:2.64e-03, dT:0.0030, rT:0.3426 +24-08-12 18:44:54.573 : Checkpoint saved 282000 +24-08-12 18:44:55.147 : Iter 282000 | Dataset Set5 | AVG Val PSNR: 31.079831 +24-08-12 18:44:57.639 : Iter 282000 | Dataset Set14 | AVG Val PSNR: 27.940893 +24-08-12 18:45:38.569 : ../models/spf_lut_x4_1sam/ | Iter:282100, Sample:2627200, GPixel:2.74e-03, dT:0.0028, rT:0.3426 +24-08-12 18:46:19.493 : ../models/spf_lut_x4_1sam/ | Iter:282200, Sample:2630400, GPixel:2.72e-03, dT:0.0030, rT:0.3426 +24-08-12 18:47:00.419 : ../models/spf_lut_x4_1sam/ | Iter:282300, Sample:2633600, GPixel:2.68e-03, dT:0.0030, rT:0.3425 +24-08-12 18:47:41.350 : ../models/spf_lut_x4_1sam/ | Iter:282400, Sample:2636800, GPixel:2.77e-03, dT:0.0030, rT:0.3424 +24-08-12 18:48:22.305 : ../models/spf_lut_x4_1sam/ | Iter:282500, Sample:2640000, GPixel:2.72e-03, dT:0.0031, rT:0.3427 +24-08-12 18:49:03.238 : ../models/spf_lut_x4_1sam/ | Iter:282600, Sample:2643200, GPixel:2.73e-03, dT:0.0031, rT:0.3430 +24-08-12 18:49:44.655 : ../models/spf_lut_x4_1sam/ | Iter:282700, Sample:2646400, GPixel:2.72e-03, dT:0.0034, rT:0.3469 +24-08-12 18:50:27.629 : ../models/spf_lut_x4_1sam/ | Iter:282800, Sample:2649600, GPixel:2.74e-03, dT:0.0066, rT:0.3608 +24-08-12 18:51:08.563 : ../models/spf_lut_x4_1sam/ | Iter:282900, Sample:2652800, GPixel:2.63e-03, dT:0.0031, rT:0.3428 +24-08-12 18:51:49.497 : ../models/spf_lut_x4_1sam/ | Iter:283000, Sample:2656000, GPixel:2.73e-03, dT:0.0030, rT:0.3438 +24-08-12 18:52:30.479 : ../models/spf_lut_x4_1sam/ | Iter:283100, Sample:2659200, GPixel:2.71e-03, dT:0.0034, rT:0.3433 +24-08-12 18:53:11.398 : ../models/spf_lut_x4_1sam/ | Iter:283200, Sample:2662400, GPixel:2.91e-03, dT:0.0030, rT:0.3420 +24-08-12 18:53:52.346 : ../models/spf_lut_x4_1sam/ | Iter:283300, Sample:2665600, GPixel:2.55e-03, dT:0.0032, rT:0.3427 +24-08-12 18:54:33.271 : ../models/spf_lut_x4_1sam/ | Iter:283400, Sample:2668800, GPixel:2.59e-03, dT:0.0030, rT:0.3422 +24-08-12 18:55:14.183 : ../models/spf_lut_x4_1sam/ | Iter:283500, Sample:2672000, GPixel:2.74e-03, dT:0.0029, rT:0.3427 +24-08-12 18:55:55.078 : ../models/spf_lut_x4_1sam/ | Iter:283600, Sample:2675200, GPixel:2.67e-03, dT:0.0027, rT:0.3433 +24-08-12 18:56:36.046 : ../models/spf_lut_x4_1sam/ | Iter:283700, Sample:2678400, GPixel:2.68e-03, dT:0.0032, rT:0.3435 +24-08-12 18:57:17.279 : ../models/spf_lut_x4_1sam/ | Iter:283800, Sample:2681600, GPixel:2.77e-03, dT:0.0030, rT:0.3460 +24-08-12 18:58:00.712 : ../models/spf_lut_x4_1sam/ | Iter:283900, Sample:2684800, GPixel:2.66e-03, dT:0.0057, rT:0.3665 +24-08-12 18:58:41.662 : ../models/spf_lut_x4_1sam/ | Iter:284000, Sample:2688000, GPixel:2.88e-03, dT:0.0030, rT:0.3452 +24-08-12 18:58:41.700 : Checkpoint saved 284000 +24-08-12 18:58:42.294 : Iter 284000 | Dataset Set5 | AVG Val PSNR: 31.034096 +24-08-12 18:58:44.779 : Iter 284000 | Dataset Set14 | AVG Val PSNR: 27.931118 +24-08-12 18:59:25.714 : ../models/spf_lut_x4_1sam/ | Iter:284100, Sample:2691200, GPixel:2.69e-03, dT:0.0030, rT:0.3437 +24-08-12 19:00:06.654 : ../models/spf_lut_x4_1sam/ | Iter:284200, Sample:2694400, GPixel:2.67e-03, dT:0.0030, rT:0.3435 +24-08-12 19:00:47.581 : ../models/spf_lut_x4_1sam/ | Iter:284300, Sample:2697600, GPixel:2.65e-03, dT:0.0029, rT:0.3423 +24-08-12 19:01:28.513 : ../models/spf_lut_x4_1sam/ | Iter:284400, Sample:2700800, GPixel:2.76e-03, dT:0.0030, rT:0.3431 +24-08-12 19:02:09.424 : ../models/spf_lut_x4_1sam/ | Iter:284500, Sample:2704000, GPixel:2.64e-03, dT:0.0029, rT:0.3431 +24-08-12 19:02:50.398 : ../models/spf_lut_x4_1sam/ | Iter:284600, Sample:2707200, GPixel:2.68e-03, dT:0.0032, rT:0.3436 +24-08-12 19:03:31.339 : ../models/spf_lut_x4_1sam/ | Iter:284700, Sample:2710400, GPixel:2.67e-03, dT:0.0030, rT:0.3436 +24-08-12 19:04:12.269 : ../models/spf_lut_x4_1sam/ | Iter:284800, Sample:2713600, GPixel:2.78e-03, dT:0.0030, rT:0.3425 +24-08-12 19:04:53.567 : ../models/spf_lut_x4_1sam/ | Iter:284900, Sample:2716800, GPixel:2.67e-03, dT:0.0033, rT:0.3457 +24-08-12 19:05:37.344 : ../models/spf_lut_x4_1sam/ | Iter:285000, Sample:2720000, GPixel:2.60e-03, dT:0.0068, rT:0.3679 +24-08-12 19:06:18.255 : ../models/spf_lut_x4_1sam/ | Iter:285100, Sample:2723200, GPixel:2.81e-03, dT:0.0029, rT:0.3427 +24-08-12 19:06:59.195 : ../models/spf_lut_x4_1sam/ | Iter:285200, Sample:2726400, GPixel:2.64e-03, dT:0.0031, rT:0.3433 +24-08-12 19:07:40.127 : ../models/spf_lut_x4_1sam/ | Iter:285300, Sample:2729600, GPixel:2.69e-03, dT:0.0030, rT:0.3421 +24-08-12 19:08:21.068 : ../models/spf_lut_x4_1sam/ | Iter:285400, Sample:2732800, GPixel:2.72e-03, dT:0.0030, rT:0.3434 +24-08-12 19:09:01.965 : ../models/spf_lut_x4_1sam/ | Iter:285500, Sample:2736000, GPixel:2.68e-03, dT:0.0028, rT:0.3440 +24-08-12 19:09:42.900 : ../models/spf_lut_x4_1sam/ | Iter:285600, Sample:2739200, GPixel:2.61e-03, dT:0.0029, rT:0.3442 +24-08-12 19:10:23.812 : ../models/spf_lut_x4_1sam/ | Iter:285700, Sample:2742400, GPixel:2.80e-03, dT:0.0029, rT:0.3430 +24-08-12 19:11:04.798 : ../models/spf_lut_x4_1sam/ | Iter:285800, Sample:2745600, GPixel:2.72e-03, dT:0.0033, rT:0.3434 +24-08-12 19:11:45.717 : ../models/spf_lut_x4_1sam/ | Iter:285900, Sample:2748800, GPixel:2.70e-03, dT:0.0029, rT:0.3423 +24-08-12 19:12:26.750 : ../models/spf_lut_x4_1sam/ | Iter:286000, Sample:2752000, GPixel:2.73e-03, dT:0.0033, rT:0.3434 +24-08-12 19:12:26.788 : Checkpoint saved 286000 +24-08-12 19:12:28.015 : Iter 286000 | Dataset Set5 | AVG Val PSNR: 31.087861 +24-08-12 19:12:32.266 : Iter 286000 | Dataset Set14 | AVG Val PSNR: 27.953988 +24-08-12 19:13:15.704 : ../models/spf_lut_x4_1sam/ | Iter:286100, Sample:2755200, GPixel:2.64e-03, dT:0.0062, rT:0.3654 +24-08-12 19:13:56.654 : ../models/spf_lut_x4_1sam/ | Iter:286200, Sample:2758400, GPixel:2.54e-03, dT:0.0031, rT:0.3435 +24-08-12 19:14:37.562 : ../models/spf_lut_x4_1sam/ | Iter:286300, Sample:2761600, GPixel:2.75e-03, dT:0.0029, rT:0.3425 +24-08-12 19:15:18.456 : ../models/spf_lut_x4_1sam/ | Iter:286400, Sample:2764800, GPixel:2.73e-03, dT:0.0028, rT:0.3428 +24-08-12 19:15:59.368 : ../models/spf_lut_x4_1sam/ | Iter:286500, Sample:2768000, GPixel:2.80e-03, dT:0.0029, rT:0.3424 +24-08-12 19:16:40.305 : ../models/spf_lut_x4_1sam/ | Iter:286600, Sample:2771200, GPixel:2.69e-03, dT:0.0030, rT:0.3427 +24-08-12 19:17:21.225 : ../models/spf_lut_x4_1sam/ | Iter:286700, Sample:2774400, GPixel:2.67e-03, dT:0.0029, rT:0.3431 +24-08-12 19:18:02.154 : ../models/spf_lut_x4_1sam/ | Iter:286800, Sample:2777600, GPixel:2.75e-03, dT:0.0030, rT:0.3427 +24-08-12 19:18:43.060 : ../models/spf_lut_x4_1sam/ | Iter:286900, Sample:2780800, GPixel:2.67e-03, dT:0.0028, rT:0.3425 +24-08-12 19:19:23.963 : ../models/spf_lut_x4_1sam/ | Iter:287000, Sample:2784000, GPixel:2.75e-03, dT:0.0028, rT:0.3431 +24-08-12 19:20:05.125 : ../models/spf_lut_x4_1sam/ | Iter:287100, Sample:2787200, GPixel:2.72e-03, dT:0.0033, rT:0.3455 +24-08-12 19:20:48.625 : ../models/spf_lut_x4_1sam/ | Iter:287200, Sample:2790400, GPixel:2.79e-03, dT:0.0053, rT:0.3666 +24-08-12 19:21:29.545 : ../models/spf_lut_x4_1sam/ | Iter:287300, Sample:2793600, GPixel:2.71e-03, dT:0.0029, rT:0.3434 +24-08-12 19:22:10.474 : ../models/spf_lut_x4_1sam/ | Iter:287400, Sample:2796800, GPixel:2.69e-03, dT:0.0030, rT:0.3430 +24-08-12 19:22:51.414 : ../models/spf_lut_x4_1sam/ | Iter:287500, Sample:2800000, GPixel:2.66e-03, dT:0.0030, rT:0.3423 +24-08-12 19:23:32.395 : ../models/spf_lut_x4_1sam/ | Iter:287600, Sample:2803200, GPixel:2.78e-03, dT:0.0032, rT:0.3437 +24-08-12 19:24:13.344 : ../models/spf_lut_x4_1sam/ | Iter:287700, Sample:2806400, GPixel:2.67e-03, dT:0.0031, rT:0.3443 +24-08-12 19:24:54.299 : ../models/spf_lut_x4_1sam/ | Iter:287800, Sample:2809600, GPixel:2.57e-03, dT:0.0031, rT:0.3427 +24-08-18 21:17:26.972 : None +24-08-18 21:18:41.871 : None +24-08-18 21:19:36.911 : ../models/spf_lut_x4_1sam | Iter:286100, Sample: 800, GPixel:2.76e-03, dT:0.0070, rT:0.3400 +24-08-18 21:20:11.592 : ../models/spf_lut_x4_1sam | Iter:286200, Sample: 1600, GPixel:2.95e-03, dT:0.0029, rT:0.2941 +24-08-18 21:20:46.301 : ../models/spf_lut_x4_1sam | Iter:286300, Sample: 2400, GPixel:2.85e-03, dT:0.0029, rT:0.2935 +24-08-18 21:21:20.319 : None +24-08-18 21:22:27.862 : ../models/spf_lut_x4_1sam | Iter:286100, Sample: 1600, GPixel:2.54e-03, dT:0.0109, rT:0.3832 +24-08-18 21:23:07.802 : ../models/spf_lut_x4_1sam | Iter:286200, Sample: 3200, GPixel:2.70e-03, dT:0.0035, rT:0.3199 +24-08-18 21:23:47.828 : ../models/spf_lut_x4_1sam | Iter:286300, Sample: 4800, GPixel:2.63e-03, dT:0.0033, rT:0.3204 +24-08-18 21:24:28.113 : ../models/spf_lut_x4_1sam | Iter:286400, Sample: 6400, GPixel:2.76e-03, dT:0.0032, rT:0.3224 +24-08-18 21:25:08.449 : ../models/spf_lut_x4_1sam | Iter:286500, Sample: 8000, GPixel:2.69e-03, dT:0.0031, rT:0.3224 +24-08-18 21:25:48.828 : ../models/spf_lut_x4_1sam | Iter:286600, Sample: 9600, GPixel:2.63e-03, dT:0.0032, rT:0.3231 +24-08-18 21:26:29.247 : ../models/spf_lut_x4_1sam | Iter:286700, Sample: 11200, GPixel:2.66e-03, dT:0.0033, rT:0.3235 +24-08-18 21:27:09.688 : ../models/spf_lut_x4_1sam | Iter:286800, Sample: 12800, GPixel:2.67e-03, dT:0.0034, rT:0.3235 +24-08-18 21:27:50.107 : ../models/spf_lut_x4_1sam | Iter:286900, Sample: 14400, GPixel:2.72e-03, dT:0.0033, rT:0.3234 +24-08-18 21:28:30.534 : ../models/spf_lut_x4_1sam | Iter:287000, Sample: 16000, GPixel:2.70e-03, dT:0.0035, rT:0.3235 +24-08-18 21:29:10.893 : ../models/spf_lut_x4_1sam | Iter:287100, Sample: 17600, GPixel:2.73e-03, dT:0.0038, rT:0.3223 +24-08-18 21:29:51.283 : ../models/spf_lut_x4_1sam | Iter:287200, Sample: 19200, GPixel:2.86e-03, dT:0.0039, rT:0.3224 +24-08-18 21:30:31.592 : ../models/spf_lut_x4_1sam | Iter:287300, Sample: 20800, GPixel:2.71e-03, dT:0.0039, rT:0.3218 +24-08-18 21:31:11.925 : ../models/spf_lut_x4_1sam | Iter:287400, Sample: 22400, GPixel:2.80e-03, dT:0.0038, rT:0.3222 +24-08-18 21:31:52.207 : ../models/spf_lut_x4_1sam | Iter:287500, Sample: 24000, GPixel:2.65e-03, dT:0.0038, rT:0.3216 +24-08-18 21:32:32.568 : ../models/spf_lut_x4_1sam | Iter:287600, Sample: 25600, GPixel:2.77e-03, dT:0.0038, rT:0.3222 +24-08-18 21:33:12.874 : ../models/spf_lut_x4_1sam | Iter:287700, Sample: 27200, GPixel:2.71e-03, dT:0.0038, rT:0.3218 +24-08-18 21:33:53.149 : ../models/spf_lut_x4_1sam | Iter:287800, Sample: 28800, GPixel:2.85e-03, dT:0.0038, rT:0.3215 +24-08-18 21:34:33.389 : ../models/spf_lut_x4_1sam | Iter:287900, Sample: 30400, GPixel:2.64e-03, dT:0.0038, rT:0.3213 +24-08-18 21:35:13.549 : ../models/spf_lut_x4_1sam | Iter:288000, Sample: 32000, GPixel:2.76e-03, dT:0.0038, rT:0.3208 +24-08-18 21:35:13.687 : Checkpoint saved 288000 +24-08-18 21:35:19.535 : Iter 288000 | Dataset Set5 | AVG Val PSNR: 31.076099 +24-08-18 21:35:33.417 : Iter 288000 | Dataset Set14 | AVG Val PSNR: 27.938740 +24-08-18 21:36:13.582 : ../models/spf_lut_x4_1sam | Iter:288100, Sample: 33600, GPixel:2.69e-03, dT:0.0038, rT:0.3214 +24-08-18 21:36:53.746 : ../models/spf_lut_x4_1sam | Iter:288200, Sample: 35200, GPixel:2.72e-03, dT:0.0038, rT:0.3213 +24-08-18 21:37:33.978 : ../models/spf_lut_x4_1sam | Iter:288300, Sample: 36800, GPixel:2.58e-03, dT:0.0039, rT:0.3219 +24-08-18 21:38:14.405 : ../models/spf_lut_x4_1sam | Iter:288400, Sample: 38400, GPixel:2.72e-03, dT:0.0039, rT:0.3237 +24-08-18 21:38:54.724 : ../models/spf_lut_x4_1sam | Iter:288500, Sample: 40000, GPixel:2.84e-03, dT:0.0038, rT:0.3223 +24-08-18 21:39:35.107 : ../models/spf_lut_x4_1sam | Iter:288600, Sample: 41600, GPixel:2.86e-03, dT:0.0039, rT:0.3227 +24-08-18 21:40:15.446 : ../models/spf_lut_x4_1sam | Iter:288700, Sample: 43200, GPixel:2.72e-03, dT:0.0038, rT:0.3222 +24-08-18 21:40:55.824 : ../models/spf_lut_x4_1sam | Iter:288800, Sample: 44800, GPixel:2.58e-03, dT:0.0038, rT:0.3226 +24-08-18 21:41:36.241 : ../models/spf_lut_x4_1sam | Iter:288900, Sample: 46400, GPixel:2.73e-03, dT:0.0040, rT:0.3228 +24-08-18 21:42:16.837 : ../models/spf_lut_x4_1sam | Iter:289000, Sample: 48000, GPixel:2.85e-03, dT:0.0039, rT:0.3249 +24-08-18 21:42:57.129 : ../models/spf_lut_x4_1sam | Iter:289100, Sample: 49600, GPixel:2.72e-03, dT:0.0039, rT:0.3221 +24-08-18 21:43:37.391 : ../models/spf_lut_x4_1sam | Iter:289200, Sample: 51200, GPixel:2.72e-03, dT:0.0038, rT:0.3218 +24-08-18 21:44:17.657 : ../models/spf_lut_x4_1sam | Iter:289300, Sample: 52800, GPixel:2.52e-03, dT:0.0038, rT:0.3220 +24-08-18 21:44:57.941 : ../models/spf_lut_x4_1sam | Iter:289400, Sample: 54400, GPixel:2.92e-03, dT:0.0040, rT:0.3219 +24-08-18 21:45:38.159 : ../models/spf_lut_x4_1sam | Iter:289500, Sample: 56000, GPixel:2.73e-03, dT:0.0038, rT:0.3215 +24-08-18 21:46:18.423 : ../models/spf_lut_x4_1sam | Iter:289600, Sample: 57600, GPixel:2.68e-03, dT:0.0039, rT:0.3219 +24-08-18 21:46:58.607 : ../models/spf_lut_x4_1sam | Iter:289700, Sample: 59200, GPixel:2.61e-03, dT:0.0039, rT:0.3212 +24-08-18 21:47:38.821 : ../models/spf_lut_x4_1sam | Iter:289800, Sample: 60800, GPixel:2.66e-03, dT:0.0038, rT:0.3215 +24-08-18 21:48:19.157 : ../models/spf_lut_x4_1sam | Iter:289900, Sample: 62400, GPixel:2.56e-03, dT:0.0038, rT:0.3224 +24-08-18 21:48:59.414 : ../models/spf_lut_x4_1sam | Iter:290000, Sample: 64000, GPixel:2.73e-03, dT:0.0038, rT:0.3219 +24-08-18 21:48:59.521 : Checkpoint saved 290000 +24-08-18 21:49:00.516 : Iter 290000 | Dataset Set5 | AVG Val PSNR: 31.028702 +24-08-18 21:49:04.569 : Iter 290000 | Dataset Set14 | AVG Val PSNR: 27.901161 +24-08-18 21:49:44.761 : ../models/spf_lut_x4_1sam | Iter:290100, Sample: 65600, GPixel:2.87e-03, dT:0.0038, rT:0.3214 +24-08-18 21:50:24.918 : ../models/spf_lut_x4_1sam | Iter:290200, Sample: 67200, GPixel:2.48e-03, dT:0.0039, rT:0.3209 +24-08-18 21:51:05.070 : ../models/spf_lut_x4_1sam | Iter:290300, Sample: 68800, GPixel:2.67e-03, dT:0.0039, rT:0.3208 +24-08-18 21:51:45.240 : ../models/spf_lut_x4_1sam | Iter:290400, Sample: 70400, GPixel:2.72e-03, dT:0.0038, rT:0.3211 +24-08-18 21:52:25.352 : ../models/spf_lut_x4_1sam | Iter:290500, Sample: 72000, GPixel:2.61e-03, dT:0.0038, rT:0.3208 +24-08-18 21:53:05.517 : ../models/spf_lut_x4_1sam | Iter:290600, Sample: 73600, GPixel:2.67e-03, dT:0.0038, rT:0.3211 +24-08-18 21:53:45.785 : ../models/spf_lut_x4_1sam | Iter:290700, Sample: 75200, GPixel:2.66e-03, dT:0.0038, rT:0.3223 +24-08-18 21:54:25.912 : ../models/spf_lut_x4_1sam | Iter:290800, Sample: 76800, GPixel:2.73e-03, dT:0.0038, rT:0.3207 +24-08-18 21:55:05.961 : ../models/spf_lut_x4_1sam | Iter:290900, Sample: 78400, GPixel:2.68e-03, dT:0.0038, rT:0.3202 +24-08-18 21:55:46.153 : ../models/spf_lut_x4_1sam | Iter:291000, Sample: 80000, GPixel:2.78e-03, dT:0.0038, rT:0.3214 +24-08-18 21:56:26.332 : ../models/spf_lut_x4_1sam | Iter:291100, Sample: 81600, GPixel:2.75e-03, dT:0.0038, rT:0.3212 +24-08-18 21:57:06.565 : ../models/spf_lut_x4_1sam | Iter:291200, Sample: 83200, GPixel:2.57e-03, dT:0.0040, rT:0.3214 +24-08-18 21:57:46.736 : ../models/spf_lut_x4_1sam | Iter:291300, Sample: 84800, GPixel:2.71e-03, dT:0.0038, rT:0.3210 +24-08-18 21:58:26.903 : ../models/spf_lut_x4_1sam | Iter:291400, Sample: 86400, GPixel:2.84e-03, dT:0.0038, rT:0.3213 +24-08-18 21:59:07.304 : ../models/spf_lut_x4_1sam | Iter:291500, Sample: 88000, GPixel:2.67e-03, dT:0.0039, rT:0.3236 +24-08-18 21:59:48.139 : ../models/spf_lut_x4_1sam | Iter:291600, Sample: 89600, GPixel:2.75e-03, dT:0.0041, rT:0.3280 +24-08-18 22:00:28.986 : ../models/spf_lut_x4_1sam | Iter:291700, Sample: 91200, GPixel:2.82e-03, dT:0.0040, rT:0.3284 +24-08-18 22:01:09.803 : ../models/spf_lut_x4_1sam | Iter:291800, Sample: 92800, GPixel:2.81e-03, dT:0.0040, rT:0.3281 +24-08-18 22:01:50.664 : ../models/spf_lut_x4_1sam | Iter:291900, Sample: 94400, GPixel:2.70e-03, dT:0.0040, rT:0.3282 +24-08-18 22:02:31.415 : ../models/spf_lut_x4_1sam | Iter:292000, Sample: 96000, GPixel:2.65e-03, dT:0.0040, rT:0.3271 +24-08-18 22:02:31.531 : Checkpoint saved 292000 +24-08-18 22:02:32.659 : Iter 292000 | Dataset Set5 | AVG Val PSNR: 31.089076 +24-08-18 22:02:37.009 : Iter 292000 | Dataset Set14 | AVG Val PSNR: 27.943332 +24-08-18 22:03:17.710 : ../models/spf_lut_x4_1sam | Iter:292100, Sample: 97600, GPixel:2.80e-03, dT:0.0041, rT:0.3263 +24-08-18 22:03:58.478 : ../models/spf_lut_x4_1sam | Iter:292200, Sample: 99200, GPixel:2.65e-03, dT:0.0041, rT:0.3272 +24-08-18 22:04:39.104 : ../models/spf_lut_x4_1sam | Iter:292300, Sample:100800, GPixel:2.69e-03, dT:0.0040, rT:0.3258 +24-08-18 22:05:19.757 : ../models/spf_lut_x4_1sam | Iter:292400, Sample:102400, GPixel:2.58e-03, dT:0.0040, rT:0.3263 +24-08-18 22:06:00.503 : ../models/spf_lut_x4_1sam | Iter:292500, Sample:104000, GPixel:2.66e-03, dT:0.0041, rT:0.3271 +24-08-18 22:06:40.745 : ../models/spf_lut_x4_1sam | Iter:292600, Sample:105600, GPixel:2.75e-03, dT:0.0039, rT:0.3219 +24-08-18 22:07:20.933 : ../models/spf_lut_x4_1sam | Iter:292700, Sample:107200, GPixel:2.70e-03, dT:0.0039, rT:0.3212 +24-08-18 22:08:01.096 : ../models/spf_lut_x4_1sam | Iter:292800, Sample:108800, GPixel:2.57e-03, dT:0.0038, rT:0.3208 +24-08-18 22:08:41.528 : ../models/spf_lut_x4_1sam | Iter:292900, Sample:110400, GPixel:2.71e-03, dT:0.0039, rT:0.3234 +24-08-18 22:09:22.019 : ../models/spf_lut_x4_1sam | Iter:293000, Sample:112000, GPixel:2.68e-03, dT:0.0039, rT:0.3240 +24-08-18 22:10:02.584 : ../models/spf_lut_x4_1sam | Iter:293100, Sample:113600, GPixel:2.64e-03, dT:0.0039, rT:0.3249 +24-08-18 22:10:43.176 : ../models/spf_lut_x4_1sam | Iter:293200, Sample:115200, GPixel:2.69e-03, dT:0.0040, rT:0.3254 +24-08-18 22:11:23.837 : ../models/spf_lut_x4_1sam | Iter:293300, Sample:116800, GPixel:2.72e-03, dT:0.0041, rT:0.3260 +24-08-18 22:12:04.437 : ../models/spf_lut_x4_1sam | Iter:293400, Sample:118400, GPixel:2.78e-03, dT:0.0040, rT:0.3254 +24-08-18 22:12:44.722 : ../models/spf_lut_x4_1sam | Iter:293500, Sample:120000, GPixel:2.86e-03, dT:0.0039, rT:0.3223 +24-08-18 22:13:25.380 : ../models/spf_lut_x4_1sam | Iter:293600, Sample:121600, GPixel:2.77e-03, dT:0.0041, rT:0.3262 +24-08-18 22:14:06.107 : ../models/spf_lut_x4_1sam | Iter:293700, Sample:123200, GPixel:2.72e-03, dT:0.0040, rT:0.3269 +24-08-18 22:14:46.895 : ../models/spf_lut_x4_1sam | Iter:293800, Sample:124800, GPixel:2.73e-03, dT:0.0041, rT:0.3274 +24-08-18 22:15:27.657 : ../models/spf_lut_x4_1sam | Iter:293900, Sample:126400, GPixel:2.59e-03, dT:0.0040, rT:0.3273 +24-08-18 22:16:08.491 : ../models/spf_lut_x4_1sam | Iter:294000, Sample:128000, GPixel:2.72e-03, dT:0.0041, rT:0.3280 +24-08-18 22:16:08.598 : Checkpoint saved 294000 +24-08-18 22:16:09.681 : Iter 294000 | Dataset Set5 | AVG Val PSNR: 31.043522 +24-08-18 22:16:13.958 : Iter 294000 | Dataset Set14 | AVG Val PSNR: 27.917871 +24-08-18 22:16:54.777 : ../models/spf_lut_x4_1sam | Iter:294100, Sample:129600, GPixel:2.67e-03, dT:0.0041, rT:0.3279 +24-08-18 22:17:35.516 : ../models/spf_lut_x4_1sam | Iter:294200, Sample:131200, GPixel:2.70e-03, dT:0.0041, rT:0.3271 +24-08-18 22:18:16.308 : ../models/spf_lut_x4_1sam | Iter:294300, Sample:132800, GPixel:2.85e-03, dT:0.0040, rT:0.3275 +24-08-18 22:18:57.074 : ../models/spf_lut_x4_1sam | Iter:294400, Sample:134400, GPixel:2.46e-03, dT:0.0041, rT:0.3272 +24-08-18 22:19:37.867 : ../models/spf_lut_x4_1sam | Iter:294500, Sample:136000, GPixel:2.63e-03, dT:0.0040, rT:0.3275 +24-08-18 22:20:18.678 : ../models/spf_lut_x4_1sam | Iter:294600, Sample:137600, GPixel:2.65e-03, dT:0.0041, rT:0.3277 +24-08-18 22:20:59.457 : ../models/spf_lut_x4_1sam | Iter:294700, Sample:139200, GPixel:2.69e-03, dT:0.0040, rT:0.3274 +24-08-18 22:21:40.221 : ../models/spf_lut_x4_1sam | Iter:294800, Sample:140800, GPixel:2.59e-03, dT:0.0041, rT:0.3272 +24-08-18 22:22:20.912 : ../models/spf_lut_x4_1sam | Iter:294900, Sample:142400, GPixel:2.82e-03, dT:0.0040, rT:0.3265 +24-08-18 22:23:01.687 : ../models/spf_lut_x4_1sam | Iter:295000, Sample:144000, GPixel:2.64e-03, dT:0.0041, rT:0.3273 +24-08-18 22:23:42.487 : ../models/spf_lut_x4_1sam | Iter:295100, Sample:145600, GPixel:2.70e-03, dT:0.0041, rT:0.3275 +24-08-18 22:24:23.503 : ../models/spf_lut_x4_1sam | Iter:295200, Sample:147200, GPixel:2.63e-03, dT:0.0043, rT:0.3297 +24-08-18 22:25:04.262 : ../models/spf_lut_x4_1sam | Iter:295300, Sample:148800, GPixel:2.67e-03, dT:0.0041, rT:0.3271 +24-08-18 22:25:44.977 : ../models/spf_lut_x4_1sam | Iter:295400, Sample:150400, GPixel:2.84e-03, dT:0.0041, rT:0.3268 +24-08-18 22:26:25.662 : ../models/spf_lut_x4_1sam | Iter:295500, Sample:152000, GPixel:2.75e-03, dT:0.0040, rT:0.3265 +24-08-18 22:27:06.403 : ../models/spf_lut_x4_1sam | Iter:295600, Sample:153600, GPixel:2.66e-03, dT:0.0041, rT:0.3270 +24-08-18 22:27:47.090 : ../models/spf_lut_x4_1sam | Iter:295700, Sample:155200, GPixel:2.72e-03, dT:0.0041, rT:0.3264 +24-08-18 22:28:27.826 : ../models/spf_lut_x4_1sam | Iter:295800, Sample:156800, GPixel:2.74e-03, dT:0.0041, rT:0.3269 +24-08-18 22:29:08.606 : ../models/spf_lut_x4_1sam | Iter:295900, Sample:158400, GPixel:2.67e-03, dT:0.0041, rT:0.3275 +24-08-18 22:29:49.349 : ../models/spf_lut_x4_1sam | Iter:296000, Sample:160000, GPixel:2.70e-03, dT:0.0041, rT:0.3269 +24-08-18 22:29:49.460 : Checkpoint saved 296000 +24-08-18 22:29:50.508 : Iter 296000 | Dataset Set5 | AVG Val PSNR: 30.975056 +24-08-18 22:29:54.771 : Iter 296000 | Dataset Set14 | AVG Val PSNR: 27.882882 +24-08-18 22:30:35.562 : ../models/spf_lut_x4_1sam | Iter:296100, Sample:161600, GPixel:2.61e-03, dT:0.0041, rT:0.3276 +24-08-18 22:31:16.298 : ../models/spf_lut_x4_1sam | Iter:296200, Sample:163200, GPixel:2.64e-03, dT:0.0041, rT:0.3271 +24-08-18 22:31:57.027 : ../models/spf_lut_x4_1sam | Iter:296300, Sample:164800, GPixel:2.77e-03, dT:0.0040, rT:0.3270 +24-08-18 22:32:37.777 : ../models/spf_lut_x4_1sam | Iter:296400, Sample:166400, GPixel:2.64e-03, dT:0.0041, rT:0.3272 +24-08-18 22:33:18.564 : ../models/spf_lut_x4_1sam | Iter:296500, Sample:168000, GPixel:2.76e-03, dT:0.0041, rT:0.3274 +24-08-18 22:33:59.351 : ../models/spf_lut_x4_1sam | Iter:296600, Sample:169600, GPixel:2.75e-03, dT:0.0041, rT:0.3274 +24-08-18 22:34:40.110 : ../models/spf_lut_x4_1sam | Iter:296700, Sample:171200, GPixel:2.93e-03, dT:0.0041, rT:0.3272 +24-08-18 22:35:20.886 : ../models/spf_lut_x4_1sam | Iter:296800, Sample:172800, GPixel:2.44e-03, dT:0.0041, rT:0.3272 +24-08-18 22:36:01.668 : ../models/spf_lut_x4_1sam | Iter:296900, Sample:174400, GPixel:2.67e-03, dT:0.0041, rT:0.3275 +24-08-18 22:36:42.440 : ../models/spf_lut_x4_1sam | Iter:297000, Sample:176000, GPixel:2.68e-03, dT:0.0041, rT:0.3273 +24-08-18 22:37:23.199 : ../models/spf_lut_x4_1sam | Iter:297100, Sample:177600, GPixel:2.54e-03, dT:0.0041, rT:0.3271 +24-08-18 22:38:03.996 : ../models/spf_lut_x4_1sam | Iter:297200, Sample:179200, GPixel:2.55e-03, dT:0.0041, rT:0.3275 +24-08-18 22:38:44.819 : ../models/spf_lut_x4_1sam | Iter:297300, Sample:180800, GPixel:2.79e-03, dT:0.0041, rT:0.3280 +24-08-18 22:39:25.887 : ../models/spf_lut_x4_1sam | Iter:297400, Sample:182400, GPixel:2.67e-03, dT:0.0042, rT:0.3303 +24-08-18 22:40:06.708 : ../models/spf_lut_x4_1sam | Iter:297500, Sample:184000, GPixel:2.69e-03, dT:0.0041, rT:0.3277 +24-08-18 22:40:47.372 : ../models/spf_lut_x4_1sam | Iter:297600, Sample:185600, GPixel:2.80e-03, dT:0.0041, rT:0.3262 +24-08-18 22:41:28.139 : ../models/spf_lut_x4_1sam | Iter:297700, Sample:187200, GPixel:2.74e-03, dT:0.0041, rT:0.3273 +24-08-18 22:42:08.864 : ../models/spf_lut_x4_1sam | Iter:297800, Sample:188800, GPixel:2.73e-03, dT:0.0041, rT:0.3268 +24-08-18 22:42:49.566 : ../models/spf_lut_x4_1sam | Iter:297900, Sample:190400, GPixel:2.77e-03, dT:0.0041, rT:0.3266 +24-08-18 22:43:30.235 : ../models/spf_lut_x4_1sam | Iter:298000, Sample:192000, GPixel:2.74e-03, dT:0.0041, rT:0.3263 +24-08-18 22:43:30.345 : Checkpoint saved 298000 +24-08-18 22:43:31.451 : Iter 298000 | Dataset Set5 | AVG Val PSNR: 31.047895 +24-08-18 22:43:35.723 : Iter 298000 | Dataset Set14 | AVG Val PSNR: 27.917298 +24-08-18 22:44:16.500 : ../models/spf_lut_x4_1sam | Iter:298100, Sample:193600, GPixel:2.59e-03, dT:0.0041, rT:0.3272 +24-08-18 22:44:57.271 : ../models/spf_lut_x4_1sam | Iter:298200, Sample:195200, GPixel:2.73e-03, dT:0.0041, rT:0.3272 +24-08-18 22:45:38.018 : ../models/spf_lut_x4_1sam | Iter:298300, Sample:196800, GPixel:2.61e-03, dT:0.0041, rT:0.3270 +24-08-18 22:46:18.823 : ../models/spf_lut_x4_1sam | Iter:298400, Sample:198400, GPixel:2.69e-03, dT:0.0041, rT:0.3277 +24-08-18 22:46:59.521 : ../models/spf_lut_x4_1sam | Iter:298500, Sample:200000, GPixel:2.62e-03, dT:0.0041, rT:0.3265 +24-08-18 22:47:40.214 : ../models/spf_lut_x4_1sam | Iter:298600, Sample:201600, GPixel:2.82e-03, dT:0.0041, rT:0.3264 +24-08-18 22:48:20.972 : ../models/spf_lut_x4_1sam | Iter:298700, Sample:203200, GPixel:2.85e-03, dT:0.0042, rT:0.3271 +24-08-18 22:49:01.829 : ../models/spf_lut_x4_1sam | Iter:298800, Sample:204800, GPixel:2.70e-03, dT:0.0041, rT:0.3283 +24-08-18 22:49:42.662 : ../models/spf_lut_x4_1sam | Iter:298900, Sample:206400, GPixel:2.65e-03, dT:0.0041, rT:0.3278 +24-08-18 22:50:23.415 : ../models/spf_lut_x4_1sam | Iter:299000, Sample:208000, GPixel:2.66e-03, dT:0.0041, rT:0.3270 +24-08-18 22:51:04.169 : ../models/spf_lut_x4_1sam | Iter:299100, Sample:209600, GPixel:2.52e-03, dT:0.0041, rT:0.3270 +24-08-18 22:51:44.921 : ../models/spf_lut_x4_1sam | Iter:299200, Sample:211200, GPixel:2.84e-03, dT:0.0041, rT:0.3270 +24-08-18 22:52:25.705 : ../models/spf_lut_x4_1sam | Iter:299300, Sample:212800, GPixel:2.87e-03, dT:0.0040, rT:0.3274 +24-08-18 22:53:06.457 : ../models/spf_lut_x4_1sam | Iter:299400, Sample:214400, GPixel:2.71e-03, dT:0.0041, rT:0.3271 +24-08-18 22:53:47.222 : ../models/spf_lut_x4_1sam | Iter:299500, Sample:216000, GPixel:2.84e-03, dT:0.0041, rT:0.3272 +24-08-18 22:54:28.112 : ../models/spf_lut_x4_1sam | Iter:299600, Sample:217600, GPixel:2.76e-03, dT:0.0041, rT:0.3284 +24-08-18 22:55:08.934 : ../models/spf_lut_x4_1sam | Iter:299700, Sample:219200, GPixel:2.57e-03, dT:0.0042, rT:0.3278 +24-08-18 22:55:49.690 : ../models/spf_lut_x4_1sam | Iter:299800, Sample:220800, GPixel:2.67e-03, dT:0.0041, rT:0.3270 +24-08-18 22:56:30.425 : ../models/spf_lut_x4_1sam | Iter:299900, Sample:222400, GPixel:2.78e-03, dT:0.0041, rT:0.3269 +24-08-18 22:57:11.159 : ../models/spf_lut_x4_1sam | Iter:300000, Sample:224000, GPixel:2.75e-03, dT:0.0042, rT:0.3268 +24-08-18 22:57:11.270 : Checkpoint saved 300000 +24-08-18 22:57:12.308 : Iter 300000 | Dataset Set5 | AVG Val PSNR: 31.047242 +24-08-18 22:57:16.512 : Iter 300000 | Dataset Set14 | AVG Val PSNR: 27.869589 +24-08-18 22:57:57.258 : ../models/spf_lut_x4_1sam | Iter:300100, Sample:225600, GPixel:2.63e-03, dT:0.0041, rT:0.3269 +24-08-18 22:58:38.047 : ../models/spf_lut_x4_1sam | Iter:300200, Sample:227200, GPixel:2.69e-03, dT:0.0042, rT:0.3274 +24-08-18 22:59:18.791 : ../models/spf_lut_x4_1sam | Iter:300300, Sample:228800, GPixel:2.54e-03, dT:0.0041, rT:0.3269 +24-08-18 22:59:59.441 : ../models/spf_lut_x4_1sam | Iter:300400, Sample:230400, GPixel:2.69e-03, dT:0.0041, rT:0.3260 +24-08-18 23:00:40.211 : ../models/spf_lut_x4_1sam | Iter:300500, Sample:232000, GPixel:2.72e-03, dT:0.0041, rT:0.3272 +24-08-18 23:01:20.942 : ../models/spf_lut_x4_1sam | Iter:300600, Sample:233600, GPixel:2.77e-03, dT:0.0041, rT:0.3269 +24-08-18 23:02:01.702 : ../models/spf_lut_x4_1sam | Iter:300700, Sample:235200, GPixel:2.63e-03, dT:0.0041, rT:0.3271 +24-08-18 23:02:42.434 : ../models/spf_lut_x4_1sam | Iter:300800, Sample:236800, GPixel:2.74e-03, dT:0.0041, rT:0.3268 +24-08-18 23:03:23.123 : ../models/spf_lut_x4_1sam | Iter:300900, Sample:238400, GPixel:2.92e-03, dT:0.0041, rT:0.3263 +24-08-18 23:04:03.893 : ../models/spf_lut_x4_1sam | Iter:301000, Sample:240000, GPixel:2.70e-03, dT:0.0041, rT:0.3271 +24-08-18 23:04:44.644 : ../models/spf_lut_x4_1sam | Iter:301100, Sample:241600, GPixel:2.68e-03, dT:0.0041, rT:0.3270 +24-08-18 23:05:25.424 : ../models/spf_lut_x4_1sam | Iter:301200, Sample:243200, GPixel:2.61e-03, dT:0.0041, rT:0.3272 +24-08-18 23:06:06.208 : ../models/spf_lut_x4_1sam | Iter:301300, Sample:244800, GPixel:2.59e-03, dT:0.0041, rT:0.3274 +24-08-18 23:06:46.967 : ../models/spf_lut_x4_1sam | Iter:301400, Sample:246400, GPixel:2.63e-03, dT:0.0041, rT:0.3271 +24-08-18 23:07:27.833 : ../models/spf_lut_x4_1sam | Iter:301500, Sample:248000, GPixel:2.75e-03, dT:0.0041, rT:0.3282 +24-08-18 23:08:08.604 : ../models/spf_lut_x4_1sam | Iter:301600, Sample:249600, GPixel:2.58e-03, dT:0.0042, rT:0.3271 +24-08-18 23:08:49.339 : ../models/spf_lut_x4_1sam | Iter:301700, Sample:251200, GPixel:2.83e-03, dT:0.0041, rT:0.3268 +24-08-18 23:09:30.064 : ../models/spf_lut_x4_1sam | Iter:301800, Sample:252800, GPixel:2.77e-03, dT:0.0041, rT:0.3268 +24-08-18 23:10:11.104 : ../models/spf_lut_x4_1sam | Iter:301900, Sample:254400, GPixel:2.51e-03, dT:0.0042, rT:0.3301 +24-08-18 23:10:51.895 : ../models/spf_lut_x4_1sam | Iter:302000, Sample:256000, GPixel:2.77e-03, dT:0.0041, rT:0.3276 +24-08-18 23:10:52.006 : Checkpoint saved 302000 +24-08-18 23:10:53.004 : Iter 302000 | Dataset Set5 | AVG Val PSNR: 31.072615 +24-08-18 23:10:57.309 : Iter 302000 | Dataset Set14 | AVG Val PSNR: 27.928767 +24-08-18 23:11:38.052 : ../models/spf_lut_x4_1sam | Iter:302100, Sample:257600, GPixel:2.68e-03, dT:0.0041, rT:0.3270 +24-08-18 23:12:18.773 : ../models/spf_lut_x4_1sam | Iter:302200, Sample:259200, GPixel:2.63e-03, dT:0.0041, rT:0.3268 +24-08-18 23:12:59.486 : ../models/spf_lut_x4_1sam | Iter:302300, Sample:260800, GPixel:2.76e-03, dT:0.0041, rT:0.3267 +24-08-18 23:13:40.208 : ../models/spf_lut_x4_1sam | Iter:302400, Sample:262400, GPixel:2.77e-03, dT:0.0040, rT:0.3268 +24-08-18 23:14:20.944 : ../models/spf_lut_x4_1sam | Iter:302500, Sample:264000, GPixel:2.77e-03, dT:0.0040, rT:0.3270 +24-08-18 23:15:01.680 : ../models/spf_lut_x4_1sam | Iter:302600, Sample:265600, GPixel:2.55e-03, dT:0.0041, rT:0.3268 +24-08-18 23:15:42.422 : ../models/spf_lut_x4_1sam | Iter:302700, Sample:267200, GPixel:2.83e-03, dT:0.0041, rT:0.3270 +24-08-18 23:16:23.148 : ../models/spf_lut_x4_1sam | Iter:302800, Sample:268800, GPixel:2.47e-03, dT:0.0041, rT:0.3269 +24-08-18 23:17:03.866 : ../models/spf_lut_x4_1sam | Iter:302900, Sample:270400, GPixel:2.76e-03, dT:0.0041, rT:0.3267 +24-08-18 23:17:44.644 : ../models/spf_lut_x4_1sam | Iter:303000, Sample:272000, GPixel:2.58e-03, dT:0.0042, rT:0.3271 +24-08-18 23:18:25.482 : ../models/spf_lut_x4_1sam | Iter:303100, Sample:273600, GPixel:2.64e-03, dT:0.0041, rT:0.3280 +24-08-18 23:19:06.169 : ../models/spf_lut_x4_1sam | Iter:303200, Sample:275200, GPixel:2.76e-03, dT:0.0041, rT:0.3264 +24-08-18 23:19:46.888 : ../models/spf_lut_x4_1sam | Iter:303300, Sample:276800, GPixel:2.66e-03, dT:0.0041, rT:0.3267 +24-08-18 23:20:27.693 : ../models/spf_lut_x4_1sam | Iter:303400, Sample:278400, GPixel:2.74e-03, dT:0.0041, rT:0.3276 +24-08-18 23:21:08.422 : ../models/spf_lut_x4_1sam | Iter:303500, Sample:280000, GPixel:2.79e-03, dT:0.0042, rT:0.3267 +24-08-18 23:21:49.147 : ../models/spf_lut_x4_1sam | Iter:303600, Sample:281600, GPixel:3.05e-03, dT:0.0041, rT:0.3267 +24-08-18 23:22:29.903 : ../models/spf_lut_x4_1sam | Iter:303700, Sample:283200, GPixel:2.74e-03, dT:0.0041, rT:0.3270 +24-08-18 23:23:10.695 : ../models/spf_lut_x4_1sam | Iter:303800, Sample:284800, GPixel:2.76e-03, dT:0.0041, rT:0.3275 +24-08-18 23:23:51.417 : ../models/spf_lut_x4_1sam | Iter:303900, Sample:286400, GPixel:2.70e-03, dT:0.0042, rT:0.3267 +24-08-18 23:24:32.141 : ../models/spf_lut_x4_1sam | Iter:304000, Sample:288000, GPixel:2.67e-03, dT:0.0041, rT:0.3267 +24-08-18 23:24:32.251 : Checkpoint saved 304000 +24-08-18 23:24:33.355 : Iter 304000 | Dataset Set5 | AVG Val PSNR: 31.050636 +24-08-18 23:24:37.627 : Iter 304000 | Dataset Set14 | AVG Val PSNR: 27.904119 +24-08-18 23:25:18.642 : ../models/spf_lut_x4_1sam | Iter:304100, Sample:289600, GPixel:2.76e-03, dT:0.0043, rT:0.3297 +24-08-18 23:25:59.411 : ../models/spf_lut_x4_1sam | Iter:304200, Sample:291200, GPixel:2.56e-03, dT:0.0041, rT:0.3272 +24-08-18 23:26:40.158 : ../models/spf_lut_x4_1sam | Iter:304300, Sample:292800, GPixel:2.66e-03, dT:0.0041, rT:0.3271 +24-08-18 23:27:20.831 : ../models/spf_lut_x4_1sam | Iter:304400, Sample:294400, GPixel:2.81e-03, dT:0.0041, rT:0.3263 +24-08-18 23:28:01.440 : ../models/spf_lut_x4_1sam | Iter:304500, Sample:296000, GPixel:2.62e-03, dT:0.0041, rT:0.3256 +24-08-18 23:28:42.109 : ../models/spf_lut_x4_1sam | Iter:304600, Sample:297600, GPixel:2.67e-03, dT:0.0041, rT:0.3262 +24-08-18 23:29:22.773 : ../models/spf_lut_x4_1sam | Iter:304700, Sample:299200, GPixel:2.77e-03, dT:0.0040, rT:0.3263 +24-08-18 23:30:03.448 : ../models/spf_lut_x4_1sam | Iter:304800, Sample:300800, GPixel:2.65e-03, dT:0.0040, rT:0.3262 +24-08-18 23:30:44.088 : ../models/spf_lut_x4_1sam | Iter:304900, Sample:302400, GPixel:2.66e-03, dT:0.0041, rT:0.3259 +24-08-18 23:31:24.710 : ../models/spf_lut_x4_1sam | Iter:305000, Sample:304000, GPixel:2.79e-03, dT:0.0040, rT:0.3257 +24-08-18 23:32:05.311 : ../models/spf_lut_x4_1sam | Iter:305100, Sample:305600, GPixel:2.63e-03, dT:0.0040, rT:0.3256 +24-08-18 23:32:45.970 : ../models/spf_lut_x4_1sam | Iter:305200, Sample:307200, GPixel:2.84e-03, dT:0.0040, rT:0.3262 +24-08-18 23:33:26.679 : ../models/spf_lut_x4_1sam | Iter:305300, Sample:308800, GPixel:2.79e-03, dT:0.0041, rT:0.3265 +24-08-18 23:34:07.322 : ../models/spf_lut_x4_1sam | Iter:305400, Sample:310400, GPixel:2.80e-03, dT:0.0040, rT:0.3259 +24-08-18 23:34:47.944 : ../models/spf_lut_x4_1sam | Iter:305500, Sample:312000, GPixel:2.80e-03, dT:0.0040, rT:0.3258 +24-08-18 23:35:28.605 : ../models/spf_lut_x4_1sam | Iter:305600, Sample:313600, GPixel:2.70e-03, dT:0.0041, rT:0.3262 +24-08-18 23:36:09.393 : ../models/spf_lut_x4_1sam | Iter:305700, Sample:315200, GPixel:2.71e-03, dT:0.0041, rT:0.3276 +24-08-18 23:36:50.117 : ../models/spf_lut_x4_1sam | Iter:305800, Sample:316800, GPixel:2.82e-03, dT:0.0041, rT:0.3267 +24-08-18 23:37:30.852 : ../models/spf_lut_x4_1sam | Iter:305900, Sample:318400, GPixel:2.82e-03, dT:0.0041, rT:0.3268 +24-08-18 23:38:11.581 : ../models/spf_lut_x4_1sam | Iter:306000, Sample:320000, GPixel:2.56e-03, dT:0.0041, rT:0.3268 +24-08-18 23:38:11.690 : Checkpoint saved 306000 +24-08-18 23:38:12.767 : Iter 306000 | Dataset Set5 | AVG Val PSNR: 31.068581 +24-08-18 23:38:17.051 : Iter 306000 | Dataset Set14 | AVG Val PSNR: 27.936607 +24-08-18 23:38:57.750 : ../models/spf_lut_x4_1sam | Iter:306100, Sample:321600, GPixel:2.68e-03, dT:0.0040, rT:0.3266 +24-08-18 23:39:38.460 : ../models/spf_lut_x4_1sam | Iter:306200, Sample:323200, GPixel:2.60e-03, dT:0.0042, rT:0.3265 +24-08-18 23:40:19.189 : ../models/spf_lut_x4_1sam | Iter:306300, Sample:324800, GPixel:2.77e-03, dT:0.0041, rT:0.3270 +24-08-18 23:41:00.072 : ../models/spf_lut_x4_1sam | Iter:306400, Sample:326400, GPixel:2.72e-03, dT:0.0041, rT:0.3285 +24-08-18 23:41:40.738 : ../models/spf_lut_x4_1sam | Iter:306500, Sample:328000, GPixel:2.75e-03, dT:0.0041, rT:0.3261 +24-08-18 23:42:21.433 : ../models/spf_lut_x4_1sam | Iter:306600, Sample:329600, GPixel:2.71e-03, dT:0.0041, rT:0.3264 +24-08-18 23:43:02.036 : ../models/spf_lut_x4_1sam | Iter:306700, Sample:331200, GPixel:2.71e-03, dT:0.0040, rT:0.3255 +24-08-18 23:43:42.681 : ../models/spf_lut_x4_1sam | Iter:306800, Sample:332800, GPixel:2.70e-03, dT:0.0040, rT:0.3259 +24-08-18 23:44:23.354 : ../models/spf_lut_x4_1sam | Iter:306900, Sample:334400, GPixel:2.65e-03, dT:0.0040, rT:0.3263 +24-08-18 23:45:04.014 : ../models/spf_lut_x4_1sam | Iter:307000, Sample:336000, GPixel:2.83e-03, dT:0.0041, rT:0.3262 +24-08-18 23:45:44.644 : ../models/spf_lut_x4_1sam | Iter:307100, Sample:337600, GPixel:2.70e-03, dT:0.0040, rT:0.3257 +24-08-18 23:46:25.245 : ../models/spf_lut_x4_1sam | Iter:307200, Sample:339200, GPixel:2.75e-03, dT:0.0040, rT:0.3256 +24-08-18 23:47:05.868 : ../models/spf_lut_x4_1sam | Iter:307300, Sample:340800, GPixel:2.64e-03, dT:0.0041, rT:0.3257 +24-08-18 23:47:46.496 : ../models/spf_lut_x4_1sam | Iter:307400, Sample:342400, GPixel:2.73e-03, dT:0.0040, rT:0.3258 +24-08-18 23:48:27.090 : ../models/spf_lut_x4_1sam | Iter:307500, Sample:344000, GPixel:2.74e-03, dT:0.0040, rT:0.3254 +24-08-18 23:49:07.736 : ../models/spf_lut_x4_1sam | Iter:307600, Sample:345600, GPixel:2.62e-03, dT:0.0041, rT:0.3259 +24-08-18 23:49:48.421 : ../models/spf_lut_x4_1sam | Iter:307700, Sample:347200, GPixel:2.66e-03, dT:0.0041, rT:0.3263 +24-08-18 23:50:29.080 : ../models/spf_lut_x4_1sam | Iter:307800, Sample:348800, GPixel:2.67e-03, dT:0.0040, rT:0.3260 +24-08-18 23:51:09.702 : ../models/spf_lut_x4_1sam | Iter:307900, Sample:350400, GPixel:2.92e-03, dT:0.0041, rT:0.3257 +24-08-18 23:51:50.344 : ../models/spf_lut_x4_1sam | Iter:308000, Sample:352000, GPixel:2.72e-03, dT:0.0041, rT:0.3260 +24-08-18 23:51:50.454 : Checkpoint saved 308000 +24-08-18 23:51:51.527 : Iter 308000 | Dataset Set5 | AVG Val PSNR: 31.073331 +24-08-18 23:51:55.779 : Iter 308000 | Dataset Set14 | AVG Val PSNR: 27.940923 +24-08-18 23:52:36.409 : ../models/spf_lut_x4_1sam | Iter:308100, Sample:353600, GPixel:2.59e-03, dT:0.0040, rT:0.3258 +24-08-18 23:53:17.014 : ../models/spf_lut_x4_1sam | Iter:308200, Sample:355200, GPixel:2.80e-03, dT:0.0041, rT:0.3254 +24-08-18 23:53:57.628 : ../models/spf_lut_x4_1sam | Iter:308300, Sample:356800, GPixel:2.64e-03, dT:0.0040, rT:0.3256 +24-08-18 23:54:38.203 : ../models/spf_lut_x4_1sam | Iter:308400, Sample:358400, GPixel:2.79e-03, dT:0.0041, rT:0.3252 +24-08-18 23:55:18.812 : ../models/spf_lut_x4_1sam | Iter:308500, Sample:360000, GPixel:2.92e-03, dT:0.0041, rT:0.3255 +24-08-18 23:55:59.725 : ../models/spf_lut_x4_1sam | Iter:308600, Sample:361600, GPixel:2.72e-03, dT:0.0042, rT:0.3286 +24-08-18 23:56:40.390 : ../models/spf_lut_x4_1sam | Iter:308700, Sample:363200, GPixel:2.78e-03, dT:0.0040, rT:0.3263 +24-08-18 23:57:21.033 : ../models/spf_lut_x4_1sam | Iter:308800, Sample:364800, GPixel:2.73e-03, dT:0.0040, rT:0.3259 +24-08-18 23:58:01.661 : ../models/spf_lut_x4_1sam | Iter:308900, Sample:366400, GPixel:2.66e-03, dT:0.0041, rT:0.3257 +24-08-18 23:58:42.305 : ../models/spf_lut_x4_1sam | Iter:309000, Sample:368000, GPixel:2.73e-03, dT:0.0040, rT:0.3260 +24-08-18 23:59:22.941 : ../models/spf_lut_x4_1sam | Iter:309100, Sample:369600, GPixel:2.70e-03, dT:0.0041, rT:0.3259 +24-08-19 00:00:03.614 : ../models/spf_lut_x4_1sam | Iter:309200, Sample:371200, GPixel:2.55e-03, dT:0.0041, rT:0.3262 +24-08-19 00:00:44.248 : ../models/spf_lut_x4_1sam | Iter:309300, Sample:372800, GPixel:2.78e-03, dT:0.0040, rT:0.3258 +24-08-19 00:01:24.886 : ../models/spf_lut_x4_1sam | Iter:309400, Sample:374400, GPixel:2.62e-03, dT:0.0040, rT:0.3258 +24-08-19 00:02:05.496 : ../models/spf_lut_x4_1sam | Iter:309500, Sample:376000, GPixel:2.47e-03, dT:0.0041, rT:0.3255 +24-08-19 00:02:46.103 : ../models/spf_lut_x4_1sam | Iter:309600, Sample:377600, GPixel:2.80e-03, dT:0.0040, rT:0.3256 +24-08-19 00:03:26.716 : ../models/spf_lut_x4_1sam | Iter:309700, Sample:379200, GPixel:2.76e-03, dT:0.0040, rT:0.3256 +24-08-19 00:04:07.386 : ../models/spf_lut_x4_1sam | Iter:309800, Sample:380800, GPixel:2.97e-03, dT:0.0041, rT:0.3264 +24-08-19 00:04:48.023 : ../models/spf_lut_x4_1sam | Iter:309900, Sample:382400, GPixel:2.65e-03, dT:0.0040, rT:0.3259 +24-08-19 00:05:28.658 : ../models/spf_lut_x4_1sam | Iter:310000, Sample:384000, GPixel:2.58e-03, dT:0.0041, rT:0.3258 +24-08-19 00:05:28.768 : Checkpoint saved 310000 +24-08-19 00:05:29.822 : Iter 310000 | Dataset Set5 | AVG Val PSNR: 30.996792 +24-08-19 00:05:34.159 : Iter 310000 | Dataset Set14 | AVG Val PSNR: 27.899868 +24-08-19 00:06:14.751 : ../models/spf_lut_x4_1sam | Iter:310100, Sample:385600, GPixel:2.67e-03, dT:0.0040, rT:0.3252 +24-08-19 00:06:55.321 : ../models/spf_lut_x4_1sam | Iter:310200, Sample:387200, GPixel:2.64e-03, dT:0.0040, rT:0.3252 +24-08-19 00:07:35.890 : ../models/spf_lut_x4_1sam | Iter:310300, Sample:388800, GPixel:2.82e-03, dT:0.0040, rT:0.3253 +24-08-19 00:08:16.536 : ../models/spf_lut_x4_1sam | Iter:310400, Sample:390400, GPixel:2.84e-03, dT:0.0040, rT:0.3260 +24-08-19 00:08:57.173 : ../models/spf_lut_x4_1sam | Iter:310500, Sample:392000, GPixel:2.78e-03, dT:0.0040, rT:0.3260 +24-08-19 00:09:37.822 : ../models/spf_lut_x4_1sam | Iter:310600, Sample:393600, GPixel:2.59e-03, dT:0.0040, rT:0.3259 +24-08-19 00:10:18.447 : ../models/spf_lut_x4_1sam | Iter:310700, Sample:395200, GPixel:2.69e-03, dT:0.0041, rT:0.3257 +24-08-19 00:10:59.213 : ../models/spf_lut_x4_1sam | Iter:310800, Sample:396800, GPixel:2.67e-03, dT:0.0041, rT:0.3271 +24-08-19 00:11:40.009 : ../models/spf_lut_x4_1sam | Iter:310900, Sample:398400, GPixel:2.67e-03, dT:0.0041, rT:0.3275 +24-08-19 00:12:20.608 : ../models/spf_lut_x4_1sam | Iter:311000, Sample:400000, GPixel:2.71e-03, dT:0.0040, rT:0.3254 +24-08-19 00:13:01.210 : ../models/spf_lut_x4_1sam | Iter:311100, Sample:401600, GPixel:2.79e-03, dT:0.0040, rT:0.3255 +24-08-19 00:13:41.772 : ../models/spf_lut_x4_1sam | Iter:311200, Sample:403200, GPixel:2.84e-03, dT:0.0040, rT:0.3250 +24-08-19 00:14:22.384 : ../models/spf_lut_x4_1sam | Iter:311300, Sample:404800, GPixel:2.68e-03, dT:0.0041, rT:0.3255 +24-08-19 00:15:03.018 : ../models/spf_lut_x4_1sam | Iter:311400, Sample:406400, GPixel:2.63e-03, dT:0.0041, rT:0.3257 +24-08-19 00:15:43.702 : ../models/spf_lut_x4_1sam | Iter:311500, Sample:408000, GPixel:2.75e-03, dT:0.0040, rT:0.3263 +24-08-19 00:16:24.393 : ../models/spf_lut_x4_1sam | Iter:311600, Sample:409600, GPixel:2.57e-03, dT:0.0041, rT:0.3263 +24-08-19 00:17:04.988 : ../models/spf_lut_x4_1sam | Iter:311700, Sample:411200, GPixel:2.66e-03, dT:0.0040, rT:0.3254 +24-08-19 00:17:45.555 : ../models/spf_lut_x4_1sam | Iter:311800, Sample:412800, GPixel:2.60e-03, dT:0.0040, rT:0.3252 +24-08-19 00:18:26.170 : ../models/spf_lut_x4_1sam | Iter:311900, Sample:414400, GPixel:2.76e-03, dT:0.0040, rT:0.3257 +24-08-19 00:19:06.802 : ../models/spf_lut_x4_1sam | Iter:312000, Sample:416000, GPixel:2.78e-03, dT:0.0040, rT:0.3258 +24-08-19 00:19:06.911 : Checkpoint saved 312000 +24-08-19 00:19:07.994 : Iter 312000 | Dataset Set5 | AVG Val PSNR: 31.051359 +24-08-19 00:19:12.230 : Iter 312000 | Dataset Set14 | AVG Val PSNR: 27.926980 +24-08-19 00:19:52.821 : ../models/spf_lut_x4_1sam | Iter:312100, Sample:417600, GPixel:2.62e-03, dT:0.0041, rT:0.3254 +24-08-19 00:20:33.475 : ../models/spf_lut_x4_1sam | Iter:312200, Sample:419200, GPixel:2.76e-03, dT:0.0040, rT:0.3261 +24-08-19 00:21:14.082 : ../models/spf_lut_x4_1sam | Iter:312300, Sample:420800, GPixel:2.62e-03, dT:0.0040, rT:0.3256 +24-08-19 00:21:54.677 : ../models/spf_lut_x4_1sam | Iter:312400, Sample:422400, GPixel:2.65e-03, dT:0.0040, rT:0.3255 +24-08-19 00:22:35.354 : ../models/spf_lut_x4_1sam | Iter:312500, Sample:424000, GPixel:2.81e-03, dT:0.0041, rT:0.3262 +24-08-19 00:23:15.998 : ../models/spf_lut_x4_1sam | Iter:312600, Sample:425600, GPixel:2.81e-03, dT:0.0040, rT:0.3260 +24-08-19 00:23:56.579 : ../models/spf_lut_x4_1sam | Iter:312700, Sample:427200, GPixel:2.72e-03, dT:0.0040, rT:0.3254 +24-08-19 00:24:37.195 : ../models/spf_lut_x4_1sam | Iter:312800, Sample:428800, GPixel:2.81e-03, dT:0.0040, rT:0.3257 +24-08-19 00:25:17.746 : ../models/spf_lut_x4_1sam | Iter:312900, Sample:430400, GPixel:2.84e-03, dT:0.0040, rT:0.3250 +24-08-19 00:25:58.301 : ../models/spf_lut_x4_1sam | Iter:313000, Sample:432000, GPixel:2.64e-03, dT:0.0040, rT:0.3250 +24-08-19 00:26:39.164 : ../models/spf_lut_x4_1sam | Iter:313100, Sample:433600, GPixel:2.79e-03, dT:0.0041, rT:0.3281 +24-08-19 00:27:19.742 : ../models/spf_lut_x4_1sam | Iter:313200, Sample:435200, GPixel:2.75e-03, dT:0.0040, rT:0.3252 +24-08-19 00:28:00.384 : ../models/spf_lut_x4_1sam | Iter:313300, Sample:436800, GPixel:3.00e-03, dT:0.0040, rT:0.3259 +24-08-19 00:28:41.041 : ../models/spf_lut_x4_1sam | Iter:313400, Sample:438400, GPixel:2.71e-03, dT:0.0043, rT:0.3259 +24-08-19 00:29:21.747 : ../models/spf_lut_x4_1sam | Iter:313500, Sample:440000, GPixel:2.53e-03, dT:0.0040, rT:0.3266 +24-08-19 00:30:02.349 : ../models/spf_lut_x4_1sam | Iter:313600, Sample:441600, GPixel:2.73e-03, dT:0.0041, rT:0.3254 +24-08-19 00:30:42.929 : ../models/spf_lut_x4_1sam | Iter:313700, Sample:443200, GPixel:2.59e-03, dT:0.0040, rT:0.3252 +24-08-19 00:31:23.579 : ../models/spf_lut_x4_1sam | Iter:313800, Sample:444800, GPixel:2.82e-03, dT:0.0041, rT:0.3259 +24-08-19 00:32:04.165 : ../models/spf_lut_x4_1sam | Iter:313900, Sample:446400, GPixel:2.77e-03, dT:0.0040, rT:0.3254 +24-08-19 00:32:45.000 : ../models/spf_lut_x4_1sam | Iter:314000, Sample:448000, GPixel:2.75e-03, dT:0.0041, rT:0.3279 +24-08-19 00:32:45.104 : Checkpoint saved 314000 +24-08-19 00:32:46.140 : Iter 314000 | Dataset Set5 | AVG Val PSNR: 31.043479 +24-08-19 00:32:50.292 : Iter 314000 | Dataset Set14 | AVG Val PSNR: 27.925246 +24-08-19 00:33:30.866 : ../models/spf_lut_x4_1sam | Iter:314100, Sample:449600, GPixel:2.68e-03, dT:0.0041, rT:0.3253 +24-08-19 00:34:11.563 : ../models/spf_lut_x4_1sam | Iter:314200, Sample:451200, GPixel:2.74e-03, dT:0.0041, rT:0.3264 +24-08-19 00:34:52.151 : ../models/spf_lut_x4_1sam | Iter:314300, Sample:452800, GPixel:2.79e-03, dT:0.0041, rT:0.3253 +24-08-19 00:35:32.760 : ../models/spf_lut_x4_1sam | Iter:314400, Sample:454400, GPixel:2.76e-03, dT:0.0040, rT:0.3256 +24-08-19 00:36:13.397 : ../models/spf_lut_x4_1sam | Iter:314500, Sample:456000, GPixel:2.80e-03, dT:0.0040, rT:0.3259 +24-08-19 00:36:54.024 : ../models/spf_lut_x4_1sam | Iter:314600, Sample:457600, GPixel:2.69e-03, dT:0.0040, rT:0.3258 +24-08-19 00:37:34.635 : ../models/spf_lut_x4_1sam | Iter:314700, Sample:459200, GPixel:2.75e-03, dT:0.0040, rT:0.3255 +24-08-19 00:38:15.259 : ../models/spf_lut_x4_1sam | Iter:314800, Sample:460800, GPixel:2.69e-03, dT:0.0040, rT:0.3257 +24-08-19 00:38:55.856 : ../models/spf_lut_x4_1sam | Iter:314900, Sample:462400, GPixel:2.59e-03, dT:0.0040, rT:0.3255 +24-08-19 00:39:36.436 : ../models/spf_lut_x4_1sam | Iter:315000, Sample:464000, GPixel:2.72e-03, dT:0.0040, rT:0.3252 +24-08-19 00:40:17.022 : ../models/spf_lut_x4_1sam | Iter:315100, Sample:465600, GPixel:2.79e-03, dT:0.0041, rT:0.3252 +24-08-19 00:40:57.672 : ../models/spf_lut_x4_1sam | Iter:315200, Sample:467200, GPixel:2.64e-03, dT:0.0040, rT:0.3259 +24-08-19 00:41:38.640 : ../models/spf_lut_x4_1sam | Iter:315300, Sample:468800, GPixel:2.64e-03, dT:0.0041, rT:0.3292 +24-08-19 00:42:19.315 : ../models/spf_lut_x4_1sam | Iter:315400, Sample:470400, GPixel:2.72e-03, dT:0.0041, rT:0.3261 +24-08-19 00:42:59.982 : ../models/spf_lut_x4_1sam | Iter:315500, Sample:472000, GPixel:2.61e-03, dT:0.0040, rT:0.3262 +24-08-19 00:43:40.516 : ../models/spf_lut_x4_1sam | Iter:315600, Sample:473600, GPixel:2.65e-03, dT:0.0040, rT:0.3248 +24-08-19 00:44:21.070 : ../models/spf_lut_x4_1sam | Iter:315700, Sample:475200, GPixel:2.65e-03, dT:0.0040, rT:0.3250 +24-08-19 00:45:01.697 : ../models/spf_lut_x4_1sam | Iter:315800, Sample:476800, GPixel:2.78e-03, dT:0.0041, rT:0.3257 +24-08-19 00:45:42.323 : ../models/spf_lut_x4_1sam | Iter:315900, Sample:478400, GPixel:2.76e-03, dT:0.0040, rT:0.3258 +24-08-19 00:46:22.889 : ../models/spf_lut_x4_1sam | Iter:316000, Sample:480000, GPixel:2.80e-03, dT:0.0041, rT:0.3251 +24-08-19 00:46:22.996 : Checkpoint saved 316000 +24-08-19 00:46:23.996 : Iter 316000 | Dataset Set5 | AVG Val PSNR: 31.049264 +24-08-19 00:46:28.211 : Iter 316000 | Dataset Set14 | AVG Val PSNR: 27.914923 +24-08-19 00:47:08.849 : ../models/spf_lut_x4_1sam | Iter:316100, Sample:481600, GPixel:2.68e-03, dT:0.0041, rT:0.3259 +24-08-19 00:47:49.514 : ../models/spf_lut_x4_1sam | Iter:316200, Sample:483200, GPixel:2.73e-03, dT:0.0041, rT:0.3261 +24-08-19 00:48:30.211 : ../models/spf_lut_x4_1sam | Iter:316300, Sample:484800, GPixel:2.72e-03, dT:0.0041, rT:0.3265 +24-08-19 00:49:10.836 : ../models/spf_lut_x4_1sam | Iter:316400, Sample:486400, GPixel:2.83e-03, dT:0.0040, rT:0.3258 +24-08-19 00:49:51.519 : ../models/spf_lut_x4_1sam | Iter:316500, Sample:488000, GPixel:2.72e-03, dT:0.0041, rT:0.3263 +24-08-19 00:50:32.128 : ../models/spf_lut_x4_1sam | Iter:316600, Sample:489600, GPixel:2.72e-03, dT:0.0040, rT:0.3257 +24-08-19 00:51:12.758 : ../models/spf_lut_x4_1sam | Iter:316700, Sample:491200, GPixel:2.92e-03, dT:0.0040, rT:0.3259 +24-08-19 00:51:53.361 : ../models/spf_lut_x4_1sam | Iter:316800, Sample:492800, GPixel:2.88e-03, dT:0.0040, rT:0.3255 +24-08-19 00:52:34.004 : ../models/spf_lut_x4_1sam | Iter:316900, Sample:494400, GPixel:2.66e-03, dT:0.0041, rT:0.3259 +24-08-19 00:53:14.672 : ../models/spf_lut_x4_1sam | Iter:317000, Sample:496000, GPixel:2.81e-03, dT:0.0041, rT:0.3261 +24-08-19 00:53:55.260 : ../models/spf_lut_x4_1sam | Iter:317100, Sample:497600, GPixel:2.68e-03, dT:0.0039, rT:0.3255 +24-08-19 00:54:35.858 : ../models/spf_lut_x4_1sam | Iter:317200, Sample:499200, GPixel:2.64e-03, dT:0.0040, rT:0.3255 +24-08-19 00:55:16.489 : ../models/spf_lut_x4_1sam | Iter:317300, Sample:500800, GPixel:2.69e-03, dT:0.0041, rT:0.3258 +24-08-19 00:55:57.163 : ../models/spf_lut_x4_1sam | Iter:317400, Sample:502400, GPixel:2.79e-03, dT:0.0040, rT:0.3263 +24-08-19 00:56:37.771 : ../models/spf_lut_x4_1sam | Iter:317500, Sample:504000, GPixel:2.78e-03, dT:0.0040, rT:0.3255 +24-08-19 00:57:18.614 : ../models/spf_lut_x4_1sam | Iter:317600, Sample:505600, GPixel:2.59e-03, dT:0.0041, rT:0.3281 +24-08-19 00:57:59.269 : ../models/spf_lut_x4_1sam | Iter:317700, Sample:507200, GPixel:2.67e-03, dT:0.0041, rT:0.3260 +24-08-19 00:58:39.856 : ../models/spf_lut_x4_1sam | Iter:317800, Sample:508800, GPixel:2.73e-03, dT:0.0040, rT:0.3254 +24-08-19 00:59:20.430 : ../models/spf_lut_x4_1sam | Iter:317900, Sample:510400, GPixel:2.87e-03, dT:0.0040, rT:0.3253 +24-08-19 01:00:01.006 : ../models/spf_lut_x4_1sam | Iter:318000, Sample:512000, GPixel:2.81e-03, dT:0.0040, rT:0.3252 +24-08-19 01:00:01.113 : Checkpoint saved 318000 +24-08-19 01:00:02.179 : Iter 318000 | Dataset Set5 | AVG Val PSNR: 31.049905 +24-08-19 01:00:06.550 : Iter 318000 | Dataset Set14 | AVG Val PSNR: 27.910020 +24-08-19 01:00:47.215 : ../models/spf_lut_x4_1sam | Iter:318100, Sample:513600, GPixel:2.72e-03, dT:0.0041, rT:0.3262 +24-08-19 01:01:27.990 : ../models/spf_lut_x4_1sam | Iter:318200, Sample:515200, GPixel:2.72e-03, dT:0.0041, rT:0.3273 +24-08-19 01:02:08.658 : ../models/spf_lut_x4_1sam | Iter:318300, Sample:516800, GPixel:2.64e-03, dT:0.0041, rT:0.3262 +24-08-19 01:02:49.300 : ../models/spf_lut_x4_1sam | Iter:318400, Sample:518400, GPixel:2.62e-03, dT:0.0040, rT:0.3259 +24-08-19 01:03:29.847 : ../models/spf_lut_x4_1sam | Iter:318500, Sample:520000, GPixel:2.86e-03, dT:0.0040, rT:0.3249 +24-08-19 01:04:10.464 : ../models/spf_lut_x4_1sam | Iter:318600, Sample:521600, GPixel:2.78e-03, dT:0.0041, rT:0.3256 +24-08-19 01:04:51.097 : ../models/spf_lut_x4_1sam | Iter:318700, Sample:523200, GPixel:2.74e-03, dT:0.0041, rT:0.3258 +24-08-19 01:05:31.775 : ../models/spf_lut_x4_1sam | Iter:318800, Sample:524800, GPixel:2.74e-03, dT:0.0041, rT:0.3263 +24-08-19 01:06:12.406 : ../models/spf_lut_x4_1sam | Iter:318900, Sample:526400, GPixel:2.64e-03, dT:0.0041, rT:0.3258 +24-08-19 01:06:53.044 : ../models/spf_lut_x4_1sam | Iter:319000, Sample:528000, GPixel:2.83e-03, dT:0.0041, rT:0.3259 +24-08-19 01:07:33.757 : ../models/spf_lut_x4_1sam | Iter:319100, Sample:529600, GPixel:2.62e-03, dT:0.0041, rT:0.3266 +24-08-19 01:08:14.440 : ../models/spf_lut_x4_1sam | Iter:319200, Sample:531200, GPixel:2.71e-03, dT:0.0042, rT:0.3262 +24-08-19 01:08:55.059 : ../models/spf_lut_x4_1sam | Iter:319300, Sample:532800, GPixel:2.78e-03, dT:0.0041, rT:0.3257 +24-08-19 01:09:35.733 : ../models/spf_lut_x4_1sam | Iter:319400, Sample:534400, GPixel:2.71e-03, dT:0.0041, rT:0.3263 +24-08-19 01:10:16.429 : ../models/spf_lut_x4_1sam | Iter:319500, Sample:536000, GPixel:2.86e-03, dT:0.0041, rT:0.3264 +24-08-19 01:10:57.117 : ../models/spf_lut_x4_1sam | Iter:319600, Sample:537600, GPixel:2.55e-03, dT:0.0041, rT:0.3263 +24-08-19 01:11:37.685 : ../models/spf_lut_x4_1sam | Iter:319700, Sample:539200, GPixel:2.64e-03, dT:0.0041, rT:0.3251 +24-08-19 01:12:18.552 : ../models/spf_lut_x4_1sam | Iter:319800, Sample:540800, GPixel:2.65e-03, dT:0.0041, rT:0.3281 +24-08-19 01:12:59.204 : ../models/spf_lut_x4_1sam | Iter:319900, Sample:542400, GPixel:2.47e-03, dT:0.0041, rT:0.3259 +24-08-19 01:13:39.851 : ../models/spf_lut_x4_1sam | Iter:320000, Sample:544000, GPixel:2.65e-03, dT:0.0041, rT:0.3259 +24-08-19 01:13:39.964 : Checkpoint saved 320000 +24-08-19 01:13:41.020 : Iter 320000 | Dataset Set5 | AVG Val PSNR: 31.052990 +24-08-19 01:13:45.193 : Iter 320000 | Dataset Set14 | AVG Val PSNR: 27.931509 +24-08-19 01:14:25.881 : ../models/spf_lut_x4_1sam | Iter:320100, Sample:545600, GPixel:2.76e-03, dT:0.0041, rT:0.3264 +24-08-19 01:15:06.530 : ../models/spf_lut_x4_1sam | Iter:320200, Sample:547200, GPixel:2.85e-03, dT:0.0040, rT:0.3261 +24-08-19 01:15:47.157 : ../models/spf_lut_x4_1sam | Iter:320300, Sample:548800, GPixel:2.68e-03, dT:0.0040, rT:0.3257 +24-08-19 01:16:27.814 : ../models/spf_lut_x4_1sam | Iter:320400, Sample:550400, GPixel:2.78e-03, dT:0.0040, rT:0.3260 +24-08-19 01:17:08.455 : ../models/spf_lut_x4_1sam | Iter:320500, Sample:552000, GPixel:2.70e-03, dT:0.0041, rT:0.3259 +24-08-19 01:17:49.108 : ../models/spf_lut_x4_1sam | Iter:320600, Sample:553600, GPixel:2.72e-03, dT:0.0041, rT:0.3260 +24-08-19 01:18:29.677 : ../models/spf_lut_x4_1sam | Iter:320700, Sample:555200, GPixel:2.68e-03, dT:0.0040, rT:0.3253 +24-08-19 01:19:10.130 : ../models/spf_lut_x4_1sam | Iter:320800, Sample:556800, GPixel:2.82e-03, dT:0.0039, rT:0.3240 +24-08-19 01:19:50.693 : ../models/spf_lut_x4_1sam | Iter:320900, Sample:558400, GPixel:2.68e-03, dT:0.0041, rT:0.3249 +24-08-19 01:20:31.214 : ../models/spf_lut_x4_1sam | Iter:321000, Sample:560000, GPixel:2.80e-03, dT:0.0040, rT:0.3245 +24-08-19 01:21:11.678 : ../models/spf_lut_x4_1sam | Iter:321100, Sample:561600, GPixel:2.80e-03, dT:0.0040, rT:0.3241 +24-08-19 01:21:52.108 : ../models/spf_lut_x4_1sam | Iter:321200, Sample:563200, GPixel:2.81e-03, dT:0.0040, rT:0.3238 +24-08-19 01:22:32.546 : ../models/spf_lut_x4_1sam | Iter:321300, Sample:564800, GPixel:2.73e-03, dT:0.0039, rT:0.3239 +24-08-19 01:23:13.011 : ../models/spf_lut_x4_1sam | Iter:321400, Sample:566400, GPixel:2.81e-03, dT:0.0039, rT:0.3241 +24-08-19 01:23:53.550 : ../models/spf_lut_x4_1sam | Iter:321500, Sample:568000, GPixel:2.65e-03, dT:0.0040, rT:0.3248 +24-08-19 01:24:34.073 : ../models/spf_lut_x4_1sam | Iter:321600, Sample:569600, GPixel:2.62e-03, dT:0.0040, rT:0.3247 +24-08-19 01:25:14.619 : ../models/spf_lut_x4_1sam | Iter:321700, Sample:571200, GPixel:2.79e-03, dT:0.0040, rT:0.3249 +24-08-19 01:25:55.079 : ../models/spf_lut_x4_1sam | Iter:321800, Sample:572800, GPixel:2.77e-03, dT:0.0040, rT:0.3241 +24-08-19 01:26:35.558 : ../models/spf_lut_x4_1sam | Iter:321900, Sample:574400, GPixel:2.70e-03, dT:0.0040, rT:0.3244 +24-08-19 01:27:15.960 : ../models/spf_lut_x4_1sam | Iter:322000, Sample:576000, GPixel:2.75e-03, dT:0.0040, rT:0.3235 +24-08-19 01:27:16.070 : Checkpoint saved 322000 +24-08-19 01:27:17.098 : Iter 322000 | Dataset Set5 | AVG Val PSNR: 31.056927 +24-08-19 01:27:21.385 : Iter 322000 | Dataset Set14 | AVG Val PSNR: 27.936299 +24-08-19 01:28:02.165 : ../models/spf_lut_x4_1sam | Iter:322100, Sample:577600, GPixel:2.91e-03, dT:0.0041, rT:0.3273 +24-08-19 01:28:42.611 : ../models/spf_lut_x4_1sam | Iter:322200, Sample:579200, GPixel:2.80e-03, dT:0.0040, rT:0.3239 +24-08-19 01:29:23.109 : ../models/spf_lut_x4_1sam | Iter:322300, Sample:580800, GPixel:2.59e-03, dT:0.0040, rT:0.3244 +24-08-19 01:30:03.661 : ../models/spf_lut_x4_1sam | Iter:322400, Sample:582400, GPixel:2.73e-03, dT:0.0040, rT:0.3250 +24-08-19 01:30:44.166 : ../models/spf_lut_x4_1sam | Iter:322500, Sample:584000, GPixel:2.48e-03, dT:0.0039, rT:0.3246 +24-08-19 01:31:24.735 : ../models/spf_lut_x4_1sam | Iter:322600, Sample:585600, GPixel:2.70e-03, dT:0.0040, rT:0.3251 +24-08-19 01:32:05.235 : ../models/spf_lut_x4_1sam | Iter:322700, Sample:587200, GPixel:2.79e-03, dT:0.0040, rT:0.3245 +24-08-19 01:32:45.782 : ../models/spf_lut_x4_1sam | Iter:322800, Sample:588800, GPixel:2.58e-03, dT:0.0040, rT:0.3249 +24-08-19 01:33:26.335 : ../models/spf_lut_x4_1sam | Iter:322900, Sample:590400, GPixel:2.80e-03, dT:0.0040, rT:0.3252 +24-08-19 01:34:06.875 : ../models/spf_lut_x4_1sam | Iter:323000, Sample:592000, GPixel:2.62e-03, dT:0.0040, rT:0.3249 +24-08-19 01:34:47.479 : ../models/spf_lut_x4_1sam | Iter:323100, Sample:593600, GPixel:2.70e-03, dT:0.0040, rT:0.3255 +24-08-19 01:35:28.089 : ../models/spf_lut_x4_1sam | Iter:323200, Sample:595200, GPixel:2.72e-03, dT:0.0041, rT:0.3256 +24-08-19 01:36:08.671 : ../models/spf_lut_x4_1sam | Iter:323300, Sample:596800, GPixel:2.65e-03, dT:0.0040, rT:0.3252 +24-08-19 01:36:49.198 : ../models/spf_lut_x4_1sam | Iter:323400, Sample:598400, GPixel:2.93e-03, dT:0.0041, rT:0.3247 +24-08-19 01:37:29.883 : ../models/spf_lut_x4_1sam | Iter:323500, Sample:600000, GPixel:2.63e-03, dT:0.0041, rT:0.3264 +24-08-19 01:38:10.465 : ../models/spf_lut_x4_1sam | Iter:323600, Sample:601600, GPixel:2.68e-03, dT:0.0040, rT:0.3253 +24-08-19 01:38:51.108 : ../models/spf_lut_x4_1sam | Iter:323700, Sample:603200, GPixel:2.83e-03, dT:0.0041, rT:0.3259 +24-08-19 01:39:31.599 : ../models/spf_lut_x4_1sam | Iter:323800, Sample:604800, GPixel:2.72e-03, dT:0.0040, rT:0.3244 +24-08-19 01:40:12.134 : ../models/spf_lut_x4_1sam | Iter:323900, Sample:606400, GPixel:2.86e-03, dT:0.0040, rT:0.3247 +24-08-19 01:40:52.661 : ../models/spf_lut_x4_1sam | Iter:324000, Sample:608000, GPixel:2.85e-03, dT:0.0040, rT:0.3247 +24-08-19 01:40:52.769 : Checkpoint saved 324000 +24-08-19 01:40:53.792 : Iter 324000 | Dataset Set5 | AVG Val PSNR: 30.970224 +24-08-19 01:40:58.131 : Iter 324000 | Dataset Set14 | AVG Val PSNR: 27.865944 +24-08-19 01:41:38.493 : ../models/spf_lut_x4_1sam | Iter:324100, Sample:609600, GPixel:2.66e-03, dT:0.0039, rT:0.3231 +24-08-19 01:42:18.922 : ../models/spf_lut_x4_1sam | Iter:324200, Sample:611200, GPixel:2.66e-03, dT:0.0040, rT:0.3237 +24-08-19 01:42:59.620 : ../models/spf_lut_x4_1sam | Iter:324300, Sample:612800, GPixel:2.79e-03, dT:0.0041, rT:0.3265 +24-08-19 01:43:40.051 : ../models/spf_lut_x4_1sam | Iter:324400, Sample:614400, GPixel:2.59e-03, dT:0.0040, rT:0.3238 +24-08-19 01:44:20.451 : ../models/spf_lut_x4_1sam | Iter:324500, Sample:616000, GPixel:2.72e-03, dT:0.0040, rT:0.3235 +24-08-19 01:45:00.967 : ../models/spf_lut_x4_1sam | Iter:324600, Sample:617600, GPixel:2.56e-03, dT:0.0040, rT:0.3245 +24-08-19 01:45:41.500 : ../models/spf_lut_x4_1sam | Iter:324700, Sample:619200, GPixel:2.74e-03, dT:0.0040, rT:0.3247 +24-08-19 01:46:22.120 : ../models/spf_lut_x4_1sam | Iter:324800, Sample:620800, GPixel:2.91e-03, dT:0.0040, rT:0.3257 +24-08-19 01:47:02.690 : ../models/spf_lut_x4_1sam | Iter:324900, Sample:622400, GPixel:2.68e-03, dT:0.0041, rT:0.3250 +24-08-19 01:47:43.187 : ../models/spf_lut_x4_1sam | Iter:325000, Sample:624000, GPixel:2.85e-03, dT:0.0039, rT:0.3245 +24-08-19 01:48:23.662 : ../models/spf_lut_x4_1sam | Iter:325100, Sample:625600, GPixel:2.72e-03, dT:0.0040, rT:0.3241 +24-08-19 01:49:04.139 : ../models/spf_lut_x4_1sam | Iter:325200, Sample:627200, GPixel:2.79e-03, dT:0.0040, rT:0.3241 +24-08-19 01:49:44.575 : ../models/spf_lut_x4_1sam | Iter:325300, Sample:628800, GPixel:2.63e-03, dT:0.0040, rT:0.3238 +24-08-19 01:50:25.045 : ../models/spf_lut_x4_1sam | Iter:325400, Sample:630400, GPixel:2.74e-03, dT:0.0040, rT:0.3241 +24-08-19 01:51:05.502 : ../models/spf_lut_x4_1sam | Iter:325500, Sample:632000, GPixel:2.73e-03, dT:0.0040, rT:0.3241 +24-08-19 01:51:45.937 : ../models/spf_lut_x4_1sam | Iter:325600, Sample:633600, GPixel:2.72e-03, dT:0.0039, rT:0.3238 +24-08-19 01:52:26.384 : ../models/spf_lut_x4_1sam | Iter:325700, Sample:635200, GPixel:2.55e-03, dT:0.0040, rT:0.3239 +24-08-19 01:53:06.870 : ../models/spf_lut_x4_1sam | Iter:325800, Sample:636800, GPixel:2.58e-03, dT:0.0041, rT:0.3243 +24-08-19 01:53:47.316 : ../models/spf_lut_x4_1sam | Iter:325900, Sample:638400, GPixel:2.62e-03, dT:0.0040, rT:0.3240 +24-08-19 01:54:27.800 : ../models/spf_lut_x4_1sam | Iter:326000, Sample:640000, GPixel:2.70e-03, dT:0.0039, rT:0.3243 +24-08-19 01:54:27.908 : Checkpoint saved 326000 +24-08-19 01:54:29.009 : Iter 326000 | Dataset Set5 | AVG Val PSNR: 31.035142 +24-08-19 01:54:33.430 : Iter 326000 | Dataset Set14 | AVG Val PSNR: 27.919292 +24-08-19 01:55:13.897 : ../models/spf_lut_x4_1sam | Iter:326100, Sample:641600, GPixel:2.67e-03, dT:0.0039, rT:0.3241 +24-08-19 01:55:54.337 : ../models/spf_lut_x4_1sam | Iter:326200, Sample:643200, GPixel:2.87e-03, dT:0.0039, rT:0.3238 +24-08-19 01:56:34.780 : ../models/spf_lut_x4_1sam | Iter:326300, Sample:644800, GPixel:2.74e-03, dT:0.0039, rT:0.3239 +24-08-19 01:57:15.365 : ../models/spf_lut_x4_1sam | Iter:326400, Sample:646400, GPixel:2.63e-03, dT:0.0040, rT:0.3253 +24-08-19 01:57:55.898 : ../models/spf_lut_x4_1sam | Iter:326500, Sample:648000, GPixel:2.61e-03, dT:0.0040, rT:0.3248 +24-08-19 01:58:36.778 : ../models/spf_lut_x4_1sam | Iter:326600, Sample:649600, GPixel:2.70e-03, dT:0.0043, rT:0.3283 +24-08-19 01:59:17.278 : ../models/spf_lut_x4_1sam | Iter:326700, Sample:651200, GPixel:2.72e-03, dT:0.0040, rT:0.3243 +24-08-19 01:59:57.734 : ../models/spf_lut_x4_1sam | Iter:326800, Sample:652800, GPixel:2.62e-03, dT:0.0040, rT:0.3239 +24-08-19 02:00:38.207 : ../models/spf_lut_x4_1sam | Iter:326900, Sample:654400, GPixel:2.66e-03, dT:0.0040, rT:0.3242 +24-08-19 02:01:18.746 : ../models/spf_lut_x4_1sam | Iter:327000, Sample:656000, GPixel:2.72e-03, dT:0.0040, rT:0.3247 +24-08-19 02:01:59.202 : ../models/spf_lut_x4_1sam | Iter:327100, Sample:657600, GPixel:2.48e-03, dT:0.0040, rT:0.3241 +24-08-19 02:02:39.684 : ../models/spf_lut_x4_1sam | Iter:327200, Sample:659200, GPixel:2.85e-03, dT:0.0039, rT:0.3243 +24-08-19 02:03:20.151 : ../models/spf_lut_x4_1sam | Iter:327300, Sample:660800, GPixel:2.80e-03, dT:0.0040, rT:0.3241 +24-08-19 02:04:00.588 : ../models/spf_lut_x4_1sam | Iter:327400, Sample:662400, GPixel:2.59e-03, dT:0.0040, rT:0.3237 +24-08-19 02:04:41.100 : ../models/spf_lut_x4_1sam | Iter:327500, Sample:664000, GPixel:2.66e-03, dT:0.0040, rT:0.3244 +24-08-19 02:05:21.504 : ../models/spf_lut_x4_1sam | Iter:327600, Sample:665600, GPixel:2.75e-03, dT:0.0040, rT:0.3234 +24-08-19 02:06:02.097 : ../models/spf_lut_x4_1sam | Iter:327700, Sample:667200, GPixel:2.90e-03, dT:0.0040, rT:0.3253 +24-08-19 02:06:42.778 : ../models/spf_lut_x4_1sam | Iter:327800, Sample:668800, GPixel:2.77e-03, dT:0.0040, rT:0.3263 +24-08-19 02:07:23.373 : ../models/spf_lut_x4_1sam | Iter:327900, Sample:670400, GPixel:2.75e-03, dT:0.0042, rT:0.3252 +24-08-19 02:08:04.030 : ../models/spf_lut_x4_1sam | Iter:328000, Sample:672000, GPixel:2.61e-03, dT:0.0040, rT:0.3260 +24-08-19 02:08:04.139 : Checkpoint saved 328000 +24-08-19 02:08:05.164 : Iter 328000 | Dataset Set5 | AVG Val PSNR: 31.070158 +24-08-19 02:08:09.480 : Iter 328000 | Dataset Set14 | AVG Val PSNR: 27.930838 +24-08-19 02:08:50.014 : ../models/spf_lut_x4_1sam | Iter:328100, Sample:673600, GPixel:2.79e-03, dT:0.0040, rT:0.3247 +24-08-19 02:09:30.514 : ../models/spf_lut_x4_1sam | Iter:328200, Sample:675200, GPixel:2.65e-03, dT:0.0040, rT:0.3244 +24-08-19 02:10:10.994 : ../models/spf_lut_x4_1sam | Iter:328300, Sample:676800, GPixel:2.52e-03, dT:0.0040, rT:0.3242 +24-08-19 02:10:51.474 : ../models/spf_lut_x4_1sam | Iter:328400, Sample:678400, GPixel:2.74e-03, dT:0.0040, rT:0.3242 +24-08-19 02:11:31.939 : ../models/spf_lut_x4_1sam | Iter:328500, Sample:680000, GPixel:2.78e-03, dT:0.0040, rT:0.3240 +24-08-19 02:12:12.410 : ../models/spf_lut_x4_1sam | Iter:328600, Sample:681600, GPixel:2.65e-03, dT:0.0039, rT:0.3243 +24-08-19 02:12:52.851 : ../models/spf_lut_x4_1sam | Iter:328700, Sample:683200, GPixel:2.67e-03, dT:0.0040, rT:0.3237 +24-08-19 02:13:33.585 : ../models/spf_lut_x4_1sam | Iter:328800, Sample:684800, GPixel:2.62e-03, dT:0.0041, rT:0.3269 +24-08-19 02:14:14.085 : ../models/spf_lut_x4_1sam | Iter:328900, Sample:686400, GPixel:2.77e-03, dT:0.0039, rT:0.3244 +24-08-19 02:14:54.534 : ../models/spf_lut_x4_1sam | Iter:329000, Sample:688000, GPixel:2.68e-03, dT:0.0040, rT:0.3239 +24-08-19 02:15:35.038 : ../models/spf_lut_x4_1sam | Iter:329100, Sample:689600, GPixel:2.62e-03, dT:0.0040, rT:0.3244 +24-08-19 02:16:15.479 : ../models/spf_lut_x4_1sam | Iter:329200, Sample:691200, GPixel:2.63e-03, dT:0.0040, rT:0.3237 +24-08-19 02:16:55.922 : ../models/spf_lut_x4_1sam | Iter:329300, Sample:692800, GPixel:2.67e-03, dT:0.0039, rT:0.3238 +24-08-19 02:17:36.458 : ../models/spf_lut_x4_1sam | Iter:329400, Sample:694400, GPixel:2.63e-03, dT:0.0040, rT:0.3247 +24-08-19 02:18:16.927 : ../models/spf_lut_x4_1sam | Iter:329500, Sample:696000, GPixel:2.75e-03, dT:0.0039, rT:0.3242 +24-08-19 02:18:57.532 : ../models/spf_lut_x4_1sam | Iter:329600, Sample:697600, GPixel:2.83e-03, dT:0.0040, rT:0.3255 +24-08-19 02:19:38.141 : ../models/spf_lut_x4_1sam | Iter:329700, Sample:699200, GPixel:2.63e-03, dT:0.0040, rT:0.3255 +24-08-19 02:20:18.898 : ../models/spf_lut_x4_1sam | Iter:329800, Sample:700800, GPixel:2.77e-03, dT:0.0040, rT:0.3273 +24-08-19 02:20:59.556 : ../models/spf_lut_x4_1sam | Iter:329900, Sample:702400, GPixel:2.81e-03, dT:0.0040, rT:0.3262 +24-08-19 02:21:40.226 : ../models/spf_lut_x4_1sam | Iter:330000, Sample:704000, GPixel:2.62e-03, dT:0.0040, rT:0.3263 +24-08-19 02:21:40.333 : Checkpoint saved 330000 +24-08-19 02:21:41.446 : Iter 330000 | Dataset Set5 | AVG Val PSNR: 31.070194 +24-08-19 02:21:45.809 : Iter 330000 | Dataset Set14 | AVG Val PSNR: 27.929660 +24-08-19 02:22:26.433 : ../models/spf_lut_x4_1sam | Iter:330100, Sample:705600, GPixel:2.63e-03, dT:0.0040, rT:0.3262 +24-08-19 02:23:06.993 : ../models/spf_lut_x4_1sam | Iter:330200, Sample:707200, GPixel:2.86e-03, dT:0.0041, rT:0.3254 +24-08-19 02:23:47.572 : ../models/spf_lut_x4_1sam | Iter:330300, Sample:708800, GPixel:2.75e-03, dT:0.0040, rT:0.3253 +24-08-19 02:24:28.143 : ../models/spf_lut_x4_1sam | Iter:330400, Sample:710400, GPixel:2.58e-03, dT:0.0040, rT:0.3252 +24-08-19 02:25:08.673 : ../models/spf_lut_x4_1sam | Iter:330500, Sample:712000, GPixel:2.83e-03, dT:0.0040, rT:0.3247 +24-08-19 02:25:49.282 : ../models/spf_lut_x4_1sam | Iter:330600, Sample:713600, GPixel:2.75e-03, dT:0.0040, rT:0.3256 +24-08-19 02:26:29.914 : ../models/spf_lut_x4_1sam | Iter:330700, Sample:715200, GPixel:2.68e-03, dT:0.0040, rT:0.3258 +24-08-19 02:27:10.585 : ../models/spf_lut_x4_1sam | Iter:330800, Sample:716800, GPixel:2.54e-03, dT:0.0041, rT:0.3265 +24-08-19 02:27:51.248 : ../models/spf_lut_x4_1sam | Iter:330900, Sample:718400, GPixel:2.77e-03, dT:0.0042, rT:0.3260 +24-08-19 02:28:32.049 : ../models/spf_lut_x4_1sam | Iter:331000, Sample:720000, GPixel:2.66e-03, dT:0.0041, rT:0.3275 +24-08-19 02:29:12.962 : ../models/spf_lut_x4_1sam | Iter:331100, Sample:721600, GPixel:2.65e-03, dT:0.0042, rT:0.3290 +24-08-19 02:29:53.435 : ../models/spf_lut_x4_1sam | Iter:331200, Sample:723200, GPixel:2.70e-03, dT:0.0040, rT:0.3241 +24-08-19 02:30:33.902 : ../models/spf_lut_x4_1sam | Iter:331300, Sample:724800, GPixel:2.63e-03, dT:0.0040, rT:0.3241 +24-08-19 02:31:14.458 : ../models/spf_lut_x4_1sam | Iter:331400, Sample:726400, GPixel:2.76e-03, dT:0.0041, rT:0.3249 +24-08-19 02:31:54.988 : ../models/spf_lut_x4_1sam | Iter:331500, Sample:728000, GPixel:2.62e-03, dT:0.0040, rT:0.3247 +24-08-19 02:32:35.460 : ../models/spf_lut_x4_1sam | Iter:331600, Sample:729600, GPixel:2.75e-03, dT:0.0040, rT:0.3241 +24-08-19 02:33:15.987 : ../models/spf_lut_x4_1sam | Iter:331700, Sample:731200, GPixel:2.70e-03, dT:0.0039, rT:0.3247 +24-08-19 02:33:56.435 : ../models/spf_lut_x4_1sam | Iter:331800, Sample:732800, GPixel:2.59e-03, dT:0.0040, rT:0.3239 +24-08-19 02:34:36.880 : ../models/spf_lut_x4_1sam | Iter:331900, Sample:734400, GPixel:2.75e-03, dT:0.0039, rT:0.3239 +24-08-19 02:35:17.312 : ../models/spf_lut_x4_1sam | Iter:332000, Sample:736000, GPixel:2.75e-03, dT:0.0039, rT:0.3238 +24-08-19 02:35:17.418 : Checkpoint saved 332000 +24-08-19 02:35:18.456 : Iter 332000 | Dataset Set5 | AVG Val PSNR: 31.074471 +24-08-19 02:35:22.704 : Iter 332000 | Dataset Set14 | AVG Val PSNR: 27.948026 +24-08-19 02:36:03.177 : ../models/spf_lut_x4_1sam | Iter:332100, Sample:737600, GPixel:2.74e-03, dT:0.0040, rT:0.3241 +24-08-19 02:36:43.744 : ../models/spf_lut_x4_1sam | Iter:332200, Sample:739200, GPixel:2.69e-03, dT:0.0041, rT:0.3250 +24-08-19 02:37:24.242 : ../models/spf_lut_x4_1sam | Iter:332300, Sample:740800, GPixel:2.72e-03, dT:0.0040, rT:0.3244 +24-08-19 02:38:04.738 : ../models/spf_lut_x4_1sam | Iter:332400, Sample:742400, GPixel:2.82e-03, dT:0.0040, rT:0.3244 +24-08-19 02:38:45.201 : ../models/spf_lut_x4_1sam | Iter:332500, Sample:744000, GPixel:2.84e-03, dT:0.0040, rT:0.3241 +24-08-19 02:39:25.611 : ../models/spf_lut_x4_1sam | Iter:332600, Sample:745600, GPixel:2.72e-03, dT:0.0039, rT:0.3235 +24-08-19 02:40:06.058 : ../models/spf_lut_x4_1sam | Iter:332700, Sample:747200, GPixel:2.61e-03, dT:0.0040, rT:0.3239 +24-08-19 02:40:46.550 : ../models/spf_lut_x4_1sam | Iter:332800, Sample:748800, GPixel:2.77e-03, dT:0.0040, rT:0.3243 +24-08-19 02:41:27.093 : ../models/spf_lut_x4_1sam | Iter:332900, Sample:750400, GPixel:2.61e-03, dT:0.0040, rT:0.3248 +24-08-19 02:42:07.751 : ../models/spf_lut_x4_1sam | Iter:333000, Sample:752000, GPixel:2.68e-03, dT:0.0040, rT:0.3259 +24-08-19 02:42:48.395 : ../models/spf_lut_x4_1sam | Iter:333100, Sample:753600, GPixel:2.73e-03, dT:0.0040, rT:0.3260 +24-08-19 02:43:29.075 : ../models/spf_lut_x4_1sam | Iter:333200, Sample:755200, GPixel:2.79e-03, dT:0.0041, rT:0.3261 +24-08-19 02:44:09.891 : ../models/spf_lut_x4_1sam | Iter:333300, Sample:756800, GPixel:2.49e-03, dT:0.0041, rT:0.3280 +24-08-19 02:44:50.544 : ../models/spf_lut_x4_1sam | Iter:333400, Sample:758400, GPixel:2.59e-03, dT:0.0040, rT:0.3260 +24-08-19 02:45:31.185 : ../models/spf_lut_x4_1sam | Iter:333500, Sample:760000, GPixel:2.71e-03, dT:0.0040, rT:0.3259 +24-08-19 02:46:11.769 : ../models/spf_lut_x4_1sam | Iter:333600, Sample:761600, GPixel:2.77e-03, dT:0.0040, rT:0.3254 +24-08-19 02:46:52.437 : ../models/spf_lut_x4_1sam | Iter:333700, Sample:763200, GPixel:2.72e-03, dT:0.0040, rT:0.3261 +24-08-19 02:47:33.099 : ../models/spf_lut_x4_1sam | Iter:333800, Sample:764800, GPixel:2.86e-03, dT:0.0040, rT:0.3261 +24-08-19 02:48:13.734 : ../models/spf_lut_x4_1sam | Iter:333900, Sample:766400, GPixel:2.86e-03, dT:0.0041, rT:0.3258 +24-08-19 02:48:54.366 : ../models/spf_lut_x4_1sam | Iter:334000, Sample:768000, GPixel:2.80e-03, dT:0.0040, rT:0.3260 +24-08-19 02:48:54.474 : Checkpoint saved 334000 +24-08-19 02:48:55.561 : Iter 334000 | Dataset Set5 | AVG Val PSNR: 30.955188 +24-08-19 02:48:59.834 : Iter 334000 | Dataset Set14 | AVG Val PSNR: 27.878256 +24-08-19 02:49:40.450 : ../models/spf_lut_x4_1sam | Iter:334100, Sample:769600, GPixel:2.64e-03, dT:0.0041, rT:0.3256 +24-08-19 02:50:21.054 : ../models/spf_lut_x4_1sam | Iter:334200, Sample:771200, GPixel:2.78e-03, dT:0.0040, rT:0.3256 +24-08-19 02:51:01.660 : ../models/spf_lut_x4_1sam | Iter:334300, Sample:772800, GPixel:2.73e-03, dT:0.0040, rT:0.3257 +24-08-19 02:51:42.374 : ../models/spf_lut_x4_1sam | Iter:334400, Sample:774400, GPixel:2.56e-03, dT:0.0040, rT:0.3267 +24-08-19 02:52:22.944 : ../models/spf_lut_x4_1sam | Iter:334500, Sample:776000, GPixel:2.75e-03, dT:0.0040, rT:0.3252 +24-08-19 02:53:03.568 : ../models/spf_lut_x4_1sam | Iter:334600, Sample:777600, GPixel:2.58e-03, dT:0.0040, rT:0.3258 +24-08-19 02:53:44.133 : ../models/spf_lut_x4_1sam | Iter:334700, Sample:779200, GPixel:2.63e-03, dT:0.0040, rT:0.3251 +24-08-19 02:54:24.728 : ../models/spf_lut_x4_1sam | Iter:334800, Sample:780800, GPixel:2.60e-03, dT:0.0041, rT:0.3255 +24-08-19 02:55:05.379 : ../models/spf_lut_x4_1sam | Iter:334900, Sample:782400, GPixel:2.75e-03, dT:0.0040, rT:0.3261 +24-08-19 02:55:46.160 : ../models/spf_lut_x4_1sam | Iter:335000, Sample:784000, GPixel:2.84e-03, dT:0.0041, rT:0.3273 +24-08-19 02:56:26.811 : ../models/spf_lut_x4_1sam | Iter:335100, Sample:785600, GPixel:2.57e-03, dT:0.0041, rT:0.3259 +24-08-19 02:57:07.500 : ../models/spf_lut_x4_1sam | Iter:335200, Sample:787200, GPixel:2.70e-03, dT:0.0040, rT:0.3264 +24-08-19 02:57:48.151 : ../models/spf_lut_x4_1sam | Iter:335300, Sample:788800, GPixel:2.83e-03, dT:0.0041, rT:0.3260 +24-08-19 02:58:28.760 : ../models/spf_lut_x4_1sam | Iter:335400, Sample:790400, GPixel:2.74e-03, dT:0.0040, rT:0.3257 +24-08-19 02:59:09.348 : ../models/spf_lut_x4_1sam | Iter:335500, Sample:792000, GPixel:2.95e-03, dT:0.0040, rT:0.3254 +24-08-19 02:59:50.180 : ../models/spf_lut_x4_1sam | Iter:335600, Sample:793600, GPixel:2.53e-03, dT:0.0041, rT:0.3278 +24-08-19 03:00:30.970 : ../models/spf_lut_x4_1sam | Iter:335700, Sample:795200, GPixel:2.78e-03, dT:0.0041, rT:0.3274 +24-08-19 03:01:11.643 : ../models/spf_lut_x4_1sam | Iter:335800, Sample:796800, GPixel:2.88e-03, dT:0.0042, rT:0.3262 +24-08-19 03:01:52.247 : ../models/spf_lut_x4_1sam | Iter:335900, Sample:798400, GPixel:2.56e-03, dT:0.0040, rT:0.3256 +24-08-19 03:02:32.707 : ../models/spf_lut_x4_1sam | Iter:336000, Sample:800000, GPixel:2.73e-03, dT:0.0039, rT:0.3241 +24-08-19 03:02:32.812 : Checkpoint saved 336000 +24-08-19 03:02:33.828 : Iter 336000 | Dataset Set5 | AVG Val PSNR: 31.038662 +24-08-19 03:02:37.996 : Iter 336000 | Dataset Set14 | AVG Val PSNR: 27.895109 +24-08-19 03:03:18.475 : ../models/spf_lut_x4_1sam | Iter:336100, Sample:801600, GPixel:2.80e-03, dT:0.0040, rT:0.3242 +24-08-19 03:03:58.979 : ../models/spf_lut_x4_1sam | Iter:336200, Sample:803200, GPixel:2.83e-03, dT:0.0040, rT:0.3247 +24-08-19 03:04:39.381 : ../models/spf_lut_x4_1sam | Iter:336300, Sample:804800, GPixel:2.70e-03, dT:0.0040, rT:0.3235 +24-08-19 03:05:19.799 : ../models/spf_lut_x4_1sam | Iter:336400, Sample:806400, GPixel:2.70e-03, dT:0.0040, rT:0.3237 +24-08-19 03:06:00.238 : ../models/spf_lut_x4_1sam | Iter:336500, Sample:808000, GPixel:2.82e-03, dT:0.0039, rT:0.3239 +24-08-19 03:06:40.704 : ../models/spf_lut_x4_1sam | Iter:336600, Sample:809600, GPixel:2.69e-03, dT:0.0040, rT:0.3241 +24-08-19 03:07:21.131 : ../models/spf_lut_x4_1sam | Iter:336700, Sample:811200, GPixel:2.69e-03, dT:0.0040, rT:0.3236 +24-08-19 03:08:01.570 : ../models/spf_lut_x4_1sam | Iter:336800, Sample:812800, GPixel:2.82e-03, dT:0.0040, rT:0.3238 +24-08-19 03:08:41.981 : ../models/spf_lut_x4_1sam | Iter:336900, Sample:814400, GPixel:2.82e-03, dT:0.0039, rT:0.3236 +24-08-19 03:09:22.424 : ../models/spf_lut_x4_1sam | Iter:337000, Sample:816000, GPixel:2.77e-03, dT:0.0039, rT:0.3240 +24-08-19 03:10:02.944 : ../models/spf_lut_x4_1sam | Iter:337100, Sample:817600, GPixel:2.64e-03, dT:0.0040, rT:0.3245 +24-08-19 03:10:43.410 : ../models/spf_lut_x4_1sam | Iter:337200, Sample:819200, GPixel:2.83e-03, dT:0.0040, rT:0.3241 +24-08-19 03:11:23.896 : ../models/spf_lut_x4_1sam | Iter:337300, Sample:820800, GPixel:2.72e-03, dT:0.0039, rT:0.3243 +24-08-19 03:12:04.389 : ../models/spf_lut_x4_1sam | Iter:337400, Sample:822400, GPixel:2.68e-03, dT:0.0039, rT:0.3244 +24-08-19 03:12:44.887 : ../models/spf_lut_x4_1sam | Iter:337500, Sample:824000, GPixel:2.73e-03, dT:0.0039, rT:0.3245 +24-08-19 03:13:25.533 : ../models/spf_lut_x4_1sam | Iter:337600, Sample:825600, GPixel:2.66e-03, dT:0.0040, rT:0.3260 +24-08-19 03:14:06.141 : ../models/spf_lut_x4_1sam | Iter:337700, Sample:827200, GPixel:2.70e-03, dT:0.0041, rT:0.3257 +24-08-19 03:14:46.779 : ../models/spf_lut_x4_1sam | Iter:337800, Sample:828800, GPixel:2.70e-03, dT:0.0041, rT:0.3259 +24-08-19 03:15:27.264 : ../models/spf_lut_x4_1sam | Iter:337900, Sample:830400, GPixel:2.73e-03, dT:0.0040, rT:0.3242 +24-08-19 03:16:07.790 : ../models/spf_lut_x4_1sam | Iter:338000, Sample:832000, GPixel:2.55e-03, dT:0.0040, rT:0.3249 +24-08-19 03:16:07.896 : Checkpoint saved 338000 +24-08-19 03:16:08.989 : Iter 338000 | Dataset Set5 | AVG Val PSNR: 31.065442 +24-08-19 03:16:13.223 : Iter 338000 | Dataset Set14 | AVG Val PSNR: 27.926116 +24-08-19 03:16:53.654 : ../models/spf_lut_x4_1sam | Iter:338100, Sample:833600, GPixel:2.68e-03, dT:0.0039, rT:0.3238 +24-08-19 03:17:34.063 : ../models/spf_lut_x4_1sam | Iter:338200, Sample:835200, GPixel:2.80e-03, dT:0.0040, rT:0.3235 +24-08-19 03:18:14.467 : ../models/spf_lut_x4_1sam | Iter:338300, Sample:836800, GPixel:2.93e-03, dT:0.0039, rT:0.3236 +24-08-19 03:18:54.969 : ../models/spf_lut_x4_1sam | Iter:338400, Sample:838400, GPixel:2.81e-03, dT:0.0040, rT:0.3245 +24-08-19 03:19:35.413 : ../models/spf_lut_x4_1sam | Iter:338500, Sample:840000, GPixel:2.82e-03, dT:0.0039, rT:0.3239 +24-08-19 03:20:15.815 : ../models/spf_lut_x4_1sam | Iter:338600, Sample:841600, GPixel:2.54e-03, dT:0.0040, rT:0.3235 +24-08-19 03:20:56.327 : ../models/spf_lut_x4_1sam | Iter:338700, Sample:843200, GPixel:2.84e-03, dT:0.0040, rT:0.3245 +24-08-19 03:21:36.817 : ../models/spf_lut_x4_1sam | Iter:338800, Sample:844800, GPixel:2.50e-03, dT:0.0040, rT:0.3244 +24-08-19 03:22:17.223 : ../models/spf_lut_x4_1sam | Iter:338900, Sample:846400, GPixel:2.75e-03, dT:0.0040, rT:0.3235 +24-08-19 03:22:57.644 : ../models/spf_lut_x4_1sam | Iter:339000, Sample:848000, GPixel:2.66e-03, dT:0.0039, rT:0.3237 +24-08-19 03:23:38.156 : ../models/spf_lut_x4_1sam | Iter:339100, Sample:849600, GPixel:2.38e-03, dT:0.0040, rT:0.3245 +24-08-19 03:24:18.827 : ../models/spf_lut_x4_1sam | Iter:339200, Sample:851200, GPixel:2.68e-03, dT:0.0041, rT:0.3261 +24-08-19 03:24:59.333 : ../models/spf_lut_x4_1sam | Iter:339300, Sample:852800, GPixel:2.55e-03, dT:0.0040, rT:0.3244 +24-08-19 03:25:39.760 : ../models/spf_lut_x4_1sam | Iter:339400, Sample:854400, GPixel:2.62e-03, dT:0.0039, rT:0.3238 +24-08-19 03:26:20.181 : ../models/spf_lut_x4_1sam | Iter:339500, Sample:856000, GPixel:2.71e-03, dT:0.0039, rT:0.3236 +24-08-19 03:27:00.586 : ../models/spf_lut_x4_1sam | Iter:339600, Sample:857600, GPixel:2.81e-03, dT:0.0040, rT:0.3235 +24-08-19 03:27:41.001 : ../models/spf_lut_x4_1sam | Iter:339700, Sample:859200, GPixel:2.77e-03, dT:0.0040, rT:0.3235 +24-08-19 03:28:21.502 : ../models/spf_lut_x4_1sam | Iter:339800, Sample:860800, GPixel:2.70e-03, dT:0.0040, rT:0.3245 +24-08-19 03:29:01.964 : ../models/spf_lut_x4_1sam | Iter:339900, Sample:862400, GPixel:2.74e-03, dT:0.0040, rT:0.3240 +24-08-19 03:29:42.402 : ../models/spf_lut_x4_1sam | Iter:340000, Sample:864000, GPixel:2.67e-03, dT:0.0040, rT:0.3238 +24-08-19 03:29:42.510 : Checkpoint saved 340000 +24-08-19 03:29:43.586 : Iter 340000 | Dataset Set5 | AVG Val PSNR: 31.088722 +24-08-19 03:29:47.886 : Iter 340000 | Dataset Set14 | AVG Val PSNR: 27.948202 +24-08-19 03:30:28.705 : ../models/spf_lut_x4_1sam | Iter:340100, Sample:865600, GPixel:2.66e-03, dT:0.0041, rT:0.3277 +24-08-19 03:31:09.213 : ../models/spf_lut_x4_1sam | Iter:340200, Sample:867200, GPixel:2.73e-03, dT:0.0040, rT:0.3245 +24-08-19 03:31:49.642 : ../models/spf_lut_x4_1sam | Iter:340300, Sample:868800, GPixel:2.41e-03, dT:0.0040, rT:0.3236 +24-08-19 03:32:30.105 : ../models/spf_lut_x4_1sam | Iter:340400, Sample:870400, GPixel:2.76e-03, dT:0.0040, rT:0.3241 +24-08-19 03:33:10.575 : ../models/spf_lut_x4_1sam | Iter:340500, Sample:872000, GPixel:2.59e-03, dT:0.0040, rT:0.3242 +24-08-19 03:33:51.139 : ../models/spf_lut_x4_1sam | Iter:340600, Sample:873600, GPixel:2.66e-03, dT:0.0041, rT:0.3250 +24-08-19 03:34:31.756 : ../models/spf_lut_x4_1sam | Iter:340700, Sample:875200, GPixel:2.78e-03, dT:0.0040, rT:0.3257 +24-08-19 03:35:12.403 : ../models/spf_lut_x4_1sam | Iter:340800, Sample:876800, GPixel:2.62e-03, dT:0.0041, rT:0.3260 +24-08-19 03:35:53.011 : ../models/spf_lut_x4_1sam | Iter:340900, Sample:878400, GPixel:2.73e-03, dT:0.0041, rT:0.3256 +24-08-19 03:36:33.610 : ../models/spf_lut_x4_1sam | Iter:341000, Sample:880000, GPixel:2.79e-03, dT:0.0040, rT:0.3255 +24-08-19 03:37:14.224 : ../models/spf_lut_x4_1sam | Iter:341100, Sample:881600, GPixel:2.69e-03, dT:0.0040, rT:0.3257 +24-08-19 03:37:54.882 : ../models/spf_lut_x4_1sam | Iter:341200, Sample:883200, GPixel:2.81e-03, dT:0.0040, rT:0.3261 +24-08-19 03:38:35.555 : ../models/spf_lut_x4_1sam | Iter:341300, Sample:884800, GPixel:2.76e-03, dT:0.0040, rT:0.3262 +24-08-19 03:39:16.238 : ../models/spf_lut_x4_1sam | Iter:341400, Sample:886400, GPixel:2.76e-03, dT:0.0040, rT:0.3263 +24-08-19 03:39:56.865 : ../models/spf_lut_x4_1sam | Iter:341500, Sample:888000, GPixel:2.63e-03, dT:0.0041, rT:0.3256 +24-08-19 03:40:37.404 : ../models/spf_lut_x4_1sam | Iter:341600, Sample:889600, GPixel:2.79e-03, dT:0.0040, rT:0.3248 +24-08-19 03:41:17.995 : ../models/spf_lut_x4_1sam | Iter:341700, Sample:891200, GPixel:2.81e-03, dT:0.0041, rT:0.3254 +24-08-19 03:41:58.680 : ../models/spf_lut_x4_1sam | Iter:341800, Sample:892800, GPixel:2.60e-03, dT:0.0040, rT:0.3264 +24-08-19 03:42:39.258 : ../models/spf_lut_x4_1sam | Iter:341900, Sample:894400, GPixel:2.69e-03, dT:0.0040, rT:0.3253 +24-08-19 03:43:19.843 : ../models/spf_lut_x4_1sam | Iter:342000, Sample:896000, GPixel:2.81e-03, dT:0.0041, rT:0.3252 +24-08-19 03:43:19.947 : Checkpoint saved 342000 +24-08-19 03:43:21.027 : Iter 342000 | Dataset Set5 | AVG Val PSNR: 31.097395 +24-08-19 03:43:25.232 : Iter 342000 | Dataset Set14 | AVG Val PSNR: 27.942686 +24-08-19 03:44:05.659 : ../models/spf_lut_x4_1sam | Iter:342100, Sample:897600, GPixel:2.72e-03, dT:0.0040, rT:0.3237 +24-08-19 03:44:46.211 : ../models/spf_lut_x4_1sam | Iter:342200, Sample:899200, GPixel:2.57e-03, dT:0.0040, rT:0.3250 +24-08-19 03:45:26.960 : ../models/spf_lut_x4_1sam | Iter:342300, Sample:900800, GPixel:2.73e-03, dT:0.0040, rT:0.3271 +24-08-19 03:46:07.474 : ../models/spf_lut_x4_1sam | Iter:342400, Sample:902400, GPixel:2.65e-03, dT:0.0040, rT:0.3245 +24-08-19 03:46:47.907 : ../models/spf_lut_x4_1sam | Iter:342500, Sample:904000, GPixel:2.76e-03, dT:0.0039, rT:0.3238 +24-08-19 03:47:28.501 : ../models/spf_lut_x4_1sam | Iter:342600, Sample:905600, GPixel:2.69e-03, dT:0.0040, rT:0.3253 +24-08-19 03:48:09.005 : ../models/spf_lut_x4_1sam | Iter:342700, Sample:907200, GPixel:2.69e-03, dT:0.0040, rT:0.3246 +24-08-19 03:48:49.486 : ../models/spf_lut_x4_1sam | Iter:342800, Sample:908800, GPixel:2.61e-03, dT:0.0040, rT:0.3243 +24-08-19 03:49:29.987 : ../models/spf_lut_x4_1sam | Iter:342900, Sample:910400, GPixel:2.75e-03, dT:0.0040, rT:0.3245 +24-08-19 03:50:10.468 : ../models/spf_lut_x4_1sam | Iter:343000, Sample:912000, GPixel:2.61e-03, dT:0.0040, rT:0.3243 +24-08-19 03:50:50.962 : ../models/spf_lut_x4_1sam | Iter:343100, Sample:913600, GPixel:2.71e-03, dT:0.0041, rT:0.3243 +24-08-19 03:51:31.428 : ../models/spf_lut_x4_1sam | Iter:343200, Sample:915200, GPixel:2.66e-03, dT:0.0040, rT:0.3241 +24-08-19 03:52:11.796 : ../models/spf_lut_x4_1sam | Iter:343300, Sample:916800, GPixel:2.71e-03, dT:0.0039, rT:0.3232 +24-08-19 03:52:52.310 : ../models/spf_lut_x4_1sam | Iter:343400, Sample:918400, GPixel:2.67e-03, dT:0.0040, rT:0.3247 +24-08-19 03:53:32.812 : ../models/spf_lut_x4_1sam | Iter:343500, Sample:920000, GPixel:2.87e-03, dT:0.0040, rT:0.3244 +24-08-19 03:54:13.277 : ../models/spf_lut_x4_1sam | Iter:343600, Sample:921600, GPixel:2.70e-03, dT:0.0040, rT:0.3241 +24-08-19 03:54:53.779 : ../models/spf_lut_x4_1sam | Iter:343700, Sample:923200, GPixel:2.70e-03, dT:0.0040, rT:0.3244 +24-08-19 03:55:34.432 : ../models/spf_lut_x4_1sam | Iter:343800, Sample:924800, GPixel:2.84e-03, dT:0.0040, rT:0.3260 +24-08-19 03:56:14.869 : ../models/spf_lut_x4_1sam | Iter:343900, Sample:926400, GPixel:2.83e-03, dT:0.0040, rT:0.3238 +24-08-19 03:56:55.266 : ../models/spf_lut_x4_1sam | Iter:344000, Sample:928000, GPixel:2.76e-03, dT:0.0039, rT:0.3234 +24-08-19 03:56:55.374 : Checkpoint saved 344000 +24-08-19 03:56:56.429 : Iter 344000 | Dataset Set5 | AVG Val PSNR: 31.056567 +24-08-19 03:57:00.697 : Iter 344000 | Dataset Set14 | AVG Val PSNR: 27.899218 +24-08-19 03:57:41.205 : ../models/spf_lut_x4_1sam | Iter:344100, Sample:929600, GPixel:2.62e-03, dT:0.0040, rT:0.3245 +24-08-19 03:58:21.684 : ../models/spf_lut_x4_1sam | Iter:344200, Sample:931200, GPixel:2.63e-03, dT:0.0040, rT:0.3242 +24-08-19 03:59:02.190 : ../models/spf_lut_x4_1sam | Iter:344300, Sample:932800, GPixel:2.81e-03, dT:0.0040, rT:0.3245 +24-08-19 03:59:42.672 : ../models/spf_lut_x4_1sam | Iter:344400, Sample:934400, GPixel:2.68e-03, dT:0.0039, rT:0.3244 +24-08-19 04:00:23.168 : ../models/spf_lut_x4_1sam | Iter:344500, Sample:936000, GPixel:2.81e-03, dT:0.0040, rT:0.3244 +24-08-19 04:01:03.899 : ../models/spf_lut_x4_1sam | Iter:344600, Sample:937600, GPixel:2.79e-03, dT:0.0040, rT:0.3269 +24-08-19 04:01:44.410 : ../models/spf_lut_x4_1sam | Iter:344700, Sample:939200, GPixel:2.63e-03, dT:0.0040, rT:0.3246 +24-08-19 04:02:24.840 : ../models/spf_lut_x4_1sam | Iter:344800, Sample:940800, GPixel:2.71e-03, dT:0.0040, rT:0.3238 +24-08-19 04:03:05.238 : ../models/spf_lut_x4_1sam | Iter:344900, Sample:942400, GPixel:2.59e-03, dT:0.0039, rT:0.3233 +24-08-19 04:03:45.672 : ../models/spf_lut_x4_1sam | Iter:345000, Sample:944000, GPixel:2.81e-03, dT:0.0040, rT:0.3238 +24-08-19 04:04:26.188 : ../models/spf_lut_x4_1sam | Iter:345100, Sample:945600, GPixel:2.81e-03, dT:0.0040, rT:0.3246 +24-08-19 04:05:06.801 : ../models/spf_lut_x4_1sam | Iter:345200, Sample:947200, GPixel:2.75e-03, dT:0.0041, rT:0.3255 +24-08-19 04:05:47.348 : ../models/spf_lut_x4_1sam | Iter:345300, Sample:948800, GPixel:2.80e-03, dT:0.0040, rT:0.3249 +24-08-19 04:06:27.834 : ../models/spf_lut_x4_1sam | Iter:345400, Sample:950400, GPixel:2.52e-03, dT:0.0040, rT:0.3242 +24-08-19 04:07:08.320 : ../models/spf_lut_x4_1sam | Iter:345500, Sample:952000, GPixel:2.73e-03, dT:0.0039, rT:0.3243 +24-08-19 04:07:48.823 : ../models/spf_lut_x4_1sam | Iter:345600, Sample:953600, GPixel:2.81e-03, dT:0.0040, rT:0.3244 +24-08-19 04:08:29.308 : ../models/spf_lut_x4_1sam | Iter:345700, Sample:955200, GPixel:2.68e-03, dT:0.0039, rT:0.3243 +24-08-19 04:09:09.770 : ../models/spf_lut_x4_1sam | Iter:345800, Sample:956800, GPixel:2.76e-03, dT:0.0040, rT:0.3240 +24-08-19 04:09:50.311 : ../models/spf_lut_x4_1sam | Iter:345900, Sample:958400, GPixel:2.53e-03, dT:0.0041, rT:0.3247 +24-08-19 04:10:30.845 : ../models/spf_lut_x4_1sam | Iter:346000, Sample:960000, GPixel:2.70e-03, dT:0.0040, rT:0.3247 +24-08-19 04:10:30.953 : Checkpoint saved 346000 +24-08-19 04:10:31.983 : Iter 346000 | Dataset Set5 | AVG Val PSNR: 31.099174 +24-08-19 04:10:36.220 : Iter 346000 | Dataset Set14 | AVG Val PSNR: 27.949360 +24-08-19 04:11:16.736 : ../models/spf_lut_x4_1sam | Iter:346100, Sample:961600, GPixel:2.65e-03, dT:0.0039, rT:0.3247 +24-08-19 04:11:57.221 : ../models/spf_lut_x4_1sam | Iter:346200, Sample:963200, GPixel:2.66e-03, dT:0.0039, rT:0.3243 +24-08-19 04:12:37.693 : ../models/spf_lut_x4_1sam | Iter:346300, Sample:964800, GPixel:2.64e-03, dT:0.0039, rT:0.3242 +24-08-19 04:13:18.083 : ../models/spf_lut_x4_1sam | Iter:346400, Sample:966400, GPixel:2.67e-03, dT:0.0039, rT:0.3234 +24-08-19 04:13:58.497 : ../models/spf_lut_x4_1sam | Iter:346500, Sample:968000, GPixel:2.69e-03, dT:0.0040, rT:0.3234 +24-08-19 04:14:39.051 : ../models/spf_lut_x4_1sam | Iter:346600, Sample:969600, GPixel:2.63e-03, dT:0.0040, rT:0.3250 +24-08-19 04:15:19.625 : ../models/spf_lut_x4_1sam | Iter:346700, Sample:971200, GPixel:2.86e-03, dT:0.0040, rT:0.3252 +24-08-19 04:16:00.419 : ../models/spf_lut_x4_1sam | Iter:346800, Sample:972800, GPixel:2.55e-03, dT:0.0040, rT:0.3275 +24-08-19 04:16:40.921 : ../models/spf_lut_x4_1sam | Iter:346900, Sample:974400, GPixel:2.70e-03, dT:0.0040, rT:0.3244 +24-08-19 04:17:21.458 : ../models/spf_lut_x4_1sam | Iter:347000, Sample:976000, GPixel:2.69e-03, dT:0.0040, rT:0.3248 +24-08-19 04:18:02.044 : ../models/spf_lut_x4_1sam | Iter:347100, Sample:977600, GPixel:2.70e-03, dT:0.0040, rT:0.3253 +24-08-19 04:18:42.704 : ../models/spf_lut_x4_1sam | Iter:347200, Sample:979200, GPixel:2.81e-03, dT:0.0040, rT:0.3261 +24-08-19 04:19:23.406 : ../models/spf_lut_x4_1sam | Iter:347300, Sample:980800, GPixel:2.64e-03, dT:0.0040, rT:0.3267 +24-08-19 04:20:03.979 : ../models/spf_lut_x4_1sam | Iter:347400, Sample:982400, GPixel:2.69e-03, dT:0.0040, rT:0.3252 +24-08-19 04:20:44.606 : ../models/spf_lut_x4_1sam | Iter:347500, Sample:984000, GPixel:2.64e-03, dT:0.0040, rT:0.3258 +24-08-19 04:21:25.299 : ../models/spf_lut_x4_1sam | Iter:347600, Sample:985600, GPixel:2.54e-03, dT:0.0040, rT:0.3265 +24-08-19 04:22:05.933 : ../models/spf_lut_x4_1sam | Iter:347700, Sample:987200, GPixel:2.99e-03, dT:0.0041, rT:0.3258 +24-08-19 04:22:46.575 : ../models/spf_lut_x4_1sam | Iter:347800, Sample:988800, GPixel:2.82e-03, dT:0.0041, rT:0.3259 +24-08-19 04:23:27.184 : ../models/spf_lut_x4_1sam | Iter:347900, Sample:990400, GPixel:2.72e-03, dT:0.0040, rT:0.3256 +24-08-19 04:24:07.746 : ../models/spf_lut_x4_1sam | Iter:348000, Sample:992000, GPixel:2.62e-03, dT:0.0040, rT:0.3251 +24-08-19 04:24:07.852 : Checkpoint saved 348000 +24-08-19 04:24:08.902 : Iter 348000 | Dataset Set5 | AVG Val PSNR: 31.085668 +24-08-19 04:24:13.078 : Iter 348000 | Dataset Set14 | AVG Val PSNR: 27.946778 +24-08-19 04:24:53.680 : ../models/spf_lut_x4_1sam | Iter:348100, Sample:993600, GPixel:2.68e-03, dT:0.0040, rT:0.3252 +24-08-19 04:25:34.147 : ../models/spf_lut_x4_1sam | Iter:348200, Sample:995200, GPixel:2.82e-03, dT:0.0040, rT:0.3242 +24-08-19 04:26:14.661 : ../models/spf_lut_x4_1sam | Iter:348300, Sample:996800, GPixel:2.59e-03, dT:0.0040, rT:0.3245 +24-08-19 04:26:55.117 : ../models/spf_lut_x4_1sam | Iter:348400, Sample:998400, GPixel:2.78e-03, dT:0.0040, rT:0.3239 +24-08-19 04:27:35.489 : ../models/spf_lut_x4_1sam | Iter:348500, Sample:1000000, GPixel:2.60e-03, dT:0.0039, rT:0.3231 +24-08-19 04:28:15.975 : ../models/spf_lut_x4_1sam | Iter:348600, Sample:1001600, GPixel:2.60e-03, dT:0.0039, rT:0.3243 +24-08-19 04:28:56.404 : ../models/spf_lut_x4_1sam | Iter:348700, Sample:1003200, GPixel:2.66e-03, dT:0.0040, rT:0.3237 +24-08-19 04:29:36.886 : ../models/spf_lut_x4_1sam | Iter:348800, Sample:1004800, GPixel:2.66e-03, dT:0.0040, rT:0.3242 +24-08-19 04:30:17.367 : ../models/spf_lut_x4_1sam | Iter:348900, Sample:1006400, GPixel:2.72e-03, dT:0.0040, rT:0.3242 +24-08-19 04:30:57.845 : ../models/spf_lut_x4_1sam | Iter:349000, Sample:1008000, GPixel:2.61e-03, dT:0.0040, rT:0.3241 +24-08-19 04:31:38.687 : ../models/spf_lut_x4_1sam | Iter:349100, Sample:1009600, GPixel:2.80e-03, dT:0.0041, rT:0.3281 +24-08-19 04:32:19.193 : ../models/spf_lut_x4_1sam | Iter:349200, Sample:1011200, GPixel:2.59e-03, dT:0.0040, rT:0.3245 +24-08-19 04:32:59.641 : ../models/spf_lut_x4_1sam | Iter:349300, Sample:1012800, GPixel:2.72e-03, dT:0.0039, rT:0.3241 +24-08-19 04:33:40.153 : ../models/spf_lut_x4_1sam | Iter:349400, Sample:1014400, GPixel:2.63e-03, dT:0.0040, rT:0.3246 +24-08-19 04:34:20.669 : ../models/spf_lut_x4_1sam | Iter:349500, Sample:1016000, GPixel:2.70e-03, dT:0.0040, rT:0.3246 +24-08-19 04:35:01.164 : ../models/spf_lut_x4_1sam | Iter:349600, Sample:1017600, GPixel:2.69e-03, dT:0.0040, rT:0.3243 +24-08-19 04:35:41.637 : ../models/spf_lut_x4_1sam | Iter:349700, Sample:1019200, GPixel:2.81e-03, dT:0.0040, rT:0.3242 +24-08-19 04:36:22.178 : ../models/spf_lut_x4_1sam | Iter:349800, Sample:1020800, GPixel:2.71e-03, dT:0.0040, rT:0.3247 +24-08-19 04:37:02.632 : ../models/spf_lut_x4_1sam | Iter:349900, Sample:1022400, GPixel:2.82e-03, dT:0.0040, rT:0.3239 +24-08-19 04:37:43.157 : ../models/spf_lut_x4_1sam | Iter:350000, Sample:1024000, GPixel:2.74e-03, dT:0.0040, rT:0.3246 +24-08-19 04:37:43.265 : Checkpoint saved 350000 +24-08-19 04:37:44.314 : Iter 350000 | Dataset Set5 | AVG Val PSNR: 31.048824 +24-08-19 04:37:48.674 : Iter 350000 | Dataset Set14 | AVG Val PSNR: 27.910950 +24-08-19 04:38:29.141 : ../models/spf_lut_x4_1sam | Iter:350100, Sample:1025600, GPixel:2.53e-03, dT:0.0040, rT:0.3242 +24-08-19 04:39:09.628 : ../models/spf_lut_x4_1sam | Iter:350200, Sample:1027200, GPixel:2.58e-03, dT:0.0040, rT:0.3243 +24-08-19 04:39:50.117 : ../models/spf_lut_x4_1sam | Iter:350300, Sample:1028800, GPixel:2.80e-03, dT:0.0041, rT:0.3242 +24-08-19 04:40:30.565 : ../models/spf_lut_x4_1sam | Iter:350400, Sample:1030400, GPixel:2.56e-03, dT:0.0040, rT:0.3239 +24-08-19 04:41:11.052 : ../models/spf_lut_x4_1sam | Iter:350500, Sample:1032000, GPixel:2.79e-03, dT:0.0040, rT:0.3242 +24-08-19 04:41:51.476 : ../models/spf_lut_x4_1sam | Iter:350600, Sample:1033600, GPixel:2.65e-03, dT:0.0039, rT:0.3238 +24-08-19 04:42:31.914 : ../models/spf_lut_x4_1sam | Iter:350700, Sample:1035200, GPixel:2.64e-03, dT:0.0040, rT:0.3237 +24-08-19 04:43:12.325 : ../models/spf_lut_x4_1sam | Iter:350800, Sample:1036800, GPixel:2.81e-03, dT:0.0039, rT:0.3236 +24-08-19 04:43:52.951 : ../models/spf_lut_x4_1sam | Iter:350900, Sample:1038400, GPixel:2.63e-03, dT:0.0040, rT:0.3257 +24-08-19 04:44:33.486 : ../models/spf_lut_x4_1sam | Iter:351000, Sample:1040000, GPixel:2.54e-03, dT:0.0040, rT:0.3248 +24-08-19 04:45:14.129 : ../models/spf_lut_x4_1sam | Iter:351100, Sample:1041600, GPixel:2.78e-03, dT:0.0040, rT:0.3259 +24-08-19 04:45:54.728 : ../models/spf_lut_x4_1sam | Iter:351200, Sample:1043200, GPixel:2.67e-03, dT:0.0040, rT:0.3256 +24-08-19 04:46:35.532 : ../models/spf_lut_x4_1sam | Iter:351300, Sample:1044800, GPixel:2.75e-03, dT:0.0041, rT:0.3279 +24-08-19 04:47:16.215 : ../models/spf_lut_x4_1sam | Iter:351400, Sample:1046400, GPixel:2.68e-03, dT:0.0042, rT:0.3263 +24-08-19 04:47:56.833 : ../models/spf_lut_x4_1sam | Iter:351500, Sample:1048000, GPixel:2.87e-03, dT:0.0040, rT:0.3258 +24-08-19 04:48:37.490 : ../models/spf_lut_x4_1sam | Iter:351600, Sample:1049600, GPixel:2.49e-03, dT:0.0041, rT:0.3261 +24-08-19 04:49:18.099 : ../models/spf_lut_x4_1sam | Iter:351700, Sample:1051200, GPixel:2.77e-03, dT:0.0041, rT:0.3255 +24-08-19 04:49:58.802 : ../models/spf_lut_x4_1sam | Iter:351800, Sample:1052800, GPixel:2.63e-03, dT:0.0040, rT:0.3268 +24-08-19 04:50:39.410 : ../models/spf_lut_x4_1sam | Iter:351900, Sample:1054400, GPixel:2.75e-03, dT:0.0040, rT:0.3255 +24-08-19 04:51:20.045 : ../models/spf_lut_x4_1sam | Iter:352000, Sample:1056000, GPixel:2.74e-03, dT:0.0040, rT:0.3259 +24-08-19 04:51:20.153 : Checkpoint saved 352000 +24-08-19 04:51:21.158 : Iter 352000 | Dataset Set5 | AVG Val PSNR: 31.063077 +24-08-19 04:51:25.426 : Iter 352000 | Dataset Set14 | AVG Val PSNR: 27.933650 +24-08-19 04:52:06.026 : ../models/spf_lut_x4_1sam | Iter:352100, Sample:1057600, GPixel:2.81e-03, dT:0.0040, rT:0.3255 +24-08-19 04:52:46.682 : ../models/spf_lut_x4_1sam | Iter:352200, Sample:1059200, GPixel:2.62e-03, dT:0.0041, rT:0.3260 +24-08-19 04:53:27.315 : ../models/spf_lut_x4_1sam | Iter:352300, Sample:1060800, GPixel:2.71e-03, dT:0.0040, rT:0.3258 +24-08-19 04:54:07.988 : ../models/spf_lut_x4_1sam | Iter:352400, Sample:1062400, GPixel:2.82e-03, dT:0.0040, rT:0.3263 +24-08-19 04:54:48.523 : ../models/spf_lut_x4_1sam | Iter:352500, Sample:1064000, GPixel:2.78e-03, dT:0.0040, rT:0.3249 +24-08-19 04:55:29.236 : ../models/spf_lut_x4_1sam | Iter:352600, Sample:1065600, GPixel:2.93e-03, dT:0.0041, rT:0.3268 +24-08-19 04:56:09.892 : ../models/spf_lut_x4_1sam | Iter:352700, Sample:1067200, GPixel:2.76e-03, dT:0.0041, rT:0.3260 +24-08-19 04:56:50.481 : ../models/spf_lut_x4_1sam | Iter:352800, Sample:1068800, GPixel:2.73e-03, dT:0.0040, rT:0.3254 +24-08-19 04:57:31.040 : ../models/spf_lut_x4_1sam | Iter:352900, Sample:1070400, GPixel:2.48e-03, dT:0.0040, rT:0.3250 +24-08-19 04:58:11.648 : ../models/spf_lut_x4_1sam | Iter:353000, Sample:1072000, GPixel:2.73e-03, dT:0.0040, rT:0.3257 +24-08-19 04:58:52.300 : ../models/spf_lut_x4_1sam | Iter:353100, Sample:1073600, GPixel:2.75e-03, dT:0.0040, rT:0.3260 +24-08-19 04:59:32.968 : ../models/spf_lut_x4_1sam | Iter:353200, Sample:1075200, GPixel:2.59e-03, dT:0.0040, rT:0.3263 +24-08-19 05:00:13.656 : ../models/spf_lut_x4_1sam | Iter:353300, Sample:1076800, GPixel:2.70e-03, dT:0.0040, rT:0.3265 +24-08-19 05:00:54.313 : ../models/spf_lut_x4_1sam | Iter:353400, Sample:1078400, GPixel:2.78e-03, dT:0.0040, rT:0.3261 +24-08-19 05:01:34.941 : ../models/spf_lut_x4_1sam | Iter:353500, Sample:1080000, GPixel:2.65e-03, dT:0.0040, rT:0.3257 +24-08-19 05:02:15.842 : ../models/spf_lut_x4_1sam | Iter:353600, Sample:1081600, GPixel:2.52e-03, dT:0.0041, rT:0.3286 +24-08-19 05:02:56.464 : ../models/spf_lut_x4_1sam | Iter:353700, Sample:1083200, GPixel:2.72e-03, dT:0.0040, rT:0.3258 +24-08-19 05:03:37.058 : ../models/spf_lut_x4_1sam | Iter:353800, Sample:1084800, GPixel:2.68e-03, dT:0.0040, rT:0.3255 +24-08-19 05:04:17.607 : ../models/spf_lut_x4_1sam | Iter:353900, Sample:1086400, GPixel:2.60e-03, dT:0.0040, rT:0.3249 +24-08-19 05:04:58.040 : ../models/spf_lut_x4_1sam | Iter:354000, Sample:1088000, GPixel:2.66e-03, dT:0.0039, rT:0.3238 +24-08-19 05:04:58.147 : Checkpoint saved 354000 +24-08-19 05:04:59.200 : Iter 354000 | Dataset Set5 | AVG Val PSNR: 31.068183 +24-08-19 05:05:03.461 : Iter 354000 | Dataset Set14 | AVG Val PSNR: 27.932379 +24-08-19 05:05:43.953 : ../models/spf_lut_x4_1sam | Iter:354100, Sample:1089600, GPixel:2.70e-03, dT:0.0040, rT:0.3243 +24-08-19 05:06:24.633 : ../models/spf_lut_x4_1sam | Iter:354200, Sample:1091200, GPixel:2.68e-03, dT:0.0041, rT:0.3264 +24-08-19 05:07:05.267 : ../models/spf_lut_x4_1sam | Iter:354300, Sample:1092800, GPixel:2.69e-03, dT:0.0040, rT:0.3257 +24-08-19 05:07:45.953 : ../models/spf_lut_x4_1sam | Iter:354400, Sample:1094400, GPixel:2.72e-03, dT:0.0040, rT:0.3264 +24-08-19 05:08:26.621 : ../models/spf_lut_x4_1sam | Iter:354500, Sample:1096000, GPixel:2.71e-03, dT:0.0041, rT:0.3261 +24-08-19 05:09:07.279 : ../models/spf_lut_x4_1sam | Iter:354600, Sample:1097600, GPixel:2.59e-03, dT:0.0040, rT:0.3261 +24-08-19 05:09:47.935 : ../models/spf_lut_x4_1sam | Iter:354700, Sample:1099200, GPixel:2.58e-03, dT:0.0040, rT:0.3261 +24-08-19 05:10:28.625 : ../models/spf_lut_x4_1sam | Iter:354800, Sample:1100800, GPixel:2.60e-03, dT:0.0041, rT:0.3263 +24-08-19 05:11:09.277 : ../models/spf_lut_x4_1sam | Iter:354900, Sample:1102400, GPixel:2.70e-03, dT:0.0040, rT:0.3260 +24-08-19 05:11:49.926 : ../models/spf_lut_x4_1sam | Iter:355000, Sample:1104000, GPixel:2.69e-03, dT:0.0040, rT:0.3260 +24-08-19 05:12:30.561 : ../models/spf_lut_x4_1sam | Iter:355100, Sample:1105600, GPixel:2.74e-03, dT:0.0040, rT:0.3259 +24-08-19 05:13:11.261 : ../models/spf_lut_x4_1sam | Iter:355200, Sample:1107200, GPixel:2.61e-03, dT:0.0040, rT:0.3265 +24-08-19 05:13:51.942 : ../models/spf_lut_x4_1sam | Iter:355300, Sample:1108800, GPixel:2.79e-03, dT:0.0041, rT:0.3262 +24-08-19 05:14:32.581 : ../models/spf_lut_x4_1sam | Iter:355400, Sample:1110400, GPixel:2.59e-03, dT:0.0040, rT:0.3260 +24-08-19 05:15:13.320 : ../models/spf_lut_x4_1sam | Iter:355500, Sample:1112000, GPixel:2.56e-03, dT:0.0040, rT:0.3271 +24-08-19 05:15:54.026 : ../models/spf_lut_x4_1sam | Iter:355600, Sample:1113600, GPixel:2.68e-03, dT:0.0040, rT:0.3266 +24-08-19 05:16:34.762 : ../models/spf_lut_x4_1sam | Iter:355700, Sample:1115200, GPixel:2.76e-03, dT:0.0040, rT:0.3270 +24-08-19 05:17:15.804 : ../models/spf_lut_x4_1sam | Iter:355800, Sample:1116800, GPixel:2.74e-03, dT:0.0042, rT:0.3300 +24-08-19 05:17:56.449 : ../models/spf_lut_x4_1sam | Iter:355900, Sample:1118400, GPixel:2.58e-03, dT:0.0041, rT:0.3260 +24-08-19 05:18:37.336 : ../models/spf_lut_x4_1sam | Iter:356000, Sample:1120000, GPixel:2.57e-03, dT:0.0041, rT:0.3284 +24-08-19 05:18:37.447 : Checkpoint saved 356000 +24-08-19 05:18:38.537 : Iter 356000 | Dataset Set5 | AVG Val PSNR: 31.061857 +24-08-19 05:18:42.787 : Iter 356000 | Dataset Set14 | AVG Val PSNR: 27.886737 +24-08-19 05:19:23.451 : ../models/spf_lut_x4_1sam | Iter:356100, Sample:1121600, GPixel:2.64e-03, dT:0.0041, rT:0.3261 +24-08-19 05:20:04.068 : ../models/spf_lut_x4_1sam | Iter:356200, Sample:1123200, GPixel:2.69e-03, dT:0.0041, rT:0.3255 +24-08-19 05:20:44.752 : ../models/spf_lut_x4_1sam | Iter:356300, Sample:1124800, GPixel:2.72e-03, dT:0.0041, rT:0.3263 +24-08-19 05:21:25.476 : ../models/spf_lut_x4_1sam | Iter:356400, Sample:1126400, GPixel:2.84e-03, dT:0.0041, rT:0.3267 +24-08-19 05:22:06.112 : ../models/spf_lut_x4_1sam | Iter:356500, Sample:1128000, GPixel:2.72e-03, dT:0.0040, rT:0.3259 +24-08-19 05:22:46.802 : ../models/spf_lut_x4_1sam | Iter:356600, Sample:1129600, GPixel:2.69e-03, dT:0.0041, rT:0.3262 +24-08-19 05:23:27.413 : ../models/spf_lut_x4_1sam | Iter:356700, Sample:1131200, GPixel:2.89e-03, dT:0.0040, rT:0.3255 +24-08-19 05:24:08.024 : ../models/spf_lut_x4_1sam | Iter:356800, Sample:1132800, GPixel:2.74e-03, dT:0.0040, rT:0.3255 +24-08-19 05:24:48.615 : ../models/spf_lut_x4_1sam | Iter:356900, Sample:1134400, GPixel:2.80e-03, dT:0.0040, rT:0.3254 +24-08-19 05:25:29.313 : ../models/spf_lut_x4_1sam | Iter:357000, Sample:1136000, GPixel:2.71e-03, dT:0.0040, rT:0.3265 +24-08-19 05:26:10.011 : ../models/spf_lut_x4_1sam | Iter:357100, Sample:1137600, GPixel:2.66e-03, dT:0.0041, rT:0.3264 +24-08-19 05:26:50.631 : ../models/spf_lut_x4_1sam | Iter:357200, Sample:1139200, GPixel:2.83e-03, dT:0.0040, rT:0.3257 +24-08-19 05:27:31.213 : ../models/spf_lut_x4_1sam | Iter:357300, Sample:1140800, GPixel:2.62e-03, dT:0.0040, rT:0.3253 +24-08-19 05:28:11.974 : ../models/spf_lut_x4_1sam | Iter:357400, Sample:1142400, GPixel:2.68e-03, dT:0.0040, rT:0.3274 +24-08-19 05:28:52.684 : ../models/spf_lut_x4_1sam | Iter:357500, Sample:1144000, GPixel:2.66e-03, dT:0.0041, rT:0.3265 +24-08-19 05:29:33.301 : ../models/spf_lut_x4_1sam | Iter:357600, Sample:1145600, GPixel:2.86e-03, dT:0.0040, rT:0.3256 +24-08-19 05:30:13.987 : ../models/spf_lut_x4_1sam | Iter:357700, Sample:1147200, GPixel:2.68e-03, dT:0.0040, rT:0.3265 +24-08-19 05:30:54.680 : ../models/spf_lut_x4_1sam | Iter:357800, Sample:1148800, GPixel:2.73e-03, dT:0.0040, rT:0.3265 +24-08-19 05:31:35.221 : ../models/spf_lut_x4_1sam | Iter:357900, Sample:1150400, GPixel:2.70e-03, dT:0.0040, rT:0.3249 +24-08-19 05:32:15.892 : ../models/spf_lut_x4_1sam | Iter:358000, Sample:1152000, GPixel:2.72e-03, dT:0.0040, rT:0.3263 +24-08-19 05:32:16.001 : Checkpoint saved 358000 +24-08-19 05:32:17.100 : Iter 358000 | Dataset Set5 | AVG Val PSNR: 31.082800 +24-08-19 05:32:21.463 : Iter 358000 | Dataset Set14 | AVG Val PSNR: 27.948218 +24-08-19 05:33:02.270 : ../models/spf_lut_x4_1sam | Iter:358100, Sample:1153600, GPixel:2.69e-03, dT:0.0042, rT:0.3276 +24-08-19 05:33:42.931 : ../models/spf_lut_x4_1sam | Iter:358200, Sample:1155200, GPixel:2.50e-03, dT:0.0041, rT:0.3261 +24-08-19 05:34:23.554 : ../models/spf_lut_x4_1sam | Iter:358300, Sample:1156800, GPixel:2.57e-03, dT:0.0040, rT:0.3258 +24-08-19 05:35:04.102 : ../models/spf_lut_x4_1sam | Iter:358400, Sample:1158400, GPixel:2.83e-03, dT:0.0041, rT:0.3249 +24-08-19 05:35:44.592 : ../models/spf_lut_x4_1sam | Iter:358500, Sample:1160000, GPixel:2.83e-03, dT:0.0040, rT:0.3243 +24-08-19 05:36:25.244 : ../models/spf_lut_x4_1sam | Iter:358600, Sample:1161600, GPixel:2.70e-03, dT:0.0040, rT:0.3262 +24-08-19 05:37:05.929 : ../models/spf_lut_x4_1sam | Iter:358700, Sample:1163200, GPixel:2.77e-03, dT:0.0041, rT:0.3263 +24-08-19 05:37:46.675 : ../models/spf_lut_x4_1sam | Iter:358800, Sample:1164800, GPixel:2.71e-03, dT:0.0041, rT:0.3270 +24-08-19 05:38:27.329 : ../models/spf_lut_x4_1sam | Iter:358900, Sample:1166400, GPixel:2.87e-03, dT:0.0041, rT:0.3261 +24-08-19 05:39:07.982 : ../models/spf_lut_x4_1sam | Iter:359000, Sample:1168000, GPixel:2.59e-03, dT:0.0040, rT:0.3261 +24-08-19 05:39:48.554 : ../models/spf_lut_x4_1sam | Iter:359100, Sample:1169600, GPixel:2.60e-03, dT:0.0040, rT:0.3253 +24-08-19 05:40:29.200 : ../models/spf_lut_x4_1sam | Iter:359200, Sample:1171200, GPixel:2.63e-03, dT:0.0040, rT:0.3259 +24-08-19 05:41:09.909 : ../models/spf_lut_x4_1sam | Iter:359300, Sample:1172800, GPixel:2.57e-03, dT:0.0040, rT:0.3265 +24-08-19 05:41:50.576 : ../models/spf_lut_x4_1sam | Iter:359400, Sample:1174400, GPixel:2.65e-03, dT:0.0041, rT:0.3262 +24-08-19 05:42:31.203 : ../models/spf_lut_x4_1sam | Iter:359500, Sample:1176000, GPixel:2.83e-03, dT:0.0041, rT:0.3258 +24-08-19 05:43:11.864 : ../models/spf_lut_x4_1sam | Iter:359600, Sample:1177600, GPixel:2.76e-03, dT:0.0040, rT:0.3261 +24-08-19 05:43:52.506 : ../models/spf_lut_x4_1sam | Iter:359700, Sample:1179200, GPixel:2.74e-03, dT:0.0040, rT:0.3260 +24-08-19 05:44:33.209 : ../models/spf_lut_x4_1sam | Iter:359800, Sample:1180800, GPixel:2.74e-03, dT:0.0041, rT:0.3264 +24-08-19 05:45:13.923 : ../models/spf_lut_x4_1sam | Iter:359900, Sample:1182400, GPixel:2.72e-03, dT:0.0040, rT:0.3267 +24-08-19 05:45:54.595 : ../models/spf_lut_x4_1sam | Iter:360000, Sample:1184000, GPixel:2.96e-03, dT:0.0040, rT:0.3262 +24-08-19 05:45:54.705 : Checkpoint saved 360000 +24-08-19 05:45:55.759 : Iter 360000 | Dataset Set5 | AVG Val PSNR: 31.080993 +24-08-19 05:46:00.065 : Iter 360000 | Dataset Set14 | AVG Val PSNR: 27.926434 +24-08-19 05:46:40.930 : ../models/spf_lut_x4_1sam | Iter:360100, Sample:1185600, GPixel:2.61e-03, dT:0.0041, rT:0.3281 +24-08-19 05:47:21.518 : ../models/spf_lut_x4_1sam | Iter:360200, Sample:1187200, GPixel:2.73e-03, dT:0.0040, rT:0.3254 +24-08-19 05:48:02.345 : ../models/spf_lut_x4_1sam | Iter:360300, Sample:1188800, GPixel:2.85e-03, dT:0.0040, rT:0.3278 +24-08-19 05:48:43.004 : ../models/spf_lut_x4_1sam | Iter:360400, Sample:1190400, GPixel:2.64e-03, dT:0.0040, rT:0.3260 +24-08-19 05:49:23.474 : ../models/spf_lut_x4_1sam | Iter:360500, Sample:1192000, GPixel:2.67e-03, dT:0.0041, rT:0.3240 +24-08-19 05:50:03.988 : ../models/spf_lut_x4_1sam | Iter:360600, Sample:1193600, GPixel:2.66e-03, dT:0.0040, rT:0.3245 +24-08-19 05:50:44.510 : ../models/spf_lut_x4_1sam | Iter:360700, Sample:1195200, GPixel:2.59e-03, dT:0.0040, rT:0.3247 +24-08-19 05:51:25.019 : ../models/spf_lut_x4_1sam | Iter:360800, Sample:1196800, GPixel:2.71e-03, dT:0.0040, rT:0.3245 +24-08-19 05:52:05.554 : ../models/spf_lut_x4_1sam | Iter:360900, Sample:1198400, GPixel:2.54e-03, dT:0.0040, rT:0.3248 +24-08-19 05:52:46.076 : ../models/spf_lut_x4_1sam | Iter:361000, Sample:1200000, GPixel:2.69e-03, dT:0.0040, rT:0.3246 +24-08-19 05:53:26.560 : ../models/spf_lut_x4_1sam | Iter:361100, Sample:1201600, GPixel:2.85e-03, dT:0.0040, rT:0.3244 +24-08-19 05:54:07.118 : ../models/spf_lut_x4_1sam | Iter:361200, Sample:1203200, GPixel:2.65e-03, dT:0.0040, rT:0.3250 +24-08-19 05:54:47.604 : ../models/spf_lut_x4_1sam | Iter:361300, Sample:1204800, GPixel:2.90e-03, dT:0.0040, rT:0.3243 +24-08-19 05:55:28.103 : ../models/spf_lut_x4_1sam | Iter:361400, Sample:1206400, GPixel:2.69e-03, dT:0.0040, rT:0.3245 +24-08-19 05:56:08.634 : ../models/spf_lut_x4_1sam | Iter:361500, Sample:1208000, GPixel:2.63e-03, dT:0.0039, rT:0.3247 +24-08-19 05:56:49.131 : ../models/spf_lut_x4_1sam | Iter:361600, Sample:1209600, GPixel:2.62e-03, dT:0.0040, rT:0.3245 +24-08-19 05:57:29.581 : ../models/spf_lut_x4_1sam | Iter:361700, Sample:1211200, GPixel:2.75e-03, dT:0.0040, rT:0.3239 +24-08-19 05:58:10.065 : ../models/spf_lut_x4_1sam | Iter:361800, Sample:1212800, GPixel:2.71e-03, dT:0.0040, rT:0.3242 +24-08-19 05:58:50.532 : ../models/spf_lut_x4_1sam | Iter:361900, Sample:1214400, GPixel:2.55e-03, dT:0.0040, rT:0.3241 +24-08-19 05:59:30.925 : ../models/spf_lut_x4_1sam | Iter:362000, Sample:1216000, GPixel:2.64e-03, dT:0.0040, rT:0.3233 +24-08-19 05:59:31.033 : Checkpoint saved 362000 +24-08-19 05:59:32.034 : Iter 362000 | Dataset Set5 | AVG Val PSNR: 31.063034 +24-08-19 05:59:36.305 : Iter 362000 | Dataset Set14 | AVG Val PSNR: 27.938806 +24-08-19 06:00:16.803 : ../models/spf_lut_x4_1sam | Iter:362100, Sample:1217600, GPixel:2.69e-03, dT:0.0040, rT:0.3244 +24-08-19 06:00:57.213 : ../models/spf_lut_x4_1sam | Iter:362200, Sample:1219200, GPixel:2.76e-03, dT:0.0039, rT:0.3236 +24-08-19 06:01:37.618 : ../models/spf_lut_x4_1sam | Iter:362300, Sample:1220800, GPixel:2.70e-03, dT:0.0040, rT:0.3235 +24-08-19 06:02:18.058 : ../models/spf_lut_x4_1sam | Iter:362400, Sample:1222400, GPixel:2.63e-03, dT:0.0040, rT:0.3237 +24-08-19 06:02:58.623 : ../models/spf_lut_x4_1sam | Iter:362500, Sample:1224000, GPixel:2.64e-03, dT:0.0040, rT:0.3252 +24-08-19 06:03:39.145 : ../models/spf_lut_x4_1sam | Iter:362600, Sample:1225600, GPixel:2.46e-03, dT:0.0040, rT:0.3246 +24-08-19 06:04:19.658 : ../models/spf_lut_x4_1sam | Iter:362700, Sample:1227200, GPixel:2.72e-03, dT:0.0040, rT:0.3244 +24-08-19 06:05:00.206 : ../models/spf_lut_x4_1sam | Iter:362800, Sample:1228800, GPixel:2.77e-03, dT:0.0040, rT:0.3248 +24-08-19 06:05:40.903 : ../models/spf_lut_x4_1sam | Iter:362900, Sample:1230400, GPixel:2.70e-03, dT:0.0040, rT:0.3264 +24-08-19 06:06:21.563 : ../models/spf_lut_x4_1sam | Iter:363000, Sample:1232000, GPixel:2.81e-03, dT:0.0040, rT:0.3262 +24-08-19 06:07:02.156 : ../models/spf_lut_x4_1sam | Iter:363100, Sample:1233600, GPixel:2.64e-03, dT:0.0041, rT:0.3253 +24-08-19 06:07:42.787 : ../models/spf_lut_x4_1sam | Iter:363200, Sample:1235200, GPixel:2.62e-03, dT:0.0041, rT:0.3257 +24-08-19 06:08:23.385 : ../models/spf_lut_x4_1sam | Iter:363300, Sample:1236800, GPixel:2.60e-03, dT:0.0041, rT:0.3254 +24-08-19 06:09:03.977 : ../models/spf_lut_x4_1sam | Iter:363400, Sample:1238400, GPixel:2.61e-03, dT:0.0040, rT:0.3254 +24-08-19 06:09:44.596 : ../models/spf_lut_x4_1sam | Iter:363500, Sample:1240000, GPixel:2.58e-03, dT:0.0041, rT:0.3257 +24-08-19 06:10:25.146 : ../models/spf_lut_x4_1sam | Iter:363600, Sample:1241600, GPixel:2.79e-03, dT:0.0040, rT:0.3249 +24-08-19 06:11:05.739 : ../models/spf_lut_x4_1sam | Iter:363700, Sample:1243200, GPixel:2.61e-03, dT:0.0040, rT:0.3254 +24-08-19 06:11:46.453 : ../models/spf_lut_x4_1sam | Iter:363800, Sample:1244800, GPixel:2.79e-03, dT:0.0040, rT:0.3267 +24-08-19 06:12:27.147 : ../models/spf_lut_x4_1sam | Iter:363900, Sample:1246400, GPixel:2.69e-03, dT:0.0041, rT:0.3263 +24-08-19 06:13:07.665 : ../models/spf_lut_x4_1sam | Iter:364000, Sample:1248000, GPixel:2.78e-03, dT:0.0040, rT:0.3245 +24-08-19 06:13:07.918 : Checkpoint saved 364000 +24-08-19 06:13:09.005 : Iter 364000 | Dataset Set5 | AVG Val PSNR: 30.878842 +24-08-19 06:13:13.304 : Iter 364000 | Dataset Set14 | AVG Val PSNR: 27.823592 +24-08-19 06:13:53.843 : ../models/spf_lut_x4_1sam | Iter:364100, Sample:1249600, GPixel:2.66e-03, dT:0.0040, rT:0.3248 +24-08-19 06:14:34.292 : ../models/spf_lut_x4_1sam | Iter:364200, Sample:1251200, GPixel:2.57e-03, dT:0.0040, rT:0.3239 +24-08-19 06:15:14.803 : ../models/spf_lut_x4_1sam | Iter:364300, Sample:1252800, GPixel:2.69e-03, dT:0.0040, rT:0.3245 +24-08-19 06:15:55.248 : ../models/spf_lut_x4_1sam | Iter:364400, Sample:1254400, GPixel:2.62e-03, dT:0.0040, rT:0.3238 +24-08-19 06:16:35.745 : ../models/spf_lut_x4_1sam | Iter:364500, Sample:1256000, GPixel:2.63e-03, dT:0.0040, rT:0.3244 +24-08-19 06:17:16.229 : ../models/spf_lut_x4_1sam | Iter:364600, Sample:1257600, GPixel:2.60e-03, dT:0.0040, rT:0.3242 +24-08-19 06:17:56.688 : ../models/spf_lut_x4_1sam | Iter:364700, Sample:1259200, GPixel:2.56e-03, dT:0.0040, rT:0.3240 +24-08-19 06:18:37.392 : ../models/spf_lut_x4_1sam | Iter:364800, Sample:1260800, GPixel:2.75e-03, dT:0.0040, rT:0.3264 +24-08-19 06:19:17.940 : ../models/spf_lut_x4_1sam | Iter:364900, Sample:1262400, GPixel:2.69e-03, dT:0.0040, rT:0.3249 +24-08-19 06:19:58.461 : ../models/spf_lut_x4_1sam | Iter:365000, Sample:1264000, GPixel:2.70e-03, dT:0.0040, rT:0.3245 +24-08-19 06:20:38.847 : ../models/spf_lut_x4_1sam | Iter:365100, Sample:1265600, GPixel:2.78e-03, dT:0.0039, rT:0.3232 +24-08-19 06:21:19.244 : ../models/spf_lut_x4_1sam | Iter:365200, Sample:1267200, GPixel:2.72e-03, dT:0.0039, rT:0.3234 +24-08-19 06:21:59.610 : ../models/spf_lut_x4_1sam | Iter:365300, Sample:1268800, GPixel:2.68e-03, dT:0.0039, rT:0.3231 +24-08-19 06:22:40.024 : ../models/spf_lut_x4_1sam | Iter:365400, Sample:1270400, GPixel:2.73e-03, dT:0.0040, rT:0.3234 +24-08-19 06:23:20.435 : ../models/spf_lut_x4_1sam | Iter:365500, Sample:1272000, GPixel:2.65e-03, dT:0.0039, rT:0.3235 +24-08-19 06:24:00.842 : ../models/spf_lut_x4_1sam | Iter:365600, Sample:1273600, GPixel:2.79e-03, dT:0.0039, rT:0.3235 +24-08-19 06:24:41.316 : ../models/spf_lut_x4_1sam | Iter:365700, Sample:1275200, GPixel:2.82e-03, dT:0.0040, rT:0.3241 +24-08-19 06:25:21.793 : ../models/spf_lut_x4_1sam | Iter:365800, Sample:1276800, GPixel:2.66e-03, dT:0.0040, rT:0.3242 +24-08-19 06:26:02.312 : ../models/spf_lut_x4_1sam | Iter:365900, Sample:1278400, GPixel:2.65e-03, dT:0.0040, rT:0.3245 +24-08-19 06:26:42.830 : ../models/spf_lut_x4_1sam | Iter:366000, Sample:1280000, GPixel:2.89e-03, dT:0.0041, rT:0.3245 +24-08-19 06:26:42.939 : Checkpoint saved 366000 +24-08-19 06:26:44.019 : Iter 366000 | Dataset Set5 | AVG Val PSNR: 31.093380 +24-08-19 06:26:48.285 : Iter 366000 | Dataset Set14 | AVG Val PSNR: 27.947551 +24-08-19 06:27:28.811 : ../models/spf_lut_x4_1sam | Iter:366100, Sample:1281600, GPixel:2.85e-03, dT:0.0040, rT:0.3247 +24-08-19 06:28:09.361 : ../models/spf_lut_x4_1sam | Iter:366200, Sample:1283200, GPixel:2.81e-03, dT:0.0041, rT:0.3249 +24-08-19 06:28:49.910 : ../models/spf_lut_x4_1sam | Iter:366300, Sample:1284800, GPixel:2.59e-03, dT:0.0040, rT:0.3248 +24-08-19 06:29:30.404 : ../models/spf_lut_x4_1sam | Iter:366400, Sample:1286400, GPixel:2.82e-03, dT:0.0040, rT:0.3244 +24-08-19 06:30:10.932 : ../models/spf_lut_x4_1sam | Iter:366500, Sample:1288000, GPixel:2.70e-03, dT:0.0040, rT:0.3247 +24-08-19 06:30:51.368 : ../models/spf_lut_x4_1sam | Iter:366600, Sample:1289600, GPixel:2.57e-03, dT:0.0040, rT:0.3238 +24-08-19 06:31:31.867 : ../models/spf_lut_x4_1sam | Iter:366700, Sample:1291200, GPixel:2.92e-03, dT:0.0040, rT:0.3244 +24-08-19 06:32:12.313 : ../models/spf_lut_x4_1sam | Iter:366800, Sample:1292800, GPixel:2.69e-03, dT:0.0039, rT:0.3239 +24-08-19 06:32:52.805 : ../models/spf_lut_x4_1sam | Iter:366900, Sample:1294400, GPixel:2.48e-03, dT:0.0040, rT:0.3243 +24-08-19 06:33:33.270 : ../models/spf_lut_x4_1sam | Iter:367000, Sample:1296000, GPixel:2.58e-03, dT:0.0040, rT:0.3241 +24-08-19 06:34:13.909 : ../models/spf_lut_x4_1sam | Iter:367100, Sample:1297600, GPixel:2.78e-03, dT:0.0040, rT:0.3262 +24-08-19 06:34:54.330 : ../models/spf_lut_x4_1sam | Iter:367200, Sample:1299200, GPixel:2.84e-03, dT:0.0039, rT:0.3236 +24-08-19 06:35:34.819 : ../models/spf_lut_x4_1sam | Iter:367300, Sample:1300800, GPixel:2.63e-03, dT:0.0040, rT:0.3243 +24-08-19 06:36:15.308 : ../models/spf_lut_x4_1sam | Iter:367400, Sample:1302400, GPixel:2.62e-03, dT:0.0040, rT:0.3242 +24-08-19 06:36:55.751 : ../models/spf_lut_x4_1sam | Iter:367500, Sample:1304000, GPixel:2.80e-03, dT:0.0040, rT:0.3239 +24-08-19 06:37:36.223 : ../models/spf_lut_x4_1sam | Iter:367600, Sample:1305600, GPixel:2.64e-03, dT:0.0039, rT:0.3242 +24-08-19 06:38:16.691 : ../models/spf_lut_x4_1sam | Iter:367700, Sample:1307200, GPixel:2.82e-03, dT:0.0039, rT:0.3241 +24-08-19 06:38:57.157 : ../models/spf_lut_x4_1sam | Iter:367800, Sample:1308800, GPixel:2.59e-03, dT:0.0040, rT:0.3241 +24-08-19 06:39:37.631 : ../models/spf_lut_x4_1sam | Iter:367900, Sample:1310400, GPixel:2.81e-03, dT:0.0040, rT:0.3240 +24-08-19 06:40:18.087 : ../models/spf_lut_x4_1sam | Iter:368000, Sample:1312000, GPixel:2.59e-03, dT:0.0039, rT:0.3240 +24-08-19 06:40:18.194 : Checkpoint saved 368000 +24-08-19 06:40:19.256 : Iter 368000 | Dataset Set5 | AVG Val PSNR: 31.083897 +24-08-19 06:40:23.524 : Iter 368000 | Dataset Set14 | AVG Val PSNR: 27.946189 +24-08-19 06:41:03.977 : ../models/spf_lut_x4_1sam | Iter:368100, Sample:1313600, GPixel:2.69e-03, dT:0.0040, rT:0.3239 +24-08-19 06:41:44.455 : ../models/spf_lut_x4_1sam | Iter:368200, Sample:1315200, GPixel:2.75e-03, dT:0.0040, rT:0.3242 +24-08-19 06:42:24.883 : ../models/spf_lut_x4_1sam | Iter:368300, Sample:1316800, GPixel:2.73e-03, dT:0.0040, rT:0.3237 +24-08-19 06:43:05.305 : ../models/spf_lut_x4_1sam | Iter:368400, Sample:1318400, GPixel:2.61e-03, dT:0.0040, rT:0.3236 +24-08-19 06:43:45.835 : ../models/spf_lut_x4_1sam | Iter:368500, Sample:1320000, GPixel:2.76e-03, dT:0.0040, rT:0.3248 +24-08-19 06:44:26.435 : ../models/spf_lut_x4_1sam | Iter:368600, Sample:1321600, GPixel:2.74e-03, dT:0.0040, rT:0.3255 +24-08-19 06:45:06.898 : ../models/spf_lut_x4_1sam | Iter:368700, Sample:1323200, GPixel:2.80e-03, dT:0.0040, rT:0.3241 +24-08-19 06:45:47.396 : ../models/spf_lut_x4_1sam | Iter:368800, Sample:1324800, GPixel:2.64e-03, dT:0.0041, rT:0.3244 +24-08-19 06:46:27.855 : ../models/spf_lut_x4_1sam | Iter:368900, Sample:1326400, GPixel:2.83e-03, dT:0.0040, rT:0.3239 +24-08-19 06:47:08.356 : ../models/spf_lut_x4_1sam | Iter:369000, Sample:1328000, GPixel:2.76e-03, dT:0.0040, rT:0.3245 +24-08-19 06:47:48.832 : ../models/spf_lut_x4_1sam | Iter:369100, Sample:1329600, GPixel:2.77e-03, dT:0.0039, rT:0.3243 +24-08-19 06:48:29.290 : ../models/spf_lut_x4_1sam | Iter:369200, Sample:1331200, GPixel:2.65e-03, dT:0.0040, rT:0.3240 +24-08-19 06:49:09.989 : ../models/spf_lut_x4_1sam | Iter:369300, Sample:1332800, GPixel:2.80e-03, dT:0.0040, rT:0.3265 +24-08-19 06:49:50.493 : ../models/spf_lut_x4_1sam | Iter:369400, Sample:1334400, GPixel:2.51e-03, dT:0.0040, rT:0.3244 +24-08-19 06:50:30.935 : ../models/spf_lut_x4_1sam | Iter:369500, Sample:1336000, GPixel:2.79e-03, dT:0.0041, rT:0.3237 +24-08-19 06:51:11.449 : ../models/spf_lut_x4_1sam | Iter:369600, Sample:1337600, GPixel:2.69e-03, dT:0.0041, rT:0.3246 +24-08-19 06:51:51.947 : ../models/spf_lut_x4_1sam | Iter:369700, Sample:1339200, GPixel:2.86e-03, dT:0.0040, rT:0.3244 +24-08-19 06:52:32.417 : ../models/spf_lut_x4_1sam | Iter:369800, Sample:1340800, GPixel:2.74e-03, dT:0.0040, rT:0.3241 +24-08-19 06:53:12.841 : ../models/spf_lut_x4_1sam | Iter:369900, Sample:1342400, GPixel:2.74e-03, dT:0.0039, rT:0.3238 +24-08-19 06:53:53.239 : ../models/spf_lut_x4_1sam | Iter:370000, Sample:1344000, GPixel:2.64e-03, dT:0.0039, rT:0.3234 +24-08-19 06:53:53.348 : Checkpoint saved 370000 +24-08-19 06:53:54.410 : Iter 370000 | Dataset Set5 | AVG Val PSNR: 31.061700 +24-08-19 06:53:58.635 : Iter 370000 | Dataset Set14 | AVG Val PSNR: 27.913224 +24-08-19 06:54:39.189 : ../models/spf_lut_x4_1sam | Iter:370100, Sample:1345600, GPixel:2.69e-03, dT:0.0040, rT:0.3250 +24-08-19 06:55:19.808 : ../models/spf_lut_x4_1sam | Iter:370200, Sample:1347200, GPixel:2.82e-03, dT:0.0040, rT:0.3256 +24-08-19 06:56:00.372 : ../models/spf_lut_x4_1sam | Iter:370300, Sample:1348800, GPixel:2.91e-03, dT:0.0040, rT:0.3251 +24-08-19 06:56:40.885 : ../models/spf_lut_x4_1sam | Iter:370400, Sample:1350400, GPixel:2.65e-03, dT:0.0040, rT:0.3246 +24-08-19 06:57:21.358 : ../models/spf_lut_x4_1sam | Iter:370500, Sample:1352000, GPixel:2.66e-03, dT:0.0040, rT:0.3242 +24-08-19 06:58:01.813 : ../models/spf_lut_x4_1sam | Iter:370600, Sample:1353600, GPixel:2.79e-03, dT:0.0040, rT:0.3240 +24-08-19 06:58:42.210 : ../models/spf_lut_x4_1sam | Iter:370700, Sample:1355200, GPixel:2.70e-03, dT:0.0039, rT:0.3233 +24-08-19 06:59:22.656 : ../models/spf_lut_x4_1sam | Iter:370800, Sample:1356800, GPixel:2.74e-03, dT:0.0040, rT:0.3239 +24-08-19 07:00:03.155 : ../models/spf_lut_x4_1sam | Iter:370900, Sample:1358400, GPixel:2.64e-03, dT:0.0039, rT:0.3245 +24-08-19 07:00:43.751 : ../models/spf_lut_x4_1sam | Iter:371000, Sample:1360000, GPixel:2.71e-03, dT:0.0040, rT:0.3254 +24-08-19 07:01:24.304 : ../models/spf_lut_x4_1sam | Iter:371100, Sample:1361600, GPixel:2.68e-03, dT:0.0041, rT:0.3249 +24-08-19 07:02:04.929 : ../models/spf_lut_x4_1sam | Iter:371200, Sample:1363200, GPixel:2.83e-03, dT:0.0040, rT:0.3257 +24-08-19 07:02:45.519 : ../models/spf_lut_x4_1sam | Iter:371300, Sample:1364800, GPixel:2.71e-03, dT:0.0040, rT:0.3253 +24-08-19 07:03:26.102 : ../models/spf_lut_x4_1sam | Iter:371400, Sample:1366400, GPixel:2.71e-03, dT:0.0041, rT:0.3253 +24-08-19 07:04:06.709 : ../models/spf_lut_x4_1sam | Iter:371500, Sample:1368000, GPixel:2.59e-03, dT:0.0041, rT:0.3254 +24-08-19 07:04:47.603 : ../models/spf_lut_x4_1sam | Iter:371600, Sample:1369600, GPixel:2.68e-03, dT:0.0042, rT:0.3285 +24-08-19 07:05:28.157 : ../models/spf_lut_x4_1sam | Iter:371700, Sample:1371200, GPixel:2.87e-03, dT:0.0040, rT:0.3250 +24-08-19 07:06:08.678 : ../models/spf_lut_x4_1sam | Iter:371800, Sample:1372800, GPixel:2.66e-03, dT:0.0040, rT:0.3248 +24-08-19 07:06:49.186 : ../models/spf_lut_x4_1sam | Iter:371900, Sample:1374400, GPixel:2.66e-03, dT:0.0040, rT:0.3247 +24-08-19 07:07:29.646 : ../models/spf_lut_x4_1sam | Iter:372000, Sample:1376000, GPixel:2.94e-03, dT:0.0040, rT:0.3240 +24-08-19 07:07:29.752 : Checkpoint saved 372000 +24-08-19 07:07:30.811 : Iter 372000 | Dataset Set5 | AVG Val PSNR: 31.014452 +24-08-19 07:07:35.103 : Iter 372000 | Dataset Set14 | AVG Val PSNR: 27.886268 +24-08-19 07:08:15.540 : ../models/spf_lut_x4_1sam | Iter:372100, Sample:1377600, GPixel:2.78e-03, dT:0.0041, rT:0.3240 +24-08-19 07:08:55.864 : ../models/spf_lut_x4_1sam | Iter:372200, Sample:1379200, GPixel:2.80e-03, dT:0.0040, rT:0.3230 +24-08-19 07:09:36.215 : ../models/spf_lut_x4_1sam | Iter:372300, Sample:1380800, GPixel:2.64e-03, dT:0.0039, rT:0.3232 +24-08-19 07:10:16.693 : ../models/spf_lut_x4_1sam | Iter:372400, Sample:1382400, GPixel:2.74e-03, dT:0.0040, rT:0.3242 +24-08-19 07:10:57.201 : ../models/spf_lut_x4_1sam | Iter:372500, Sample:1384000, GPixel:2.70e-03, dT:0.0040, rT:0.3245 +24-08-19 07:11:37.603 : ../models/spf_lut_x4_1sam | Iter:372600, Sample:1385600, GPixel:2.73e-03, dT:0.0039, rT:0.3234 +24-08-19 07:12:18.073 : ../models/spf_lut_x4_1sam | Iter:372700, Sample:1387200, GPixel:2.66e-03, dT:0.0040, rT:0.3240 +24-08-19 07:12:58.668 : ../models/spf_lut_x4_1sam | Iter:372800, Sample:1388800, GPixel:2.71e-03, dT:0.0040, rT:0.3256 +24-08-19 07:13:39.043 : ../models/spf_lut_x4_1sam | Iter:372900, Sample:1390400, GPixel:2.98e-03, dT:0.0039, rT:0.3230 +24-08-19 07:14:19.513 : ../models/spf_lut_x4_1sam | Iter:373000, Sample:1392000, GPixel:2.84e-03, dT:0.0039, rT:0.3242 +24-08-19 07:14:59.923 : ../models/spf_lut_x4_1sam | Iter:373100, Sample:1393600, GPixel:2.74e-03, dT:0.0040, rT:0.3234 +24-08-19 07:15:40.466 : ../models/spf_lut_x4_1sam | Iter:373200, Sample:1395200, GPixel:2.75e-03, dT:0.0040, rT:0.3249 +24-08-19 07:16:20.955 : ../models/spf_lut_x4_1sam | Iter:373300, Sample:1396800, GPixel:2.58e-03, dT:0.0040, rT:0.3242 +24-08-19 07:17:01.459 : ../models/spf_lut_x4_1sam | Iter:373400, Sample:1398400, GPixel:2.70e-03, dT:0.0040, rT:0.3245 +24-08-19 07:17:41.966 : ../models/spf_lut_x4_1sam | Iter:373500, Sample:1400000, GPixel:2.85e-03, dT:0.0040, rT:0.3245 +24-08-19 07:18:22.398 : ../models/spf_lut_x4_1sam | Iter:373600, Sample:1401600, GPixel:2.75e-03, dT:0.0040, rT:0.3237 +24-08-19 07:19:02.908 : ../models/spf_lut_x4_1sam | Iter:373700, Sample:1403200, GPixel:2.87e-03, dT:0.0040, rT:0.3244 +24-08-19 07:19:43.557 : ../models/spf_lut_x4_1sam | Iter:373800, Sample:1404800, GPixel:2.75e-03, dT:0.0040, rT:0.3260 +24-08-19 07:20:24.008 : ../models/spf_lut_x4_1sam | Iter:373900, Sample:1406400, GPixel:2.71e-03, dT:0.0039, rT:0.3240 +24-08-19 07:21:04.437 : ../models/spf_lut_x4_1sam | Iter:374000, Sample:1408000, GPixel:2.81e-03, dT:0.0040, rT:0.3238 +24-08-19 07:21:04.544 : Checkpoint saved 374000 +24-08-19 07:21:05.594 : Iter 374000 | Dataset Set5 | AVG Val PSNR: 31.110144 +24-08-19 07:21:09.777 : Iter 374000 | Dataset Set14 | AVG Val PSNR: 27.960867 +24-08-19 07:21:50.154 : ../models/spf_lut_x4_1sam | Iter:374100, Sample:1409600, GPixel:2.70e-03, dT:0.0040, rT:0.3235 +24-08-19 07:22:30.596 : ../models/spf_lut_x4_1sam | Iter:374200, Sample:1411200, GPixel:2.47e-03, dT:0.0040, rT:0.3241 +24-08-19 07:23:11.031 : ../models/spf_lut_x4_1sam | Iter:374300, Sample:1412800, GPixel:2.80e-03, dT:0.0039, rT:0.3239 +24-08-19 07:23:51.561 : ../models/spf_lut_x4_1sam | Iter:374400, Sample:1414400, GPixel:2.76e-03, dT:0.0040, rT:0.3248 +24-08-19 07:24:32.019 : ../models/spf_lut_x4_1sam | Iter:374500, Sample:1416000, GPixel:2.79e-03, dT:0.0040, rT:0.3240 +24-08-19 07:25:12.493 : ../models/spf_lut_x4_1sam | Iter:374600, Sample:1417600, GPixel:2.67e-03, dT:0.0039, rT:0.3242 +24-08-19 07:25:53.000 : ../models/spf_lut_x4_1sam | Iter:374700, Sample:1419200, GPixel:2.60e-03, dT:0.0040, rT:0.3245 +24-08-19 07:26:33.527 : ../models/spf_lut_x4_1sam | Iter:374800, Sample:1420800, GPixel:2.65e-03, dT:0.0040, rT:0.3247 +24-08-19 07:27:14.004 : ../models/spf_lut_x4_1sam | Iter:374900, Sample:1422400, GPixel:2.88e-03, dT:0.0040, rT:0.3242 +24-08-19 07:27:54.457 : ../models/spf_lut_x4_1sam | Iter:375000, Sample:1424000, GPixel:2.80e-03, dT:0.0040, rT:0.3240 +24-08-19 07:28:34.915 : ../models/spf_lut_x4_1sam | Iter:375100, Sample:1425600, GPixel:2.83e-03, dT:0.0040, rT:0.3240 +24-08-19 07:29:15.430 : ../models/spf_lut_x4_1sam | Iter:375200, Sample:1427200, GPixel:2.42e-03, dT:0.0040, rT:0.3246 +24-08-19 07:29:55.869 : ../models/spf_lut_x4_1sam | Iter:375300, Sample:1428800, GPixel:2.76e-03, dT:0.0040, rT:0.3238 +24-08-19 07:30:36.323 : ../models/spf_lut_x4_1sam | Iter:375400, Sample:1430400, GPixel:2.74e-03, dT:0.0040, rT:0.3238 +24-08-19 07:31:16.806 : ../models/spf_lut_x4_1sam | Iter:375500, Sample:1432000, GPixel:2.69e-03, dT:0.0041, rT:0.3243 +24-08-19 07:31:57.293 : ../models/spf_lut_x4_1sam | Iter:375600, Sample:1433600, GPixel:2.73e-03, dT:0.0040, rT:0.3243 +24-08-19 07:32:37.838 : ../models/spf_lut_x4_1sam | Iter:375700, Sample:1435200, GPixel:2.67e-03, dT:0.0040, rT:0.3248 +24-08-19 07:33:18.439 : ../models/spf_lut_x4_1sam | Iter:375800, Sample:1436800, GPixel:2.61e-03, dT:0.0040, rT:0.3255 +24-08-19 07:33:59.031 : ../models/spf_lut_x4_1sam | Iter:375900, Sample:1438400, GPixel:2.82e-03, dT:0.0040, rT:0.3253 +24-08-19 07:34:39.582 : ../models/spf_lut_x4_1sam | Iter:376000, Sample:1440000, GPixel:2.73e-03, dT:0.0040, rT:0.3249 +24-08-19 07:34:39.693 : Checkpoint saved 376000 +24-08-19 07:34:40.716 : Iter 376000 | Dataset Set5 | AVG Val PSNR: 31.083601 +24-08-19 07:34:44.926 : Iter 376000 | Dataset Set14 | AVG Val PSNR: 27.944000 +24-08-19 07:35:25.686 : ../models/spf_lut_x4_1sam | Iter:376100, Sample:1441600, GPixel:2.66e-03, dT:0.0041, rT:0.3271 +24-08-19 07:36:06.136 : ../models/spf_lut_x4_1sam | Iter:376200, Sample:1443200, GPixel:2.69e-03, dT:0.0040, rT:0.3239 +24-08-19 07:36:46.698 : ../models/spf_lut_x4_1sam | Iter:376300, Sample:1444800, GPixel:2.70e-03, dT:0.0041, rT:0.3251 +24-08-19 07:37:27.146 : ../models/spf_lut_x4_1sam | Iter:376400, Sample:1446400, GPixel:2.65e-03, dT:0.0040, rT:0.3240 +24-08-19 07:38:07.622 : ../models/spf_lut_x4_1sam | Iter:376500, Sample:1448000, GPixel:2.52e-03, dT:0.0040, rT:0.3242 +24-08-19 07:38:48.112 : ../models/spf_lut_x4_1sam | Iter:376600, Sample:1449600, GPixel:2.58e-03, dT:0.0039, rT:0.3243 +24-08-19 07:39:28.606 : ../models/spf_lut_x4_1sam | Iter:376700, Sample:1451200, GPixel:2.59e-03, dT:0.0040, rT:0.3243 +24-08-19 07:40:09.095 : ../models/spf_lut_x4_1sam | Iter:376800, Sample:1452800, GPixel:2.59e-03, dT:0.0039, rT:0.3243 +24-08-19 07:40:49.620 : ../models/spf_lut_x4_1sam | Iter:376900, Sample:1454400, GPixel:2.88e-03, dT:0.0040, rT:0.3247 +24-08-19 07:41:30.212 : ../models/spf_lut_x4_1sam | Iter:377000, Sample:1456000, GPixel:2.62e-03, dT:0.0040, rT:0.3255 +24-08-19 07:42:10.659 : ../models/spf_lut_x4_1sam | Iter:377100, Sample:1457600, GPixel:2.77e-03, dT:0.0040, rT:0.3238 +24-08-19 07:42:51.137 : ../models/spf_lut_x4_1sam | Iter:377200, Sample:1459200, GPixel:2.58e-03, dT:0.0040, rT:0.3241 +24-08-19 07:43:31.599 : ../models/spf_lut_x4_1sam | Iter:377300, Sample:1460800, GPixel:2.61e-03, dT:0.0039, rT:0.3240 +24-08-19 07:44:12.027 : ../models/spf_lut_x4_1sam | Iter:377400, Sample:1462400, GPixel:2.69e-03, dT:0.0040, rT:0.3236 +24-08-19 07:44:52.487 : ../models/spf_lut_x4_1sam | Iter:377500, Sample:1464000, GPixel:2.65e-03, dT:0.0039, rT:0.3240 +24-08-19 07:45:33.589 : ../models/spf_lut_x4_1sam | Iter:377600, Sample:1465600, GPixel:2.78e-03, dT:0.0040, rT:0.3316 +24-08-19 07:46:14.309 : ../models/spf_lut_x4_1sam | Iter:377700, Sample:1467200, GPixel:2.86e-03, dT:0.0040, rT:0.3273 +24-08-19 07:46:55.290 : ../models/spf_lut_x4_1sam | Iter:377800, Sample:1468800, GPixel:2.65e-03, dT:0.0041, rT:0.3307 +24-08-19 07:47:36.234 : ../models/spf_lut_x4_1sam | Iter:377900, Sample:1470400, GPixel:2.93e-03, dT:0.0040, rT:0.3299 +24-08-19 07:48:17.418 : ../models/spf_lut_x4_1sam | Iter:378000, Sample:1472000, GPixel:2.62e-03, dT:0.0042, rT:0.3325 +24-08-19 07:48:17.527 : Checkpoint saved 378000 +24-08-19 07:48:18.544 : Iter 378000 | Dataset Set5 | AVG Val PSNR: 31.103563 +24-08-19 07:48:22.943 : Iter 378000 | Dataset Set14 | AVG Val PSNR: 27.957994 +24-08-19 07:49:03.967 : ../models/spf_lut_x4_1sam | Iter:378100, Sample:1473600, GPixel:2.59e-03, dT:0.0040, rT:0.3309 +24-08-19 07:49:45.136 : ../models/spf_lut_x4_1sam | Iter:378200, Sample:1475200, GPixel:2.61e-03, dT:0.0042, rT:0.3321 +24-08-19 07:50:26.783 : ../models/spf_lut_x4_1sam | Iter:378300, Sample:1476800, GPixel:2.68e-03, dT:0.0043, rT:0.3376 +24-08-19 07:51:07.918 : ../models/spf_lut_x4_1sam | Iter:378400, Sample:1478400, GPixel:2.53e-03, dT:0.0037, rT:0.3320 +24-08-19 07:51:49.099 : ../models/spf_lut_x4_1sam | Iter:378500, Sample:1480000, GPixel:2.64e-03, dT:0.0037, rT:0.3325 +24-08-19 07:52:30.426 : ../models/spf_lut_x4_1sam | Iter:378600, Sample:1481600, GPixel:2.72e-03, dT:0.0037, rT:0.3340 +24-08-19 07:53:11.619 : ../models/spf_lut_x4_1sam | Iter:378700, Sample:1483200, GPixel:2.61e-03, dT:0.0038, rT:0.3330 +24-08-19 07:53:52.899 : ../models/spf_lut_x4_1sam | Iter:378800, Sample:1484800, GPixel:2.73e-03, dT:0.0037, rT:0.3336 +24-08-19 07:54:34.050 : ../models/spf_lut_x4_1sam | Iter:378900, Sample:1486400, GPixel:2.65e-03, dT:0.0038, rT:0.3326 +24-08-19 07:55:15.553 : ../models/spf_lut_x4_1sam | Iter:379000, Sample:1488000, GPixel:2.64e-03, dT:0.0039, rT:0.3362 +24-08-19 07:55:56.942 : ../models/spf_lut_x4_1sam | Iter:379100, Sample:1489600, GPixel:2.78e-03, dT:0.0038, rT:0.3356 +24-08-19 07:56:38.165 : ../models/spf_lut_x4_1sam | Iter:379200, Sample:1491200, GPixel:2.79e-03, dT:0.0037, rT:0.3331 +24-08-19 07:57:19.388 : ../models/spf_lut_x4_1sam | Iter:379300, Sample:1492800, GPixel:2.69e-03, dT:0.0038, rT:0.3328 +24-08-19 07:58:00.532 : ../models/spf_lut_x4_1sam | Iter:379400, Sample:1494400, GPixel:2.80e-03, dT:0.0038, rT:0.3322 +24-08-19 07:58:41.724 : ../models/spf_lut_x4_1sam | Iter:379500, Sample:1496000, GPixel:2.74e-03, dT:0.0037, rT:0.3327 +24-08-19 07:59:22.765 : ../models/spf_lut_x4_1sam | Iter:379600, Sample:1497600, GPixel:2.78e-03, dT:0.0036, rT:0.3313 +24-08-19 08:00:03.867 : ../models/spf_lut_x4_1sam | Iter:379700, Sample:1499200, GPixel:2.70e-03, dT:0.0036, rT:0.3316 +24-08-19 08:00:45.118 : ../models/spf_lut_x4_1sam | Iter:379800, Sample:1500800, GPixel:2.58e-03, dT:0.0038, rT:0.3334 +24-08-19 08:01:26.196 : ../models/spf_lut_x4_1sam | Iter:379900, Sample:1502400, GPixel:2.58e-03, dT:0.0037, rT:0.3312 +24-08-19 08:02:07.262 : ../models/spf_lut_x4_1sam | Iter:380000, Sample:1504000, GPixel:2.85e-03, dT:0.0036, rT:0.3313 +24-08-19 08:02:07.373 : Checkpoint saved 380000 +24-08-19 08:02:08.503 : Iter 380000 | Dataset Set5 | AVG Val PSNR: 31.057249 +24-08-19 08:02:13.094 : Iter 380000 | Dataset Set14 | AVG Val PSNR: 27.927675 +24-08-19 08:02:54.135 : ../models/spf_lut_x4_1sam | Iter:380100, Sample:1505600, GPixel:2.66e-03, dT:0.0037, rT:0.3310 +24-08-19 08:03:35.475 : ../models/spf_lut_x4_1sam | Iter:380200, Sample:1507200, GPixel:2.66e-03, dT:0.0037, rT:0.3343 +24-08-19 08:04:16.779 : ../models/spf_lut_x4_1sam | Iter:380300, Sample:1508800, GPixel:2.81e-03, dT:0.0037, rT:0.3339 +24-08-19 08:04:58.150 : ../models/spf_lut_x4_1sam | Iter:380400, Sample:1510400, GPixel:2.80e-03, dT:0.0038, rT:0.3345 +24-08-19 08:05:39.764 : ../models/spf_lut_x4_1sam | Iter:380500, Sample:1512000, GPixel:2.73e-03, dT:0.0041, rT:0.3366 +24-08-19 08:06:20.917 : ../models/spf_lut_x4_1sam | Iter:380600, Sample:1513600, GPixel:2.65e-03, dT:0.0038, rT:0.3323 +24-08-19 08:07:02.009 : ../models/spf_lut_x4_1sam | Iter:380700, Sample:1515200, GPixel:2.79e-03, dT:0.0037, rT:0.3317 +24-08-19 08:07:43.156 : ../models/spf_lut_x4_1sam | Iter:380800, Sample:1516800, GPixel:2.68e-03, dT:0.0037, rT:0.3324 +24-08-19 08:08:24.517 : ../models/spf_lut_x4_1sam | Iter:380900, Sample:1518400, GPixel:2.82e-03, dT:0.0038, rT:0.3344 +24-08-19 08:09:05.887 : ../models/spf_lut_x4_1sam | Iter:381000, Sample:1520000, GPixel:2.73e-03, dT:0.0037, rT:0.3348 +24-08-19 08:09:47.303 : ../models/spf_lut_x4_1sam | Iter:381100, Sample:1521600, GPixel:2.64e-03, dT:0.0039, rT:0.3350 +24-08-19 08:10:28.997 : ../models/spf_lut_x4_1sam | Iter:381200, Sample:1523200, GPixel:2.70e-03, dT:0.0044, rT:0.3372 +24-08-19 08:11:10.020 : ../models/spf_lut_x4_1sam | Iter:381300, Sample:1524800, GPixel:2.63e-03, dT:0.0037, rT:0.3310 +24-08-19 08:11:51.171 : ../models/spf_lut_x4_1sam | Iter:381400, Sample:1526400, GPixel:2.64e-03, dT:0.0039, rT:0.3321 +24-08-19 08:12:32.436 : ../models/spf_lut_x4_1sam | Iter:381500, Sample:1528000, GPixel:2.65e-03, dT:0.0037, rT:0.3332 +24-08-19 08:13:13.739 : ../models/spf_lut_x4_1sam | Iter:381600, Sample:1529600, GPixel:2.78e-03, dT:0.0037, rT:0.3342 +24-08-19 08:13:54.719 : ../models/spf_lut_x4_1sam | Iter:381700, Sample:1531200, GPixel:2.74e-03, dT:0.0037, rT:0.3305 +24-08-19 08:14:36.032 : ../models/spf_lut_x4_1sam | Iter:381800, Sample:1532800, GPixel:2.76e-03, dT:0.0038, rT:0.3343 +24-08-19 08:15:17.254 : ../models/spf_lut_x4_1sam | Iter:381900, Sample:1534400, GPixel:2.70e-03, dT:0.0037, rT:0.3332 +24-08-19 08:15:58.445 : ../models/spf_lut_x4_1sam | Iter:382000, Sample:1536000, GPixel:2.77e-03, dT:0.0038, rT:0.3327 +24-08-19 08:15:58.558 : Checkpoint saved 382000 +24-08-19 08:15:59.692 : Iter 382000 | Dataset Set5 | AVG Val PSNR: 31.103436 +24-08-19 08:16:04.233 : Iter 382000 | Dataset Set14 | AVG Val PSNR: 27.943682 +24-08-19 08:16:45.428 : ../models/spf_lut_x4_1sam | Iter:382100, Sample:1537600, GPixel:2.67e-03, dT:0.0038, rT:0.3328 +24-08-19 08:17:26.704 : ../models/spf_lut_x4_1sam | Iter:382200, Sample:1539200, GPixel:2.68e-03, dT:0.0037, rT:0.3333 +24-08-19 08:18:07.900 : ../models/spf_lut_x4_1sam | Iter:382300, Sample:1540800, GPixel:2.67e-03, dT:0.0037, rT:0.3330 +24-08-19 08:18:49.205 : ../models/spf_lut_x4_1sam | Iter:382400, Sample:1542400, GPixel:2.66e-03, dT:0.0038, rT:0.3337 +24-08-19 08:19:30.437 : ../models/spf_lut_x4_1sam | Iter:382500, Sample:1544000, GPixel:2.77e-03, dT:0.0037, rT:0.3329 +24-08-19 08:20:11.952 : ../models/spf_lut_x4_1sam | Iter:382600, Sample:1545600, GPixel:2.74e-03, dT:0.0038, rT:0.3363 +24-08-19 08:20:53.802 : ../models/spf_lut_x4_1sam | Iter:382700, Sample:1547200, GPixel:2.64e-03, dT:0.0041, rT:0.3398 +24-08-19 08:21:35.030 : ../models/spf_lut_x4_1sam | Iter:382800, Sample:1548800, GPixel:2.83e-03, dT:0.0037, rT:0.3329 +24-08-19 08:22:16.452 : ../models/spf_lut_x4_1sam | Iter:382900, Sample:1550400, GPixel:2.82e-03, dT:0.0037, rT:0.3353 +24-08-19 08:22:57.681 : ../models/spf_lut_x4_1sam | Iter:383000, Sample:1552000, GPixel:2.89e-03, dT:0.0038, rT:0.3332 +24-08-19 08:23:38.837 : ../models/spf_lut_x4_1sam | Iter:383100, Sample:1553600, GPixel:2.44e-03, dT:0.0036, rT:0.3320 +24-08-19 08:24:20.093 : ../models/spf_lut_x4_1sam | Iter:383200, Sample:1555200, GPixel:2.61e-03, dT:0.0037, rT:0.3335 +24-08-19 08:25:01.505 : ../models/spf_lut_x4_1sam | Iter:383300, Sample:1556800, GPixel:2.65e-03, dT:0.0039, rT:0.3347 +24-08-19 08:25:42.861 : ../models/spf_lut_x4_1sam | Iter:383400, Sample:1558400, GPixel:2.57e-03, dT:0.0038, rT:0.3347 +24-08-19 08:26:24.134 : ../models/spf_lut_x4_1sam | Iter:383500, Sample:1560000, GPixel:2.51e-03, dT:0.0038, rT:0.3332 +24-08-19 08:27:05.538 : ../models/spf_lut_x4_1sam | Iter:383600, Sample:1561600, GPixel:2.53e-03, dT:0.0038, rT:0.3346 +24-08-19 08:27:47.065 : ../models/spf_lut_x4_1sam | Iter:383700, Sample:1563200, GPixel:2.74e-03, dT:0.0039, rT:0.3362 +24-08-19 08:28:28.465 : ../models/spf_lut_x4_1sam | Iter:383800, Sample:1564800, GPixel:2.67e-03, dT:0.0037, rT:0.3353 +24-08-19 08:29:09.914 : ../models/spf_lut_x4_1sam | Iter:383900, Sample:1566400, GPixel:2.77e-03, dT:0.0037, rT:0.3361 +24-08-19 08:29:51.213 : ../models/spf_lut_x4_1sam | Iter:384000, Sample:1568000, GPixel:2.65e-03, dT:0.0038, rT:0.3336 +24-08-19 08:29:51.325 : Checkpoint saved 384000 +24-08-19 08:29:52.397 : Iter 384000 | Dataset Set5 | AVG Val PSNR: 31.100838 +24-08-19 08:29:56.865 : Iter 384000 | Dataset Set14 | AVG Val PSNR: 27.943201 +24-08-19 08:30:37.811 : ../models/spf_lut_x4_1sam | Iter:384100, Sample:1569600, GPixel:2.84e-03, dT:0.0039, rT:0.3299 +24-08-19 08:31:18.391 : ../models/spf_lut_x4_1sam | Iter:384200, Sample:1571200, GPixel:2.76e-03, dT:0.0041, rT:0.3258 +24-08-19 08:31:58.697 : ../models/spf_lut_x4_1sam | Iter:384300, Sample:1572800, GPixel:2.80e-03, dT:0.0039, rT:0.3228 +24-08-19 08:32:38.975 : ../models/spf_lut_x4_1sam | Iter:384400, Sample:1574400, GPixel:2.87e-03, dT:0.0039, rT:0.3224 +24-08-19 08:33:19.316 : ../models/spf_lut_x4_1sam | Iter:384500, Sample:1576000, GPixel:2.78e-03, dT:0.0039, rT:0.3229 +24-08-19 08:33:59.657 : ../models/spf_lut_x4_1sam | Iter:384600, Sample:1577600, GPixel:2.89e-03, dT:0.0039, rT:0.3228 +24-08-19 08:34:39.981 : ../models/spf_lut_x4_1sam | Iter:384700, Sample:1579200, GPixel:2.58e-03, dT:0.0039, rT:0.3227 +24-08-19 08:35:20.523 : ../models/spf_lut_x4_1sam | Iter:384800, Sample:1580800, GPixel:2.69e-03, dT:0.0040, rT:0.3249 +24-08-19 08:36:00.875 : ../models/spf_lut_x4_1sam | Iter:384900, Sample:1582400, GPixel:2.73e-03, dT:0.0039, rT:0.3229 +24-08-19 08:36:41.213 : ../models/spf_lut_x4_1sam | Iter:385000, Sample:1584000, GPixel:2.64e-03, dT:0.0039, rT:0.3227 +24-08-19 08:37:21.581 : ../models/spf_lut_x4_1sam | Iter:385100, Sample:1585600, GPixel:2.77e-03, dT:0.0039, rT:0.3229 +24-08-19 08:38:01.904 : ../models/spf_lut_x4_1sam | Iter:385200, Sample:1587200, GPixel:2.75e-03, dT:0.0039, rT:0.3225 +24-08-19 08:38:42.202 : ../models/spf_lut_x4_1sam | Iter:385300, Sample:1588800, GPixel:2.74e-03, dT:0.0038, rT:0.3224 +24-08-19 08:39:22.577 : ../models/spf_lut_x4_1sam | Iter:385400, Sample:1590400, GPixel:2.67e-03, dT:0.0039, rT:0.3233 +24-08-19 08:40:02.938 : ../models/spf_lut_x4_1sam | Iter:385500, Sample:1592000, GPixel:2.72e-03, dT:0.0038, rT:0.3230 +24-08-19 08:40:43.373 : ../models/spf_lut_x4_1sam | Iter:385600, Sample:1593600, GPixel:2.64e-03, dT:0.0039, rT:0.3236 +24-08-19 08:41:23.787 : ../models/spf_lut_x4_1sam | Iter:385700, Sample:1595200, GPixel:2.47e-03, dT:0.0039, rT:0.3234 +24-08-19 08:42:04.215 : ../models/spf_lut_x4_1sam | Iter:385800, Sample:1596800, GPixel:2.66e-03, dT:0.0038, rT:0.3237 +24-08-19 08:42:44.632 : ../models/spf_lut_x4_1sam | Iter:385900, Sample:1598400, GPixel:2.71e-03, dT:0.0039, rT:0.3236 +24-08-19 08:43:25.009 : ../models/spf_lut_x4_1sam | Iter:386000, Sample:1600000, GPixel:2.66e-03, dT:0.0039, rT:0.3231 +24-08-19 08:43:25.119 : Checkpoint saved 386000 +24-08-19 08:43:26.186 : Iter 386000 | Dataset Set5 | AVG Val PSNR: 31.095218 +24-08-19 08:43:30.458 : Iter 386000 | Dataset Set14 | AVG Val PSNR: 27.947461 +24-08-19 08:44:10.852 : ../models/spf_lut_x4_1sam | Iter:386100, Sample:1601600, GPixel:2.82e-03, dT:0.0039, rT:0.3233 +24-08-19 08:44:51.250 : ../models/spf_lut_x4_1sam | Iter:386200, Sample:1603200, GPixel:2.44e-03, dT:0.0039, rT:0.3233 +24-08-19 08:45:31.598 : ../models/spf_lut_x4_1sam | Iter:386300, Sample:1604800, GPixel:2.88e-03, dT:0.0039, rT:0.3229 +24-08-19 08:46:11.933 : ../models/spf_lut_x4_1sam | Iter:386400, Sample:1606400, GPixel:2.68e-03, dT:0.0038, rT:0.3227 +24-08-19 08:46:52.343 : ../models/spf_lut_x4_1sam | Iter:386500, Sample:1608000, GPixel:2.79e-03, dT:0.0039, rT:0.3234 +24-08-19 08:47:32.727 : ../models/spf_lut_x4_1sam | Iter:386600, Sample:1609600, GPixel:2.73e-03, dT:0.0038, rT:0.3232 +24-08-19 08:48:13.094 : ../models/spf_lut_x4_1sam | Iter:386700, Sample:1611200, GPixel:2.76e-03, dT:0.0038, rT:0.3230 +24-08-19 08:48:53.525 : ../models/spf_lut_x4_1sam | Iter:386800, Sample:1612800, GPixel:2.75e-03, dT:0.0039, rT:0.3236 +24-08-19 08:49:33.980 : ../models/spf_lut_x4_1sam | Iter:386900, Sample:1614400, GPixel:2.62e-03, dT:0.0039, rT:0.3240 +24-08-19 08:50:14.318 : ../models/spf_lut_x4_1sam | Iter:387000, Sample:1616000, GPixel:2.57e-03, dT:0.0038, rT:0.3228 +24-08-19 08:50:54.953 : ../models/spf_lut_x4_1sam | Iter:387100, Sample:1617600, GPixel:2.77e-03, dT:0.0040, rT:0.3258 +24-08-19 08:51:35.311 : ../models/spf_lut_x4_1sam | Iter:387200, Sample:1619200, GPixel:2.77e-03, dT:0.0039, rT:0.3229 +24-08-19 08:52:15.765 : ../models/spf_lut_x4_1sam | Iter:387300, Sample:1620800, GPixel:2.79e-03, dT:0.0039, rT:0.3239 +24-08-19 08:52:56.098 : ../models/spf_lut_x4_1sam | Iter:387400, Sample:1622400, GPixel:2.66e-03, dT:0.0039, rT:0.3226 +24-08-19 08:53:36.523 : ../models/spf_lut_x4_1sam | Iter:387500, Sample:1624000, GPixel:2.91e-03, dT:0.0039, rT:0.3235 +24-08-19 08:54:16.866 : ../models/spf_lut_x4_1sam | Iter:387600, Sample:1625600, GPixel:2.55e-03, dT:0.0039, rT:0.3228 +24-08-19 08:54:57.236 : ../models/spf_lut_x4_1sam | Iter:387700, Sample:1627200, GPixel:2.52e-03, dT:0.0039, rT:0.3230 +24-08-19 08:55:37.575 : ../models/spf_lut_x4_1sam | Iter:387800, Sample:1628800, GPixel:2.80e-03, dT:0.0038, rT:0.3228 +24-08-19 08:56:18.029 : ../models/spf_lut_x4_1sam | Iter:387900, Sample:1630400, GPixel:2.64e-03, dT:0.0038, rT:0.3240 +24-08-19 08:56:58.429 : ../models/spf_lut_x4_1sam | Iter:388000, Sample:1632000, GPixel:2.70e-03, dT:0.0039, rT:0.3234 +24-08-19 08:56:58.539 : Checkpoint saved 388000 +24-08-19 08:56:59.658 : Iter 388000 | Dataset Set5 | AVG Val PSNR: 31.059078 +24-08-19 08:57:04.080 : Iter 388000 | Dataset Set14 | AVG Val PSNR: 27.928368 +24-08-19 08:57:44.465 : ../models/spf_lut_x4_1sam | Iter:388100, Sample:1633600, GPixel:2.64e-03, dT:0.0039, rT:0.3232 +24-08-19 08:58:24.836 : ../models/spf_lut_x4_1sam | Iter:388200, Sample:1635200, GPixel:2.80e-03, dT:0.0039, rT:0.3230 +24-08-19 08:59:05.182 : ../models/spf_lut_x4_1sam | Iter:388300, Sample:1636800, GPixel:2.66e-03, dT:0.0038, rT:0.3228 +24-08-19 08:59:45.516 : ../models/spf_lut_x4_1sam | Iter:388400, Sample:1638400, GPixel:2.66e-03, dT:0.0039, rT:0.3227 +24-08-19 09:00:25.861 : ../models/spf_lut_x4_1sam | Iter:388500, Sample:1640000, GPixel:2.69e-03, dT:0.0039, rT:0.3228 +24-08-19 09:01:06.310 : ../models/spf_lut_x4_1sam | Iter:388600, Sample:1641600, GPixel:2.61e-03, dT:0.0039, rT:0.3238 +24-08-19 09:01:46.677 : ../models/spf_lut_x4_1sam | Iter:388700, Sample:1643200, GPixel:2.55e-03, dT:0.0039, rT:0.3231 +24-08-19 09:02:27.022 : ../models/spf_lut_x4_1sam | Iter:388800, Sample:1644800, GPixel:2.58e-03, dT:0.0039, rT:0.3227 +24-08-19 09:03:07.482 : ../models/spf_lut_x4_1sam | Iter:388900, Sample:1646400, GPixel:2.88e-03, dT:0.0039, rT:0.3239 +24-08-19 09:03:47.875 : ../models/spf_lut_x4_1sam | Iter:389000, Sample:1648000, GPixel:2.93e-03, dT:0.0038, rT:0.3232 +24-08-19 09:04:28.292 : ../models/spf_lut_x4_1sam | Iter:389100, Sample:1649600, GPixel:2.69e-03, dT:0.0039, rT:0.3235 +24-08-19 09:05:08.655 : ../models/spf_lut_x4_1sam | Iter:389200, Sample:1651200, GPixel:2.69e-03, dT:0.0038, rT:0.3231 +24-08-19 09:05:49.239 : ../models/spf_lut_x4_1sam | Iter:389300, Sample:1652800, GPixel:2.81e-03, dT:0.0039, rT:0.3252 +24-08-19 09:06:29.883 : ../models/spf_lut_x4_1sam | Iter:389400, Sample:1654400, GPixel:2.74e-03, dT:0.0041, rT:0.3257 +24-08-19 09:07:10.276 : ../models/spf_lut_x4_1sam | Iter:389500, Sample:1656000, GPixel:2.78e-03, dT:0.0039, rT:0.3232 +24-08-19 09:07:50.689 : ../models/spf_lut_x4_1sam | Iter:389600, Sample:1657600, GPixel:2.68e-03, dT:0.0039, rT:0.3234 +24-08-19 09:08:31.185 : ../models/spf_lut_x4_1sam | Iter:389700, Sample:1659200, GPixel:2.78e-03, dT:0.0039, rT:0.3243 +24-08-19 09:09:11.583 : ../models/spf_lut_x4_1sam | Iter:389800, Sample:1660800, GPixel:2.52e-03, dT:0.0039, rT:0.3233 +24-08-19 09:09:51.964 : ../models/spf_lut_x4_1sam | Iter:389900, Sample:1662400, GPixel:2.83e-03, dT:0.0039, rT:0.3231 +24-08-19 09:10:32.350 : ../models/spf_lut_x4_1sam | Iter:390000, Sample:1664000, GPixel:2.76e-03, dT:0.0039, rT:0.3231 +24-08-19 09:10:32.458 : Checkpoint saved 390000 +24-08-19 09:10:33.499 : Iter 390000 | Dataset Set5 | AVG Val PSNR: 31.050309 +24-08-19 09:10:37.694 : Iter 390000 | Dataset Set14 | AVG Val PSNR: 27.931760 +24-08-19 09:11:18.096 : ../models/spf_lut_x4_1sam | Iter:390100, Sample:1665600, GPixel:2.71e-03, dT:0.0039, rT:0.3233 +24-08-19 09:11:58.477 : ../models/spf_lut_x4_1sam | Iter:390200, Sample:1667200, GPixel:2.98e-03, dT:0.0039, rT:0.3231 +24-08-19 09:12:38.892 : ../models/spf_lut_x4_1sam | Iter:390300, Sample:1668800, GPixel:2.62e-03, dT:0.0039, rT:0.3234 +24-08-19 09:13:19.243 : ../models/spf_lut_x4_1sam | Iter:390400, Sample:1670400, GPixel:2.83e-03, dT:0.0038, rT:0.3228 +24-08-19 09:13:59.647 : ../models/spf_lut_x4_1sam | Iter:390500, Sample:1672000, GPixel:2.78e-03, dT:0.0038, rT:0.3234 +24-08-19 09:14:40.049 : ../models/spf_lut_x4_1sam | Iter:390600, Sample:1673600, GPixel:2.66e-03, dT:0.0039, rT:0.3233 +24-08-19 09:15:20.547 : ../models/spf_lut_x4_1sam | Iter:390700, Sample:1675200, GPixel:2.78e-03, dT:0.0039, rT:0.3244 +24-08-19 09:16:00.980 : ../models/spf_lut_x4_1sam | Iter:390800, Sample:1676800, GPixel:2.71e-03, dT:0.0039, rT:0.3237 +24-08-19 09:16:41.309 : ../models/spf_lut_x4_1sam | Iter:390900, Sample:1678400, GPixel:2.67e-03, dT:0.0039, rT:0.3226 +24-08-19 09:17:21.608 : ../models/spf_lut_x4_1sam | Iter:391000, Sample:1680000, GPixel:2.68e-03, dT:0.0038, rT:0.3223 +24-08-19 09:18:01.896 : ../models/spf_lut_x4_1sam | Iter:391100, Sample:1681600, GPixel:2.71e-03, dT:0.0038, rT:0.3222 +24-08-19 09:18:42.246 : ../models/spf_lut_x4_1sam | Iter:391200, Sample:1683200, GPixel:2.75e-03, dT:0.0038, rT:0.3228 +24-08-19 09:19:22.664 : ../models/spf_lut_x4_1sam | Iter:391300, Sample:1684800, GPixel:2.73e-03, dT:0.0040, rT:0.3234 +24-08-19 09:20:03.046 : ../models/spf_lut_x4_1sam | Iter:391400, Sample:1686400, GPixel:2.55e-03, dT:0.0039, rT:0.3231 +24-08-19 09:20:43.431 : ../models/spf_lut_x4_1sam | Iter:391500, Sample:1688000, GPixel:2.65e-03, dT:0.0039, rT:0.3232 +24-08-19 09:21:24.112 : ../models/spf_lut_x4_1sam | Iter:391600, Sample:1689600, GPixel:2.88e-03, dT:0.0040, rT:0.3263 +24-08-19 09:22:04.534 : ../models/spf_lut_x4_1sam | Iter:391700, Sample:1691200, GPixel:2.67e-03, dT:0.0039, rT:0.3236 +24-08-19 09:22:44.913 : ../models/spf_lut_x4_1sam | Iter:391800, Sample:1692800, GPixel:2.73e-03, dT:0.0039, rT:0.3231 +24-08-19 09:23:25.318 : ../models/spf_lut_x4_1sam | Iter:391900, Sample:1694400, GPixel:2.64e-03, dT:0.0039, rT:0.3234 +24-08-19 09:24:05.709 : ../models/spf_lut_x4_1sam | Iter:392000, Sample:1696000, GPixel:2.51e-03, dT:0.0039, rT:0.3234 +24-08-19 09:24:05.818 : Checkpoint saved 392000 +24-08-19 09:24:06.840 : Iter 392000 | Dataset Set5 | AVG Val PSNR: 31.065218 +24-08-19 09:24:11.009 : Iter 392000 | Dataset Set14 | AVG Val PSNR: 27.931965 +24-08-19 09:24:51.446 : ../models/spf_lut_x4_1sam | Iter:392100, Sample:1697600, GPixel:2.70e-03, dT:0.0039, rT:0.3238 +24-08-19 09:25:31.812 : ../models/spf_lut_x4_1sam | Iter:392200, Sample:1699200, GPixel:2.68e-03, dT:0.0039, rT:0.3230 +24-08-19 09:26:12.236 : ../models/spf_lut_x4_1sam | Iter:392300, Sample:1700800, GPixel:2.72e-03, dT:0.0039, rT:0.3236 +24-08-19 09:26:52.609 : ../models/spf_lut_x4_1sam | Iter:392400, Sample:1702400, GPixel:2.74e-03, dT:0.0039, rT:0.3229 +24-08-19 09:27:32.920 : ../models/spf_lut_x4_1sam | Iter:392500, Sample:1704000, GPixel:2.77e-03, dT:0.0038, rT:0.3224 +24-08-19 09:28:13.331 : ../models/spf_lut_x4_1sam | Iter:392600, Sample:1705600, GPixel:2.62e-03, dT:0.0039, rT:0.3234 +24-08-19 09:28:53.705 : ../models/spf_lut_x4_1sam | Iter:392700, Sample:1707200, GPixel:2.68e-03, dT:0.0039, rT:0.3229 +24-08-19 09:29:34.169 : ../models/spf_lut_x4_1sam | Iter:392800, Sample:1708800, GPixel:2.78e-03, dT:0.0040, rT:0.3238 +24-08-19 09:30:14.611 : ../models/spf_lut_x4_1sam | Iter:392900, Sample:1710400, GPixel:2.59e-03, dT:0.0039, rT:0.3238 +24-08-19 09:30:55.083 : ../models/spf_lut_x4_1sam | Iter:393000, Sample:1712000, GPixel:2.70e-03, dT:0.0039, rT:0.3240 +24-08-19 09:31:35.472 : ../models/spf_lut_x4_1sam | Iter:393100, Sample:1713600, GPixel:2.67e-03, dT:0.0039, rT:0.3232 +24-08-19 09:32:15.825 : ../models/spf_lut_x4_1sam | Iter:393200, Sample:1715200, GPixel:2.46e-03, dT:0.0039, rT:0.3229 +24-08-19 09:32:56.242 : ../models/spf_lut_x4_1sam | Iter:393300, Sample:1716800, GPixel:2.66e-03, dT:0.0040, rT:0.3234 +24-08-19 09:33:36.580 : ../models/spf_lut_x4_1sam | Iter:393400, Sample:1718400, GPixel:2.70e-03, dT:0.0039, rT:0.3227 +24-08-19 09:34:16.898 : ../models/spf_lut_x4_1sam | Iter:393500, Sample:1720000, GPixel:2.69e-03, dT:0.0038, rT:0.3226 +24-08-19 09:34:57.251 : ../models/spf_lut_x4_1sam | Iter:393600, Sample:1721600, GPixel:2.67e-03, dT:0.0038, rT:0.3229 +24-08-19 09:35:37.559 : ../models/spf_lut_x4_1sam | Iter:393700, Sample:1723200, GPixel:2.64e-03, dT:0.0038, rT:0.3223 +24-08-19 09:36:17.908 : ../models/spf_lut_x4_1sam | Iter:393800, Sample:1724800, GPixel:3.01e-03, dT:0.0039, rT:0.3228 +24-08-19 09:36:58.665 : ../models/spf_lut_x4_1sam | Iter:393900, Sample:1726400, GPixel:2.78e-03, dT:0.0040, rT:0.3273 +24-08-19 09:37:39.025 : ../models/spf_lut_x4_1sam | Iter:394000, Sample:1728000, GPixel:2.68e-03, dT:0.0039, rT:0.3229 +24-08-19 09:37:39.134 : Checkpoint saved 394000 +24-08-19 09:37:40.235 : Iter 394000 | Dataset Set5 | AVG Val PSNR: 31.092338 +24-08-19 09:37:44.452 : Iter 394000 | Dataset Set14 | AVG Val PSNR: 27.955359 +24-08-19 09:38:24.866 : ../models/spf_lut_x4_1sam | Iter:394100, Sample:1729600, GPixel:2.77e-03, dT:0.0039, rT:0.3234 +24-08-19 09:39:05.298 : ../models/spf_lut_x4_1sam | Iter:394200, Sample:1731200, GPixel:2.79e-03, dT:0.0039, rT:0.3237 +24-08-19 09:39:45.655 : ../models/spf_lut_x4_1sam | Iter:394300, Sample:1732800, GPixel:2.66e-03, dT:0.0039, rT:0.3230 +24-08-19 09:40:26.023 : ../models/spf_lut_x4_1sam | Iter:394400, Sample:1734400, GPixel:2.54e-03, dT:0.0038, rT:0.3230 +24-08-19 09:41:06.415 : ../models/spf_lut_x4_1sam | Iter:394500, Sample:1736000, GPixel:2.47e-03, dT:0.0039, rT:0.3232 +24-08-19 09:41:46.833 : ../models/spf_lut_x4_1sam | Iter:394600, Sample:1737600, GPixel:2.63e-03, dT:0.0039, rT:0.3237 +24-08-19 09:42:27.196 : ../models/spf_lut_x4_1sam | Iter:394700, Sample:1739200, GPixel:2.71e-03, dT:0.0039, rT:0.3230 +24-08-19 09:43:07.593 : ../models/spf_lut_x4_1sam | Iter:394800, Sample:1740800, GPixel:2.73e-03, dT:0.0038, rT:0.3233 +24-08-19 09:43:48.007 : ../models/spf_lut_x4_1sam | Iter:394900, Sample:1742400, GPixel:2.82e-03, dT:0.0039, rT:0.3234 +24-08-19 09:44:28.371 : ../models/spf_lut_x4_1sam | Iter:395000, Sample:1744000, GPixel:2.80e-03, dT:0.0039, rT:0.3230 +24-08-19 09:45:08.742 : ../models/spf_lut_x4_1sam | Iter:395100, Sample:1745600, GPixel:2.89e-03, dT:0.0039, rT:0.3230 +24-08-19 09:45:49.225 : ../models/spf_lut_x4_1sam | Iter:395200, Sample:1747200, GPixel:2.73e-03, dT:0.0039, rT:0.3242 +24-08-19 09:46:29.620 : ../models/spf_lut_x4_1sam | Iter:395300, Sample:1748800, GPixel:2.93e-03, dT:0.0039, rT:0.3232 +24-08-19 09:47:09.992 : ../models/spf_lut_x4_1sam | Iter:395400, Sample:1750400, GPixel:2.75e-03, dT:0.0039, rT:0.3231 +24-08-19 09:47:50.325 : ../models/spf_lut_x4_1sam | Iter:395500, Sample:1752000, GPixel:2.49e-03, dT:0.0038, rT:0.3227 +24-08-19 09:48:30.664 : ../models/spf_lut_x4_1sam | Iter:395600, Sample:1753600, GPixel:2.69e-03, dT:0.0039, rT:0.3227 +24-08-19 09:49:11.025 : ../models/spf_lut_x4_1sam | Iter:395700, Sample:1755200, GPixel:2.73e-03, dT:0.0038, rT:0.3230 +24-08-19 09:49:51.415 : ../models/spf_lut_x4_1sam | Iter:395800, Sample:1756800, GPixel:2.86e-03, dT:0.0039, rT:0.3232 +24-08-19 09:50:31.770 : ../models/spf_lut_x4_1sam | Iter:395900, Sample:1758400, GPixel:2.74e-03, dT:0.0038, rT:0.3229 +24-08-19 09:51:12.118 : ../models/spf_lut_x4_1sam | Iter:396000, Sample:1760000, GPixel:2.69e-03, dT:0.0038, rT:0.3229 +24-08-19 09:51:12.225 : Checkpoint saved 396000 +24-08-19 09:51:13.276 : Iter 396000 | Dataset Set5 | AVG Val PSNR: 31.097159 +24-08-19 09:51:17.487 : Iter 396000 | Dataset Set14 | AVG Val PSNR: 27.962720 +24-08-19 09:51:58.239 : ../models/spf_lut_x4_1sam | Iter:396100, Sample:1761600, GPixel:2.69e-03, dT:0.0039, rT:0.3272 +24-08-19 09:52:38.694 : ../models/spf_lut_x4_1sam | Iter:396200, Sample:1763200, GPixel:2.75e-03, dT:0.0040, rT:0.3238 +24-08-19 09:53:19.056 : ../models/spf_lut_x4_1sam | Iter:396300, Sample:1764800, GPixel:2.74e-03, dT:0.0038, rT:0.3230 +24-08-19 09:53:59.429 : ../models/spf_lut_x4_1sam | Iter:396400, Sample:1766400, GPixel:2.59e-03, dT:0.0039, rT:0.3230 +24-08-19 09:54:39.868 : ../models/spf_lut_x4_1sam | Iter:396500, Sample:1768000, GPixel:2.78e-03, dT:0.0038, rT:0.3238 +24-08-19 09:55:20.205 : ../models/spf_lut_x4_1sam | Iter:396600, Sample:1769600, GPixel:2.83e-03, dT:0.0038, rT:0.3228 +24-08-19 09:56:00.533 : ../models/spf_lut_x4_1sam | Iter:396700, Sample:1771200, GPixel:2.62e-03, dT:0.0038, rT:0.3226 +24-08-19 09:56:40.873 : ../models/spf_lut_x4_1sam | Iter:396800, Sample:1772800, GPixel:2.68e-03, dT:0.0038, rT:0.3227 +24-08-19 09:57:21.176 : ../models/spf_lut_x4_1sam | Iter:396900, Sample:1774400, GPixel:2.53e-03, dT:0.0038, rT:0.3223 +24-08-19 09:58:01.494 : ../models/spf_lut_x4_1sam | Iter:397000, Sample:1776000, GPixel:2.83e-03, dT:0.0038, rT:0.3226 +24-08-19 09:58:41.833 : ../models/spf_lut_x4_1sam | Iter:397100, Sample:1777600, GPixel:2.81e-03, dT:0.0039, rT:0.3228 +24-08-19 09:59:22.240 : ../models/spf_lut_x4_1sam | Iter:397200, Sample:1779200, GPixel:2.72e-03, dT:0.0039, rT:0.3233 +24-08-19 10:00:02.603 : ../models/spf_lut_x4_1sam | Iter:397300, Sample:1780800, GPixel:2.70e-03, dT:0.0039, rT:0.3229 +24-08-19 10:00:42.967 : ../models/spf_lut_x4_1sam | Iter:397400, Sample:1782400, GPixel:2.66e-03, dT:0.0039, rT:0.3230 +24-08-19 10:01:23.347 : ../models/spf_lut_x4_1sam | Iter:397500, Sample:1784000, GPixel:2.69e-03, dT:0.0039, rT:0.3232 +24-08-19 10:02:03.732 : ../models/spf_lut_x4_1sam | Iter:397600, Sample:1785600, GPixel:2.77e-03, dT:0.0039, rT:0.3231 +24-08-19 10:02:44.171 : ../models/spf_lut_x4_1sam | Iter:397700, Sample:1787200, GPixel:2.75e-03, dT:0.0039, rT:0.3237 +24-08-19 10:03:24.537 : ../models/spf_lut_x4_1sam | Iter:397800, Sample:1788800, GPixel:2.60e-03, dT:0.0038, rT:0.3230 +24-08-19 10:04:04.873 : ../models/spf_lut_x4_1sam | Iter:397900, Sample:1790400, GPixel:2.67e-03, dT:0.0038, rT:0.3228 +24-08-19 10:04:45.217 : ../models/spf_lut_x4_1sam | Iter:398000, Sample:1792000, GPixel:2.65e-03, dT:0.0039, rT:0.3228 +24-08-19 10:04:45.324 : Checkpoint saved 398000 +24-08-19 10:04:46.428 : Iter 398000 | Dataset Set5 | AVG Val PSNR: 31.081528 +24-08-19 10:04:50.773 : Iter 398000 | Dataset Set14 | AVG Val PSNR: 27.936207 +24-08-19 10:05:31.215 : ../models/spf_lut_x4_1sam | Iter:398100, Sample:1793600, GPixel:2.66e-03, dT:0.0040, rT:0.3240 +24-08-19 10:06:11.601 : ../models/spf_lut_x4_1sam | Iter:398200, Sample:1795200, GPixel:2.69e-03, dT:0.0039, rT:0.3231 +24-08-19 10:06:51.970 : ../models/spf_lut_x4_1sam | Iter:398300, Sample:1796800, GPixel:2.50e-03, dT:0.0038, rT:0.3231 +24-08-19 10:07:32.683 : ../models/spf_lut_x4_1sam | Iter:398400, Sample:1798400, GPixel:2.63e-03, dT:0.0040, rT:0.3265 +24-08-19 10:08:13.076 : ../models/spf_lut_x4_1sam | Iter:398500, Sample:1800000, GPixel:2.87e-03, dT:0.0039, rT:0.3233 +24-08-19 10:08:53.403 : ../models/spf_lut_x4_1sam | Iter:398600, Sample:1801600, GPixel:2.70e-03, dT:0.0039, rT:0.3226 +24-08-19 10:09:33.705 : ../models/spf_lut_x4_1sam | Iter:398700, Sample:1803200, GPixel:2.54e-03, dT:0.0039, rT:0.3224 +24-08-19 10:10:14.009 : ../models/spf_lut_x4_1sam | Iter:398800, Sample:1804800, GPixel:2.63e-03, dT:0.0039, rT:0.3224 +24-08-19 10:10:54.445 : ../models/spf_lut_x4_1sam | Iter:398900, Sample:1806400, GPixel:2.65e-03, dT:0.0039, rT:0.3236 +24-08-19 10:11:34.837 : ../models/spf_lut_x4_1sam | Iter:399000, Sample:1808000, GPixel:2.70e-03, dT:0.0039, rT:0.3232 +24-08-19 10:12:15.288 : ../models/spf_lut_x4_1sam | Iter:399100, Sample:1809600, GPixel:2.71e-03, dT:0.0039, rT:0.3238 +24-08-19 10:12:55.672 : ../models/spf_lut_x4_1sam | Iter:399200, Sample:1811200, GPixel:2.64e-03, dT:0.0039, rT:0.3232 +24-08-19 10:13:36.102 : ../models/spf_lut_x4_1sam | Iter:399300, Sample:1812800, GPixel:2.78e-03, dT:0.0039, rT:0.3237 +24-08-19 10:14:16.521 : ../models/spf_lut_x4_1sam | Iter:399400, Sample:1814400, GPixel:2.67e-03, dT:0.0039, rT:0.3235 +24-08-19 10:14:56.940 : ../models/spf_lut_x4_1sam | Iter:399500, Sample:1816000, GPixel:2.89e-03, dT:0.0039, rT:0.3236 +24-08-19 10:15:37.296 : ../models/spf_lut_x4_1sam | Iter:399600, Sample:1817600, GPixel:2.49e-03, dT:0.0039, rT:0.3230 +24-08-19 10:16:17.669 : ../models/spf_lut_x4_1sam | Iter:399700, Sample:1819200, GPixel:2.73e-03, dT:0.0039, rT:0.3230 +24-08-19 10:16:58.083 : ../models/spf_lut_x4_1sam | Iter:399800, Sample:1820800, GPixel:2.57e-03, dT:0.0039, rT:0.3234 +24-08-19 10:17:38.433 : ../models/spf_lut_x4_1sam | Iter:399900, Sample:1822400, GPixel:2.80e-03, dT:0.0038, rT:0.3229 +24-08-19 10:18:18.815 : ../models/spf_lut_x4_1sam | Iter:400000, Sample:1824000, GPixel:2.65e-03, dT:0.0039, rT:0.3231 +24-08-19 10:18:18.924 : Checkpoint saved 400000 +24-08-19 10:18:20.001 : Iter 400000 | Dataset Set5 | AVG Val PSNR: 31.063096 +24-08-19 10:18:24.204 : Iter 400000 | Dataset Set14 | AVG Val PSNR: 27.939373 +24-08-19 10:18:24.205 : Complete diff --git a/spflut+ours/spf_lut_x4_autosample_res/Model_274000.pth b/spflut+ours/spf_lut_x4_autosample_res/Model_274000.pth new file mode 100644 index 0000000000000000000000000000000000000000..8728c73890b5d9d6908851fe258c2420d48cc369 --- /dev/null +++ b/spflut+ours/spf_lut_x4_autosample_res/Model_274000.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f6def7ac0ea43e5a06802ab79791345718edc57ca01263a8bf7e1ac7b7ca2b8 +size 4621602 diff --git a/spflut+ours/spf_lut_x4_autosample_res/lutft.log b/spflut+ours/spf_lut_x4_autosample_res/lutft.log new file mode 100644 index 0000000000000000000000000000000000000000..295282775437ef59a86b81856058f663d069ab62 --- /dev/null +++ b/spflut+ours/spf_lut_x4_autosample_res/lutft.log @@ -0,0 +1,392 @@ +24-08-16 20:35:35.666 : None +24-08-16 20:38:03.865 : None +24-08-16 20:41:07.850 : None +24-08-16 20:41:59.313 : None +24-08-16 21:00:19.912 : None +24-08-16 21:04:14.512 : None +24-08-16 21:05:45.069 : None +24-08-16 21:10:30.141 : None +24-08-16 21:11:17.158 : None +24-08-16 21:18:31.500 : None +24-08-16 21:19:17.568 : None +24-08-16 21:23:14.171 : None +24-08-16 21:24:47.904 : None +24-08-16 21:30:17.508 : None +24-08-16 21:57:18.481 : None +24-08-16 21:58:10.905 : None +24-08-16 23:05:18.206 : None +24-08-17 09:50:07.157 : None +24-08-17 09:50:23.777 : None +24-08-17 09:59:03.050 : None +24-08-17 09:59:48.384 : None +24-08-17 10:05:34.716 : None +24-08-17 10:13:10.991 : Iter 1 | Dataset Set5 | AVG PSNR: 24.318686, AVG: SSIM: 0.778311 +24-08-17 10:21:34.697 : None +24-08-17 10:24:31.896 : Iter 1 | Dataset Set5 | AVG PSNR: 24.319012, AVG: SSIM: 0.778324 +24-08-17 10:28:15.557 : Iter 1 | Dataset Set14 | AVG PSNR: 23.092881, AVG: SSIM: 0.668295 +24-08-17 12:05:51.533 : ../models/spf_lut_x4_autosample_res/ | Iter: 100, Sample: 3200, GPixel:3.49e-03, dT:0.0200, rT:59.2097 +24-08-17 13:47:06.498 : ../models/spf_lut_x4_autosample_res/ | Iter: 200, Sample: 6400, GPixel:2.77e-03, dT:0.0102, rT:60.7385 +24-08-17 15:22:57.804 : ../models/spf_lut_x4_autosample_res/ | Iter: 300, Sample: 9600, GPixel:2.95e-03, dT:0.0105, rT:57.5017 +24-08-20 11:38:35.343 : None +24-08-20 11:56:08.658 : None +24-08-20 11:56:33.854 : None +24-08-20 11:59:16.570 : Iter 1 | Dataset Set5 | AVG PSNR: 25.746132, AVG: SSIM: 0.803107 +24-08-20 12:03:07.335 : Iter 1 | Dataset Set14 | AVG PSNR: 24.151342, AVG: SSIM: 0.693956 +24-08-20 13:33:10.995 : ../models/spf_lut_x4_autosample_res/ | Iter: 100, Sample: 3200, GPixel:3.12e-03, dT:0.0264, rT:54.5978 +24-08-20 15:03:54.474 : ../models/spf_lut_x4_autosample_res/ | Iter: 200, Sample: 6400, GPixel:2.91e-03, dT:0.0143, rT:54.4194 +24-08-20 16:33:58.796 : ../models/spf_lut_x4_autosample_res/ | Iter: 300, Sample: 9600, GPixel:2.92e-03, dT:0.0129, rT:54.0294 +24-08-20 18:04:21.212 : ../models/spf_lut_x4_autosample_res/ | Iter: 400, Sample: 12800, GPixel:2.80e-03, dT:0.0136, rT:54.2095 +24-08-20 19:34:28.068 : ../models/spf_lut_x4_autosample_res/ | Iter: 500, Sample: 16000, GPixel:2.73e-03, dT:0.0142, rT:54.0532 +24-08-20 21:05:13.742 : ../models/spf_lut_x4_autosample_res/ | Iter: 600, Sample: 19200, GPixel:2.91e-03, dT:0.0150, rT:54.4407 +24-08-20 22:36:45.461 : ../models/spf_lut_x4_autosample_res/ | Iter: 700, Sample: 22400, GPixel:2.78e-03, dT:0.0140, rT:54.9021 +24-08-21 00:15:09.532 : ../models/spf_lut_x4_autosample_res/ | Iter: 800, Sample: 25600, GPixel:2.73e-03, dT:0.0162, rT:59.0233 +24-08-21 01:53:17.472 : ../models/spf_lut_x4_autosample_res/ | Iter: 900, Sample: 28800, GPixel:2.65e-03, dT:0.0160, rT:58.8621 +24-08-21 03:30:38.611 : ../models/spf_lut_x4_autosample_res/ | Iter: 1000, Sample: 32000, GPixel:2.78e-03, dT:0.0154, rT:58.3948 +24-08-21 05:05:44.122 : ../models/spf_lut_x4_autosample_res/ | Iter: 1100, Sample: 35200, GPixel:2.74e-03, dT:0.0154, rT:57.0386 +24-08-21 06:39:58.909 : ../models/spf_lut_x4_autosample_res/ | Iter: 1200, Sample: 38400, GPixel:2.67e-03, dT:0.0142, rT:56.5326 +24-08-21 08:19:46.244 : ../models/spf_lut_x4_autosample_res/ | Iter: 1300, Sample: 41600, GPixel:2.82e-03, dT:0.0171, rT:59.8551 +24-08-21 09:54:23.150 : ../models/spf_lut_x4_autosample_res/ | Iter: 1400, Sample: 44800, GPixel:2.76e-03, dT:0.0150, rT:56.7529 +24-08-21 11:27:46.664 : ../models/spf_lut_x4_autosample_res/ | Iter: 1500, Sample: 48000, GPixel:2.62e-03, dT:0.0160, rT:56.0179 +24-08-21 13:01:02.934 : ../models/spf_lut_x4_autosample_res/ | Iter: 1600, Sample: 51200, GPixel:2.73e-03, dT:0.0154, rT:55.9461 +24-08-21 14:34:12.030 : ../models/spf_lut_x4_autosample_res/ | Iter: 1700, Sample: 54400, GPixel:2.72e-03, dT:0.0162, rT:55.8736 +24-08-21 16:08:29.011 : ../models/spf_lut_x4_autosample_res/ | Iter: 1800, Sample: 57600, GPixel:2.77e-03, dT:0.0144, rT:56.5543 +24-08-21 17:42:02.298 : ../models/spf_lut_x4_autosample_res/ | Iter: 1900, Sample: 60800, GPixel:2.76e-03, dT:0.0146, rT:56.1172 +24-08-21 19:15:48.965 : ../models/spf_lut_x4_autosample_res/ | Iter: 2000, Sample: 64000, GPixel:2.71e-03, dT:0.0154, rT:56.2501 +24-08-21 19:17:10.656 : Iter 2000 | Dataset Set5 | AVG PSNR: 30.978436, AVG: SSIM: 0.874022 +24-08-21 19:21:25.314 : Iter 2000 | Dataset Set14 | AVG PSNR: 27.843584, AVG: SSIM: 0.762081 +24-08-21 20:52:26.463 : ../models/spf_lut_x4_autosample_res/ | Iter: 2100, Sample: 67200, GPixel:2.73e-03, dT:0.0160, rT:54.5944 +24-08-21 22:23:34.682 : ../models/spf_lut_x4_autosample_res/ | Iter: 2200, Sample: 70400, GPixel:2.77e-03, dT:0.0141, rT:54.6668 +24-08-21 23:54:27.627 : ../models/spf_lut_x4_autosample_res/ | Iter: 2300, Sample: 73600, GPixel:2.74e-03, dT:0.0146, rT:54.5138 +24-08-22 01:25:29.277 : ../models/spf_lut_x4_autosample_res/ | Iter: 2400, Sample: 76800, GPixel:2.70e-03, dT:0.0158, rT:54.5995 +24-08-22 02:56:34.986 : ../models/spf_lut_x4_autosample_res/ | Iter: 2500, Sample: 80000, GPixel:2.65e-03, dT:0.0154, rT:54.6406 +24-08-22 04:27:48.104 : ../models/spf_lut_x4_autosample_res/ | Iter: 2600, Sample: 83200, GPixel:2.65e-03, dT:0.0140, rT:54.7162 +24-08-22 05:58:57.228 : ../models/spf_lut_x4_autosample_res/ | Iter: 2700, Sample: 86400, GPixel:2.68e-03, dT:0.0153, rT:54.6747 +24-08-22 07:29:54.969 : ../models/spf_lut_x4_autosample_res/ | Iter: 2800, Sample: 89600, GPixel:2.80e-03, dT:0.0137, rT:54.5626 +24-08-22 09:03:22.389 : ../models/spf_lut_x4_autosample_res/ | Iter: 2900, Sample: 92800, GPixel:2.78e-03, dT:0.0153, rT:56.0578 +24-08-22 10:35:09.820 : ../models/spf_lut_x4_autosample_res/ | Iter: 3000, Sample: 96000, GPixel:2.75e-03, dT:0.0135, rT:55.0597 +24-08-22 12:07:36.084 : ../models/spf_lut_x4_autosample_res/ | Iter: 3100, Sample: 99200, GPixel:2.70e-03, dT:0.0146, rT:55.4469 +24-08-22 13:39:23.256 : ../models/spf_lut_x4_autosample_res/ | Iter: 3200, Sample:102400, GPixel:2.78e-03, dT:0.0169, rT:55.0536 +24-08-22 15:11:12.178 : ../models/spf_lut_x4_autosample_res/ | Iter: 3300, Sample:105600, GPixel:2.81e-03, dT:0.0148, rT:55.0734 +24-08-22 16:43:38.705 : ../models/spf_lut_x4_autosample_res/ | Iter: 3400, Sample:108800, GPixel:2.66e-03, dT:0.0145, rT:55.4497 +24-08-22 18:16:00.574 : ../models/spf_lut_x4_autosample_res/ | Iter: 3500, Sample:112000, GPixel:2.66e-03, dT:0.0171, rT:55.4002 +24-08-22 19:43:00.486 : ../models/spf_lut_x4_autosample_res/ | Iter: 3600, Sample:115200, GPixel:2.83e-03, dT:0.0124, rT:52.1857 +24-08-22 21:09:15.511 : ../models/spf_lut_x4_autosample_res/ | Iter: 3700, Sample:118400, GPixel:2.75e-03, dT:0.0129, rT:51.7364 +24-08-22 22:34:44.082 : ../models/spf_lut_x4_autosample_res/ | Iter: 3800, Sample:121600, GPixel:2.68e-03, dT:0.0140, rT:51.2707 +24-08-23 00:01:06.666 : ../models/spf_lut_x4_autosample_res/ | Iter: 3900, Sample:124800, GPixel:2.67e-03, dT:0.0127, rT:51.8119 +24-08-23 01:27:26.882 : ../models/spf_lut_x4_autosample_res/ | Iter: 4000, Sample:128000, GPixel:2.68e-03, dT:0.0128, rT:51.7883 +24-08-23 01:28:44.920 : Iter 4000 | Dataset Set5 | AVG PSNR: 30.999348, AVG: SSIM: 0.874386 +24-08-23 01:32:36.386 : Iter 4000 | Dataset Set14 | AVG PSNR: 27.863612, AVG: SSIM: 0.762578 +24-08-23 02:58:36.428 : ../models/spf_lut_x4_autosample_res/ | Iter: 4100, Sample:131200, GPixel:2.75e-03, dT:0.0126, rT:51.5869 +24-08-23 04:24:38.603 : 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| Iter: 15600, Sample:499200, GPixel:2.75e-03, dT:0.0143, rT:52.0108 +24-08-30 02:24:27.768 : ../models/spf_lut_x4_autosample_res/ | Iter: 15700, Sample:502400, GPixel:2.60e-03, dT:0.0118, rT:51.6869 +24-08-30 03:50:32.886 : ../models/spf_lut_x4_autosample_res/ | Iter: 15800, Sample:505600, GPixel:2.71e-03, dT:0.0121, rT:51.6381 +24-08-30 05:16:24.785 : ../models/spf_lut_x4_autosample_res/ | Iter: 15900, Sample:508800, GPixel:2.71e-03, dT:0.0131, rT:51.5048 +24-08-30 06:42:20.180 : ../models/spf_lut_x4_autosample_res/ | Iter: 16000, Sample:512000, GPixel:2.62e-03, dT:0.0143, rT:51.5386 +24-08-30 06:43:35.623 : Iter 16000 | Dataset Set5 | AVG PSNR: 31.069381, AVG: SSIM: 0.875920 +24-08-30 06:47:29.051 : Iter 16000 | Dataset Set14 | AVG PSNR: 27.902615, AVG: SSIM: 0.763622 +24-08-30 08:15:27.082 : ../models/spf_lut_x4_autosample_res/ | Iter: 16100, Sample:515200, GPixel:2.62e-03, dT:0.0135, rT:52.7656 +24-08-30 09:42:09.585 : ../models/spf_lut_x4_autosample_res/ | Iter: 16200, 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| Iter: 22000, Sample:704000, GPixel:2.65e-03, dT:0.0128, rT:51.1012 +24-09-02 20:49:18.671 : Iter 22000 | Dataset Set5 | AVG PSNR: 31.070649, AVG: SSIM: 0.875980 +24-09-02 20:53:08.448 : Iter 22000 | Dataset Set14 | AVG PSNR: 27.899728, AVG: SSIM: 0.763714 +24-09-02 22:17:44.855 : ../models/spf_lut_x4_autosample_res/ | Iter: 22100, Sample:707200, GPixel:2.65e-03, dT:0.0126, rT:50.7505 +24-09-02 23:43:08.649 : ../models/spf_lut_x4_autosample_res/ | Iter: 22200, Sample:710400, GPixel:2.66e-03, dT:0.0121, rT:51.2248 +24-09-03 01:08:43.910 : ../models/spf_lut_x4_autosample_res/ | Iter: 22300, Sample:713600, GPixel:2.66e-03, dT:0.0128, rT:51.3388 +24-09-03 02:33:39.964 : ../models/spf_lut_x4_autosample_res/ | Iter: 22400, Sample:716800, GPixel:2.71e-03, dT:0.0129, rT:50.9466 +24-09-03 03:59:17.201 : ../models/spf_lut_x4_autosample_res/ | Iter: 22500, Sample:720000, GPixel:2.86e-03, dT:0.0126, rT:51.3588 +24-09-03 05:24:52.499 : ../models/spf_lut_x4_autosample_res/ | Iter: 22600, 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19:56:26.057 : ../models/spf_lut_x4_autosample_res | Iter: 200, Sample: 6400, GPixel:6.56e-03, dT:0.0045, rT:1.2045 +24-08-07 19:58:33.886 : ../models/spf_lut_x4_autosample_res | Iter: 300, Sample: 9600, GPixel:4.75e-03, dT:0.0044, rT:1.2037 +24-08-07 20:00:41.710 : ../models/spf_lut_x4_autosample_res | Iter: 400, Sample: 12800, GPixel:4.16e-03, dT:0.0041, rT:1.2045 +24-08-07 20:02:49.302 : ../models/spf_lut_x4_autosample_res | Iter: 500, Sample: 16000, GPixel:4.05e-03, dT:0.0039, rT:1.2023 +24-08-07 20:04:56.880 : ../models/spf_lut_x4_autosample_res | Iter: 600, Sample: 19200, GPixel:3.57e-03, dT:0.0038, rT:1.2021 +24-08-07 20:07:04.535 : ../models/spf_lut_x4_autosample_res | Iter: 700, Sample: 22400, GPixel:3.25e-03, dT:0.0038, rT:1.2019 +24-08-07 20:09:12.734 : ../models/spf_lut_x4_autosample_res | Iter: 800, Sample: 25600, GPixel:3.26e-03, dT:0.0044, rT:1.2076 +24-08-07 20:11:20.628 : ../models/spf_lut_x4_autosample_res | Iter: 900, Sample: 28800, GPixel:3.22e-03, dT:0.0047, rT:1.2045 +24-08-07 20:13:28.345 : ../models/spf_lut_x4_autosample_res | Iter: 1000, Sample: 32000, GPixel:3.08e-03, dT:0.0045, rT:1.2028 +24-08-07 20:15:36.183 : ../models/spf_lut_x4_autosample_res | Iter: 1100, Sample: 35200, GPixel:2.96e-03, dT:0.0045, rT:1.2054 +24-08-07 20:17:43.884 : ../models/spf_lut_x4_autosample_res | Iter: 1200, Sample: 38400, GPixel:3.10e-03, dT:0.0041, rT:1.2032 +24-08-07 20:19:51.768 : ../models/spf_lut_x4_autosample_res | Iter: 1300, Sample: 41600, GPixel:3.07e-03, dT:0.0050, rT:1.2041 +24-08-07 20:21:59.634 : ../models/spf_lut_x4_autosample_res | Iter: 1400, Sample: 44800, GPixel:3.12e-03, dT:0.0041, rT:1.2049 +24-08-07 20:24:07.389 : ../models/spf_lut_x4_autosample_res | Iter: 1500, Sample: 48000, GPixel:3.11e-03, dT:0.0044, rT:1.2035 +24-08-07 20:26:15.204 : ../models/spf_lut_x4_autosample_res | Iter: 1600, Sample: 51200, GPixel:3.18e-03, dT:0.0046, rT:1.2039 +24-08-07 20:28:23.215 : ../models/spf_lut_x4_autosample_res | Iter: 1700, Sample: 54400, GPixel:3.56e-03, dT:0.0048, rT:1.2060 +24-08-07 20:30:31.532 : ../models/spf_lut_x4_autosample_res | Iter: 1800, Sample: 57600, GPixel:4.00e-03, dT:0.0048, rT:1.2088 +24-08-07 20:32:39.533 : ../models/spf_lut_x4_autosample_res | Iter: 1900, Sample: 60800, GPixel:2.99e-03, dT:0.0045, rT:1.2058 +24-08-07 20:34:47.200 : ../models/spf_lut_x4_autosample_res | Iter: 2000, Sample: 64000, GPixel:2.97e-03, dT:0.0042, rT:1.2026 +24-08-07 20:34:47.368 : Checkpoint saved 2000 +24-08-07 20:34:50.433 : Iter 2000 | Dataset Set5 | AVG Val PSNR: 29.659704 +24-08-07 20:34:57.860 : Iter 2000 | Dataset Set14 | AVG Val PSNR: 26.896796 +24-08-07 20:37:05.771 : ../models/spf_lut_x4_autosample_res | Iter: 2100, Sample: 67200, GPixel:2.86e-03, dT:0.0041, rT:1.2056 +24-08-07 20:39:13.395 : ../models/spf_lut_x4_autosample_res | Iter: 2200, Sample: 70400, GPixel:3.04e-03, dT:0.0041, rT:1.2028 +24-08-07 20:41:21.351 : ../models/spf_lut_x4_autosample_res | Iter: 2300, Sample: 73600, GPixel:2.98e-03, dT:0.0042, rT:1.2059 +24-08-07 20:43:29.473 : ../models/spf_lut_x4_autosample_res | Iter: 2400, Sample: 76800, GPixel:3.03e-03, dT:0.0045, rT:1.2074 +24-08-07 20:45:37.533 : ../models/spf_lut_x4_autosample_res | Iter: 2500, Sample: 80000, GPixel:2.93e-03, dT:0.0042, rT:1.2069 +24-08-07 20:47:45.176 : ../models/spf_lut_x4_autosample_res | Iter: 2600, Sample: 83200, GPixel:2.99e-03, dT:0.0041, rT:1.2032 +24-08-07 20:49:52.935 : ../models/spf_lut_x4_autosample_res | Iter: 2700, Sample: 86400, GPixel:2.96e-03, dT:0.0042, rT:1.2053 +24-08-07 20:52:00.896 : ../models/spf_lut_x4_autosample_res | Iter: 2800, Sample: 89600, GPixel:3.00e-03, dT:0.0041, rT:1.2062 +24-08-07 20:54:09.236 : ../models/spf_lut_x4_autosample_res | Iter: 2900, Sample: 92800, GPixel:3.01e-03, dT:0.0043, rT:1.2089 +24-08-07 20:56:17.429 : ../models/spf_lut_x4_autosample_res | Iter: 3000, Sample: 96000, GPixel:2.97e-03, dT:0.0038, rT:1.2091 +24-08-07 20:58:25.356 : ../models/spf_lut_x4_autosample_res | Iter: 3100, Sample: 99200, GPixel:2.95e-03, dT:0.0036, rT:1.2049 +24-08-07 21:00:32.886 : ../models/spf_lut_x4_autosample_res | Iter: 3200, Sample:102400, GPixel:2.98e-03, dT:0.0036, rT:1.2018 +24-08-07 21:02:40.472 : ../models/spf_lut_x4_autosample_res | Iter: 3300, Sample:105600, GPixel:2.97e-03, dT:0.0033, rT:1.2025 +24-08-07 21:04:49.006 : ../models/spf_lut_x4_autosample_res | Iter: 3400, Sample:108800, GPixel:2.82e-03, dT:0.0045, rT:1.2113 +24-08-07 21:06:57.465 : ../models/spf_lut_x4_autosample_res | Iter: 3500, Sample:112000, GPixel:2.95e-03, dT:0.0041, rT:1.2113 +24-08-07 21:09:05.722 : ../models/spf_lut_x4_autosample_res | Iter: 3600, Sample:115200, GPixel:3.01e-03, dT:0.0043, rT:1.2086 +24-08-07 21:11:13.895 : ../models/spf_lut_x4_autosample_res | Iter: 3700, Sample:118400, GPixel:2.82e-03, dT:0.0040, rT:1.2091 +24-08-07 21:13:22.112 : ../models/spf_lut_x4_autosample_res | Iter: 3800, Sample:121600, GPixel:2.89e-03, dT:0.0040, rT:1.2090 +24-08-07 21:15:30.416 : ../models/spf_lut_x4_autosample_res | Iter: 3900, Sample:124800, GPixel:3.12e-03, dT:0.0039, rT:1.2097 +24-08-07 21:17:38.674 : ../models/spf_lut_x4_autosample_res | Iter: 4000, Sample:128000, GPixel:3.00e-03, dT:0.0045, rT:1.2088 +24-08-07 21:17:38.847 : Checkpoint saved 4000 +24-08-07 21:17:40.096 : Iter 4000 | Dataset Set5 | AVG Val PSNR: 30.099121 +24-08-07 21:17:45.721 : Iter 4000 | Dataset Set14 | AVG Val PSNR: 27.216950 +24-08-07 21:19:53.523 : ../models/spf_lut_x4_autosample_res | Iter: 4100, Sample:131200, GPixel:2.95e-03, dT:0.0041, rT:1.2040 +24-08-07 21:22:01.189 : ../models/spf_lut_x4_autosample_res | Iter: 4200, Sample:134400, GPixel:2.92e-03, dT:0.0041, rT:1.2029 +24-08-07 21:24:08.956 : ../models/spf_lut_x4_autosample_res | Iter: 4300, Sample:137600, GPixel:2.98e-03, dT:0.0041, rT:1.2053 +24-08-07 21:26:16.581 : ../models/spf_lut_x4_autosample_res | Iter: 4400, Sample:140800, GPixel:2.77e-03, dT:0.0041, rT:1.2030 +24-08-07 21:28:24.766 : ../models/spf_lut_x4_autosample_res | Iter: 4500, Sample:144000, GPixel:2.85e-03, dT:0.0042, rT:1.2087 +24-08-07 21:30:33.006 : ../models/spf_lut_x4_autosample_res | Iter: 4600, Sample:147200, GPixel:3.04e-03, dT:0.0037, rT:1.2101 +24-08-07 21:32:41.333 : ../models/spf_lut_x4_autosample_res | Iter: 4700, Sample:150400, GPixel:3.04e-03, dT:0.0037, rT:1.2115 +24-08-07 21:34:49.462 : ../models/spf_lut_x4_autosample_res | Iter: 4800, Sample:153600, GPixel:3.00e-03, dT:0.0037, rT:1.2100 +24-08-07 21:36:57.592 : ../models/spf_lut_x4_autosample_res | Iter: 4900, Sample:156800, GPixel:2.84e-03, dT:0.0037, rT:1.2096 +24-08-07 21:39:05.703 : ../models/spf_lut_x4_autosample_res | Iter: 5000, Sample:160000, GPixel:3.04e-03, dT:0.0037, rT:1.2091 +24-08-07 21:41:14.052 : ../models/spf_lut_x4_autosample_res | Iter: 5100, Sample:163200, GPixel:2.93e-03, dT:0.0036, rT:1.2118 +24-08-07 21:43:22.185 : ../models/spf_lut_x4_autosample_res | Iter: 5200, Sample:166400, GPixel:2.87e-03, dT:0.0036, rT:1.2079 +24-08-07 21:45:30.430 : ../models/spf_lut_x4_autosample_res | Iter: 5300, Sample:169600, GPixel:3.14e-03, dT:0.0039, rT:1.2117 +24-08-07 21:47:38.541 : ../models/spf_lut_x4_autosample_res | Iter: 5400, Sample:172800, GPixel:2.75e-03, dT:0.0040, rT:1.2091 +24-08-07 21:49:51.080 : ../models/spf_lut_x4_autosample_res | Iter: 5500, Sample:176000, GPixel:2.99e-03, dT:0.0076, rT:1.2479 +24-08-07 21:51:58.793 : ../models/spf_lut_x4_autosample_res | Iter: 5600, Sample:179200, GPixel:2.98e-03, dT:0.0038, rT:1.2022 +24-08-07 21:54:07.135 : ../models/spf_lut_x4_autosample_res | Iter: 5700, Sample:182400, GPixel:2.91e-03, dT:0.0037, rT:1.2087 +24-08-07 21:56:15.417 : ../models/spf_lut_x4_autosample_res | Iter: 5800, Sample:185600, GPixel:2.92e-03, dT:0.0038, rT:1.2096 +24-08-07 21:58:24.980 : ../models/spf_lut_x4_autosample_res | Iter: 5900, Sample:188800, GPixel:2.98e-03, dT:0.0053, rT:1.2233 +24-08-07 22:00:33.178 : ../models/spf_lut_x4_autosample_res | Iter: 6000, Sample:192000, GPixel:2.77e-03, dT:0.0040, rT:1.2086 +24-08-07 22:00:33.353 : Checkpoint saved 6000 +24-08-07 22:00:35.082 : Iter 6000 | Dataset Set5 | AVG Val PSNR: 30.235422 +24-08-07 22:00:41.882 : Iter 6000 | Dataset Set14 | AVG Val PSNR: 27.318294 +24-08-07 22:02:49.995 : ../models/spf_lut_x4_autosample_res | Iter: 6100, Sample:195200, GPixel:3.08e-03, dT:0.0045, rT:1.2073 +24-08-07 22:04:58.247 : ../models/spf_lut_x4_autosample_res | Iter: 6200, Sample:198400, GPixel:2.79e-03, dT:0.0040, rT:1.2083 +24-08-07 22:07:10.943 : ../models/spf_lut_x4_autosample_res | Iter: 6300, Sample:201600, GPixel:2.88e-03, dT:0.0075, rT:1.2492 +24-08-07 22:09:19.203 : ../models/spf_lut_x4_autosample_res | Iter: 6400, Sample:204800, GPixel:2.95e-03, dT:0.0041, rT:1.2089 +24-08-07 22:11:27.536 : ../models/spf_lut_x4_autosample_res | Iter: 6500, Sample:208000, GPixel:2.94e-03, dT:0.0041, rT:1.2103 +24-08-07 22:13:37.263 : ../models/spf_lut_x4_autosample_res | Iter: 6600, Sample:211200, GPixel:2.91e-03, dT:0.0052, rT:1.2222 +24-08-07 22:15:48.031 : ../models/spf_lut_x4_autosample_res | Iter: 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../models/spf_lut_x4_autosample_res | Iter: 7500, Sample:240000, GPixel:3.02e-03, dT:0.0042, rT:1.2118 +24-08-07 22:35:11.261 : ../models/spf_lut_x4_autosample_res | Iter: 7600, Sample:243200, GPixel:2.81e-03, dT:0.0042, rT:1.2097 +24-08-07 22:37:19.849 : ../models/spf_lut_x4_autosample_res | Iter: 7700, Sample:246400, GPixel:2.91e-03, dT:0.0043, rT:1.2123 +24-08-07 22:39:30.272 : ../models/spf_lut_x4_autosample_res | Iter: 7800, Sample:249600, GPixel:2.80e-03, dT:0.0069, rT:1.2292 +24-08-07 22:41:38.281 : ../models/spf_lut_x4_autosample_res | Iter: 7900, Sample:252800, GPixel:2.71e-03, dT:0.0047, rT:1.2058 +24-08-07 22:43:46.469 : ../models/spf_lut_x4_autosample_res | Iter: 8000, Sample:256000, GPixel:2.83e-03, dT:0.0041, rT:1.2091 +24-08-07 22:43:46.611 : Checkpoint saved 8000 +24-08-07 22:43:47.891 : Iter 8000 | Dataset Set5 | AVG Val PSNR: 30.355218 +24-08-07 22:43:53.695 : Iter 8000 | Dataset Set14 | AVG Val PSNR: 27.414094 +24-08-07 22:46:05.747 : ../models/spf_lut_x4_autosample_res | Iter: 8100, Sample:259200, GPixel:2.94e-03, dT:0.0082, rT:1.2426 +24-08-07 22:48:14.039 : ../models/spf_lut_x4_autosample_res | Iter: 8200, Sample:262400, GPixel:3.03e-03, dT:0.0039, rT:1.2079 +24-08-07 22:50:22.154 : ../models/spf_lut_x4_autosample_res | Iter: 8300, Sample:265600, GPixel:2.93e-03, dT:0.0037, rT:1.2084 +24-08-07 22:52:30.199 : ../models/spf_lut_x4_autosample_res | Iter: 8400, Sample:268800, GPixel:2.86e-03, dT:0.0036, rT:1.2090 +24-08-07 22:54:39.906 : ../models/spf_lut_x4_autosample_res | Iter: 8500, Sample:272000, GPixel:2.98e-03, dT:0.0052, rT:1.2229 +24-08-07 22:56:48.055 : ../models/spf_lut_x4_autosample_res | Iter: 8600, Sample:275200, GPixel:2.79e-03, dT:0.0037, rT:1.2093 +24-08-07 22:58:56.555 : ../models/spf_lut_x4_autosample_res | Iter: 8700, Sample:278400, GPixel:2.88e-03, dT:0.0045, rT:1.2123 +24-08-07 23:01:06.383 : ../models/spf_lut_x4_autosample_res | Iter: 8800, Sample:281600, GPixel:2.82e-03, dT:0.0052, rT:1.2234 +24-08-07 23:03:16.541 : ../models/spf_lut_x4_autosample_res | Iter: 8900, Sample:284800, GPixel:2.86e-03, dT:0.0055, rT:1.2279 +24-08-07 23:05:24.336 : ../models/spf_lut_x4_autosample_res | Iter: 9000, Sample:288000, GPixel:2.92e-03, dT:0.0041, rT:1.2056 +24-08-07 23:07:32.171 : ../models/spf_lut_x4_autosample_res | Iter: 9100, Sample:291200, GPixel:2.88e-03, dT:0.0042, rT:1.2052 +24-08-07 23:09:44.237 : ../models/spf_lut_x4_autosample_res | Iter: 9200, Sample:294400, GPixel:2.86e-03, dT:0.0071, rT:1.2443 +24-08-07 23:11:52.070 : ../models/spf_lut_x4_autosample_res | Iter: 9300, Sample:297600, GPixel:2.80e-03, dT:0.0044, rT:1.2045 +24-08-07 23:13:59.905 : ../models/spf_lut_x4_autosample_res | Iter: 9400, Sample:300800, GPixel:2.87e-03, dT:0.0045, rT:1.2052 +24-08-07 23:16:07.737 : ../models/spf_lut_x4_autosample_res | Iter: 9500, Sample:304000, GPixel:2.86e-03, dT:0.0045, rT:1.2040 +24-08-07 23:18:20.241 : ../models/spf_lut_x4_autosample_res | Iter: 9600, Sample:307200, 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rT:1.2056 +24-08-08 01:36:04.316 : Checkpoint saved 16000 +24-08-08 01:36:05.420 : Iter 16000 | Dataset Set5 | AVG Val PSNR: 30.685486 +24-08-08 01:36:09.905 : Iter 16000 | Dataset Set14 | AVG Val PSNR: 27.675065 +24-08-08 01:38:18.511 : ../models/spf_lut_x4_autosample_res | Iter: 16100, Sample:515200, GPixel:2.81e-03, dT:0.0052, rT:1.2118 +24-08-08 01:40:29.948 : ../models/spf_lut_x4_autosample_res | Iter: 16200, Sample:518400, GPixel:2.69e-03, dT:0.0073, rT:1.2375 +24-08-08 01:42:37.539 : ../models/spf_lut_x4_autosample_res | Iter: 16300, Sample:521600, GPixel:2.76e-03, dT:0.0037, rT:1.2042 +24-08-08 01:44:45.108 : ../models/spf_lut_x4_autosample_res | Iter: 16400, Sample:524800, GPixel:2.78e-03, dT:0.0037, rT:1.2047 +24-08-08 01:46:54.561 : ../models/spf_lut_x4_autosample_res | Iter: 16500, Sample:528000, GPixel:2.75e-03, dT:0.0052, rT:1.2209 +24-08-08 01:49:02.389 : ../models/spf_lut_x4_autosample_res | Iter: 16600, Sample:531200, GPixel:2.84e-03, dT:0.0038, rT:1.2060 +24-08-08 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+24-08-08 06:41:56.291 : ../models/spf_lut_x4_autosample_res | Iter: 30200, Sample:966400, GPixel:2.64e-03, dT:0.0043, rT:1.2054 +24-08-08 06:44:04.860 : ../models/spf_lut_x4_autosample_res | Iter: 30300, Sample:969600, GPixel:2.82e-03, dT:0.0044, rT:1.2113 +24-08-08 06:46:15.681 : ../models/spf_lut_x4_autosample_res | Iter: 30400, Sample:972800, GPixel:2.87e-03, dT:0.0071, rT:1.2316 +24-08-08 06:48:23.378 : ../models/spf_lut_x4_autosample_res | Iter: 30500, Sample:976000, GPixel:2.72e-03, dT:0.0044, rT:1.2027 +24-08-08 06:50:30.993 : ../models/spf_lut_x4_autosample_res | Iter: 30600, Sample:979200, GPixel:2.74e-03, dT:0.0040, rT:1.2004 +24-08-08 06:52:42.745 : ../models/spf_lut_x4_autosample_res | Iter: 30700, Sample:982400, GPixel:2.82e-03, dT:0.0075, rT:1.2391 +24-08-08 06:54:50.604 : ../models/spf_lut_x4_autosample_res | Iter: 30800, Sample:985600, GPixel:2.69e-03, dT:0.0045, rT:1.2032 +24-08-08 06:56:58.266 : ../models/spf_lut_x4_autosample_res | Iter: 30900, Sample:988800, 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saved 38000 +24-08-08 09:29:39.059 : Iter 38000 | Dataset Set5 | AVG Val PSNR: 30.946378 +24-08-08 09:29:43.537 : Iter 38000 | Dataset Set14 | AVG Val PSNR: 27.875601 +24-08-08 09:31:51.211 : ../models/spf_lut_x4_autosample_res | Iter: 38100, Sample:1219200, GPixel:2.89e-03, dT:0.0043, rT:1.2032 +24-08-08 09:33:59.075 : ../models/spf_lut_x4_autosample_res | Iter: 38200, Sample:1222400, GPixel:2.84e-03, dT:0.0044, rT:1.2053 +24-08-08 09:36:08.144 : ../models/spf_lut_x4_autosample_res | Iter: 38300, Sample:1225600, GPixel:2.80e-03, dT:0.0054, rT:1.2146 +24-08-08 09:38:18.363 : ../models/spf_lut_x4_autosample_res | Iter: 38400, Sample:1228800, GPixel:2.80e-03, dT:0.0068, rT:1.2240 +24-08-08 09:40:26.080 : ../models/spf_lut_x4_autosample_res | Iter: 38500, Sample:1232000, GPixel:2.73e-03, dT:0.0047, rT:1.2022 +24-08-08 09:42:33.878 : ../models/spf_lut_x4_autosample_res | Iter: 38600, Sample:1235200, GPixel:2.76e-03, dT:0.0042, rT:1.2007 +24-08-08 09:44:45.764 : 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13:47:32.485 : Iter 50000 | Dataset Set5 | AVG Val PSNR: 30.873419 +24-08-08 13:47:36.325 : Iter 50000 | Dataset Set14 | AVG Val PSNR: 27.842435 +24-08-08 13:49:43.890 : ../models/spf_lut_x4_autosample_res | Iter: 50100, Sample:1603200, GPixel:2.75e-03, dT:0.0037, rT:1.2049 +24-08-08 13:51:51.715 : ../models/spf_lut_x4_autosample_res | Iter: 50200, Sample:1606400, GPixel:2.61e-03, dT:0.0042, rT:1.2067 +24-08-08 13:54:00.595 : ../models/spf_lut_x4_autosample_res | Iter: 50300, Sample:1609600, GPixel:2.74e-03, dT:0.0051, rT:1.2153 +24-08-08 13:56:08.171 : ../models/spf_lut_x4_autosample_res | Iter: 50400, Sample:1612800, GPixel:2.73e-03, dT:0.0038, rT:1.2041 +24-08-08 13:58:15.833 : ../models/spf_lut_x4_autosample_res | Iter: 50500, Sample:1616000, GPixel:2.60e-03, dT:0.0043, rT:1.2053 +24-08-08 14:00:23.707 : ../models/spf_lut_x4_autosample_res | Iter: 50600, Sample:1619200, GPixel:2.62e-03, dT:0.0043, rT:1.2071 +24-08-08 14:02:33.158 : ../models/spf_lut_x4_autosample_res | Iter: 50700, 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dT:0.0035, rT:1.2052 +24-08-08 21:38:09.691 : Checkpoint saved 72000 +24-08-08 21:38:10.709 : Iter 72000 | Dataset Set5 | AVG Val PSNR: 31.065922 +24-08-08 21:38:14.875 : Iter 72000 | Dataset Set14 | AVG Val PSNR: 27.925382 +24-08-08 21:40:24.462 : ../models/spf_lut_x4_autosample_res | Iter: 72100, Sample:2307200, GPixel:2.78e-03, dT:0.0066, rT:1.2199 +24-08-08 21:42:31.996 : ../models/spf_lut_x4_autosample_res | Iter: 72200, Sample:2310400, GPixel:2.63e-03, dT:0.0035, rT:1.2054 +24-08-08 21:44:39.446 : ../models/spf_lut_x4_autosample_res | Iter: 72300, Sample:2313600, GPixel:2.76e-03, dT:0.0037, rT:1.2035 +24-08-08 21:46:49.148 : ../models/spf_lut_x4_autosample_res | Iter: 72400, Sample:2316800, GPixel:2.80e-03, dT:0.0052, rT:1.2243 +24-08-08 21:48:56.628 : ../models/spf_lut_x4_autosample_res | Iter: 72500, Sample:2320000, GPixel:2.79e-03, dT:0.0036, rT:1.2024 +24-08-08 21:51:04.257 : ../models/spf_lut_x4_autosample_res | Iter: 72600, Sample:2323200, GPixel:2.76e-03, dT:0.0036, 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Sample:2572800, GPixel:2.66e-03, dT:0.0037, rT:1.2032 +24-08-09 00:39:56.100 : ../models/spf_lut_x4_autosample_res | Iter: 80500, Sample:2576000, GPixel:2.77e-03, dT:0.0035, rT:1.2032 +24-08-09 00:42:05.501 : ../models/spf_lut_x4_autosample_res | Iter: 80600, Sample:2579200, GPixel:2.63e-03, dT:0.0061, rT:1.2197 +24-08-09 00:44:13.146 : ../models/spf_lut_x4_autosample_res | Iter: 80700, Sample:2582400, GPixel:2.78e-03, dT:0.0036, rT:1.2048 +24-08-09 00:46:20.646 : ../models/spf_lut_x4_autosample_res | Iter: 80800, Sample:2585600, GPixel:2.70e-03, dT:0.0040, rT:1.2041 +24-08-09 00:48:28.078 : ../models/spf_lut_x4_autosample_res | Iter: 80900, Sample:2588800, GPixel:2.62e-03, dT:0.0036, rT:1.2032 +24-08-09 00:50:37.317 : ../models/spf_lut_x4_autosample_res | Iter: 81000, Sample:2592000, GPixel:2.71e-03, dT:0.0050, rT:1.2192 +24-08-09 00:52:44.911 : ../models/spf_lut_x4_autosample_res | Iter: 81100, Sample:2595200, GPixel:2.68e-03, dT:0.0036, rT:1.2050 +24-08-09 00:54:52.350 : ../models/spf_lut_x4_autosample_res | Iter: 81200, Sample:2598400, GPixel:2.64e-03, dT:0.0036, rT:1.2033 +24-08-09 00:57:00.576 : ../models/spf_lut_x4_autosample_res | Iter: 81300, Sample:2601600, GPixel:2.77e-03, dT:0.0042, rT:1.2106 +24-08-09 00:59:09.171 : ../models/spf_lut_x4_autosample_res | Iter: 81400, Sample:2604800, GPixel:2.78e-03, dT:0.0050, rT:1.2132 +24-08-09 01:01:16.579 : ../models/spf_lut_x4_autosample_res | Iter: 81500, Sample:2608000, GPixel:2.76e-03, dT:0.0035, rT:1.2030 +24-08-09 01:03:24.009 : ../models/spf_lut_x4_autosample_res | Iter: 81600, Sample:2611200, GPixel:2.59e-03, dT:0.0036, rT:1.2033 +24-08-09 01:05:33.755 : ../models/spf_lut_x4_autosample_res | Iter: 81700, Sample:2614400, GPixel:2.85e-03, dT:0.0062, rT:1.2224 +24-08-09 01:07:41.190 : ../models/spf_lut_x4_autosample_res | Iter: 81800, Sample:2617600, GPixel:2.70e-03, dT:0.0037, rT:1.2033 +24-08-09 01:09:48.625 : ../models/spf_lut_x4_autosample_res | Iter: 81900, Sample:2620800, GPixel:2.66e-03, 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saved 84000 +24-08-09 01:54:43.154 : Iter 84000 | Dataset Set5 | AVG Val PSNR: 31.075618 +24-08-09 01:54:47.302 : Iter 84000 | Dataset Set14 | AVG Val PSNR: 27.922868 +24-08-09 01:56:54.868 : ../models/spf_lut_x4_autosample_res | Iter: 84100, Sample:2691200, GPixel:2.67e-03, dT:0.0038, rT:1.2053 +24-08-09 01:59:03.968 : ../models/spf_lut_x4_autosample_res | Iter: 84200, Sample:2694400, GPixel:2.67e-03, dT:0.0059, rT:1.2160 +24-08-09 02:01:11.376 : ../models/spf_lut_x4_autosample_res | Iter: 84300, Sample:2697600, GPixel:2.63e-03, dT:0.0036, rT:1.2028 +24-08-09 02:03:18.824 : ../models/spf_lut_x4_autosample_res | Iter: 84400, Sample:2700800, GPixel:2.67e-03, dT:0.0038, rT:1.2038 +24-08-09 02:05:26.547 : ../models/spf_lut_x4_autosample_res | Iter: 84500, Sample:2704000, GPixel:2.69e-03, dT:0.0036, rT:1.2055 +24-08-09 02:07:36.091 : ../models/spf_lut_x4_autosample_res | Iter: 84600, Sample:2707200, GPixel:2.84e-03, dT:0.0046, rT:1.2230 +24-08-09 02:09:43.517 : 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27.928003 +24-08-09 02:39:41.219 : ../models/spf_lut_x4_autosample_res | Iter: 86100, Sample:2755200, GPixel:2.68e-03, dT:0.0036, rT:1.2036 +24-08-09 02:41:48.784 : ../models/spf_lut_x4_autosample_res | Iter: 86200, Sample:2758400, GPixel:2.68e-03, dT:0.0036, rT:1.2051 +24-08-09 02:43:57.779 : ../models/spf_lut_x4_autosample_res | Iter: 86300, Sample:2761600, GPixel:2.78e-03, dT:0.0048, rT:1.2173 +24-08-09 02:46:05.319 : ../models/spf_lut_x4_autosample_res | Iter: 86400, Sample:2764800, GPixel:2.72e-03, dT:0.0040, rT:1.2032 +24-08-09 02:48:12.728 : ../models/spf_lut_x4_autosample_res | Iter: 86500, Sample:2768000, GPixel:2.68e-03, dT:0.0036, rT:1.2035 +24-08-09 02:50:20.314 : ../models/spf_lut_x4_autosample_res | Iter: 86600, Sample:2771200, GPixel:2.77e-03, dT:0.0036, rT:1.2052 +24-08-09 02:52:29.857 : ../models/spf_lut_x4_autosample_res | Iter: 86700, Sample:2774400, GPixel:2.76e-03, dT:0.0061, rT:1.2201 +24-08-09 02:54:37.395 : ../models/spf_lut_x4_autosample_res | Iter: 86800, 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../models/spf_lut_x4_autosample_res | Iter: 87600, Sample:2803200, GPixel:2.82e-03, dT:0.0036, rT:1.2045 +24-08-09 03:13:47.858 : ../models/spf_lut_x4_autosample_res | Iter: 87700, Sample:2806400, GPixel:2.61e-03, dT:0.0037, rT:1.2038 +24-08-09 03:15:56.801 : ../models/spf_lut_x4_autosample_res | Iter: 87800, Sample:2809600, GPixel:2.71e-03, dT:0.0053, rT:1.2158 +24-08-09 03:18:04.320 : ../models/spf_lut_x4_autosample_res | Iter: 87900, Sample:2812800, GPixel:2.64e-03, dT:0.0035, rT:1.2041 +24-08-09 03:20:11.733 : ../models/spf_lut_x4_autosample_res | Iter: 88000, Sample:2816000, GPixel:2.71e-03, dT:0.0036, rT:1.2033 +24-08-09 03:20:11.870 : Checkpoint saved 88000 +24-08-09 03:20:12.929 : Iter 88000 | Dataset Set5 | AVG Val PSNR: 31.090931 +24-08-09 03:20:17.169 : Iter 88000 | Dataset Set14 | AVG Val PSNR: 27.938308 +24-08-09 03:22:26.515 : ../models/spf_lut_x4_autosample_res | Iter: 88100, Sample:2819200, GPixel:2.75e-03, dT:0.0054, rT:1.2196 +24-08-09 03:24:34.083 : 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06:11:15.705 : Iter 96000 | Dataset Set5 | AVG Val PSNR: 31.041297 +24-08-09 06:11:19.682 : Iter 96000 | Dataset Set14 | AVG Val PSNR: 27.916942 +24-08-09 06:13:27.109 : ../models/spf_lut_x4_autosample_res | Iter: 96100, Sample:3075200, GPixel:2.70e-03, dT:0.0037, rT:1.2039 +24-08-09 06:15:34.524 : ../models/spf_lut_x4_autosample_res | Iter: 96200, Sample:3078400, GPixel:2.66e-03, dT:0.0036, rT:1.2033 +24-08-09 06:17:43.888 : ../models/spf_lut_x4_autosample_res | Iter: 96300, Sample:3081600, GPixel:2.68e-03, dT:0.0060, rT:1.2182 +24-08-09 06:19:51.295 : ../models/spf_lut_x4_autosample_res | Iter: 96400, Sample:3084800, GPixel:2.68e-03, dT:0.0036, rT:1.2010 +24-08-09 06:21:58.724 : ../models/spf_lut_x4_autosample_res | Iter: 96500, Sample:3088000, GPixel:2.62e-03, dT:0.0037, rT:1.2039 +24-08-09 06:24:06.143 : ../models/spf_lut_x4_autosample_res | Iter: 96600, Sample:3091200, GPixel:2.61e-03, dT:0.0036, rT:1.2034 +24-08-09 06:26:15.561 : ../models/spf_lut_x4_autosample_res | Iter: 96700, 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99600, Sample:3187200, GPixel:2.69e-03, dT:0.0038, rT:1.2030 +24-08-09 07:30:19.011 : ../models/spf_lut_x4_autosample_res | Iter: 99700, Sample:3190400, GPixel:2.79e-03, dT:0.0035, rT:1.2046 +24-08-09 07:32:26.410 : ../models/spf_lut_x4_autosample_res | Iter: 99800, Sample:3193600, GPixel:2.80e-03, dT:0.0036, rT:1.2029 +24-08-09 07:34:36.114 : ../models/spf_lut_x4_autosample_res | Iter: 99900, Sample:3196800, GPixel:2.90e-03, dT:0.0050, rT:1.2236 +24-08-09 07:36:43.524 : ../models/spf_lut_x4_autosample_res | Iter:100000, Sample:3200000, GPixel:2.69e-03, dT:0.0036, rT:1.2009 +24-08-09 07:36:43.660 : Checkpoint saved 100000 +24-08-09 07:36:44.679 : Iter 100000 | Dataset Set5 | AVG Val PSNR: 31.041163 +24-08-09 07:36:48.878 : Iter 100000 | Dataset Set14 | AVG Val PSNR: 27.922246 +24-08-09 07:38:56.295 : ../models/spf_lut_x4_autosample_res | Iter:100100, Sample:3203200, GPixel:2.75e-03, dT:0.0036, rT:1.2028 +24-08-09 07:41:04.379 : ../models/spf_lut_x4_autosample_res | Iter:100200, Sample:3206400, GPixel:2.61e-03, dT:0.0042, rT:1.2096 +24-08-09 07:43:12.653 : ../models/spf_lut_x4_autosample_res | Iter:100300, Sample:3209600, GPixel:2.73e-03, dT:0.0043, rT:1.2099 +24-08-09 07:45:20.046 : ../models/spf_lut_x4_autosample_res | Iter:100400, Sample:3212800, GPixel:2.68e-03, dT:0.0035, rT:1.2033 +24-08-09 07:47:27.475 : ../models/spf_lut_x4_autosample_res | Iter:100500, Sample:3216000, GPixel:2.66e-03, dT:0.0037, rT:1.2034 +24-08-09 07:49:36.248 : ../models/spf_lut_x4_autosample_res | Iter:100600, Sample:3219200, GPixel:2.78e-03, dT:0.0051, rT:1.2146 +24-08-09 07:51:43.807 : ../models/spf_lut_x4_autosample_res | Iter:100700, Sample:3222400, GPixel:2.70e-03, dT:0.0035, rT:1.2040 +24-08-09 07:53:51.225 : ../models/spf_lut_x4_autosample_res | Iter:100800, Sample:3225600, GPixel:2.74e-03, dT:0.0036, rT:1.2030 +24-08-09 07:55:58.719 : ../models/spf_lut_x4_autosample_res | Iter:100900, Sample:3228800, GPixel:2.70e-03, dT:0.0035, rT:1.2049 +24-08-09 07:58:08.012 : 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dT:0.0046, rT:1.2198 +24-08-09 08:15:10.710 : ../models/spf_lut_x4_autosample_res | Iter:101800, Sample:3257600, GPixel:2.67e-03, dT:0.0035, rT:1.2031 +24-08-09 08:17:18.101 : ../models/spf_lut_x4_autosample_res | Iter:101900, Sample:3260800, GPixel:2.72e-03, dT:0.0035, rT:1.2030 +24-08-09 08:19:27.881 : ../models/spf_lut_x4_autosample_res | Iter:102000, Sample:3264000, GPixel:2.69e-03, dT:0.0048, rT:1.2251 +24-08-09 08:19:28.045 : Checkpoint saved 102000 +24-08-09 08:19:29.061 : Iter 102000 | Dataset Set5 | AVG Val PSNR: 31.110061 +24-08-09 08:19:33.421 : Iter 102000 | Dataset Set14 | AVG Val PSNR: 27.950181 +24-08-09 08:21:40.877 : ../models/spf_lut_x4_autosample_res | Iter:102100, Sample:3267200, GPixel:2.66e-03, dT:0.0041, rT:1.2031 +24-08-09 08:23:48.295 : ../models/spf_lut_x4_autosample_res | Iter:102200, Sample:3270400, GPixel:2.71e-03, dT:0.0036, rT:1.2030 +24-08-09 08:25:55.858 : ../models/spf_lut_x4_autosample_res | Iter:102300, Sample:3273600, GPixel:2.74e-03, dT:0.0036, rT:1.2047 +24-08-09 08:28:04.810 : ../models/spf_lut_x4_autosample_res | Iter:102400, Sample:3276800, GPixel:2.82e-03, dT:0.0046, rT:1.2153 +24-08-09 08:30:12.254 : ../models/spf_lut_x4_autosample_res | Iter:102500, Sample:3280000, GPixel:2.69e-03, dT:0.0037, rT:1.2034 +24-08-09 08:32:19.679 : ../models/spf_lut_x4_autosample_res | Iter:102600, Sample:3283200, GPixel:2.72e-03, dT:0.0036, rT:1.2033 +24-08-09 08:34:28.434 : ../models/spf_lut_x4_autosample_res | Iter:102700, Sample:3286400, GPixel:2.77e-03, dT:0.0041, rT:1.2147 +24-08-09 08:36:36.750 : ../models/spf_lut_x4_autosample_res | Iter:102800, Sample:3289600, GPixel:2.71e-03, dT:0.0044, rT:1.2103 +24-08-09 08:38:44.191 : ../models/spf_lut_x4_autosample_res | Iter:102900, Sample:3292800, GPixel:2.61e-03, dT:0.0036, rT:1.2037 +24-08-09 08:40:51.726 : ../models/spf_lut_x4_autosample_res | Iter:103000, Sample:3296000, GPixel:2.74e-03, dT:0.0036, rT:1.2051 +24-08-09 08:43:00.712 : ../models/spf_lut_x4_autosample_res | Iter:103100, Sample:3299200, GPixel:2.69e-03, dT:0.0047, rT:1.2158 +24-08-09 08:45:08.111 : ../models/spf_lut_x4_autosample_res | Iter:103200, Sample:3302400, GPixel:2.63e-03, dT:0.0035, rT:1.2035 +24-08-09 08:47:15.700 : ../models/spf_lut_x4_autosample_res | Iter:103300, Sample:3305600, GPixel:2.68e-03, dT:0.0037, rT:1.2044 +24-08-09 08:49:23.099 : ../models/spf_lut_x4_autosample_res | Iter:103400, Sample:3308800, GPixel:2.69e-03, dT:0.0036, rT:1.2034 +24-08-09 08:51:32.035 : ../models/spf_lut_x4_autosample_res | Iter:103500, Sample:3312000, GPixel:2.81e-03, dT:0.0052, rT:1.2155 +24-08-09 08:53:39.454 : ../models/spf_lut_x4_autosample_res | Iter:103600, Sample:3315200, GPixel:2.71e-03, dT:0.0036, rT:1.2034 +24-08-09 08:55:46.850 : ../models/spf_lut_x4_autosample_res | Iter:103700, Sample:3318400, GPixel:2.89e-03, dT:0.0035, rT:1.2035 +24-08-09 08:57:55.862 : ../models/spf_lut_x4_autosample_res | Iter:103800, Sample:3321600, GPixel:2.65e-03, dT:0.0060, rT:1.2153 +24-08-09 09:00:03.303 : ../models/spf_lut_x4_autosample_res | Iter:103900, Sample:3324800, GPixel:2.69e-03, dT:0.0036, rT:1.2035 +24-08-09 09:02:10.819 : ../models/spf_lut_x4_autosample_res | Iter:104000, Sample:3328000, GPixel:2.64e-03, dT:0.0036, rT:1.2051 +24-08-09 09:02:10.956 : Checkpoint saved 104000 +24-08-09 09:02:11.977 : Iter 104000 | Dataset Set5 | AVG Val PSNR: 31.123762 +24-08-09 09:02:16.146 : Iter 104000 | Dataset Set14 | AVG Val PSNR: 27.957780 +24-08-09 09:04:23.565 : ../models/spf_lut_x4_autosample_res | Iter:104100, Sample:3331200, GPixel:2.78e-03, dT:0.0037, rT:1.2031 +24-08-09 09:06:32.452 : ../models/spf_lut_x4_autosample_res | Iter:104200, Sample:3334400, GPixel:2.76e-03, dT:0.0057, rT:1.2144 +24-08-09 09:08:40.028 : ../models/spf_lut_x4_autosample_res | Iter:104300, Sample:3337600, GPixel:2.73e-03, dT:0.0037, rT:1.2050 +24-08-09 09:10:47.444 : ../models/spf_lut_x4_autosample_res | Iter:104400, Sample:3340800, GPixel:2.57e-03, dT:0.0036, rT:1.2030 +24-08-09 09:12:56.461 : 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Iter:106000, Sample:3392000, GPixel:2.47e-03, dT:0.0053, rT:1.2202 +24-08-09 09:44:55.027 : Checkpoint saved 106000 +24-08-09 09:44:56.043 : Iter 106000 | Dataset Set5 | AVG Val PSNR: 31.124218 +24-08-09 09:45:00.185 : Iter 106000 | Dataset Set14 | AVG Val PSNR: 27.953724 +24-08-09 09:47:07.591 : ../models/spf_lut_x4_autosample_res | Iter:106100, Sample:3395200, GPixel:2.67e-03, dT:0.0035, rT:1.2033 +24-08-09 09:49:14.988 : ../models/spf_lut_x4_autosample_res | Iter:106200, Sample:3398400, GPixel:2.69e-03, dT:0.0035, rT:1.2032 +24-08-09 09:51:24.577 : ../models/spf_lut_x4_autosample_res | Iter:106300, Sample:3401600, GPixel:2.68e-03, dT:0.0063, rT:1.2198 +24-08-09 09:53:32.144 : ../models/spf_lut_x4_autosample_res | Iter:106400, Sample:3404800, GPixel:2.70e-03, dT:0.0036, rT:1.2050 +24-08-09 09:55:39.558 : ../models/spf_lut_x4_autosample_res | Iter:106500, Sample:3408000, GPixel:2.69e-03, dT:0.0036, rT:1.2032 +24-08-09 09:57:46.996 : ../models/spf_lut_x4_autosample_res | Iter:106600, Sample:3411200, GPixel:2.62e-03, dT:0.0039, rT:1.2034 +24-08-09 09:59:56.241 : ../models/spf_lut_x4_autosample_res | Iter:106700, Sample:3414400, GPixel:2.72e-03, dT:0.0055, rT:1.2182 +24-08-09 10:02:03.812 : ../models/spf_lut_x4_autosample_res | Iter:106800, Sample:3417600, GPixel:2.72e-03, dT:0.0036, rT:1.2049 +24-08-09 10:04:11.248 : ../models/spf_lut_x4_autosample_res | Iter:106900, Sample:3420800, GPixel:2.76e-03, dT:0.0038, rT:1.2035 +24-08-09 10:06:20.717 : ../models/spf_lut_x4_autosample_res | Iter:107000, Sample:3424000, GPixel:2.70e-03, dT:0.0065, rT:1.2202 +24-08-09 10:08:28.145 : ../models/spf_lut_x4_autosample_res | Iter:107100, Sample:3427200, GPixel:2.77e-03, dT:0.0037, rT:1.2031 +24-08-09 10:10:35.556 : ../models/spf_lut_x4_autosample_res | Iter:107200, Sample:3430400, GPixel:2.66e-03, dT:0.0036, rT:1.2029 +24-08-09 10:12:42.970 : ../models/spf_lut_x4_autosample_res | Iter:107300, Sample:3433600, GPixel:2.62e-03, dT:0.0036, rT:1.2029 +24-08-09 10:14:52.423 : 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PSNR: 31.117827 +24-08-09 10:27:44.664 : Iter 108000 | Dataset Set14 | AVG Val PSNR: 27.944886 +24-08-09 10:29:54.437 : ../models/spf_lut_x4_autosample_res | Iter:108100, Sample:3459200, GPixel:2.63e-03, dT:0.0052, rT:1.2225 +24-08-09 10:32:01.873 : ../models/spf_lut_x4_autosample_res | Iter:108200, Sample:3462400, GPixel:2.60e-03, dT:0.0038, rT:1.2033 +24-08-09 10:34:09.286 : ../models/spf_lut_x4_autosample_res | Iter:108300, Sample:3465600, GPixel:2.68e-03, dT:0.0036, rT:1.2036 +24-08-09 10:36:17.400 : ../models/spf_lut_x4_autosample_res | Iter:108400, Sample:3468800, GPixel:2.80e-03, dT:0.0042, rT:1.2095 +24-08-09 10:38:25.898 : ../models/spf_lut_x4_autosample_res | Iter:108500, Sample:3472000, GPixel:2.73e-03, dT:0.0049, rT:1.2117 +24-08-09 10:40:33.291 : ../models/spf_lut_x4_autosample_res | Iter:108600, Sample:3475200, GPixel:2.71e-03, dT:0.0035, rT:1.2031 +24-08-09 10:42:40.702 : ../models/spf_lut_x4_autosample_res | Iter:108700, Sample:3478400, GPixel:2.59e-03, dT:0.0036, rT:1.2034 +24-08-09 10:44:49.964 : ../models/spf_lut_x4_autosample_res | Iter:108800, Sample:3481600, GPixel:2.70e-03, dT:0.0053, rT:1.2174 +24-08-09 10:46:57.359 : ../models/spf_lut_x4_autosample_res | Iter:108900, Sample:3484800, GPixel:2.59e-03, dT:0.0035, rT:1.2032 +24-08-09 10:49:04.902 : ../models/spf_lut_x4_autosample_res | Iter:109000, Sample:3488000, GPixel:2.73e-03, dT:0.0038, rT:1.2050 +24-08-09 10:51:12.306 : ../models/spf_lut_x4_autosample_res | Iter:109100, Sample:3491200, GPixel:2.78e-03, dT:0.0036, rT:1.2035 +24-08-09 10:53:21.748 : ../models/spf_lut_x4_autosample_res | Iter:109200, Sample:3494400, GPixel:2.68e-03, dT:0.0053, rT:1.2208 +24-08-09 10:55:29.141 : ../models/spf_lut_x4_autosample_res | Iter:109300, Sample:3497600, GPixel:2.70e-03, dT:0.0035, rT:1.2033 +24-08-09 10:57:36.690 : ../models/spf_lut_x4_autosample_res | Iter:109400, Sample:3500800, GPixel:2.73e-03, dT:0.0036, rT:1.2050 +24-08-09 10:59:46.358 : ../models/spf_lut_x4_autosample_res | Iter:109500, Sample:3504000, GPixel:2.70e-03, dT:0.0052, rT:1.2218 +24-08-09 11:01:53.762 : ../models/spf_lut_x4_autosample_res | Iter:109600, Sample:3507200, GPixel:2.70e-03, dT:0.0035, rT:1.2035 +24-08-09 11:04:01.165 : ../models/spf_lut_x4_autosample_res | Iter:109700, Sample:3510400, GPixel:2.62e-03, dT:0.0035, rT:1.2036 +24-08-09 11:06:08.721 : ../models/spf_lut_x4_autosample_res | Iter:109800, Sample:3513600, GPixel:2.70e-03, dT:0.0034, rT:1.2046 +24-08-09 11:08:18.499 : ../models/spf_lut_x4_autosample_res | Iter:109900, Sample:3516800, GPixel:2.72e-03, dT:0.0067, rT:1.2230 +24-08-09 11:10:26.005 : ../models/spf_lut_x4_autosample_res | Iter:110000, Sample:3520000, GPixel:2.73e-03, dT:0.0035, rT:1.2053 +24-08-09 11:10:26.141 : Checkpoint saved 110000 +24-08-09 11:10:27.149 : Iter 110000 | Dataset Set5 | AVG Val PSNR: 31.099887 +24-08-09 11:10:31.106 : Iter 110000 | Dataset Set14 | AVG Val PSNR: 27.936686 +24-08-09 11:12:38.598 : ../models/spf_lut_x4_autosample_res | Iter:110100, Sample:3523200, GPixel:2.68e-03, dT:0.0039, rT:1.2043 +24-08-09 11:14:47.887 : ../models/spf_lut_x4_autosample_res | Iter:110200, Sample:3526400, GPixel:2.75e-03, dT:0.0058, rT:1.2180 +24-08-09 11:16:55.334 : ../models/spf_lut_x4_autosample_res | Iter:110300, Sample:3529600, GPixel:2.77e-03, dT:0.0037, rT:1.2030 +24-08-09 11:19:02.891 : ../models/spf_lut_x4_autosample_res | Iter:110400, Sample:3532800, GPixel:2.78e-03, dT:0.0035, rT:1.2047 +24-08-09 11:21:10.278 : ../models/spf_lut_x4_autosample_res | Iter:110500, Sample:3536000, GPixel:2.81e-03, dT:0.0035, rT:1.2037 +24-08-09 11:23:19.384 : ../models/spf_lut_x4_autosample_res | Iter:110600, Sample:3539200, GPixel:2.68e-03, dT:0.0056, rT:1.2176 +24-08-09 11:25:26.825 : ../models/spf_lut_x4_autosample_res | Iter:110700, Sample:3542400, GPixel:2.76e-03, dT:0.0039, rT:1.2033 +24-08-09 11:27:34.374 : ../models/spf_lut_x4_autosample_res | Iter:110800, Sample:3545600, GPixel:2.75e-03, dT:0.0035, rT:1.2046 +24-08-09 11:29:43.038 : ../models/spf_lut_x4_autosample_res | Iter:110900, Sample:3548800, GPixel:2.72e-03, dT:0.0042, rT:1.2139 +24-08-09 11:31:51.334 : ../models/spf_lut_x4_autosample_res | Iter:111000, Sample:3552000, GPixel:2.80e-03, dT:0.0043, rT:1.2110 +24-08-09 11:33:58.748 : ../models/spf_lut_x4_autosample_res | Iter:111100, Sample:3555200, GPixel:2.79e-03, dT:0.0036, rT:1.2029 +24-08-09 11:36:06.164 : ../models/spf_lut_x4_autosample_res | Iter:111200, Sample:3558400, GPixel:2.59e-03, dT:0.0036, rT:1.2036 +24-08-09 11:38:15.105 : ../models/spf_lut_x4_autosample_res | Iter:111300, Sample:3561600, GPixel:2.60e-03, dT:0.0050, rT:1.2158 +24-08-09 11:40:22.672 : ../models/spf_lut_x4_autosample_res | Iter:111400, Sample:3564800, GPixel:2.63e-03, dT:0.0036, rT:1.2048 +24-08-09 11:42:30.075 : ../models/spf_lut_x4_autosample_res | Iter:111500, Sample:3568000, GPixel:2.73e-03, dT:0.0036, rT:1.2031 +24-08-09 11:44:37.499 : ../models/spf_lut_x4_autosample_res | Iter:111600, Sample:3571200, GPixel:2.55e-03, dT:0.0037, rT:1.2032 +24-08-09 11:46:47.065 : ../models/spf_lut_x4_autosample_res | Iter:111700, Sample:3574400, GPixel:2.56e-03, dT:0.0044, rT:1.2223 +24-08-09 11:48:54.629 : ../models/spf_lut_x4_autosample_res | Iter:111800, Sample:3577600, GPixel:2.71e-03, dT:0.0036, rT:1.2045 +24-08-09 11:51:02.045 : ../models/spf_lut_x4_autosample_res | Iter:111900, Sample:3580800, GPixel:2.84e-03, dT:0.0037, rT:1.2028 +24-08-09 11:53:11.288 : ../models/spf_lut_x4_autosample_res | Iter:112000, Sample:3584000, GPixel:2.71e-03, dT:0.0057, rT:1.2182 +24-08-09 11:53:11.430 : Checkpoint saved 112000 +24-08-09 11:53:12.407 : Iter 112000 | Dataset Set5 | AVG Val PSNR: 31.091487 +24-08-09 11:53:16.335 : Iter 112000 | Dataset Set14 | AVG Val PSNR: 27.950921 +24-08-09 11:55:23.805 : ../models/spf_lut_x4_autosample_res | Iter:112100, Sample:3587200, GPixel:2.85e-03, dT:0.0039, rT:1.2035 +24-08-09 11:57:31.209 : ../models/spf_lut_x4_autosample_res | Iter:112200, Sample:3590400, GPixel:2.59e-03, dT:0.0036, rT:1.2030 +24-08-09 11:59:38.616 : ../models/spf_lut_x4_autosample_res | Iter:112300, Sample:3593600, GPixel:2.62e-03, dT:0.0036, rT:1.2032 +24-08-09 12:01:47.996 : ../models/spf_lut_x4_autosample_res | Iter:112400, Sample:3596800, GPixel:2.78e-03, dT:0.0054, rT:1.2180 +24-08-09 12:03:55.417 : ../models/spf_lut_x4_autosample_res | Iter:112500, Sample:3600000, GPixel:2.62e-03, dT:0.0037, rT:1.2027 +24-08-09 12:06:02.831 : ../models/spf_lut_x4_autosample_res | Iter:112600, Sample:3603200, GPixel:2.64e-03, dT:0.0036, rT:1.2028 +24-08-09 12:08:11.836 : ../models/spf_lut_x4_autosample_res | Iter:112700, Sample:3606400, GPixel:2.63e-03, dT:0.0046, rT:1.2169 +24-08-09 12:10:19.408 : ../models/spf_lut_x4_autosample_res | Iter:112800, Sample:3609600, GPixel:2.69e-03, dT:0.0036, rT:1.2044 +24-08-09 12:12:26.826 : ../models/spf_lut_x4_autosample_res | Iter:112900, Sample:3612800, GPixel:2.84e-03, dT:0.0037, rT:1.2035 +24-08-09 12:14:34.336 : ../models/spf_lut_x4_autosample_res | Iter:113000, Sample:3616000, GPixel:2.65e-03, dT:0.0035, rT:1.2055 +24-08-09 12:16:43.622 : ../models/spf_lut_x4_autosample_res | Iter:113100, Sample:3619200, GPixel:2.68e-03, dT:0.0057, rT:1.2172 +24-08-09 12:18:51.059 : ../models/spf_lut_x4_autosample_res | Iter:113200, Sample:3622400, GPixel:2.75e-03, dT:0.0037, rT:1.2037 +24-08-09 12:20:58.482 : ../models/spf_lut_x4_autosample_res | Iter:113300, Sample:3625600, GPixel:2.62e-03, dT:0.0037, rT:1.2038 +24-08-09 12:23:06.937 : ../models/spf_lut_x4_autosample_res | Iter:113400, Sample:3628800, GPixel:2.66e-03, dT:0.0052, rT:1.2113 +24-08-09 12:25:15.152 : ../models/spf_lut_x4_autosample_res | Iter:113500, Sample:3632000, GPixel:2.79e-03, dT:0.0046, rT:1.2100 +24-08-09 12:27:22.575 : ../models/spf_lut_x4_autosample_res | Iter:113600, Sample:3635200, GPixel:2.73e-03, dT:0.0038, rT:1.2034 +24-08-09 12:29:29.995 : ../models/spf_lut_x4_autosample_res | Iter:113700, Sample:3638400, GPixel:2.79e-03, dT:0.0036, rT:1.2037 +24-08-09 12:31:39.266 : ../models/spf_lut_x4_autosample_res | Iter:113800, Sample:3641600, GPixel:2.73e-03, dT:0.0049, rT:1.2184 +24-08-09 12:33:46.670 : ../models/spf_lut_x4_autosample_res | Iter:113900, Sample:3644800, GPixel:2.71e-03, dT:0.0036, rT:1.2032 +24-08-09 12:35:54.218 : ../models/spf_lut_x4_autosample_res | Iter:114000, Sample:3648000, GPixel:2.67e-03, dT:0.0036, rT:1.2052 +24-08-09 12:35:54.356 : Checkpoint saved 114000 +24-08-09 12:35:55.415 : Iter 114000 | Dataset Set5 | AVG Val PSNR: 31.128676 +24-08-09 12:35:59.554 : Iter 114000 | Dataset Set14 | AVG Val PSNR: 27.964047 +24-08-09 12:38:07.055 : ../models/spf_lut_x4_autosample_res | Iter:114100, Sample:3651200, GPixel:2.70e-03, dT:0.0036, rT:1.2041 +24-08-09 12:40:16.111 : ../models/spf_lut_x4_autosample_res | Iter:114200, Sample:3654400, GPixel:2.76e-03, dT:0.0054, rT:1.2161 +24-08-09 12:42:23.558 : ../models/spf_lut_x4_autosample_res | Iter:114300, Sample:3657600, GPixel:2.74e-03, dT:0.0037, rT:1.2027 +24-08-09 12:44:31.098 : ../models/spf_lut_x4_autosample_res | Iter:114400, Sample:3660800, GPixel:2.65e-03, dT:0.0035, rT:1.2046 +24-08-09 12:46:40.236 : ../models/spf_lut_x4_autosample_res | Iter:114500, Sample:3664000, GPixel:2.72e-03, dT:0.0058, rT:1.2167 +24-08-09 12:48:47.666 : ../models/spf_lut_x4_autosample_res | Iter:114600, Sample:3667200, GPixel:2.58e-03, dT:0.0037, rT:1.2037 +24-08-09 12:50:55.090 : ../models/spf_lut_x4_autosample_res | Iter:114700, Sample:3670400, GPixel:2.76e-03, dT:0.0037, rT:1.2038 +24-08-09 12:53:02.676 : ../models/spf_lut_x4_autosample_res | Iter:114800, Sample:3673600, GPixel:2.78e-03, dT:0.0037, rT:1.2048 +24-08-09 12:55:11.991 : ../models/spf_lut_x4_autosample_res | Iter:114900, Sample:3676800, GPixel:2.74e-03, dT:0.0062, rT:1.2176 +24-08-09 12:57:19.418 : ../models/spf_lut_x4_autosample_res | Iter:115000, Sample:3680000, GPixel:2.68e-03, dT:0.0037, rT:1.2033 +24-08-09 12:59:26.946 : ../models/spf_lut_x4_autosample_res | Iter:115100, Sample:3683200, GPixel:2.69e-03, dT:0.0036, rT:1.2051 +24-08-09 13:01:36.036 : ../models/spf_lut_x4_autosample_res | Iter:115200, Sample:3686400, GPixel:2.70e-03, dT:0.0054, rT:1.2168 +24-08-09 13:03:43.525 : ../models/spf_lut_x4_autosample_res | Iter:115300, Sample:3689600, GPixel:2.80e-03, dT:0.0039, rT:1.2039 +24-08-09 13:05:51.110 : ../models/spf_lut_x4_autosample_res | Iter:115400, Sample:3692800, GPixel:2.74e-03, dT:0.0036, rT:1.2050 +24-08-09 13:07:58.518 : ../models/spf_lut_x4_autosample_res | Iter:115500, Sample:3696000, GPixel:2.84e-03, dT:0.0036, rT:1.2033 +24-08-09 13:10:07.534 : ../models/spf_lut_x4_autosample_res | Iter:115600, Sample:3699200, GPixel:2.64e-03, dT:0.0055, rT:1.2156 +24-08-09 13:12:14.950 : ../models/spf_lut_x4_autosample_res | Iter:115700, Sample:3702400, GPixel:2.76e-03, dT:0.0036, rT:1.2031 +24-08-09 13:14:22.367 : ../models/spf_lut_x4_autosample_res | Iter:115800, Sample:3705600, GPixel:2.73e-03, dT:0.0036, rT:1.2034 +24-08-09 13:16:30.942 : ../models/spf_lut_x4_autosample_res | Iter:115900, Sample:3708800, GPixel:2.70e-03, dT:0.0041, rT:1.2118 +24-08-09 13:18:39.306 : ../models/spf_lut_x4_autosample_res | Iter:116000, Sample:3712000, GPixel:2.61e-03, dT:0.0047, rT:1.2112 +24-08-09 13:18:39.442 : Checkpoint saved 116000 +24-08-09 13:18:40.456 : Iter 116000 | Dataset Set5 | AVG Val PSNR: 31.101769 +24-08-09 13:18:44.542 : Iter 116000 | Dataset Set14 | AVG Val PSNR: 27.948880 +24-08-09 13:20:52.086 : ../models/spf_lut_x4_autosample_res | Iter:116100, Sample:3715200, GPixel:2.65e-03, dT:0.0036, rT:1.2050 +24-08-09 13:22:59.484 : ../models/spf_lut_x4_autosample_res | Iter:116200, Sample:3718400, GPixel:2.59e-03, dT:0.0036, rT:1.2031 +24-08-09 13:25:08.845 : ../models/spf_lut_x4_autosample_res | Iter:116300, Sample:3721600, GPixel:2.88e-03, dT:0.0056, rT:1.2188 +24-08-09 13:27:16.258 : ../models/spf_lut_x4_autosample_res | Iter:116400, Sample:3724800, GPixel:2.72e-03, dT:0.0036, rT:1.2031 +24-08-09 13:29:23.815 : ../models/spf_lut_x4_autosample_res | Iter:116500, Sample:3728000, GPixel:2.81e-03, dT:0.0036, rT:1.2047 +24-08-09 13:31:31.697 : ../models/spf_lut_x4_autosample_res | Iter:116600, Sample:3731200, GPixel:2.72e-03, dT:0.0038, rT:1.2076 +24-08-09 13:33:40.367 : ../models/spf_lut_x4_autosample_res | Iter:116700, Sample:3734400, GPixel:2.82e-03, dT:0.0052, rT:1.2137 +24-08-09 13:35:47.798 : ../models/spf_lut_x4_autosample_res | Iter:116800, Sample:3737600, GPixel:2.68e-03, dT:0.0036, rT:1.2038 +24-08-09 13:37:55.352 : ../models/spf_lut_x4_autosample_res | Iter:116900, Sample:3740800, GPixel:2.61e-03, dT:0.0036, rT:1.2046 +24-08-09 13:40:04.680 : ../models/spf_lut_x4_autosample_res | Iter:117000, Sample:3744000, GPixel:2.59e-03, dT:0.0052, rT:1.2191 +24-08-09 13:42:12.185 : ../models/spf_lut_x4_autosample_res | Iter:117100, Sample:3747200, GPixel:2.61e-03, dT:0.0035, rT:1.2043 +24-08-09 13:44:19.593 : ../models/spf_lut_x4_autosample_res | Iter:117200, Sample:3750400, GPixel:2.72e-03, dT:0.0035, rT:1.2035 +24-08-09 13:46:27.011 : ../models/spf_lut_x4_autosample_res | Iter:117300, Sample:3753600, GPixel:2.62e-03, dT:0.0036, rT:1.2034 +24-08-09 13:48:35.905 : ../models/spf_lut_x4_autosample_res | Iter:117400, Sample:3756800, GPixel:2.72e-03, dT:0.0057, rT:1.2144 +24-08-09 13:50:43.475 : ../models/spf_lut_x4_autosample_res | Iter:117500, Sample:3760000, GPixel:2.74e-03, dT:0.0036, rT:1.2046 +24-08-09 13:52:50.936 : ../models/spf_lut_x4_autosample_res | Iter:117600, Sample:3763200, GPixel:2.73e-03, dT:0.0041, rT:1.2024 +24-08-09 13:54:59.575 : ../models/spf_lut_x4_autosample_res | Iter:117700, Sample:3766400, GPixel:2.69e-03, dT:0.0049, rT:1.2125 +24-08-09 13:57:07.000 : ../models/spf_lut_x4_autosample_res | Iter:117800, Sample:3769600, GPixel:2.78e-03, dT:0.0037, rT:1.2030 +24-08-09 13:59:14.577 : ../models/spf_lut_x4_autosample_res | Iter:117900, Sample:3772800, GPixel:2.81e-03, dT:0.0036, rT:1.2050 +24-08-09 14:01:22.021 : ../models/spf_lut_x4_autosample_res | Iter:118000, Sample:3776000, GPixel:2.59e-03, dT:0.0038, rT:1.2035 +24-08-09 14:01:22.159 : Checkpoint saved 118000 +24-08-09 14:01:23.181 : Iter 118000 | Dataset Set5 | AVG Val PSNR: 31.132769 +24-08-09 14:01:27.363 : Iter 118000 | Dataset Set14 | AVG Val PSNR: 27.932637 +24-08-09 14:03:36.914 : ../models/spf_lut_x4_autosample_res | Iter:118100, Sample:3779200, GPixel:2.73e-03, dT:0.0051, rT:1.2211 +24-08-09 14:05:44.302 : ../models/spf_lut_x4_autosample_res | Iter:118200, Sample:3782400, GPixel:2.59e-03, dT:0.0035, rT:1.2036 +24-08-09 14:07:51.777 : ../models/spf_lut_x4_autosample_res | Iter:118300, Sample:3785600, GPixel:2.59e-03, dT:0.0038, rT:1.2037 +24-08-09 14:10:00.790 : ../models/spf_lut_x4_autosample_res | Iter:118400, Sample:3788800, GPixel:2.74e-03, dT:0.0052, rT:1.2171 +24-08-09 14:12:08.419 : ../models/spf_lut_x4_autosample_res | Iter:118500, Sample:3792000, GPixel:2.58e-03, dT:0.0038, rT:1.2050 +24-08-09 14:14:15.829 : ../models/spf_lut_x4_autosample_res | Iter:118600, Sample:3795200, GPixel:2.54e-03, dT:0.0036, rT:1.2032 +24-08-09 14:16:23.267 : ../models/spf_lut_x4_autosample_res | Iter:118700, Sample:3798400, GPixel:2.61e-03, dT:0.0037, rT:1.2037 +24-08-09 14:18:32.354 : ../models/spf_lut_x4_autosample_res | Iter:118800, Sample:3801600, GPixel:2.70e-03, dT:0.0049, rT:1.2170 +24-08-09 14:20:39.905 : ../models/spf_lut_x4_autosample_res | Iter:118900, Sample:3804800, GPixel:2.65e-03, dT:0.0036, rT:1.2048 +24-08-09 14:22:47.304 : ../models/spf_lut_x4_autosample_res | Iter:119000, Sample:3808000, GPixel:2.75e-03, dT:0.0036, rT:1.2033 +24-08-09 14:24:55.280 : ../models/spf_lut_x4_autosample_res | Iter:119100, Sample:3811200, GPixel:2.69e-03, dT:0.0045, rT:1.2077 +24-08-09 14:27:04.241 : ../models/spf_lut_x4_autosample_res | Iter:119200, Sample:3814400, GPixel:2.73e-03, dT:0.0052, rT:1.2157 +24-08-09 14:29:11.693 : ../models/spf_lut_x4_autosample_res | Iter:119300, Sample:3817600, GPixel:2.66e-03, dT:0.0037, rT:1.2032 +24-08-09 14:31:19.085 : ../models/spf_lut_x4_autosample_res | Iter:119400, Sample:3820800, GPixel:2.69e-03, dT:0.0035, rT:1.2030 +24-08-09 14:33:28.667 : ../models/spf_lut_x4_autosample_res | Iter:119500, Sample:3824000, GPixel:2.66e-03, dT:0.0051, rT:1.2227 +24-08-09 14:35:36.089 : ../models/spf_lut_x4_autosample_res | Iter:119600, Sample:3827200, GPixel:2.70e-03, dT:0.0036, rT:1.2029 +24-08-09 14:37:43.556 : ../models/spf_lut_x4_autosample_res | Iter:119700, Sample:3830400, GPixel:2.68e-03, dT:0.0038, rT:1.2040 +24-08-09 14:39:51.002 : ../models/spf_lut_x4_autosample_res | Iter:119800, Sample:3833600, GPixel:2.74e-03, dT:0.0036, rT:1.2036 +24-08-09 14:42:00.589 : ../models/spf_lut_x4_autosample_res | Iter:119900, Sample:3836800, GPixel:2.66e-03, dT:0.0054, rT:1.2222 +24-08-09 14:44:08.053 : ../models/spf_lut_x4_autosample_res | Iter:120000, Sample:3840000, GPixel:2.65e-03, dT:0.0037, rT:1.2032 +24-08-09 14:44:08.193 : Checkpoint saved 120000 +24-08-09 14:44:09.208 : Iter 120000 | Dataset Set5 | AVG Val PSNR: 31.093034 +24-08-09 14:44:13.265 : Iter 120000 | Dataset Set14 | AVG Val PSNR: 27.938471 +24-08-09 14:46:20.811 : ../models/spf_lut_x4_autosample_res | Iter:120100, Sample:3843200, GPixel:2.57e-03, dT:0.0036, rT:1.2050 +24-08-09 14:48:30.040 : ../models/spf_lut_x4_autosample_res | Iter:120200, Sample:3846400, GPixel:2.55e-03, dT:0.0047, rT:1.2171 +24-08-09 14:50:37.466 : ../models/spf_lut_x4_autosample_res | Iter:120300, Sample:3849600, GPixel:2.66e-03, dT:0.0038, rT:1.2034 +24-08-09 14:52:44.878 : ../models/spf_lut_x4_autosample_res | Iter:120400, Sample:3852800, GPixel:2.73e-03, dT:0.0036, rT:1.2035 +24-08-09 14:54:52.499 : ../models/spf_lut_x4_autosample_res | Iter:120500, Sample:3856000, GPixel:2.66e-03, dT:0.0041, rT:1.2051 +24-08-09 14:57:01.663 : ../models/spf_lut_x4_autosample_res | Iter:120600, Sample:3859200, GPixel:2.78e-03, dT:0.0053, rT:1.2167 +24-08-09 14:59:09.066 : ../models/spf_lut_x4_autosample_res | Iter:120700, Sample:3862400, GPixel:2.66e-03, dT:0.0036, rT:1.2032 +24-08-09 15:01:16.498 : ../models/spf_lut_x4_autosample_res | Iter:120800, Sample:3865600, GPixel:2.62e-03, dT:0.0036, rT:1.2041 +24-08-09 15:03:25.647 : ../models/spf_lut_x4_autosample_res | Iter:120900, Sample:3868800, GPixel:2.70e-03, dT:0.0051, rT:1.2181 +24-08-09 15:05:33.273 : ../models/spf_lut_x4_autosample_res | Iter:121000, Sample:3872000, GPixel:2.60e-03, dT:0.0042, rT:1.2044 +24-08-09 15:07:40.816 : ../models/spf_lut_x4_autosample_res | Iter:121100, Sample:3875200, GPixel:2.62e-03, dT:0.0037, rT:1.2041 +24-08-09 15:09:48.225 : ../models/spf_lut_x4_autosample_res | Iter:121200, Sample:3878400, GPixel:2.68e-03, dT:0.0035, rT:1.2028 +24-08-09 15:11:57.310 : ../models/spf_lut_x4_autosample_res | Iter:121300, Sample:3881600, GPixel:2.72e-03, dT:0.0056, rT:1.2158 +24-08-09 15:14:04.742 : ../models/spf_lut_x4_autosample_res | Iter:121400, Sample:3884800, GPixel:2.65e-03, dT:0.0037, rT:1.2024 +24-08-09 15:16:12.362 : ../models/spf_lut_x4_autosample_res | Iter:121500, Sample:3888000, GPixel:2.60e-03, dT:0.0040, rT:1.2035 +24-08-09 15:18:20.482 : ../models/spf_lut_x4_autosample_res | Iter:121600, Sample:3891200, GPixel:2.56e-03, dT:0.0043, rT:1.2091 +24-08-09 15:20:28.897 : ../models/spf_lut_x4_autosample_res | Iter:121700, Sample:3894400, GPixel:2.68e-03, dT:0.0049, rT:1.2105 +24-08-09 15:22:36.322 : ../models/spf_lut_x4_autosample_res | Iter:121800, Sample:3897600, GPixel:2.82e-03, dT:0.0036, rT:1.2029 +24-08-09 15:24:43.893 : ../models/spf_lut_x4_autosample_res | Iter:121900, Sample:3900800, GPixel:2.62e-03, dT:0.0036, rT:1.2049 +24-08-09 15:26:53.260 : ../models/spf_lut_x4_autosample_res | Iter:122000, Sample:3904000, GPixel:2.69e-03, dT:0.0058, rT:1.2187 +24-08-09 15:26:53.395 : Checkpoint saved 122000 +24-08-09 15:26:54.409 : Iter 122000 | Dataset Set5 | AVG Val PSNR: 31.124139 +24-08-09 15:26:58.531 : Iter 122000 | Dataset Set14 | AVG Val PSNR: 27.954951 +24-08-09 15:29:05.917 : ../models/spf_lut_x4_autosample_res | Iter:122100, Sample:3907200, GPixel:2.73e-03, dT:0.0034, rT:1.1997 +24-08-09 15:31:13.425 : ../models/spf_lut_x4_autosample_res | Iter:122200, Sample:3910400, GPixel:2.68e-03, dT:0.0036, rT:1.2055 +24-08-09 15:33:20.830 : ../models/spf_lut_x4_autosample_res | Iter:122300, Sample:3913600, GPixel:2.59e-03, dT:0.0036, rT:1.2035 +24-08-09 15:35:30.160 : ../models/spf_lut_x4_autosample_res | Iter:122400, Sample:3916800, GPixel:2.76e-03, dT:0.0058, rT:1.2188 +24-08-09 15:37:37.776 : ../models/spf_lut_x4_autosample_res | Iter:122500, Sample:3920000, GPixel:2.65e-03, dT:0.0039, rT:1.2048 +24-08-09 15:39:45.172 : ../models/spf_lut_x4_autosample_res | Iter:122600, Sample:3923200, GPixel:2.73e-03, dT:0.0035, rT:1.2033 +24-08-09 15:41:54.735 : ../models/spf_lut_x4_autosample_res | Iter:122700, Sample:3926400, GPixel:2.78e-03, dT:0.0055, rT:1.2215 +24-08-09 15:44:02.157 : ../models/spf_lut_x4_autosample_res | Iter:122800, Sample:3929600, GPixel:2.59e-03, dT:0.0037, rT:1.2030 +24-08-09 15:46:09.536 : ../models/spf_lut_x4_autosample_res | Iter:122900, Sample:3932800, GPixel:2.64e-03, dT:0.0034, rT:1.2030 +24-08-09 15:48:17.117 : ../models/spf_lut_x4_autosample_res | Iter:123000, Sample:3936000, GPixel:2.68e-03, dT:0.0037, rT:1.2050 +24-08-09 15:50:26.885 : ../models/spf_lut_x4_autosample_res | Iter:123100, Sample:3939200, GPixel:2.57e-03, dT:0.0050, rT:1.2241 +24-08-09 15:52:34.390 : ../models/spf_lut_x4_autosample_res | Iter:123200, Sample:3942400, GPixel:2.58e-03, dT:0.0035, rT:1.2043 +24-08-09 15:54:41.821 : ../models/spf_lut_x4_autosample_res | Iter:123300, Sample:3945600, GPixel:2.85e-03, dT:0.0037, rT:1.2031 +24-08-09 15:56:50.860 : ../models/spf_lut_x4_autosample_res | Iter:123400, Sample:3948800, GPixel:2.86e-03, dT:0.0048, rT:1.2168 +24-08-09 15:58:58.300 : ../models/spf_lut_x4_autosample_res | Iter:123500, Sample:3952000, GPixel:2.72e-03, dT:0.0038, rT:1.2029 +24-08-09 16:01:05.845 : ../models/spf_lut_x4_autosample_res | Iter:123600, Sample:3955200, GPixel:2.67e-03, dT:0.0035, rT:1.2046 +24-08-09 16:03:13.257 : ../models/spf_lut_x4_autosample_res | Iter:123700, Sample:3958400, GPixel:2.80e-03, dT:0.0036, rT:1.2035 +24-08-09 16:05:22.748 : ../models/spf_lut_x4_autosample_res | Iter:123800, Sample:3961600, GPixel:2.76e-03, dT:0.0045, rT:1.2216 +24-08-09 16:07:30.149 : ../models/spf_lut_x4_autosample_res | Iter:123900, Sample:3964800, GPixel:2.68e-03, dT:0.0035, rT:1.2019 +24-08-09 16:09:37.706 : ../models/spf_lut_x4_autosample_res | Iter:124000, Sample:3968000, GPixel:2.85e-03, dT:0.0036, rT:1.2048 +24-08-09 16:09:37.843 : Checkpoint saved 124000 +24-08-09 16:09:38.855 : Iter 124000 | Dataset Set5 | AVG Val PSNR: 31.101189 +24-08-09 16:09:42.987 : Iter 124000 | Dataset Set14 | AVG Val PSNR: 27.946704 +24-08-09 16:11:51.597 : ../models/spf_lut_x4_autosample_res | Iter:124100, Sample:3971200, GPixel:2.72e-03, dT:0.0046, rT:1.2141 +24-08-09 16:13:59.717 : ../models/spf_lut_x4_autosample_res | Iter:124200, Sample:3974400, GPixel:2.88e-03, dT:0.0046, rT:1.2091 +24-08-09 16:16:07.138 : ../models/spf_lut_x4_autosample_res | Iter:124300, Sample:3977600, GPixel:2.74e-03, dT:0.0036, rT:1.2033 +24-08-09 16:18:14.576 : ../models/spf_lut_x4_autosample_res | Iter:124400, Sample:3980800, GPixel:2.61e-03, dT:0.0037, rT:1.2031 +24-08-09 16:20:24.028 : ../models/spf_lut_x4_autosample_res | Iter:124500, Sample:3984000, GPixel:2.75e-03, dT:0.0051, rT:1.2205 +24-08-09 16:22:31.579 : ../models/spf_lut_x4_autosample_res | Iter:124600, Sample:3987200, GPixel:2.74e-03, dT:0.0036, rT:1.2048 +24-08-09 16:24:38.977 : ../models/spf_lut_x4_autosample_res | Iter:124700, Sample:3990400, GPixel:2.68e-03, dT:0.0036, rT:1.2040 +24-08-09 16:26:46.512 : ../models/spf_lut_x4_autosample_res | Iter:124800, Sample:3993600, GPixel:2.66e-03, dT:0.0036, rT:1.2045 +24-08-09 16:28:56.027 : ../models/spf_lut_x4_autosample_res | Iter:124900, Sample:3996800, GPixel:2.69e-03, dT:0.0063, rT:1.2207 +24-08-09 16:31:03.627 : ../models/spf_lut_x4_autosample_res | Iter:125000, Sample:4000000, GPixel:2.56e-03, dT:0.0037, rT:1.2049 +24-08-09 16:33:11.052 : ../models/spf_lut_x4_autosample_res | Iter:125100, Sample:4003200, GPixel:2.81e-03, dT:0.0037, rT:1.2032 +24-08-09 16:35:20.719 : ../models/spf_lut_x4_autosample_res | Iter:125200, Sample:4006400, GPixel:2.65e-03, dT:0.0054, rT:1.2227 +24-08-09 16:37:28.139 : ../models/spf_lut_x4_autosample_res | Iter:125300, Sample:4009600, GPixel:2.69e-03, dT:0.0037, rT:1.2036 +24-08-09 16:39:35.524 : ../models/spf_lut_x4_autosample_res | Iter:125400, Sample:4012800, GPixel:2.63e-03, dT:0.0035, rT:1.2031 +24-08-09 16:41:42.947 : ../models/spf_lut_x4_autosample_res | Iter:125500, Sample:4016000, GPixel:2.59e-03, dT:0.0036, rT:1.2035 +24-08-09 16:43:52.475 : ../models/spf_lut_x4_autosample_res | Iter:125600, Sample:4019200, GPixel:2.73e-03, dT:0.0058, rT:1.2197 +24-08-09 16:45:59.892 : ../models/spf_lut_x4_autosample_res | Iter:125700, Sample:4022400, GPixel:2.72e-03, dT:0.0036, rT:1.2030 +24-08-09 16:48:07.308 : ../models/spf_lut_x4_autosample_res | Iter:125800, Sample:4025600, GPixel:2.61e-03, dT:0.0036, rT:1.2037 +24-08-09 16:50:16.343 : ../models/spf_lut_x4_autosample_res | Iter:125900, Sample:4028800, GPixel:2.66e-03, dT:0.0055, rT:1.2163 +24-08-09 16:52:23.943 : ../models/spf_lut_x4_autosample_res | Iter:126000, Sample:4032000, GPixel:2.72e-03, dT:0.0037, rT:1.2045 +24-08-09 16:52:24.088 : Checkpoint saved 126000 +24-08-09 16:52:25.103 : Iter 126000 | Dataset Set5 | AVG Val PSNR: 31.114999 +24-08-09 16:52:29.236 : Iter 126000 | Dataset Set14 | AVG Val PSNR: 27.952769 +24-08-09 16:54:36.674 : ../models/spf_lut_x4_autosample_res | Iter:126100, Sample:4035200, GPixel:2.64e-03, dT:0.0039, rT:1.2031 +24-08-09 16:56:44.224 : ../models/spf_lut_x4_autosample_res | Iter:126200, Sample:4038400, GPixel:2.64e-03, dT:0.0038, rT:1.2050 +24-08-09 16:58:53.191 : ../models/spf_lut_x4_autosample_res | Iter:126300, Sample:4041600, GPixel:2.66e-03, dT:0.0049, rT:1.2167 +24-08-09 17:01:00.641 : ../models/spf_lut_x4_autosample_res | Iter:126400, Sample:4044800, GPixel:2.75e-03, dT:0.0038, rT:1.2033 +24-08-09 17:03:08.047 : ../models/spf_lut_x4_autosample_res | Iter:126500, Sample:4048000, GPixel:2.83e-03, dT:0.0036, rT:1.2034 +24-08-09 17:05:17.654 : ../models/spf_lut_x4_autosample_res | Iter:126600, Sample:4051200, GPixel:2.76e-03, dT:0.0061, rT:1.2207 +24-08-09 17:07:25.287 : ../models/spf_lut_x4_autosample_res | Iter:126700, Sample:4054400, GPixel:2.68e-03, dT:0.0039, rT:1.2044 +24-08-09 17:09:32.711 : ../models/spf_lut_x4_autosample_res | Iter:126800, Sample:4057600, GPixel:2.74e-03, dT:0.0037, rT:1.2027 +24-08-09 17:11:40.142 : ../models/spf_lut_x4_autosample_res | Iter:126900, Sample:4060800, GPixel:2.60e-03, dT:0.0038, rT:1.2028 +24-08-09 17:13:49.900 : ../models/spf_lut_x4_autosample_res | Iter:127000, Sample:4064000, GPixel:2.79e-03, dT:0.0057, rT:1.2232 +24-08-09 17:15:57.293 : ../models/spf_lut_x4_autosample_res | Iter:127100, Sample:4067200, GPixel:2.64e-03, dT:0.0035, rT:1.2032 +24-08-09 17:18:04.840 : 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dT:0.0037, rT:1.2035 +24-08-09 17:35:08.232 : ../models/spf_lut_x4_autosample_res | Iter:128000, Sample:4096000, GPixel:2.67e-03, dT:0.0036, rT:1.2050 +24-08-09 17:35:08.368 : Checkpoint saved 128000 +24-08-09 17:35:09.395 : Iter 128000 | Dataset Set5 | AVG Val PSNR: 31.147585 +24-08-09 17:35:13.434 : Iter 128000 | Dataset Set14 | AVG Val PSNR: 27.964465 +24-08-09 17:37:22.768 : ../models/spf_lut_x4_autosample_res | Iter:128100, Sample:4099200, GPixel:2.65e-03, dT:0.0056, rT:1.2187 +24-08-09 17:39:30.294 : ../models/spf_lut_x4_autosample_res | Iter:128200, Sample:4102400, GPixel:2.72e-03, dT:0.0036, rT:1.2052 +24-08-09 17:41:37.734 : ../models/spf_lut_x4_autosample_res | Iter:128300, Sample:4105600, GPixel:2.75e-03, dT:0.0037, rT:1.2039 +24-08-09 17:43:47.149 : ../models/spf_lut_x4_autosample_res | Iter:128400, Sample:4108800, GPixel:2.72e-03, dT:0.0059, rT:1.2194 +24-08-09 17:45:54.557 : ../models/spf_lut_x4_autosample_res | Iter:128500, Sample:4112000, GPixel:2.69e-03, dT:0.0036, rT:1.2036 +24-08-09 17:48:02.155 : ../models/spf_lut_x4_autosample_res | Iter:128600, Sample:4115200, GPixel:2.66e-03, dT:0.0039, rT:1.2043 +24-08-09 17:50:09.573 : ../models/spf_lut_x4_autosample_res | Iter:128700, Sample:4118400, GPixel:2.74e-03, dT:0.0037, rT:1.2032 +24-08-09 17:52:18.659 : ../models/spf_lut_x4_autosample_res | Iter:128800, Sample:4121600, GPixel:2.81e-03, dT:0.0064, rT:1.2166 +24-08-09 17:54:26.072 : ../models/spf_lut_x4_autosample_res | Iter:128900, Sample:4124800, GPixel:2.80e-03, dT:0.0036, rT:1.2029 +24-08-09 17:56:33.649 : ../models/spf_lut_x4_autosample_res | Iter:129000, Sample:4128000, GPixel:2.69e-03, dT:0.0036, rT:1.2053 +24-08-09 17:58:42.858 : ../models/spf_lut_x4_autosample_res | Iter:129100, Sample:4131200, GPixel:2.65e-03, dT:0.0055, rT:1.2170 +24-08-09 18:00:50.311 : ../models/spf_lut_x4_autosample_res | Iter:129200, Sample:4134400, GPixel:2.73e-03, dT:0.0038, rT:1.2030 +24-08-09 18:02:57.813 : ../models/spf_lut_x4_autosample_res | Iter:129300, Sample:4137600, GPixel:2.70e-03, dT:0.0035, rT:1.2047 +24-08-09 18:05:05.223 : ../models/spf_lut_x4_autosample_res | Iter:129400, Sample:4140800, GPixel:2.57e-03, dT:0.0036, rT:1.2035 +24-08-09 18:07:14.517 : ../models/spf_lut_x4_autosample_res | Iter:129500, Sample:4144000, GPixel:2.76e-03, dT:0.0051, rT:1.2177 +24-08-09 18:09:21.943 : ../models/spf_lut_x4_autosample_res | Iter:129600, Sample:4147200, GPixel:2.68e-03, dT:0.0036, rT:1.2024 +24-08-09 18:11:29.501 : ../models/spf_lut_x4_autosample_res | Iter:129700, Sample:4150400, GPixel:2.69e-03, dT:0.0036, rT:1.2027 +24-08-09 18:13:37.948 : ../models/spf_lut_x4_autosample_res | Iter:129800, Sample:4153600, GPixel:2.75e-03, dT:0.0046, rT:1.2124 +24-08-09 18:15:46.157 : ../models/spf_lut_x4_autosample_res | Iter:129900, Sample:4156800, GPixel:2.66e-03, dT:0.0049, rT:1.2085 +24-08-09 18:17:53.544 : ../models/spf_lut_x4_autosample_res | Iter:130000, Sample:4160000, GPixel:2.78e-03, dT:0.0035, rT:1.2032 +24-08-09 18:17:53.678 : Checkpoint saved 130000 +24-08-09 18:17:54.664 : Iter 130000 | Dataset Set5 | AVG Val PSNR: 31.135487 +24-08-09 18:17:58.806 : Iter 130000 | Dataset Set14 | AVG Val PSNR: 27.955872 +24-08-09 18:20:06.377 : ../models/spf_lut_x4_autosample_res | Iter:130100, Sample:4163200, GPixel:2.70e-03, dT:0.0037, rT:1.2043 +24-08-09 18:22:15.698 : ../models/spf_lut_x4_autosample_res | Iter:130200, Sample:4166400, GPixel:2.74e-03, dT:0.0056, rT:1.2173 +24-08-09 18:24:23.206 : ../models/spf_lut_x4_autosample_res | Iter:130300, Sample:4169600, GPixel:2.84e-03, dT:0.0035, rT:1.2052 +24-08-09 18:26:30.616 : ../models/spf_lut_x4_autosample_res | Iter:130400, Sample:4172800, GPixel:2.60e-03, dT:0.0036, rT:1.2035 +24-08-09 18:28:38.024 : ../models/spf_lut_x4_autosample_res | Iter:130500, Sample:4176000, GPixel:2.67e-03, dT:0.0036, rT:1.2035 +24-08-09 18:30:47.335 : ../models/spf_lut_x4_autosample_res | Iter:130600, Sample:4179200, GPixel:2.63e-03, dT:0.0050, rT:1.2199 +24-08-09 18:32:54.901 : ../models/spf_lut_x4_autosample_res | Iter:130700, Sample:4182400, GPixel:2.67e-03, dT:0.0036, rT:1.2050 +24-08-09 18:35:02.301 : ../models/spf_lut_x4_autosample_res | Iter:130800, Sample:4185600, GPixel:2.72e-03, dT:0.0036, rT:1.2031 +24-08-09 18:37:11.417 : ../models/spf_lut_x4_autosample_res | Iter:130900, Sample:4188800, GPixel:2.75e-03, dT:0.0073, rT:1.2144 +24-08-09 18:39:18.847 : ../models/spf_lut_x4_autosample_res | Iter:131000, Sample:4192000, GPixel:2.66e-03, dT:0.0037, rT:1.2034 +24-08-09 18:41:26.435 : ../models/spf_lut_x4_autosample_res | Iter:131100, Sample:4195200, GPixel:2.83e-03, dT:0.0038, rT:1.2046 +24-08-09 18:43:33.844 : ../models/spf_lut_x4_autosample_res | Iter:131200, Sample:4198400, GPixel:2.66e-03, dT:0.0036, rT:1.2034 +24-08-09 18:45:42.778 : ../models/spf_lut_x4_autosample_res | Iter:131300, Sample:4201600, GPixel:2.66e-03, dT:0.0052, rT:1.2161 +24-08-09 18:47:50.193 : ../models/spf_lut_x4_autosample_res | Iter:131400, Sample:4204800, GPixel:2.64e-03, dT:0.0037, rT:1.2034 +24-08-09 18:49:57.605 : ../models/spf_lut_x4_autosample_res | Iter:131500, Sample:4208000, GPixel:2.67e-03, dT:0.0036, rT:1.2032 +24-08-09 18:52:06.672 : ../models/spf_lut_x4_autosample_res | Iter:131600, Sample:4211200, GPixel:2.75e-03, dT:0.0058, rT:1.2162 +24-08-09 18:54:14.241 : ../models/spf_lut_x4_autosample_res | Iter:131700, Sample:4214400, GPixel:2.62e-03, dT:0.0036, rT:1.2048 +24-08-09 18:56:21.650 : ../models/spf_lut_x4_autosample_res | Iter:131800, Sample:4217600, GPixel:2.78e-03, dT:0.0036, rT:1.2034 +24-08-09 18:58:29.047 : ../models/spf_lut_x4_autosample_res | Iter:131900, Sample:4220800, GPixel:2.73e-03, dT:0.0035, rT:1.2030 +24-08-09 19:00:38.195 : ../models/spf_lut_x4_autosample_res | Iter:132000, Sample:4224000, GPixel:2.73e-03, dT:0.0050, rT:1.2178 +24-08-09 19:00:38.330 : Checkpoint saved 132000 +24-08-09 19:00:39.354 : Iter 132000 | Dataset Set5 | AVG Val PSNR: 31.140617 +24-08-09 19:00:43.423 : Iter 132000 | Dataset Set14 | AVG Val PSNR: 27.973568 +24-08-09 19:02:51.002 : ../models/spf_lut_x4_autosample_res | Iter:132100, Sample:4227200, GPixel:2.77e-03, dT:0.0037, rT:1.2035 +24-08-09 19:04:58.425 : ../models/spf_lut_x4_autosample_res | Iter:132200, Sample:4230400, GPixel:2.68e-03, dT:0.0036, rT:1.2037 +24-08-09 19:07:07.153 : ../models/spf_lut_x4_autosample_res | Iter:132300, Sample:4233600, GPixel:2.71e-03, dT:0.0043, rT:1.2156 +24-08-09 19:09:15.292 : ../models/spf_lut_x4_autosample_res | Iter:132400, Sample:4236800, GPixel:2.68e-03, dT:0.0046, rT:1.2083 +24-08-09 19:11:22.694 : ../models/spf_lut_x4_autosample_res | Iter:132500, Sample:4240000, GPixel:2.70e-03, dT:0.0036, rT:1.2037 +24-08-09 19:13:30.115 : ../models/spf_lut_x4_autosample_res | Iter:132600, Sample:4243200, GPixel:2.65e-03, dT:0.0036, rT:1.2033 +24-08-09 19:15:39.395 : ../models/spf_lut_x4_autosample_res | Iter:132700, Sample:4246400, GPixel:2.64e-03, dT:0.0054, rT:1.2182 +24-08-09 19:17:46.827 : ../models/spf_lut_x4_autosample_res | Iter:132800, Sample:4249600, GPixel:2.59e-03, dT:0.0037, rT:1.2035 +24-08-09 19:19:54.242 : ../models/spf_lut_x4_autosample_res | Iter:132900, Sample:4252800, GPixel:2.56e-03, dT:0.0036, rT:1.2034 +24-08-09 19:22:01.643 : ../models/spf_lut_x4_autosample_res | Iter:133000, Sample:4256000, GPixel:2.68e-03, dT:0.0035, rT:1.2033 +24-08-09 19:24:11.078 : ../models/spf_lut_x4_autosample_res | Iter:133100, Sample:4259200, GPixel:2.68e-03, dT:0.0065, rT:1.2180 +24-08-09 19:26:18.497 : ../models/spf_lut_x4_autosample_res | Iter:133200, Sample:4262400, GPixel:2.78e-03, dT:0.0036, rT:1.2032 +24-08-09 19:28:26.018 : ../models/spf_lut_x4_autosample_res | Iter:133300, Sample:4265600, GPixel:2.67e-03, dT:0.0037, rT:1.2046 +24-08-09 19:30:35.081 : ../models/spf_lut_x4_autosample_res | Iter:133400, Sample:4268800, GPixel:2.67e-03, dT:0.0054, rT:1.2164 +24-08-09 19:32:42.485 : ../models/spf_lut_x4_autosample_res | Iter:133500, Sample:4272000, GPixel:2.75e-03, dT:0.0036, rT:1.2022 +24-08-09 19:34:49.935 : ../models/spf_lut_x4_autosample_res | Iter:133600, Sample:4275200, GPixel:2.68e-03, dT:0.0036, rT:1.2035 +24-08-09 19:36:57.527 : ../models/spf_lut_x4_autosample_res | Iter:133700, Sample:4278400, GPixel:2.64e-03, dT:0.0037, rT:1.2049 +24-08-09 19:39:06.904 : ../models/spf_lut_x4_autosample_res | Iter:133800, Sample:4281600, GPixel:2.71e-03, dT:0.0063, rT:1.2188 +24-08-09 19:41:14.318 : ../models/spf_lut_x4_autosample_res | Iter:133900, Sample:4284800, GPixel:2.73e-03, dT:0.0036, rT:1.2032 +24-08-09 19:43:21.727 : ../models/spf_lut_x4_autosample_res | Iter:134000, Sample:4288000, GPixel:2.71e-03, dT:0.0036, rT:1.2031 +24-08-09 19:43:21.863 : Checkpoint saved 134000 +24-08-09 19:43:22.884 : Iter 134000 | Dataset Set5 | AVG Val PSNR: 31.120250 +24-08-09 19:43:27.033 : Iter 134000 | Dataset Set14 | AVG Val PSNR: 27.960018 +24-08-09 19:45:36.837 : ../models/spf_lut_x4_autosample_res | Iter:134100, Sample:4291200, GPixel:2.61e-03, dT:0.0060, rT:1.2244 +24-08-09 19:47:44.341 : ../models/spf_lut_x4_autosample_res | Iter:134200, Sample:4294400, GPixel:2.76e-03, dT:0.0037, rT:1.2040 +24-08-09 19:49:51.753 : ../models/spf_lut_x4_autosample_res | Iter:134300, Sample:4297600, GPixel:2.86e-03, dT:0.0036, rT:1.2028 +24-08-09 19:51:59.245 : ../models/spf_lut_x4_autosample_res | Iter:134400, Sample:4300800, GPixel:2.58e-03, dT:0.0041, rT:1.2039 +24-08-09 19:54:09.000 : ../models/spf_lut_x4_autosample_res | Iter:134500, Sample:4304000, GPixel:2.70e-03, dT:0.0058, rT:1.2236 +24-08-09 19:56:16.394 : ../models/spf_lut_x4_autosample_res | Iter:134600, Sample:4307200, GPixel:2.69e-03, dT:0.0036, rT:1.2035 +24-08-09 19:58:23.817 : ../models/spf_lut_x4_autosample_res | Iter:134700, Sample:4310400, GPixel:2.85e-03, dT:0.0037, rT:1.2030 +24-08-09 20:00:32.592 : ../models/spf_lut_x4_autosample_res | Iter:134800, Sample:4313600, GPixel:2.66e-03, dT:0.0042, rT:1.2157 +24-08-09 20:02:40.454 : ../models/spf_lut_x4_autosample_res | Iter:134900, Sample:4316800, GPixel:2.77e-03, dT:0.0045, rT:1.2059 +24-08-09 20:04:47.857 : ../models/spf_lut_x4_autosample_res | Iter:135000, Sample:4320000, GPixel:2.76e-03, dT:0.0036, rT:1.2030 +24-08-09 20:06:55.368 : ../models/spf_lut_x4_autosample_res | Iter:135100, Sample:4323200, GPixel:2.71e-03, dT:0.0036, rT:1.2047 +24-08-09 20:09:04.866 : ../models/spf_lut_x4_autosample_res | Iter:135200, Sample:4326400, GPixel:2.89e-03, dT:0.0059, rT:1.2202 +24-08-09 20:11:12.285 : ../models/spf_lut_x4_autosample_res | Iter:135300, Sample:4329600, GPixel:2.59e-03, dT:0.0037, rT:1.2031 +24-08-09 20:13:19.676 : ../models/spf_lut_x4_autosample_res | Iter:135400, Sample:4332800, GPixel:2.66e-03, dT:0.0035, rT:1.2035 +24-08-09 20:15:27.380 : ../models/spf_lut_x4_autosample_res | Iter:135500, Sample:4336000, GPixel:2.84e-03, dT:0.0041, rT:1.2055 +24-08-09 20:17:36.813 : ../models/spf_lut_x4_autosample_res | Iter:135600, Sample:4339200, GPixel:2.70e-03, dT:0.0054, rT:1.2201 +24-08-09 20:19:44.259 : ../models/spf_lut_x4_autosample_res | Iter:135700, Sample:4342400, GPixel:2.65e-03, dT:0.0037, rT:1.2038 +24-08-09 20:21:51.651 : ../models/spf_lut_x4_autosample_res | Iter:135800, Sample:4345600, GPixel:2.73e-03, dT:0.0035, rT:1.2031 +24-08-09 20:24:00.665 : ../models/spf_lut_x4_autosample_res | Iter:135900, Sample:4348800, GPixel:2.54e-03, dT:0.0054, rT:1.2153 +24-08-09 20:26:08.077 : ../models/spf_lut_x4_autosample_res | Iter:136000, Sample:4352000, GPixel:2.84e-03, dT:0.0036, rT:1.2028 +24-08-09 20:26:08.213 : Checkpoint saved 136000 +24-08-09 20:26:09.225 : Iter 136000 | Dataset Set5 | AVG Val PSNR: 31.079872 +24-08-09 20:26:13.364 : Iter 136000 | Dataset Set14 | AVG Val PSNR: 27.951221 +24-08-09 20:28:20.926 : ../models/spf_lut_x4_autosample_res | Iter:136100, Sample:4355200, GPixel:2.51e-03, dT:0.0038, rT:1.2059 +24-08-09 20:30:28.331 : ../models/spf_lut_x4_autosample_res | Iter:136200, Sample:4358400, GPixel:2.77e-03, dT:0.0036, rT:1.2033 +24-08-09 20:32:37.760 : ../models/spf_lut_x4_autosample_res | Iter:136300, Sample:4361600, GPixel:2.71e-03, dT:0.0058, rT:1.2186 +24-08-09 20:34:45.175 : ../models/spf_lut_x4_autosample_res | Iter:136400, Sample:4364800, GPixel:2.68e-03, dT:0.0036, rT:1.2032 +24-08-09 20:36:52.719 : ../models/spf_lut_x4_autosample_res | Iter:136500, Sample:4368000, GPixel:2.64e-03, dT:0.0035, rT:1.2045 +24-08-09 20:39:01.908 : ../models/spf_lut_x4_autosample_res | Iter:136600, Sample:4371200, GPixel:2.69e-03, dT:0.0054, rT:1.2178 +24-08-09 20:41:09.328 : ../models/spf_lut_x4_autosample_res | Iter:136700, Sample:4374400, GPixel:2.84e-03, dT:0.0037, rT:1.2034 +24-08-09 20:43:16.744 : ../models/spf_lut_x4_autosample_res | Iter:136800, Sample:4377600, GPixel:2.69e-03, dT:0.0036, rT:1.2037 +24-08-09 20:45:24.299 : ../models/spf_lut_x4_autosample_res | Iter:136900, Sample:4380800, GPixel:2.61e-03, dT:0.0035, rT:1.2052 +24-08-09 20:47:33.826 : ../models/spf_lut_x4_autosample_res | Iter:137000, Sample:4384000, GPixel:2.72e-03, dT:0.0061, rT:1.2210 +24-08-09 20:49:41.343 : 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dT:0.0035, rT:1.2035 +24-08-09 21:06:44.516 : ../models/spf_lut_x4_autosample_res | Iter:137900, Sample:4412800, GPixel:2.64e-03, dT:0.0037, rT:1.2048 +24-08-09 21:08:52.307 : ../models/spf_lut_x4_autosample_res | Iter:138000, Sample:4416000, GPixel:2.60e-03, dT:0.0040, rT:1.2066 +24-08-09 21:08:52.692 : Checkpoint saved 138000 +24-08-09 21:08:54.778 : Iter 138000 | Dataset Set5 | AVG Val PSNR: 31.125634 +24-08-09 21:09:00.689 : Iter 138000 | Dataset Set14 | AVG Val PSNR: 27.956734 +24-08-09 21:11:09.145 : ../models/spf_lut_x4_autosample_res | Iter:138100, Sample:4419200, GPixel:2.70e-03, dT:0.0044, rT:1.2118 +24-08-09 21:13:16.529 : ../models/spf_lut_x4_autosample_res | Iter:138200, Sample:4422400, GPixel:2.74e-03, dT:0.0035, rT:1.2034 +24-08-09 21:15:23.957 : ../models/spf_lut_x4_autosample_res | Iter:138300, Sample:4425600, GPixel:2.76e-03, dT:0.0036, rT:1.2030 +24-08-09 21:17:33.359 : ../models/spf_lut_x4_autosample_res | Iter:138400, Sample:4428800, GPixel:2.62e-03, dT:0.0058, rT:1.2193 +24-08-09 21:19:40.918 : ../models/spf_lut_x4_autosample_res | Iter:138500, Sample:4432000, GPixel:2.83e-03, dT:0.0036, rT:1.2054 +24-08-09 21:21:48.335 : ../models/spf_lut_x4_autosample_res | Iter:138600, Sample:4435200, GPixel:2.70e-03, dT:0.0036, rT:1.2030 +24-08-09 21:23:55.737 : ../models/spf_lut_x4_autosample_res | Iter:138700, Sample:4438400, GPixel:2.71e-03, dT:0.0035, rT:1.2033 +24-08-09 21:26:05.304 : ../models/spf_lut_x4_autosample_res | Iter:138800, Sample:4441600, GPixel:2.83e-03, dT:0.0055, rT:1.2216 +24-08-09 21:28:12.861 : ../models/spf_lut_x4_autosample_res | Iter:138900, Sample:4444800, GPixel:2.69e-03, dT:0.0036, rT:1.2049 +24-08-09 21:30:20.310 : ../models/spf_lut_x4_autosample_res | Iter:139000, Sample:4448000, GPixel:2.65e-03, dT:0.0037, rT:1.2035 +24-08-09 21:32:29.233 : ../models/spf_lut_x4_autosample_res | Iter:139100, Sample:4451200, GPixel:2.65e-03, dT:0.0051, rT:1.2151 +24-08-09 21:34:36.780 : ../models/spf_lut_x4_autosample_res | Iter:139200, Sample:4454400, GPixel:2.52e-03, dT:0.0037, rT:1.2053 +24-08-09 21:36:44.199 : ../models/spf_lut_x4_autosample_res | Iter:139300, Sample:4457600, GPixel:2.60e-03, dT:0.0036, rT:1.2036 +24-08-09 21:38:51.620 : ../models/spf_lut_x4_autosample_res | Iter:139400, Sample:4460800, GPixel:2.79e-03, dT:0.0036, rT:1.2032 +24-08-09 21:41:01.195 : ../models/spf_lut_x4_autosample_res | Iter:139500, Sample:4464000, GPixel:2.64e-03, dT:0.0059, rT:1.2205 +24-08-09 21:43:08.609 : ../models/spf_lut_x4_autosample_res | Iter:139600, Sample:4467200, GPixel:2.68e-03, dT:0.0036, rT:1.2016 +24-08-09 21:45:16.058 : ../models/spf_lut_x4_autosample_res | Iter:139700, Sample:4470400, GPixel:2.72e-03, dT:0.0039, rT:1.2029 +24-08-09 21:47:25.081 : ../models/spf_lut_x4_autosample_res | Iter:139800, Sample:4473600, GPixel:2.75e-03, dT:0.0053, rT:1.2170 +24-08-09 21:49:32.825 : ../models/spf_lut_x4_autosample_res | Iter:139900, Sample:4476800, GPixel:2.75e-03, dT:0.0038, rT:1.2050 +24-08-09 21:51:40.405 : ../models/spf_lut_x4_autosample_res | Iter:140000, Sample:4480000, GPixel:2.61e-03, dT:0.0036, rT:1.2047 +24-08-09 21:51:40.548 : Checkpoint saved 140000 +24-08-09 21:51:41.561 : Iter 140000 | Dataset Set5 | AVG Val PSNR: 31.124463 +24-08-09 21:51:45.613 : Iter 140000 | Dataset Set14 | AVG Val PSNR: 27.961230 +24-08-09 21:53:53.022 : ../models/spf_lut_x4_autosample_res | Iter:140100, Sample:4483200, GPixel:2.76e-03, dT:0.0035, rT:1.2033 +24-08-09 21:56:02.543 : ../models/spf_lut_x4_autosample_res | Iter:140200, Sample:4486400, GPixel:2.83e-03, dT:0.0052, rT:1.2221 +24-08-09 21:58:09.961 : ../models/spf_lut_x4_autosample_res | Iter:140300, Sample:4489600, GPixel:2.67e-03, dT:0.0035, rT:1.2036 +24-08-09 22:00:17.421 : ../models/spf_lut_x4_autosample_res | Iter:140400, Sample:4492800, GPixel:2.64e-03, dT:0.0037, rT:1.2035 +24-08-09 22:02:25.241 : ../models/spf_lut_x4_autosample_res | Iter:140500, Sample:4496000, GPixel:2.76e-03, dT:0.0042, rT:1.2062 +24-08-09 22:04:33.941 : 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22:34:27.059 : Iter 142000 | Dataset Set5 | AVG Val PSNR: 31.128636 +24-08-09 22:34:31.190 : Iter 142000 | Dataset Set14 | AVG Val PSNR: 27.959790 +24-08-09 22:36:38.614 : ../models/spf_lut_x4_autosample_res | Iter:142100, Sample:4547200, GPixel:2.70e-03, dT:0.0036, rT:1.2036 +24-08-09 22:38:46.127 : ../models/spf_lut_x4_autosample_res | Iter:142200, Sample:4550400, GPixel:2.57e-03, dT:0.0035, rT:1.2051 +24-08-09 22:40:55.420 : ../models/spf_lut_x4_autosample_res | Iter:142300, Sample:4553600, GPixel:2.66e-03, dT:0.0049, rT:1.2198 +24-08-09 22:43:02.911 : ../models/spf_lut_x4_autosample_res | Iter:142400, Sample:4556800, GPixel:2.73e-03, dT:0.0038, rT:1.2033 +24-08-09 22:45:10.342 : ../models/spf_lut_x4_autosample_res | Iter:142500, Sample:4560000, GPixel:2.63e-03, dT:0.0036, rT:1.2034 +24-08-09 22:47:17.923 : ../models/spf_lut_x4_autosample_res | Iter:142600, Sample:4563200, GPixel:2.70e-03, dT:0.0037, rT:1.2050 +24-08-09 22:49:27.468 : ../models/spf_lut_x4_autosample_res | Iter:142700, Sample:4566400, GPixel:2.79e-03, dT:0.0048, rT:1.2222 +24-08-09 22:51:34.884 : ../models/spf_lut_x4_autosample_res | Iter:142800, Sample:4569600, GPixel:2.70e-03, dT:0.0037, rT:1.2033 +24-08-09 22:53:42.336 : ../models/spf_lut_x4_autosample_res | Iter:142900, Sample:4572800, GPixel:2.58e-03, dT:0.0037, rT:1.2030 +24-08-09 22:55:50.834 : ../models/spf_lut_x4_autosample_res | Iter:143000, Sample:4576000, GPixel:2.73e-03, dT:0.0041, rT:1.2130 +24-08-09 22:57:59.188 : ../models/spf_lut_x4_autosample_res | Iter:143100, Sample:4579200, GPixel:2.59e-03, dT:0.0045, rT:1.2116 +24-08-09 23:00:06.698 : ../models/spf_lut_x4_autosample_res | Iter:143200, Sample:4582400, GPixel:2.75e-03, dT:0.0035, rT:1.2050 +24-08-09 23:02:14.105 : ../models/spf_lut_x4_autosample_res | Iter:143300, Sample:4585600, GPixel:2.62e-03, dT:0.0036, rT:1.2027 +24-08-09 23:04:23.519 : ../models/spf_lut_x4_autosample_res | Iter:143400, Sample:4588800, GPixel:2.72e-03, dT:0.0059, rT:1.2184 +24-08-09 23:06:30.953 : ../models/spf_lut_x4_autosample_res | Iter:143500, Sample:4592000, GPixel:2.71e-03, dT:0.0037, rT:1.2037 +24-08-09 23:08:38.521 : ../models/spf_lut_x4_autosample_res | Iter:143600, Sample:4595200, GPixel:2.59e-03, dT:0.0036, rT:1.2049 +24-08-09 23:10:45.950 : ../models/spf_lut_x4_autosample_res | Iter:143700, Sample:4598400, GPixel:2.81e-03, dT:0.0037, rT:1.2035 +24-08-09 23:12:54.700 : ../models/spf_lut_x4_autosample_res | Iter:143800, Sample:4601600, GPixel:2.62e-03, dT:0.0053, rT:1.2131 +24-08-09 23:15:02.102 : ../models/spf_lut_x4_autosample_res | Iter:143900, Sample:4604800, GPixel:2.72e-03, dT:0.0035, rT:1.2032 +24-08-09 23:17:09.682 : ../models/spf_lut_x4_autosample_res | Iter:144000, Sample:4608000, GPixel:2.68e-03, dT:0.0037, rT:1.2046 +24-08-09 23:17:09.823 : Checkpoint saved 144000 +24-08-09 23:17:10.827 : Iter 144000 | Dataset Set5 | AVG Val PSNR: 31.146864 +24-08-09 23:17:14.924 : Iter 144000 | Dataset Set14 | AVG Val PSNR: 27.976379 +24-08-09 23:19:23.921 : 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Iter:145600, Sample:4659200, GPixel:2.69e-03, dT:0.0051, rT:1.2165 +24-08-09 23:53:30.416 : ../models/spf_lut_x4_autosample_res | Iter:145700, Sample:4662400, GPixel:2.79e-03, dT:0.0036, rT:1.2032 +24-08-09 23:55:37.835 : ../models/spf_lut_x4_autosample_res | Iter:145800, Sample:4665600, GPixel:2.73e-03, dT:0.0036, rT:1.2033 +24-08-09 23:57:46.833 : ../models/spf_lut_x4_autosample_res | Iter:145900, Sample:4668800, GPixel:2.61e-03, dT:0.0049, rT:1.2160 +24-08-09 23:59:54.458 : ../models/spf_lut_x4_autosample_res | Iter:146000, Sample:4672000, GPixel:2.76e-03, dT:0.0039, rT:1.2036 +24-08-09 23:59:54.595 : Checkpoint saved 146000 +24-08-09 23:59:55.607 : Iter 146000 | Dataset Set5 | AVG Val PSNR: 31.146945 +24-08-09 23:59:59.772 : Iter 146000 | Dataset Set14 | AVG Val PSNR: 27.979201 +24-08-10 00:02:07.223 : ../models/spf_lut_x4_autosample_res | Iter:146100, Sample:4675200, GPixel:2.71e-03, dT:0.0037, rT:1.2038 +24-08-10 00:04:14.639 : ../models/spf_lut_x4_autosample_res | Iter:146200, Sample:4678400, GPixel:2.73e-03, dT:0.0036, rT:1.2034 +24-08-10 00:06:24.268 : ../models/spf_lut_x4_autosample_res | Iter:146300, Sample:4681600, GPixel:2.52e-03, dT:0.0060, rT:1.2222 +24-08-10 00:08:31.662 : ../models/spf_lut_x4_autosample_res | Iter:146400, Sample:4684800, GPixel:2.84e-03, dT:0.0035, rT:1.2030 +24-08-10 00:10:39.117 : ../models/spf_lut_x4_autosample_res | Iter:146500, Sample:4688000, GPixel:2.57e-03, dT:0.0039, rT:1.2031 +24-08-10 00:12:48.395 : ../models/spf_lut_x4_autosample_res | Iter:146600, Sample:4691200, GPixel:2.74e-03, dT:0.0059, rT:1.2176 +24-08-10 00:14:55.830 : ../models/spf_lut_x4_autosample_res | Iter:146700, Sample:4694400, GPixel:2.70e-03, dT:0.0036, rT:1.2039 +24-08-10 00:17:03.256 : ../models/spf_lut_x4_autosample_res | Iter:146800, Sample:4697600, GPixel:2.50e-03, dT:0.0036, rT:1.2035 +24-08-10 00:19:10.680 : ../models/spf_lut_x4_autosample_res | Iter:146900, Sample:4700800, GPixel:2.65e-03, dT:0.0036, rT:1.2033 +24-08-10 00:21:19.795 : 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dT:0.0055, rT:1.2207 +24-08-10 00:38:23.166 : ../models/spf_lut_x4_autosample_res | Iter:147800, Sample:4729600, GPixel:2.67e-03, dT:0.0036, rT:1.2036 +24-08-10 00:40:30.593 : ../models/spf_lut_x4_autosample_res | Iter:147900, Sample:4732800, GPixel:2.66e-03, dT:0.0036, rT:1.2036 +24-08-10 00:42:39.060 : ../models/spf_lut_x4_autosample_res | Iter:148000, Sample:4736000, GPixel:2.72e-03, dT:0.0048, rT:1.2121 +24-08-10 00:42:39.208 : Checkpoint saved 148000 +24-08-10 00:42:40.884 : Iter 148000 | Dataset Set5 | AVG Val PSNR: 31.123742 +24-08-10 00:42:46.397 : Iter 148000 | Dataset Set14 | AVG Val PSNR: 27.968105 +24-08-10 00:44:54.371 : ../models/spf_lut_x4_autosample_res | Iter:148100, Sample:4739200, GPixel:2.68e-03, dT:0.0039, rT:1.2070 +24-08-10 00:47:01.807 : ../models/spf_lut_x4_autosample_res | Iter:148200, Sample:4742400, GPixel:2.59e-03, dT:0.0036, rT:1.2033 +24-08-10 00:49:09.345 : ../models/spf_lut_x4_autosample_res | Iter:148300, Sample:4745600, GPixel:2.79e-03, dT:0.0036, rT:1.2051 +24-08-10 00:51:18.275 : ../models/spf_lut_x4_autosample_res | Iter:148400, Sample:4748800, GPixel:2.66e-03, dT:0.0049, rT:1.2152 +24-08-10 00:53:25.708 : ../models/spf_lut_x4_autosample_res | Iter:148500, Sample:4752000, GPixel:2.59e-03, dT:0.0037, rT:1.2025 +24-08-10 00:55:33.143 : ../models/spf_lut_x4_autosample_res | Iter:148600, Sample:4755200, GPixel:2.54e-03, dT:0.0036, rT:1.2034 +24-08-10 00:57:41.063 : ../models/spf_lut_x4_autosample_res | Iter:148700, Sample:4758400, GPixel:2.84e-03, dT:0.0039, rT:1.2093 +24-08-10 00:59:50.113 : ../models/spf_lut_x4_autosample_res | Iter:148800, Sample:4761600, GPixel:2.84e-03, dT:0.0046, rT:1.2177 +24-08-10 01:01:57.546 : ../models/spf_lut_x4_autosample_res | Iter:148900, Sample:4764800, GPixel:2.70e-03, dT:0.0035, rT:1.2033 +24-08-10 01:04:05.036 : ../models/spf_lut_x4_autosample_res | Iter:149000, Sample:4768000, GPixel:2.68e-03, dT:0.0036, rT:1.2040 +24-08-10 01:06:14.939 : ../models/spf_lut_x4_autosample_res | Iter:149100, Sample:4771200, GPixel:2.74e-03, dT:0.0059, rT:1.2235 +24-08-10 01:08:22.414 : ../models/spf_lut_x4_autosample_res | Iter:149200, Sample:4774400, GPixel:2.62e-03, dT:0.0035, rT:1.2033 +24-08-10 01:10:29.991 : ../models/spf_lut_x4_autosample_res | Iter:149300, Sample:4777600, GPixel:2.64e-03, dT:0.0036, rT:1.2060 +24-08-10 01:12:37.444 : ../models/spf_lut_x4_autosample_res | Iter:149400, Sample:4780800, GPixel:2.63e-03, dT:0.0036, rT:1.2040 +24-08-10 01:14:46.689 : ../models/spf_lut_x4_autosample_res | Iter:149500, Sample:4784000, GPixel:2.66e-03, dT:0.0056, rT:1.2191 +24-08-10 01:16:54.162 : ../models/spf_lut_x4_autosample_res | Iter:149600, Sample:4787200, GPixel:2.71e-03, dT:0.0036, rT:1.2042 +24-08-10 01:19:01.742 : ../models/spf_lut_x4_autosample_res | Iter:149700, Sample:4790400, GPixel:2.71e-03, dT:0.0035, rT:1.2051 +24-08-10 01:21:10.963 : ../models/spf_lut_x4_autosample_res | Iter:149800, Sample:4793600, GPixel:2.69e-03, dT:0.0052, rT:1.2175 +24-08-10 01:23:18.438 : ../models/spf_lut_x4_autosample_res | Iter:149900, Sample:4796800, GPixel:2.66e-03, dT:0.0037, rT:1.2040 +24-08-10 01:25:25.885 : ../models/spf_lut_x4_autosample_res | Iter:150000, Sample:4800000, GPixel:2.75e-03, dT:0.0036, rT:1.2034 +24-08-10 01:25:26.021 : Checkpoint saved 150000 +24-08-10 01:25:27.036 : Iter 150000 | Dataset Set5 | AVG Val PSNR: 31.155715 +24-08-10 01:25:31.172 : Iter 150000 | Dataset Set14 | AVG Val PSNR: 27.971845 +24-08-10 01:27:38.705 : ../models/spf_lut_x4_autosample_res | Iter:150100, Sample:4803200, GPixel:2.63e-03, dT:0.0036, rT:1.2042 +24-08-10 01:29:48.636 : ../models/spf_lut_x4_autosample_res | Iter:150200, Sample:4806400, GPixel:2.59e-03, dT:0.0053, rT:1.2251 +24-08-10 01:31:56.138 : ../models/spf_lut_x4_autosample_res | Iter:150300, Sample:4809600, GPixel:2.88e-03, dT:0.0039, rT:1.2039 +24-08-10 01:34:03.591 : ../models/spf_lut_x4_autosample_res | Iter:150400, Sample:4812800, GPixel:2.68e-03, dT:0.0037, rT:1.2041 +24-08-10 01:36:12.863 : ../models/spf_lut_x4_autosample_res | Iter:150500, Sample:4816000, GPixel:2.79e-03, dT:0.0047, rT:1.2191 +24-08-10 01:38:20.644 : ../models/spf_lut_x4_autosample_res | Iter:150600, Sample:4819200, GPixel:2.55e-03, dT:0.0041, rT:1.2058 +24-08-10 01:40:28.100 : ../models/spf_lut_x4_autosample_res | Iter:150700, Sample:4822400, GPixel:2.67e-03, dT:0.0038, rT:1.2038 +24-08-10 01:42:35.534 : ../models/spf_lut_x4_autosample_res | Iter:150800, Sample:4825600, GPixel:2.68e-03, dT:0.0036, rT:1.2023 +24-08-10 01:44:44.990 : ../models/spf_lut_x4_autosample_res | Iter:150900, Sample:4828800, GPixel:2.77e-03, dT:0.0066, rT:1.2203 +24-08-10 01:46:52.404 : ../models/spf_lut_x4_autosample_res | Iter:151000, Sample:4832000, GPixel:2.63e-03, dT:0.0035, rT:1.2033 +24-08-10 01:48:59.924 : ../models/spf_lut_x4_autosample_res | Iter:151100, Sample:4835200, GPixel:2.52e-03, dT:0.0036, rT:1.2050 +24-08-10 01:51:07.662 : ../models/spf_lut_x4_autosample_res | Iter:151200, Sample:4838400, GPixel:2.72e-03, dT:0.0038, rT:1.2069 +24-08-10 01:53:16.118 : ../models/spf_lut_x4_autosample_res | Iter:151300, Sample:4841600, GPixel:2.71e-03, dT:0.0060, rT:1.2106 +24-08-10 01:55:23.535 : ../models/spf_lut_x4_autosample_res | Iter:151400, Sample:4844800, GPixel:2.66e-03, dT:0.0037, rT:1.2033 +24-08-10 01:57:31.123 : ../models/spf_lut_x4_autosample_res | Iter:151500, Sample:4848000, GPixel:2.56e-03, dT:0.0037, rT:1.2050 +24-08-10 01:59:40.176 : ../models/spf_lut_x4_autosample_res | Iter:151600, Sample:4851200, GPixel:2.63e-03, dT:0.0052, rT:1.2167 +24-08-10 02:01:47.585 : ../models/spf_lut_x4_autosample_res | Iter:151700, Sample:4854400, GPixel:2.61e-03, dT:0.0036, rT:1.2034 +24-08-10 02:03:55.021 : ../models/spf_lut_x4_autosample_res | Iter:151800, Sample:4857600, GPixel:2.68e-03, dT:0.0036, rT:1.2037 +24-08-10 02:06:02.578 : ../models/spf_lut_x4_autosample_res | Iter:151900, Sample:4860800, GPixel:2.61e-03, dT:0.0037, rT:1.2027 +24-08-10 02:08:11.623 : ../models/spf_lut_x4_autosample_res | Iter:152000, Sample:4864000, GPixel:2.63e-03, dT:0.0055, rT:1.2161 +24-08-10 02:08:11.759 : Checkpoint saved 152000 +24-08-10 02:08:12.782 : Iter 152000 | Dataset Set5 | AVG Val PSNR: 31.153958 +24-08-10 02:08:16.772 : Iter 152000 | Dataset Set14 | AVG Val PSNR: 27.970359 +24-08-10 02:10:24.307 : ../models/spf_lut_x4_autosample_res | Iter:152100, Sample:4867200, GPixel:2.62e-03, dT:0.0036, rT:1.2051 +24-08-10 02:12:31.789 : ../models/spf_lut_x4_autosample_res | Iter:152200, Sample:4870400, GPixel:2.63e-03, dT:0.0037, rT:1.2041 +24-08-10 02:14:41.035 : ../models/spf_lut_x4_autosample_res | Iter:152300, Sample:4873600, GPixel:2.75e-03, dT:0.0054, rT:1.2178 +24-08-10 02:16:48.460 : ../models/spf_lut_x4_autosample_res | Iter:152400, Sample:4876800, GPixel:2.53e-03, dT:0.0036, rT:1.2030 +24-08-10 02:18:56.052 : ../models/spf_lut_x4_autosample_res | Iter:152500, Sample:4880000, GPixel:2.74e-03, dT:0.0037, rT:1.2053 +24-08-10 02:21:03.468 : ../models/spf_lut_x4_autosample_res | Iter:152600, Sample:4883200, GPixel:2.69e-03, dT:0.0036, rT:1.2034 +24-08-10 02:23:12.555 : ../models/spf_lut_x4_autosample_res | Iter:152700, Sample:4886400, GPixel:2.66e-03, dT:0.0050, rT:1.2174 +24-08-10 02:25:20.006 : ../models/spf_lut_x4_autosample_res | Iter:152800, Sample:4889600, GPixel:2.80e-03, dT:0.0038, rT:1.2036 +24-08-10 02:27:27.575 : ../models/spf_lut_x4_autosample_res | Iter:152900, Sample:4892800, GPixel:2.69e-03, dT:0.0036, rT:1.2048 +24-08-10 02:29:36.449 : ../models/spf_lut_x4_autosample_res | Iter:153000, Sample:4896000, GPixel:2.78e-03, dT:0.0052, rT:1.2152 +24-08-10 02:31:44.166 : ../models/spf_lut_x4_autosample_res | Iter:153100, Sample:4899200, GPixel:2.60e-03, dT:0.0041, rT:1.2057 +24-08-10 02:33:51.596 : ../models/spf_lut_x4_autosample_res | Iter:153200, Sample:4902400, GPixel:2.58e-03, dT:0.0037, rT:1.2034 +24-08-10 02:35:59.005 : ../models/spf_lut_x4_autosample_res | Iter:153300, Sample:4905600, GPixel:2.63e-03, dT:0.0035, rT:1.2034 +24-08-10 02:38:08.313 : ../models/spf_lut_x4_autosample_res | Iter:153400, Sample:4908800, GPixel:2.73e-03, dT:0.0057, rT:1.2168 +24-08-10 02:40:15.869 : ../models/spf_lut_x4_autosample_res | Iter:153500, Sample:4912000, GPixel:2.79e-03, dT:0.0036, rT:1.2042 +24-08-10 02:42:23.271 : ../models/spf_lut_x4_autosample_res | Iter:153600, Sample:4915200, GPixel:2.68e-03, dT:0.0035, rT:1.2031 +24-08-10 02:44:31.172 : ../models/spf_lut_x4_autosample_res | Iter:153700, Sample:4918400, GPixel:2.66e-03, dT:0.0040, rT:1.2075 +24-08-10 02:46:40.205 : ../models/spf_lut_x4_autosample_res | Iter:153800, Sample:4921600, GPixel:2.79e-03, dT:0.0057, rT:1.2157 +24-08-10 02:48:47.843 : ../models/spf_lut_x4_autosample_res | Iter:153900, Sample:4924800, GPixel:2.70e-03, dT:0.0038, rT:1.2058 +24-08-10 02:50:55.287 : ../models/spf_lut_x4_autosample_res | Iter:154000, Sample:4928000, GPixel:2.72e-03, dT:0.0036, rT:1.2031 +24-08-10 02:50:55.421 : Checkpoint saved 154000 +24-08-10 02:50:56.419 : Iter 154000 | Dataset Set5 | AVG Val PSNR: 31.155235 +24-08-10 02:51:00.398 : Iter 154000 | Dataset Set14 | AVG Val PSNR: 27.978922 +24-08-10 02:53:09.743 : ../models/spf_lut_x4_autosample_res | Iter:154100, Sample:4931200, GPixel:2.74e-03, dT:0.0065, rT:1.2199 +24-08-10 02:55:17.198 : ../models/spf_lut_x4_autosample_res | Iter:154200, Sample:4934400, GPixel:2.76e-03, dT:0.0037, rT:1.2035 +24-08-10 02:57:24.637 : ../models/spf_lut_x4_autosample_res | Iter:154300, Sample:4937600, GPixel:2.69e-03, dT:0.0036, rT:1.2039 +24-08-10 02:59:32.095 : ../models/spf_lut_x4_autosample_res | Iter:154400, Sample:4940800, GPixel:2.70e-03, dT:0.0039, rT:1.2033 +24-08-10 03:01:41.409 : ../models/spf_lut_x4_autosample_res | Iter:154500, Sample:4944000, GPixel:2.68e-03, dT:0.0051, rT:1.2189 +24-08-10 03:03:48.829 : ../models/spf_lut_x4_autosample_res | Iter:154600, Sample:4947200, GPixel:2.89e-03, dT:0.0036, rT:1.2034 +24-08-10 03:05:56.257 : ../models/spf_lut_x4_autosample_res | Iter:154700, Sample:4950400, GPixel:2.73e-03, dT:0.0036, rT:1.2033 +24-08-10 03:08:05.408 : ../models/spf_lut_x4_autosample_res | Iter:154800, Sample:4953600, GPixel:2.60e-03, dT:0.0055, rT:1.2180 +24-08-10 03:10:12.984 : ../models/spf_lut_x4_autosample_res | Iter:154900, Sample:4956800, GPixel:2.60e-03, dT:0.0036, rT:1.2048 +24-08-10 03:12:20.417 : ../models/spf_lut_x4_autosample_res | Iter:155000, Sample:4960000, GPixel:2.80e-03, dT:0.0036, rT:1.2033 +24-08-10 03:14:27.838 : ../models/spf_lut_x4_autosample_res | Iter:155100, Sample:4963200, GPixel:2.65e-03, dT:0.0035, rT:1.2033 +24-08-10 03:16:37.149 : ../models/spf_lut_x4_autosample_res | Iter:155200, Sample:4966400, GPixel:2.71e-03, dT:0.0051, rT:1.2191 +24-08-10 03:18:44.575 : ../models/spf_lut_x4_autosample_res | Iter:155300, Sample:4969600, GPixel:2.77e-03, dT:0.0036, rT:1.2032 +24-08-10 03:20:51.979 : ../models/spf_lut_x4_autosample_res | Iter:155400, Sample:4972800, GPixel:2.72e-03, dT:0.0036, rT:1.2035 +24-08-10 03:23:01.182 : ../models/spf_lut_x4_autosample_res | Iter:155500, Sample:4976000, GPixel:2.71e-03, dT:0.0059, rT:1.2183 +24-08-10 03:25:08.722 : ../models/spf_lut_x4_autosample_res | Iter:155600, Sample:4979200, GPixel:2.71e-03, dT:0.0040, rT:1.2039 +24-08-10 03:27:16.139 : ../models/spf_lut_x4_autosample_res | Iter:155700, Sample:4982400, GPixel:2.66e-03, dT:0.0035, rT:1.2033 +24-08-10 03:29:23.541 : ../models/spf_lut_x4_autosample_res | Iter:155800, Sample:4985600, GPixel:2.72e-03, dT:0.0035, rT:1.2038 +24-08-10 03:31:32.687 : ../models/spf_lut_x4_autosample_res | Iter:155900, Sample:4988800, GPixel:2.63e-03, dT:0.0060, rT:1.2162 +24-08-10 03:33:40.280 : ../models/spf_lut_x4_autosample_res | Iter:156000, Sample:4992000, GPixel:2.81e-03, dT:0.0037, rT:1.2050 +24-08-10 03:33:40.417 : Checkpoint saved 156000 +24-08-10 03:33:41.430 : Iter 156000 | Dataset Set5 | AVG Val PSNR: 31.156154 +24-08-10 03:33:45.578 : Iter 156000 | Dataset Set14 | AVG Val PSNR: 27.974171 +24-08-10 03:35:53.013 : ../models/spf_lut_x4_autosample_res | Iter:156100, Sample:4995200, GPixel:2.70e-03, dT:0.0037, rT:1.2033 +24-08-10 03:38:01.194 : ../models/spf_lut_x4_autosample_res | Iter:156200, Sample:4998400, GPixel:2.72e-03, dT:0.0040, rT:1.2108 +24-08-10 03:40:10.153 : ../models/spf_lut_x4_autosample_res | Iter:156300, Sample:5001600, GPixel:2.67e-03, dT:0.0051, rT:1.2154 +24-08-10 03:42:17.592 : ../models/spf_lut_x4_autosample_res | Iter:156400, Sample:5004800, GPixel:2.68e-03, dT:0.0037, rT:1.2037 +24-08-10 03:44:25.055 : ../models/spf_lut_x4_autosample_res | Iter:156500, Sample:5008000, GPixel:2.76e-03, dT:0.0039, rT:1.2033 +24-08-10 03:46:34.261 : ../models/spf_lut_x4_autosample_res | Iter:156600, Sample:5011200, GPixel:2.86e-03, dT:0.0056, rT:1.2183 +24-08-10 03:48:41.718 : ../models/spf_lut_x4_autosample_res | Iter:156700, Sample:5014400, GPixel:2.75e-03, dT:0.0037, rT:1.2037 +24-08-10 03:50:49.146 : ../models/spf_lut_x4_autosample_res | Iter:156800, Sample:5017600, GPixel:2.74e-03, dT:0.0036, rT:1.2034 +24-08-10 03:52:56.581 : ../models/spf_lut_x4_autosample_res | Iter:156900, Sample:5020800, GPixel:2.67e-03, dT:0.0035, rT:1.2031 +24-08-10 03:55:05.982 : ../models/spf_lut_x4_autosample_res | Iter:157000, Sample:5024000, GPixel:2.68e-03, dT:0.0061, rT:1.2202 +24-08-10 03:57:13.398 : ../models/spf_lut_x4_autosample_res | Iter:157100, Sample:5027200, GPixel:2.58e-03, dT:0.0035, rT:1.2030 +24-08-10 03:59:20.933 : ../models/spf_lut_x4_autosample_res | Iter:157200, Sample:5030400, GPixel:2.55e-03, dT:0.0036, rT:1.2050 +24-08-10 04:01:30.190 : ../models/spf_lut_x4_autosample_res | Iter:157300, Sample:5033600, GPixel:2.76e-03, dT:0.0054, rT:1.2189 +24-08-10 04:03:37.626 : ../models/spf_lut_x4_autosample_res | Iter:157400, Sample:5036800, GPixel:2.66e-03, dT:0.0038, rT:1.2033 +24-08-10 04:05:45.092 : ../models/spf_lut_x4_autosample_res | Iter:157500, Sample:5040000, GPixel:2.69e-03, dT:0.0040, rT:1.2034 +24-08-10 04:07:52.687 : ../models/spf_lut_x4_autosample_res | Iter:157600, Sample:5043200, GPixel:2.71e-03, dT:0.0036, rT:1.2052 +24-08-10 04:10:01.705 : ../models/spf_lut_x4_autosample_res | Iter:157700, Sample:5046400, GPixel:2.60e-03, dT:0.0057, rT:1.2170 +24-08-10 04:12:09.136 : ../models/spf_lut_x4_autosample_res | Iter:157800, Sample:5049600, GPixel:2.72e-03, dT:0.0036, rT:1.2037 +24-08-10 04:14:16.540 : ../models/spf_lut_x4_autosample_res | Iter:157900, Sample:5052800, GPixel:2.73e-03, dT:0.0035, rT:1.2027 +24-08-10 04:16:26.302 : ../models/spf_lut_x4_autosample_res | Iter:158000, Sample:5056000, GPixel:2.62e-03, dT:0.0049, rT:1.2247 +24-08-10 04:16:26.483 : Checkpoint saved 158000 +24-08-10 04:16:27.545 : Iter 158000 | Dataset Set5 | AVG Val PSNR: 31.156419 +24-08-10 04:16:31.805 : Iter 158000 | Dataset Set14 | AVG Val PSNR: 27.976001 +24-08-10 04:18:39.232 : ../models/spf_lut_x4_autosample_res | Iter:158100, Sample:5059200, GPixel:2.70e-03, dT:0.0039, rT:1.2027 +24-08-10 04:20:46.779 : ../models/spf_lut_x4_autosample_res | Iter:158200, Sample:5062400, GPixel:2.84e-03, dT:0.0037, rT:1.2055 +24-08-10 04:22:54.199 : ../models/spf_lut_x4_autosample_res | Iter:158300, Sample:5065600, GPixel:2.77e-03, dT:0.0036, rT:1.2032 +24-08-10 04:25:03.747 : ../models/spf_lut_x4_autosample_res | Iter:158400, Sample:5068800, GPixel:2.66e-03, dT:0.0052, rT:1.2221 +24-08-10 04:27:11.176 : ../models/spf_lut_x4_autosample_res | Iter:158500, Sample:5072000, GPixel:2.75e-03, dT:0.0036, rT:1.2038 +24-08-10 04:29:18.735 : ../models/spf_lut_x4_autosample_res | Iter:158600, Sample:5075200, GPixel:2.61e-03, dT:0.0036, rT:1.2044 +24-08-10 04:31:27.013 : ../models/spf_lut_x4_autosample_res | Iter:158700, Sample:5078400, GPixel:2.53e-03, dT:0.0044, rT:1.2103 +24-08-10 04:33:35.434 : ../models/spf_lut_x4_autosample_res | Iter:158800, Sample:5081600, GPixel:2.62e-03, dT:0.0044, rT:1.2119 +24-08-10 04:35:42.888 : ../models/spf_lut_x4_autosample_res | Iter:158900, Sample:5084800, GPixel:2.79e-03, dT:0.0039, rT:1.2037 +24-08-10 04:37:50.460 : ../models/spf_lut_x4_autosample_res | Iter:159000, Sample:5088000, GPixel:2.53e-03, dT:0.0037, rT:1.2047 +24-08-10 04:39:59.927 : ../models/spf_lut_x4_autosample_res | Iter:159100, Sample:5091200, GPixel:2.70e-03, dT:0.0057, rT:1.2211 +24-08-10 04:42:07.470 : ../models/spf_lut_x4_autosample_res | Iter:159200, Sample:5094400, GPixel:2.63e-03, dT:0.0035, rT:1.2052 +24-08-10 04:44:14.886 : ../models/spf_lut_x4_autosample_res | Iter:159300, Sample:5097600, GPixel:2.66e-03, dT:0.0035, rT:1.2013 +24-08-10 04:46:22.337 : ../models/spf_lut_x4_autosample_res | Iter:159400, Sample:5100800, GPixel:2.80e-03, dT:0.0039, rT:1.2027 +24-08-10 04:48:31.658 : ../models/spf_lut_x4_autosample_res | Iter:159500, Sample:5104000, GPixel:2.69e-03, dT:0.0056, rT:1.2186 +24-08-10 04:50:39.248 : ../models/spf_lut_x4_autosample_res | Iter:159600, Sample:5107200, GPixel:2.61e-03, dT:0.0035, rT:1.2051 +24-08-10 04:52:46.678 : ../models/spf_lut_x4_autosample_res | Iter:159700, Sample:5110400, GPixel:2.74e-03, dT:0.0033, rT:1.2038 +24-08-10 04:54:56.354 : ../models/spf_lut_x4_autosample_res | Iter:159800, Sample:5113600, GPixel:2.70e-03, dT:0.0057, rT:1.2221 +24-08-10 04:57:03.804 : ../models/spf_lut_x4_autosample_res | Iter:159900, Sample:5116800, GPixel:2.71e-03, dT:0.0036, rT:1.2037 +24-08-10 04:59:11.367 : ../models/spf_lut_x4_autosample_res | Iter:160000, Sample:5120000, GPixel:2.70e-03, dT:0.0036, rT:1.2048 +24-08-10 04:59:11.502 : Checkpoint saved 160000 +24-08-10 04:59:12.512 : Iter 160000 | Dataset Set5 | AVG Val PSNR: 31.139025 +24-08-10 04:59:16.643 : Iter 160000 | Dataset Set14 | AVG Val PSNR: 27.981799 +24-08-10 05:01:24.074 : ../models/spf_lut_x4_autosample_res | Iter:160100, Sample:5123200, GPixel:2.64e-03, dT:0.0036, rT:1.2030 +24-08-10 05:03:33.181 : ../models/spf_lut_x4_autosample_res | Iter:160200, Sample:5126400, GPixel:2.61e-03, dT:0.0053, rT:1.2178 +24-08-10 05:05:40.608 : ../models/spf_lut_x4_autosample_res | Iter:160300, Sample:5129600, GPixel:2.72e-03, dT:0.0036, rT:1.2037 +24-08-10 05:07:48.053 : 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Iter:161900, Sample:5180800, GPixel:2.71e-03, dT:0.0038, rT:1.2042 +24-08-10 05:41:57.464 : ../models/spf_lut_x4_autosample_res | Iter:162000, Sample:5184000, GPixel:2.65e-03, dT:0.0051, rT:1.2249 +24-08-10 05:41:57.600 : Checkpoint saved 162000 +24-08-10 05:41:58.607 : Iter 162000 | Dataset Set5 | AVG Val PSNR: 31.151899 +24-08-10 05:42:02.741 : Iter 162000 | Dataset Set14 | AVG Val PSNR: 27.981726 +24-08-10 05:44:10.181 : ../models/spf_lut_x4_autosample_res | Iter:162100, Sample:5187200, GPixel:2.66e-03, dT:0.0036, rT:1.2029 +24-08-10 05:46:17.630 : ../models/spf_lut_x4_autosample_res | Iter:162200, Sample:5190400, GPixel:2.59e-03, dT:0.0037, rT:1.2045 +24-08-10 05:48:26.895 : ../models/spf_lut_x4_autosample_res | Iter:162300, Sample:5193600, GPixel:2.72e-03, dT:0.0051, rT:1.2199 +24-08-10 05:50:34.941 : ../models/spf_lut_x4_autosample_res | Iter:162400, Sample:5196800, GPixel:2.77e-03, dT:0.0037, rT:1.2097 +24-08-10 05:52:42.903 : ../models/spf_lut_x4_autosample_res | Iter:162500, Sample:5200000, GPixel:2.64e-03, dT:0.0036, rT:1.2087 +24-08-10 05:54:50.968 : ../models/spf_lut_x4_autosample_res | Iter:162600, Sample:5203200, GPixel:2.60e-03, dT:0.0037, rT:1.2086 +24-08-10 05:57:00.958 : ../models/spf_lut_x4_autosample_res | Iter:162700, Sample:5206400, GPixel:2.67e-03, dT:0.0055, rT:1.2249 +24-08-10 05:59:08.710 : ../models/spf_lut_x4_autosample_res | Iter:162800, Sample:5209600, GPixel:2.65e-03, dT:0.0035, rT:1.2063 +24-08-10 06:01:16.458 : ../models/spf_lut_x4_autosample_res | Iter:162900, Sample:5212800, GPixel:2.67e-03, dT:0.0035, rT:1.2062 +24-08-10 06:03:25.620 : ../models/spf_lut_x4_autosample_res | Iter:163000, Sample:5216000, GPixel:2.69e-03, dT:0.0058, rT:1.2180 +24-08-10 06:05:33.605 : ../models/spf_lut_x4_autosample_res | Iter:163100, Sample:5219200, GPixel:2.68e-03, dT:0.0038, rT:1.2090 +24-08-10 06:07:41.453 : ../models/spf_lut_x4_autosample_res | Iter:163200, Sample:5222400, GPixel:2.74e-03, dT:0.0039, rT:1.2072 +24-08-10 06:09:49.029 : 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dT:0.0037, rT:1.2067 +24-08-10 06:24:47.088 : Checkpoint saved 164000 +24-08-10 06:24:48.097 : Iter 164000 | Dataset Set5 | AVG Val PSNR: 31.154517 +24-08-10 06:24:52.224 : Iter 164000 | Dataset Set14 | AVG Val PSNR: 27.978097 +24-08-10 06:27:02.346 : ../models/spf_lut_x4_autosample_res | Iter:164100, Sample:5251200, GPixel:2.76e-03, dT:0.0059, rT:1.2260 +24-08-10 06:29:10.092 : ../models/spf_lut_x4_autosample_res | Iter:164200, Sample:5254400, GPixel:2.69e-03, dT:0.0036, rT:1.2063 +24-08-10 06:31:17.954 : ../models/spf_lut_x4_autosample_res | Iter:164300, Sample:5257600, GPixel:2.60e-03, dT:0.0036, rT:1.2081 +24-08-10 06:33:26.806 : ../models/spf_lut_x4_autosample_res | Iter:164400, Sample:5260800, GPixel:2.60e-03, dT:0.0049, rT:1.2168 +24-08-10 06:35:35.472 : ../models/spf_lut_x4_autosample_res | Iter:164500, Sample:5264000, GPixel:2.58e-03, dT:0.0042, rT:1.2144 +24-08-10 06:37:43.236 : ../models/spf_lut_x4_autosample_res | Iter:164600, Sample:5267200, GPixel:2.52e-03, dT:0.0038, rT:1.2064 +24-08-10 06:39:51.121 : ../models/spf_lut_x4_autosample_res | Iter:164700, Sample:5270400, GPixel:2.83e-03, dT:0.0036, rT:1.2079 +24-08-10 06:42:00.563 : ../models/spf_lut_x4_autosample_res | Iter:164800, Sample:5273600, GPixel:2.71e-03, dT:0.0049, rT:1.2203 +24-08-10 06:44:08.322 : ../models/spf_lut_x4_autosample_res | Iter:164900, Sample:5276800, GPixel:2.83e-03, dT:0.0035, rT:1.2064 +24-08-10 06:46:16.072 : ../models/spf_lut_x4_autosample_res | Iter:165000, Sample:5280000, GPixel:2.73e-03, dT:0.0036, rT:1.2062 +24-08-10 06:48:23.716 : ../models/spf_lut_x4_autosample_res | Iter:165100, Sample:5283200, GPixel:2.68e-03, dT:0.0039, rT:1.2048 +24-08-10 06:50:32.682 : ../models/spf_lut_x4_autosample_res | Iter:165200, Sample:5286400, GPixel:2.63e-03, dT:0.0059, rT:1.2150 +24-08-10 06:52:40.311 : ../models/spf_lut_x4_autosample_res | Iter:165300, Sample:5289600, GPixel:2.65e-03, dT:0.0036, rT:1.2064 +24-08-10 06:54:47.823 : ../models/spf_lut_x4_autosample_res | Iter:165400, 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dT:0.0036, rT:1.2057 +24-08-10 07:41:49.884 : ../models/spf_lut_x4_autosample_res | Iter:167600, Sample:5363200, GPixel:2.66e-03, dT:0.0040, rT:1.2078 +24-08-10 07:43:58.945 : ../models/spf_lut_x4_autosample_res | Iter:167700, Sample:5366400, GPixel:2.70e-03, dT:0.0055, rT:1.2165 +24-08-10 07:46:06.467 : ../models/spf_lut_x4_autosample_res | Iter:167800, Sample:5369600, GPixel:2.63e-03, dT:0.0037, rT:1.2041 +24-08-10 07:48:14.149 : ../models/spf_lut_x4_autosample_res | Iter:167900, Sample:5372800, GPixel:2.70e-03, dT:0.0037, rT:1.2058 +24-08-10 07:50:22.993 : ../models/spf_lut_x4_autosample_res | Iter:168000, Sample:5376000, GPixel:2.74e-03, dT:0.0055, rT:1.2133 +24-08-10 07:50:23.133 : Checkpoint saved 168000 +24-08-10 07:50:24.163 : Iter 168000 | Dataset Set5 | AVG Val PSNR: 31.174698 +24-08-10 07:50:28.296 : Iter 168000 | Dataset Set14 | AVG Val PSNR: 27.985081 +24-08-10 07:52:35.930 : ../models/spf_lut_x4_autosample_res | Iter:168100, Sample:5379200, GPixel:2.65e-03, dT:0.0036, rT:1.2058 +24-08-10 07:54:43.434 : ../models/spf_lut_x4_autosample_res | Iter:168200, Sample:5382400, GPixel:2.60e-03, dT:0.0035, rT:1.2046 +24-08-10 07:56:50.951 : ../models/spf_lut_x4_autosample_res | Iter:168300, Sample:5385600, GPixel:2.65e-03, dT:0.0036, rT:1.2038 +24-08-10 07:59:00.029 : ../models/spf_lut_x4_autosample_res | Iter:168400, Sample:5388800, GPixel:2.67e-03, dT:0.0055, rT:1.2164 +24-08-10 08:01:07.700 : ../models/spf_lut_x4_autosample_res | Iter:168500, Sample:5392000, GPixel:2.82e-03, dT:0.0036, rT:1.2053 +24-08-10 08:03:15.193 : ../models/spf_lut_x4_autosample_res | Iter:168600, Sample:5395200, GPixel:2.70e-03, dT:0.0035, rT:1.2043 +24-08-10 08:05:24.330 : ../models/spf_lut_x4_autosample_res | Iter:168700, Sample:5398400, GPixel:2.64e-03, dT:0.0048, rT:1.2174 +24-08-10 08:07:31.835 : ../models/spf_lut_x4_autosample_res | Iter:168800, Sample:5401600, GPixel:2.70e-03, dT:0.0035, rT:1.2041 +24-08-10 08:09:39.482 : ../models/spf_lut_x4_autosample_res | Iter:168900, Sample:5404800, GPixel:2.77e-03, dT:0.0035, rT:1.2059 +24-08-10 08:11:46.992 : ../models/spf_lut_x4_autosample_res | Iter:169000, Sample:5408000, GPixel:2.71e-03, dT:0.0036, rT:1.2047 +24-08-10 08:13:56.218 : ../models/spf_lut_x4_autosample_res | Iter:169100, Sample:5411200, GPixel:2.81e-03, dT:0.0058, rT:1.2173 +24-08-10 08:16:03.742 : ../models/spf_lut_x4_autosample_res | Iter:169200, Sample:5414400, GPixel:2.73e-03, dT:0.0036, rT:1.2044 +24-08-10 08:18:11.281 : ../models/spf_lut_x4_autosample_res | Iter:169300, Sample:5417600, GPixel:2.67e-03, dT:0.0036, rT:1.2044 +24-08-10 08:20:20.558 : ../models/spf_lut_x4_autosample_res | Iter:169400, Sample:5420800, GPixel:2.63e-03, dT:0.0050, rT:1.2193 +24-08-10 08:22:28.273 : ../models/spf_lut_x4_autosample_res | Iter:169500, Sample:5424000, GPixel:2.63e-03, dT:0.0039, rT:1.2055 +24-08-10 08:24:35.782 : ../models/spf_lut_x4_autosample_res | Iter:169600, Sample:5427200, GPixel:2.64e-03, dT:0.0036, rT:1.2043 +24-08-10 08:26:43.293 : ../models/spf_lut_x4_autosample_res | Iter:169700, Sample:5430400, GPixel:2.75e-03, dT:0.0036, rT:1.2040 +24-08-10 08:28:52.779 : ../models/spf_lut_x4_autosample_res | Iter:169800, Sample:5433600, GPixel:2.74e-03, dT:0.0059, rT:1.2203 +24-08-10 08:31:00.426 : ../models/spf_lut_x4_autosample_res | Iter:169900, Sample:5436800, GPixel:2.69e-03, dT:0.0035, rT:1.2057 +24-08-10 08:33:07.928 : ../models/spf_lut_x4_autosample_res | Iter:170000, Sample:5440000, GPixel:2.66e-03, dT:0.0035, rT:1.2040 +24-08-10 08:33:08.062 : Checkpoint saved 170000 +24-08-10 08:33:09.032 : Iter 170000 | Dataset Set5 | AVG Val PSNR: 31.162311 +24-08-10 08:33:13.014 : Iter 170000 | Dataset Set14 | AVG Val PSNR: 27.975923 +24-08-10 08:35:21.695 : ../models/spf_lut_x4_autosample_res | Iter:170100, Sample:5443200, GPixel:2.66e-03, dT:0.0046, rT:1.2155 +24-08-10 08:37:29.893 : ../models/spf_lut_x4_autosample_res | Iter:170200, Sample:5446400, GPixel:2.64e-03, dT:0.0040, rT:1.2098 +24-08-10 08:39:37.396 : ../models/spf_lut_x4_autosample_res | Iter:170300, Sample:5449600, GPixel:2.74e-03, dT:0.0035, rT:1.2041 +24-08-10 08:41:44.919 : ../models/spf_lut_x4_autosample_res | Iter:170400, Sample:5452800, GPixel:2.67e-03, dT:0.0036, rT:1.2043 +24-08-10 08:43:54.942 : ../models/spf_lut_x4_autosample_res | Iter:170500, Sample:5456000, GPixel:2.62e-03, dT:0.0061, rT:1.2242 +24-08-10 08:46:02.469 : ../models/spf_lut_x4_autosample_res | Iter:170600, Sample:5459200, GPixel:2.77e-03, dT:0.0036, rT:1.2046 +24-08-10 08:48:09.999 : ../models/spf_lut_x4_autosample_res | Iter:170700, Sample:5462400, GPixel:2.62e-03, dT:0.0037, rT:1.2040 +24-08-10 08:50:17.546 : ../models/spf_lut_x4_autosample_res | Iter:170800, Sample:5465600, GPixel:2.56e-03, dT:0.0037, rT:1.2049 +24-08-10 08:52:26.752 : ../models/spf_lut_x4_autosample_res | Iter:170900, Sample:5468800, GPixel:2.58e-03, dT:0.0050, rT:1.2188 +24-08-10 08:54:34.280 : ../models/spf_lut_x4_autosample_res | Iter:171000, Sample:5472000, GPixel:2.73e-03, dT:0.0038, rT:1.2042 +24-08-10 08:56:41.906 : ../models/spf_lut_x4_autosample_res | Iter:171100, Sample:5475200, GPixel:2.78e-03, dT:0.0036, rT:1.2058 +24-08-10 08:58:51.003 : ../models/spf_lut_x4_autosample_res | Iter:171200, Sample:5478400, GPixel:2.63e-03, dT:0.0050, rT:1.2167 +24-08-10 09:00:58.511 : ../models/spf_lut_x4_autosample_res | Iter:171300, Sample:5481600, GPixel:2.73e-03, dT:0.0036, rT:1.2046 +24-08-10 09:03:06.027 : ../models/spf_lut_x4_autosample_res | Iter:171400, Sample:5484800, GPixel:2.61e-03, dT:0.0036, rT:1.2044 +24-08-10 09:05:13.679 : ../models/spf_lut_x4_autosample_res | Iter:171500, Sample:5488000, GPixel:2.59e-03, dT:0.0035, rT:1.2056 +24-08-10 09:07:22.942 : ../models/spf_lut_x4_autosample_res | Iter:171600, Sample:5491200, GPixel:2.73e-03, dT:0.0047, rT:1.2182 +24-08-10 09:09:30.448 : ../models/spf_lut_x4_autosample_res | Iter:171700, Sample:5494400, GPixel:2.57e-03, dT:0.0036, rT:1.2040 +24-08-10 09:11:37.967 : ../models/spf_lut_x4_autosample_res | Iter:171800, Sample:5497600, GPixel:2.68e-03, dT:0.0036, rT:1.2041 +24-08-10 09:13:47.029 : ../models/spf_lut_x4_autosample_res | Iter:171900, Sample:5500800, GPixel:2.59e-03, dT:0.0053, rT:1.2169 +24-08-10 09:15:54.810 : ../models/spf_lut_x4_autosample_res | Iter:172000, Sample:5504000, GPixel:2.61e-03, dT:0.0040, rT:1.2061 +24-08-10 09:15:54.946 : Checkpoint saved 172000 +24-08-10 09:15:55.995 : Iter 172000 | Dataset Set5 | AVG Val PSNR: 31.171178 +24-08-10 09:16:00.076 : Iter 172000 | Dataset Set14 | AVG Val PSNR: 27.984505 +24-08-10 09:18:07.586 : ../models/spf_lut_x4_autosample_res | Iter:172100, Sample:5507200, GPixel:2.60e-03, dT:0.0036, rT:1.2044 +24-08-10 09:20:15.215 : ../models/spf_lut_x4_autosample_res | Iter:172200, Sample:5510400, GPixel:2.72e-03, dT:0.0036, rT:1.2059 +24-08-10 09:22:24.058 : ../models/spf_lut_x4_autosample_res | Iter:172300, Sample:5513600, GPixel:2.70e-03, dT:0.0052, rT:1.2145 +24-08-10 09:24:31.562 : ../models/spf_lut_x4_autosample_res | Iter:172400, Sample:5516800, GPixel:2.75e-03, dT:0.0036, rT:1.2044 +24-08-10 09:26:39.226 : ../models/spf_lut_x4_autosample_res | Iter:172500, Sample:5520000, GPixel:2.77e-03, dT:0.0036, rT:1.2057 +24-08-10 09:28:48.018 : ../models/spf_lut_x4_autosample_res | Iter:172600, Sample:5523200, GPixel:2.57e-03, dT:0.0060, rT:1.2141 +24-08-10 09:30:55.773 : ../models/spf_lut_x4_autosample_res | Iter:172700, Sample:5526400, GPixel:2.72e-03, dT:0.0043, rT:1.2059 +24-08-10 09:33:03.279 : ../models/spf_lut_x4_autosample_res | Iter:172800, Sample:5529600, GPixel:2.54e-03, dT:0.0036, rT:1.2043 +24-08-10 09:35:10.844 : ../models/spf_lut_x4_autosample_res | Iter:172900, Sample:5532800, GPixel:2.76e-03, dT:0.0040, rT:1.2041 +24-08-10 09:37:20.640 : ../models/spf_lut_x4_autosample_res | Iter:173000, Sample:5536000, GPixel:2.58e-03, dT:0.0056, rT:1.2222 +24-08-10 09:39:28.136 : ../models/spf_lut_x4_autosample_res | Iter:173100, Sample:5539200, GPixel:2.61e-03, dT:0.0036, rT:1.2041 +24-08-10 09:41:35.786 : ../models/spf_lut_x4_autosample_res | Iter:173200, Sample:5542400, GPixel:2.70e-03, dT:0.0039, rT:1.2061 +24-08-10 09:43:43.605 : ../models/spf_lut_x4_autosample_res | Iter:173300, Sample:5545600, GPixel:2.66e-03, dT:0.0038, rT:1.2068 +24-08-10 09:45:52.535 : ../models/spf_lut_x4_autosample_res | Iter:173400, Sample:5548800, GPixel:2.61e-03, dT:0.0048, rT:1.2154 +24-08-10 09:48:00.040 : ../models/spf_lut_x4_autosample_res | Iter:173500, Sample:5552000, GPixel:2.68e-03, dT:0.0035, rT:1.2029 +24-08-10 09:50:07.742 : ../models/spf_lut_x4_autosample_res | Iter:173600, Sample:5555200, GPixel:2.76e-03, dT:0.0038, rT:1.2056 +24-08-10 09:52:16.521 : ../models/spf_lut_x4_autosample_res | Iter:173700, Sample:5558400, GPixel:2.93e-03, dT:0.0048, rT:1.2141 +24-08-10 09:54:24.045 : ../models/spf_lut_x4_autosample_res | Iter:173800, Sample:5561600, GPixel:2.70e-03, dT:0.0037, rT:1.2045 +24-08-10 09:56:31.569 : ../models/spf_lut_x4_autosample_res | Iter:173900, Sample:5564800, GPixel:2.72e-03, dT:0.0036, rT:1.2041 +24-08-10 09:58:39.230 : ../models/spf_lut_x4_autosample_res | Iter:174000, Sample:5568000, GPixel:2.64e-03, dT:0.0036, rT:1.2057 +24-08-10 09:58:39.366 : Checkpoint saved 174000 +24-08-10 09:58:40.379 : Iter 174000 | Dataset Set5 | AVG Val PSNR: 31.172647 +24-08-10 09:58:44.465 : Iter 174000 | Dataset Set14 | AVG Val PSNR: 27.980656 +24-08-10 10:00:53.547 : ../models/spf_lut_x4_autosample_res | Iter:174100, Sample:5571200, GPixel:2.64e-03, dT:0.0062, rT:1.2160 +24-08-10 10:03:01.154 : ../models/spf_lut_x4_autosample_res | Iter:174200, Sample:5574400, GPixel:2.70e-03, dT:0.0036, rT:1.2060 +24-08-10 10:05:08.649 : ../models/spf_lut_x4_autosample_res | Iter:174300, Sample:5577600, GPixel:2.67e-03, dT:0.0035, rT:1.2039 +24-08-10 10:07:17.864 : ../models/spf_lut_x4_autosample_res | Iter:174400, Sample:5580800, GPixel:2.76e-03, dT:0.0065, rT:1.2157 +24-08-10 10:09:25.368 : ../models/spf_lut_x4_autosample_res | Iter:174500, Sample:5584000, GPixel:2.84e-03, dT:0.0035, rT:1.2038 +24-08-10 10:11:33.062 : ../models/spf_lut_x4_autosample_res | Iter:174600, Sample:5587200, GPixel:2.83e-03, dT:0.0038, rT:1.2056 +24-08-10 10:13:40.558 : ../models/spf_lut_x4_autosample_res | Iter:174700, Sample:5590400, GPixel:2.69e-03, dT:0.0035, rT:1.2048 +24-08-10 10:15:49.997 : ../models/spf_lut_x4_autosample_res | Iter:174800, Sample:5593600, GPixel:2.70e-03, dT:0.0053, rT:1.2191 +24-08-10 10:17:57.474 : ../models/spf_lut_x4_autosample_res | Iter:174900, Sample:5596800, GPixel:2.78e-03, dT:0.0034, rT:1.2044 +24-08-10 10:20:05.133 : ../models/spf_lut_x4_autosample_res | Iter:175000, Sample:5600000, GPixel:2.70e-03, dT:0.0036, rT:1.2052 +24-08-10 10:22:14.244 : ../models/spf_lut_x4_autosample_res | Iter:175100, Sample:5603200, GPixel:2.58e-03, dT:0.0051, rT:1.2181 +24-08-10 10:24:21.894 : ../models/spf_lut_x4_autosample_res | Iter:175200, Sample:5606400, GPixel:2.62e-03, dT:0.0038, rT:1.2055 +24-08-10 10:26:29.379 : ../models/spf_lut_x4_autosample_res | Iter:175300, Sample:5609600, GPixel:2.68e-03, dT:0.0035, rT:1.2042 +24-08-10 10:28:36.906 : ../models/spf_lut_x4_autosample_res | Iter:175400, Sample:5612800, GPixel:2.61e-03, dT:0.0037, rT:1.2042 +24-08-10 10:30:45.893 : ../models/spf_lut_x4_autosample_res | Iter:175500, Sample:5616000, GPixel:2.72e-03, dT:0.0045, rT:1.2160 +24-08-10 10:32:53.585 : ../models/spf_lut_x4_autosample_res | Iter:175600, Sample:5619200, GPixel:2.72e-03, dT:0.0037, rT:1.2056 +24-08-10 10:35:01.111 : ../models/spf_lut_x4_autosample_res | Iter:175700, Sample:5622400, GPixel:2.63e-03, dT:0.0036, rT:1.2034 +24-08-10 10:37:08.987 : ../models/spf_lut_x4_autosample_res | Iter:175800, Sample:5625600, GPixel:2.68e-03, dT:0.0039, rT:1.2070 +24-08-10 10:39:17.922 : ../models/spf_lut_x4_autosample_res | Iter:175900, Sample:5628800, GPixel:2.72e-03, dT:0.0046, rT:1.2145 +24-08-10 10:41:25.612 : ../models/spf_lut_x4_autosample_res | Iter:176000, Sample:5632000, GPixel:2.69e-03, dT:0.0037, rT:1.2057 +24-08-10 10:41:25.753 : Checkpoint saved 176000 +24-08-10 10:41:26.790 : Iter 176000 | Dataset Set5 | AVG Val PSNR: 31.144820 +24-08-10 10:41:30.981 : Iter 176000 | Dataset Set14 | AVG Val PSNR: 27.978177 +24-08-10 10:43:38.482 : ../models/spf_lut_x4_autosample_res | Iter:176100, Sample:5635200, GPixel:2.62e-03, dT:0.0036, rT:1.2038 +24-08-10 10:45:48.153 : ../models/spf_lut_x4_autosample_res | Iter:176200, Sample:5638400, GPixel:2.76e-03, dT:0.0057, rT:1.2221 +24-08-10 10:47:55.665 : ../models/spf_lut_x4_autosample_res | Iter:176300, Sample:5641600, GPixel:2.63e-03, dT:0.0036, rT:1.2041 +24-08-10 10:50:03.169 : ../models/spf_lut_x4_autosample_res | Iter:176400, Sample:5644800, GPixel:2.65e-03, dT:0.0035, rT:1.2042 +24-08-10 10:52:10.670 : ../models/spf_lut_x4_autosample_res | Iter:176500, Sample:5648000, GPixel:2.65e-03, dT:0.0035, rT:1.2040 +24-08-10 10:54:20.529 : ../models/spf_lut_x4_autosample_res | Iter:176600, Sample:5651200, GPixel:2.61e-03, dT:0.0050, rT:1.2238 +24-08-10 10:56:28.044 : ../models/spf_lut_x4_autosample_res | Iter:176700, Sample:5654400, GPixel:2.76e-03, dT:0.0036, rT:1.2044 +24-08-10 10:58:35.542 : ../models/spf_lut_x4_autosample_res | Iter:176800, Sample:5657600, GPixel:2.69e-03, dT:0.0035, rT:1.2040 +24-08-10 11:00:44.638 : ../models/spf_lut_x4_autosample_res | Iter:176900, Sample:5660800, GPixel:2.73e-03, dT:0.0052, rT:1.2167 +24-08-10 11:02:52.303 : ../models/spf_lut_x4_autosample_res | Iter:177000, Sample:5664000, GPixel:2.77e-03, dT:0.0036, rT:1.2056 +24-08-10 11:04:59.800 : ../models/spf_lut_x4_autosample_res | Iter:177100, Sample:5667200, GPixel:2.55e-03, dT:0.0035, rT:1.2038 +24-08-10 11:07:07.402 : ../models/spf_lut_x4_autosample_res | Iter:177200, Sample:5670400, GPixel:2.66e-03, dT:0.0035, rT:1.2059 +24-08-10 11:09:16.579 : ../models/spf_lut_x4_autosample_res | Iter:177300, Sample:5673600, GPixel:2.74e-03, dT:0.0053, rT:1.2177 +24-08-10 11:11:24.060 : ../models/spf_lut_x4_autosample_res | Iter:177400, Sample:5676800, GPixel:2.78e-03, dT:0.0034, rT:1.2043 +24-08-10 11:13:31.544 : ../models/spf_lut_x4_autosample_res | Iter:177500, Sample:5680000, GPixel:2.56e-03, dT:0.0035, rT:1.2040 +24-08-10 11:15:41.049 : ../models/spf_lut_x4_autosample_res | Iter:177600, Sample:5683200, GPixel:2.65e-03, dT:0.0050, rT:1.2220 +24-08-10 11:17:48.588 : ../models/spf_lut_x4_autosample_res | Iter:177700, Sample:5686400, GPixel:2.58e-03, dT:0.0036, rT:1.2036 +24-08-10 11:19:56.070 : ../models/spf_lut_x4_autosample_res | Iter:177800, Sample:5689600, GPixel:2.77e-03, dT:0.0035, rT:1.2039 +24-08-10 11:22:03.574 : ../models/spf_lut_x4_autosample_res | Iter:177900, Sample:5692800, GPixel:2.67e-03, dT:0.0037, rT:1.2038 +24-08-10 11:24:12.838 : ../models/spf_lut_x4_autosample_res | Iter:178000, Sample:5696000, GPixel:2.73e-03, dT:0.0048, rT:1.2198 +24-08-10 11:24:12.976 : Checkpoint saved 178000 +24-08-10 11:24:13.984 : Iter 178000 | Dataset Set5 | AVG Val PSNR: 31.166732 +24-08-10 11:24:18.129 : Iter 178000 | Dataset Set14 | AVG Val PSNR: 27.990847 +24-08-10 11:26:25.615 : ../models/spf_lut_x4_autosample_res | Iter:178100, Sample:5699200, GPixel:2.73e-03, dT:0.0035, rT:1.2038 +24-08-10 11:28:33.106 : ../models/spf_lut_x4_autosample_res | Iter:178200, Sample:5702400, GPixel:2.62e-03, dT:0.0035, rT:1.2038 +24-08-10 11:30:41.633 : ../models/spf_lut_x4_autosample_res | Iter:178300, Sample:5705600, GPixel:2.67e-03, dT:0.0040, rT:1.2139 +24-08-10 11:32:50.259 : ../models/spf_lut_x4_autosample_res | Iter:178400, Sample:5708800, GPixel:2.74e-03, dT:0.0047, rT:1.2116 +24-08-10 11:34:57.777 : ../models/spf_lut_x4_autosample_res | Iter:178500, Sample:5712000, GPixel:2.65e-03, dT:0.0036, rT:1.2039 +24-08-10 11:37:05.427 : ../models/spf_lut_x4_autosample_res | Iter:178600, Sample:5715200, GPixel:2.81e-03, dT:0.0037, rT:1.2047 +24-08-10 11:39:14.758 : ../models/spf_lut_x4_autosample_res | Iter:178700, Sample:5718400, GPixel:2.67e-03, dT:0.0049, rT:1.2185 +24-08-10 11:41:22.269 : ../models/spf_lut_x4_autosample_res | Iter:178800, Sample:5721600, GPixel:2.82e-03, dT:0.0036, rT:1.2039 +24-08-10 11:43:29.774 : ../models/spf_lut_x4_autosample_res | Iter:178900, Sample:5724800, GPixel:2.79e-03, dT:0.0036, rT:1.2038 +24-08-10 11:45:37.303 : ../models/spf_lut_x4_autosample_res | Iter:179000, Sample:5728000, GPixel:2.61e-03, dT:0.0038, rT:1.2037 +24-08-10 11:47:46.899 : ../models/spf_lut_x4_autosample_res | Iter:179100, Sample:5731200, GPixel:2.63e-03, dT:0.0052, rT:1.2219 +24-08-10 11:49:54.389 : ../models/spf_lut_x4_autosample_res | Iter:179200, Sample:5734400, GPixel:2.69e-03, dT:0.0035, rT:1.2038 +24-08-10 11:52:01.998 : ../models/spf_lut_x4_autosample_res | Iter:179300, Sample:5737600, GPixel:2.76e-03, dT:0.0036, rT:1.2054 +24-08-10 11:54:11.516 : ../models/spf_lut_x4_autosample_res | Iter:179400, Sample:5740800, GPixel:2.70e-03, dT:0.0058, rT:1.2192 +24-08-10 11:56:19.022 : ../models/spf_lut_x4_autosample_res | Iter:179500, Sample:5744000, GPixel:2.66e-03, dT:0.0035, rT:1.2039 +24-08-10 11:58:26.535 : ../models/spf_lut_x4_autosample_res | Iter:179600, Sample:5747200, GPixel:2.78e-03, dT:0.0036, rT:1.2033 +24-08-10 12:00:34.266 : ../models/spf_lut_x4_autosample_res | Iter:179700, Sample:5750400, GPixel:2.67e-03, dT:0.0039, rT:1.2059 +24-08-10 12:02:43.625 : ../models/spf_lut_x4_autosample_res | Iter:179800, Sample:5753600, GPixel:2.60e-03, dT:0.0058, rT:1.2190 +24-08-10 12:04:51.171 : ../models/spf_lut_x4_autosample_res | Iter:179900, Sample:5756800, GPixel:2.71e-03, dT:0.0037, rT:1.2044 +24-08-10 12:06:58.715 : ../models/spf_lut_x4_autosample_res | Iter:180000, Sample:5760000, GPixel:2.75e-03, dT:0.0037, rT:1.2040 +24-08-10 12:06:58.854 : Checkpoint saved 180000 +24-08-10 12:06:59.868 : Iter 180000 | Dataset Set5 | AVG Val PSNR: 31.158584 +24-08-10 12:07:04.015 : Iter 180000 | Dataset Set14 | AVG Val PSNR: 27.981805 +24-08-10 12:09:13.862 : ../models/spf_lut_x4_autosample_res | Iter:180100, Sample:5763200, GPixel:2.76e-03, dT:0.0052, rT:1.2247 +24-08-10 12:11:21.413 : 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dT:0.0047, rT:1.2109 +24-08-10 12:28:25.525 : ../models/spf_lut_x4_autosample_res | Iter:181000, Sample:5792000, GPixel:2.44e-03, dT:0.0036, rT:1.2038 +24-08-10 12:30:33.177 : ../models/spf_lut_x4_autosample_res | Iter:181100, Sample:5795200, GPixel:2.68e-03, dT:0.0039, rT:1.2057 +24-08-10 12:32:42.161 : ../models/spf_lut_x4_autosample_res | Iter:181200, Sample:5798400, GPixel:2.78e-03, dT:0.0057, rT:1.2158 +24-08-10 12:34:49.675 : ../models/spf_lut_x4_autosample_res | Iter:181300, Sample:5801600, GPixel:2.76e-03, dT:0.0036, rT:1.2038 +24-08-10 12:36:57.193 : ../models/spf_lut_x4_autosample_res | Iter:181400, Sample:5804800, GPixel:2.73e-03, dT:0.0036, rT:1.2045 +24-08-10 12:39:04.862 : ../models/spf_lut_x4_autosample_res | Iter:181500, Sample:5808000, GPixel:2.65e-03, dT:0.0036, rT:1.2053 +24-08-10 12:41:14.104 : ../models/spf_lut_x4_autosample_res | Iter:181600, Sample:5811200, GPixel:2.63e-03, dT:0.0048, rT:1.2198 +24-08-10 12:43:21.634 : ../models/spf_lut_x4_autosample_res | Iter:181700, Sample:5814400, GPixel:2.73e-03, dT:0.0037, rT:1.2047 +24-08-10 12:45:29.138 : ../models/spf_lut_x4_autosample_res | Iter:181800, Sample:5817600, GPixel:2.78e-03, dT:0.0036, rT:1.2041 +24-08-10 12:47:38.418 : ../models/spf_lut_x4_autosample_res | Iter:181900, Sample:5820800, GPixel:2.81e-03, dT:0.0052, rT:1.2191 +24-08-10 12:49:45.950 : ../models/spf_lut_x4_autosample_res | Iter:182000, Sample:5824000, GPixel:2.68e-03, dT:0.0039, rT:1.2027 +24-08-10 12:49:46.089 : Checkpoint saved 182000 +24-08-10 12:49:47.110 : Iter 182000 | Dataset Set5 | AVG Val PSNR: 31.141153 +24-08-10 12:49:51.281 : Iter 182000 | Dataset Set14 | AVG Val PSNR: 27.976345 +24-08-10 12:51:58.893 : ../models/spf_lut_x4_autosample_res | Iter:182100, Sample:5827200, GPixel:2.66e-03, dT:0.0036, rT:1.2055 +24-08-10 12:54:06.397 : ../models/spf_lut_x4_autosample_res | Iter:182200, Sample:5830400, GPixel:2.62e-03, dT:0.0036, rT:1.2033 +24-08-10 12:56:15.462 : ../models/spf_lut_x4_autosample_res | Iter:182300, Sample:5833600, GPixel:2.57e-03, dT:0.0052, rT:1.2166 +24-08-10 12:58:22.974 : ../models/spf_lut_x4_autosample_res | Iter:182400, Sample:5836800, GPixel:2.70e-03, dT:0.0036, rT:1.2041 +24-08-10 13:00:30.630 : ../models/spf_lut_x4_autosample_res | Iter:182500, Sample:5840000, GPixel:2.60e-03, dT:0.0036, rT:1.2058 +24-08-10 13:02:39.908 : ../models/spf_lut_x4_autosample_res | Iter:182600, Sample:5843200, GPixel:2.59e-03, dT:0.0057, rT:1.2188 +24-08-10 13:04:47.458 : ../models/spf_lut_x4_autosample_res | Iter:182700, Sample:5846400, GPixel:2.75e-03, dT:0.0039, rT:1.2039 +24-08-10 13:06:54.986 : ../models/spf_lut_x4_autosample_res | Iter:182800, Sample:5849600, GPixel:2.68e-03, dT:0.0036, rT:1.2026 +24-08-10 13:09:02.662 : ../models/spf_lut_x4_autosample_res | Iter:182900, Sample:5852800, GPixel:2.66e-03, dT:0.0036, rT:1.2058 +24-08-10 13:11:11.831 : ../models/spf_lut_x4_autosample_res | Iter:183000, Sample:5856000, GPixel:2.70e-03, dT:0.0050, rT:1.2188 +24-08-10 13:13:19.451 : 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dT:0.0036, rT:1.2045 +24-08-10 13:30:24.097 : ../models/spf_lut_x4_autosample_res | Iter:183900, Sample:5884800, GPixel:2.63e-03, dT:0.0035, rT:1.2061 +24-08-10 13:32:31.643 : ../models/spf_lut_x4_autosample_res | Iter:184000, Sample:5888000, GPixel:2.63e-03, dT:0.0037, rT:1.2043 +24-08-10 13:32:31.782 : Checkpoint saved 184000 +24-08-10 13:32:33.172 : Iter 184000 | Dataset Set5 | AVG Val PSNR: 31.155967 +24-08-10 13:32:40.149 : Iter 184000 | Dataset Set14 | AVG Val PSNR: 27.982433 +24-08-10 13:34:48.561 : ../models/spf_lut_x4_autosample_res | Iter:184100, Sample:5891200, GPixel:2.64e-03, dT:0.0045, rT:1.2114 +24-08-10 13:36:56.101 : ../models/spf_lut_x4_autosample_res | Iter:184200, Sample:5894400, GPixel:2.54e-03, dT:0.0036, rT:1.2039 +24-08-10 13:39:03.591 : ../models/spf_lut_x4_autosample_res | Iter:184300, Sample:5897600, GPixel:2.64e-03, dT:0.0035, rT:1.2039 +24-08-10 13:41:12.571 : ../models/spf_lut_x4_autosample_res | Iter:184400, Sample:5900800, GPixel:2.66e-03, dT:0.0057, rT:1.2153 +24-08-10 13:43:20.230 : ../models/spf_lut_x4_autosample_res | Iter:184500, Sample:5904000, GPixel:2.74e-03, dT:0.0036, rT:1.2056 +24-08-10 13:45:27.745 : ../models/spf_lut_x4_autosample_res | Iter:184600, Sample:5907200, GPixel:2.79e-03, dT:0.0035, rT:1.2041 +24-08-10 13:47:35.259 : ../models/spf_lut_x4_autosample_res | Iter:184700, Sample:5910400, GPixel:2.79e-03, dT:0.0036, rT:1.2042 +24-08-10 13:49:44.494 : ../models/spf_lut_x4_autosample_res | Iter:184800, Sample:5913600, GPixel:2.63e-03, dT:0.0058, rT:1.2177 +24-08-10 13:51:52.159 : ../models/spf_lut_x4_autosample_res | Iter:184900, Sample:5916800, GPixel:2.49e-03, dT:0.0036, rT:1.2058 +24-08-10 13:53:59.675 : ../models/spf_lut_x4_autosample_res | Iter:185000, Sample:5920000, GPixel:2.70e-03, dT:0.0036, rT:1.2042 +24-08-10 13:56:09.130 : ../models/spf_lut_x4_autosample_res | Iter:185100, Sample:5923200, GPixel:2.73e-03, dT:0.0051, rT:1.2215 +24-08-10 13:58:16.651 : ../models/spf_lut_x4_autosample_res | Iter:185200, Sample:5926400, GPixel:2.69e-03, dT:0.0037, rT:1.2040 +24-08-10 14:00:24.139 : ../models/spf_lut_x4_autosample_res | Iter:185300, Sample:5929600, GPixel:2.75e-03, dT:0.0035, rT:1.2019 +24-08-10 14:02:31.633 : ../models/spf_lut_x4_autosample_res | Iter:185400, Sample:5932800, GPixel:2.84e-03, dT:0.0036, rT:1.2042 +24-08-10 14:04:41.254 : ../models/spf_lut_x4_autosample_res | Iter:185500, Sample:5936000, GPixel:2.67e-03, dT:0.0054, rT:1.2208 +24-08-10 14:06:48.747 : ../models/spf_lut_x4_autosample_res | Iter:185600, Sample:5939200, GPixel:2.64e-03, dT:0.0035, rT:1.2048 +24-08-10 14:08:56.305 : ../models/spf_lut_x4_autosample_res | Iter:185700, Sample:5942400, GPixel:2.74e-03, dT:0.0041, rT:1.2043 +24-08-10 14:11:05.007 : ../models/spf_lut_x4_autosample_res | Iter:185800, Sample:5945600, GPixel:2.73e-03, dT:0.0046, rT:1.2131 +24-08-10 14:13:13.082 : ../models/spf_lut_x4_autosample_res | Iter:185900, Sample:5948800, GPixel:2.76e-03, dT:0.0041, rT:1.2085 +24-08-10 14:15:20.624 : ../models/spf_lut_x4_autosample_res | Iter:186000, Sample:5952000, GPixel:2.74e-03, dT:0.0038, rT:1.2040 +24-08-10 14:15:20.762 : Checkpoint saved 186000 +24-08-10 14:15:21.775 : Iter 186000 | Dataset Set5 | AVG Val PSNR: 31.171422 +24-08-10 14:15:25.947 : Iter 186000 | Dataset Set14 | AVG Val PSNR: 27.981432 +24-08-10 14:17:33.536 : ../models/spf_lut_x4_autosample_res | Iter:186100, Sample:5955200, GPixel:2.65e-03, dT:0.0036, rT:1.2056 +24-08-10 14:19:43.249 : ../models/spf_lut_x4_autosample_res | Iter:186200, Sample:5958400, GPixel:2.69e-03, dT:0.0056, rT:1.2225 +24-08-10 14:21:50.784 : ../models/spf_lut_x4_autosample_res | Iter:186300, Sample:5961600, GPixel:2.68e-03, dT:0.0037, rT:1.2042 +24-08-10 14:23:58.272 : ../models/spf_lut_x4_autosample_res | Iter:186400, Sample:5964800, GPixel:2.76e-03, dT:0.0035, rT:1.2007 +24-08-10 14:26:06.603 : ../models/spf_lut_x4_autosample_res | Iter:186500, Sample:5968000, GPixel:2.76e-03, dT:0.0045, rT:1.2110 +24-08-10 14:28:15.306 : ../models/spf_lut_x4_autosample_res | Iter:186600, Sample:5971200, GPixel:2.71e-03, dT:0.0050, rT:1.2134 +24-08-10 14:30:22.824 : ../models/spf_lut_x4_autosample_res | Iter:186700, Sample:5974400, GPixel:2.75e-03, dT:0.0037, rT:1.2036 +24-08-10 14:32:30.320 : ../models/spf_lut_x4_autosample_res | Iter:186800, Sample:5977600, GPixel:2.70e-03, dT:0.0035, rT:1.2041 +24-08-10 14:34:39.506 : ../models/spf_lut_x4_autosample_res | Iter:186900, Sample:5980800, GPixel:2.69e-03, dT:0.0060, rT:1.2165 +24-08-10 14:36:47.160 : ../models/spf_lut_x4_autosample_res | Iter:187000, Sample:5984000, GPixel:2.55e-03, dT:0.0035, rT:1.2030 +24-08-10 14:38:54.693 : ../models/spf_lut_x4_autosample_res | Iter:187100, Sample:5987200, GPixel:2.57e-03, dT:0.0037, rT:1.2043 +24-08-10 14:41:02.329 : ../models/spf_lut_x4_autosample_res | Iter:187200, Sample:5990400, GPixel:2.75e-03, dT:0.0037, rT:1.2063 +24-08-10 14:43:11.922 : ../models/spf_lut_x4_autosample_res | Iter:187300, Sample:5993600, GPixel:2.67e-03, dT:0.0058, rT:1.2204 +24-08-10 14:45:19.441 : ../models/spf_lut_x4_autosample_res | Iter:187400, Sample:5996800, GPixel:2.70e-03, dT:0.0036, rT:1.2041 +24-08-10 14:47:26.941 : ../models/spf_lut_x4_autosample_res | Iter:187500, Sample:6000000, GPixel:2.66e-03, dT:0.0035, rT:1.2046 +24-08-10 14:49:36.802 : ../models/spf_lut_x4_autosample_res | Iter:187600, Sample:6003200, GPixel:2.65e-03, dT:0.0055, rT:1.2239 +24-08-10 14:51:44.328 : ../models/spf_lut_x4_autosample_res | Iter:187700, Sample:6006400, GPixel:2.74e-03, dT:0.0037, rT:1.2041 +24-08-10 14:53:51.843 : ../models/spf_lut_x4_autosample_res | Iter:187800, Sample:6009600, GPixel:2.61e-03, dT:0.0036, rT:1.2042 +24-08-10 14:55:59.371 : ../models/spf_lut_x4_autosample_res | Iter:187900, Sample:6012800, GPixel:2.67e-03, dT:0.0036, rT:1.2041 +24-08-10 14:58:08.584 : ../models/spf_lut_x4_autosample_res | Iter:188000, Sample:6016000, GPixel:2.62e-03, dT:0.0050, rT:1.2168 +24-08-10 14:58:08.720 : Checkpoint saved 188000 +24-08-10 14:58:09.736 : Iter 188000 | Dataset Set5 | AVG Val PSNR: 31.176143 +24-08-10 14:58:13.704 : Iter 188000 | Dataset Set14 | AVG Val PSNR: 27.988196 +24-08-10 15:00:21.271 : ../models/spf_lut_x4_autosample_res | Iter:188100, Sample:6019200, GPixel:2.68e-03, dT:0.0039, rT:1.2045 +24-08-10 15:02:28.902 : ../models/spf_lut_x4_autosample_res | Iter:188200, Sample:6022400, GPixel:2.64e-03, dT:0.0036, rT:1.2062 +24-08-10 15:04:38.234 : ../models/spf_lut_x4_autosample_res | Iter:188300, Sample:6025600, GPixel:2.75e-03, dT:0.0056, rT:1.2199 +24-08-10 15:06:45.779 : ../models/spf_lut_x4_autosample_res | Iter:188400, Sample:6028800, GPixel:2.73e-03, dT:0.0037, rT:1.2036 +24-08-10 15:08:53.279 : ../models/spf_lut_x4_autosample_res | Iter:188500, Sample:6032000, GPixel:2.64e-03, dT:0.0035, rT:1.2041 +24-08-10 15:11:00.971 : ../models/spf_lut_x4_autosample_res | Iter:188600, Sample:6035200, GPixel:2.71e-03, dT:0.0039, rT:1.2056 +24-08-10 15:13:10.158 : ../models/spf_lut_x4_autosample_res | Iter:188700, Sample:6038400, GPixel:2.80e-03, dT:0.0056, rT:1.2170 +24-08-10 15:15:17.661 : ../models/spf_lut_x4_autosample_res | Iter:188800, Sample:6041600, GPixel:2.70e-03, dT:0.0036, rT:1.2046 +24-08-10 15:17:25.196 : ../models/spf_lut_x4_autosample_res | Iter:188900, Sample:6044800, GPixel:2.72e-03, dT:0.0037, rT:1.2035 +24-08-10 15:19:33.880 : ../models/spf_lut_x4_autosample_res | Iter:189000, Sample:6048000, GPixel:2.75e-03, dT:0.0050, rT:1.2142 +24-08-10 15:21:42.414 : ../models/spf_lut_x4_autosample_res | Iter:189100, Sample:6051200, GPixel:2.74e-03, dT:0.0048, rT:1.2118 +24-08-10 15:23:50.017 : ../models/spf_lut_x4_autosample_res | Iter:189200, Sample:6054400, GPixel:2.69e-03, dT:0.0035, rT:1.2055 +24-08-10 15:25:57.527 : ../models/spf_lut_x4_autosample_res | Iter:189300, Sample:6057600, GPixel:2.73e-03, dT:0.0036, rT:1.2043 +24-08-10 15:28:06.783 : ../models/spf_lut_x4_autosample_res | Iter:189400, Sample:6060800, GPixel:2.58e-03, dT:0.0063, rT:1.2187 +24-08-10 15:30:14.298 : ../models/spf_lut_x4_autosample_res | Iter:189500, Sample:6064000, GPixel:2.61e-03, dT:0.0036, rT:1.2047 +24-08-10 15:32:21.986 : ../models/spf_lut_x4_autosample_res | Iter:189600, Sample:6067200, GPixel:2.63e-03, dT:0.0038, rT:1.2059 +24-08-10 15:34:29.559 : ../models/spf_lut_x4_autosample_res | Iter:189700, Sample:6070400, GPixel:2.60e-03, dT:0.0041, rT:1.2045 +24-08-10 15:36:39.317 : ../models/spf_lut_x4_autosample_res | Iter:189800, Sample:6073600, GPixel:2.74e-03, dT:0.0064, rT:1.2214 +24-08-10 15:38:46.804 : ../models/spf_lut_x4_autosample_res | Iter:189900, Sample:6076800, GPixel:2.75e-03, dT:0.0035, rT:1.2045 +24-08-10 15:40:54.449 : ../models/spf_lut_x4_autosample_res | Iter:190000, Sample:6080000, GPixel:2.62e-03, dT:0.0036, rT:1.2057 +24-08-10 15:40:54.585 : Checkpoint saved 190000 +24-08-10 15:40:55.612 : Iter 190000 | Dataset Set5 | AVG Val PSNR: 31.176949 +24-08-10 15:40:59.628 : Iter 190000 | Dataset Set14 | AVG Val PSNR: 27.985413 +24-08-10 15:43:09.038 : ../models/spf_lut_x4_autosample_res | Iter:190100, Sample:6083200, GPixel:2.61e-03, dT:0.0068, rT:1.2184 +24-08-10 15:45:16.701 : ../models/spf_lut_x4_autosample_res | Iter:190200, Sample:6086400, GPixel:2.66e-03, dT:0.0039, rT:1.2055 +24-08-10 15:47:24.223 : ../models/spf_lut_x4_autosample_res | Iter:190300, Sample:6089600, GPixel:2.70e-03, dT:0.0037, rT:1.2044 +24-08-10 15:49:31.722 : ../models/spf_lut_x4_autosample_res | Iter:190400, Sample:6092800, GPixel:2.55e-03, dT:0.0036, rT:1.2042 +24-08-10 15:51:41.104 : ../models/spf_lut_x4_autosample_res | Iter:190500, Sample:6096000, GPixel:2.66e-03, dT:0.0054, rT:1.2184 +24-08-10 15:53:48.756 : ../models/spf_lut_x4_autosample_res | Iter:190600, Sample:6099200, GPixel:2.54e-03, dT:0.0036, rT:1.2055 +24-08-10 15:55:56.293 : ../models/spf_lut_x4_autosample_res | Iter:190700, Sample:6102400, GPixel:2.56e-03, dT:0.0038, rT:1.2040 +24-08-10 15:58:05.760 : ../models/spf_lut_x4_autosample_res | Iter:190800, Sample:6105600, GPixel:2.62e-03, dT:0.0048, rT:1.2218 +24-08-10 16:00:13.415 : ../models/spf_lut_x4_autosample_res | Iter:190900, Sample:6108800, GPixel:2.76e-03, dT:0.0037, rT:1.2053 +24-08-10 16:02:21.090 : ../models/spf_lut_x4_autosample_res | Iter:191000, Sample:6112000, GPixel:2.71e-03, dT:0.0038, rT:1.2053 +24-08-10 16:04:28.586 : ../models/spf_lut_x4_autosample_res | Iter:191100, Sample:6115200, GPixel:2.66e-03, dT:0.0036, rT:1.2041 +24-08-10 16:06:38.533 : ../models/spf_lut_x4_autosample_res | Iter:191200, Sample:6118400, GPixel:2.67e-03, dT:0.0060, rT:1.2249 +24-08-10 16:08:46.040 : ../models/spf_lut_x4_autosample_res | Iter:191300, Sample:6121600, GPixel:2.69e-03, dT:0.0036, rT:1.2037 +24-08-10 16:10:53.563 : ../models/spf_lut_x4_autosample_res | Iter:191400, Sample:6124800, GPixel:2.61e-03, dT:0.0037, rT:1.2037 +24-08-10 16:13:02.253 : ../models/spf_lut_x4_autosample_res | Iter:191500, Sample:6128000, GPixel:2.63e-03, dT:0.0053, rT:1.2134 +24-08-10 16:15:10.659 : ../models/spf_lut_x4_autosample_res | Iter:191600, Sample:6131200, GPixel:2.65e-03, dT:0.0049, rT:1.2110 +24-08-10 16:17:18.181 : ../models/spf_lut_x4_autosample_res | Iter:191700, Sample:6134400, GPixel:2.83e-03, dT:0.0037, rT:1.2041 +24-08-10 16:19:25.701 : ../models/spf_lut_x4_autosample_res | Iter:191800, Sample:6137600, GPixel:2.76e-03, dT:0.0036, rT:1.2042 +24-08-10 16:21:34.888 : ../models/spf_lut_x4_autosample_res | Iter:191900, Sample:6140800, GPixel:2.72e-03, dT:0.0065, rT:1.2159 +24-08-10 16:23:42.593 : ../models/spf_lut_x4_autosample_res | Iter:192000, Sample:6144000, GPixel:2.70e-03, dT:0.0036, rT:1.2056 +24-08-10 16:23:42.727 : Checkpoint saved 192000 +24-08-10 16:23:43.742 : Iter 192000 | Dataset Set5 | AVG Val PSNR: 31.173953 +24-08-10 16:23:47.877 : Iter 192000 | Dataset Set14 | AVG Val PSNR: 27.992464 +24-08-10 16:25:55.380 : ../models/spf_lut_x4_autosample_res | Iter:192100, Sample:6147200, GPixel:2.68e-03, dT:0.0036, rT:1.2040 +24-08-10 16:28:03.317 : ../models/spf_lut_x4_autosample_res | Iter:192200, Sample:6150400, GPixel:2.55e-03, dT:0.0040, rT:1.2089 +24-08-10 16:30:12.139 : ../models/spf_lut_x4_autosample_res | Iter:192300, Sample:6153600, GPixel:2.59e-03, dT:0.0047, rT:1.2146 +24-08-10 16:32:19.646 : ../models/spf_lut_x4_autosample_res | Iter:192400, Sample:6156800, GPixel:2.67e-03, dT:0.0036, rT:1.2042 +24-08-10 16:34:27.175 : ../models/spf_lut_x4_autosample_res | Iter:192500, Sample:6160000, GPixel:2.75e-03, dT:0.0037, rT:1.2044 +24-08-10 16:36:36.570 : ../models/spf_lut_x4_autosample_res | Iter:192600, Sample:6163200, GPixel:2.65e-03, dT:0.0058, rT:1.2201 +24-08-10 16:38:44.123 : ../models/spf_lut_x4_autosample_res | Iter:192700, Sample:6166400, GPixel:2.70e-03, dT:0.0038, rT:1.2043 +24-08-10 16:40:51.618 : ../models/spf_lut_x4_autosample_res | Iter:192800, Sample:6169600, GPixel:2.67e-03, dT:0.0035, rT:1.2044 +24-08-10 16:42:59.137 : ../models/spf_lut_x4_autosample_res | Iter:192900, Sample:6172800, GPixel:2.77e-03, dT:0.0036, rT:1.2045 +24-08-10 16:45:08.661 : 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dT:0.0051, rT:1.2115 +24-08-10 17:02:12.181 : ../models/spf_lut_x4_autosample_res | Iter:193800, Sample:6201600, GPixel:2.69e-03, dT:0.0036, rT:1.2048 +24-08-10 17:04:19.704 : ../models/spf_lut_x4_autosample_res | Iter:193900, Sample:6204800, GPixel:2.75e-03, dT:0.0036, rT:1.2048 +24-08-10 17:06:28.792 : ../models/spf_lut_x4_autosample_res | Iter:194000, Sample:6208000, GPixel:2.60e-03, dT:0.0049, rT:1.2173 +24-08-10 17:06:29.203 : Checkpoint saved 194000 +24-08-10 17:06:31.030 : Iter 194000 | Dataset Set5 | AVG Val PSNR: 31.176970 +24-08-10 17:06:36.669 : Iter 194000 | Dataset Set14 | AVG Val PSNR: 27.987278 +24-08-10 17:08:44.341 : ../models/spf_lut_x4_autosample_res | Iter:194100, Sample:6211200, GPixel:2.58e-03, dT:0.0040, rT:1.2047 +24-08-10 17:10:51.889 : ../models/spf_lut_x4_autosample_res | Iter:194200, Sample:6214400, GPixel:2.73e-03, dT:0.0038, rT:1.2042 +24-08-10 17:12:59.427 : ../models/spf_lut_x4_autosample_res | Iter:194300, Sample:6217600, GPixel:2.64e-03, dT:0.0038, rT:1.2040 +24-08-10 17:15:08.639 : ../models/spf_lut_x4_autosample_res | Iter:194400, Sample:6220800, GPixel:2.56e-03, dT:0.0056, rT:1.2174 +24-08-10 17:17:16.312 : ../models/spf_lut_x4_autosample_res | Iter:194500, Sample:6224000, GPixel:2.64e-03, dT:0.0037, rT:1.2057 +24-08-10 17:19:23.872 : ../models/spf_lut_x4_autosample_res | Iter:194600, Sample:6227200, GPixel:2.59e-03, dT:0.0039, rT:1.2047 +24-08-10 17:21:31.967 : ../models/spf_lut_x4_autosample_res | Iter:194700, Sample:6230400, GPixel:2.74e-03, dT:0.0040, rT:1.2096 +24-08-10 17:23:40.767 : ../models/spf_lut_x4_autosample_res | Iter:194800, Sample:6233600, GPixel:2.71e-03, dT:0.0047, rT:1.2145 +24-08-10 17:25:48.294 : ../models/spf_lut_x4_autosample_res | Iter:194900, Sample:6236800, GPixel:2.71e-03, dT:0.0037, rT:1.2027 +24-08-10 17:27:55.809 : ../models/spf_lut_x4_autosample_res | Iter:195000, Sample:6240000, GPixel:2.75e-03, dT:0.0036, rT:1.2044 +24-08-10 17:30:05.419 : ../models/spf_lut_x4_autosample_res | Iter:195100, Sample:6243200, GPixel:2.70e-03, dT:0.0054, rT:1.2224 +24-08-10 17:32:12.935 : ../models/spf_lut_x4_autosample_res | Iter:195200, Sample:6246400, GPixel:2.75e-03, dT:0.0036, rT:1.2042 +24-08-10 17:34:20.457 : ../models/spf_lut_x4_autosample_res | Iter:195300, Sample:6249600, GPixel:2.59e-03, dT:0.0036, rT:1.2041 +24-08-10 17:36:27.963 : ../models/spf_lut_x4_autosample_res | Iter:195400, Sample:6252800, GPixel:2.77e-03, dT:0.0036, rT:1.2040 +24-08-10 17:38:37.402 : ../models/spf_lut_x4_autosample_res | Iter:195500, Sample:6256000, GPixel:2.77e-03, dT:0.0054, rT:1.2192 +24-08-10 17:40:44.915 : ../models/spf_lut_x4_autosample_res | Iter:195600, Sample:6259200, GPixel:2.80e-03, dT:0.0036, rT:1.2043 +24-08-10 17:42:52.523 : ../models/spf_lut_x4_autosample_res | Iter:195700, Sample:6262400, GPixel:2.65e-03, dT:0.0035, rT:1.2059 +24-08-10 17:45:01.829 : ../models/spf_lut_x4_autosample_res | Iter:195800, Sample:6265600, GPixel:2.73e-03, dT:0.0060, rT:1.2180 +24-08-10 17:47:09.401 : ../models/spf_lut_x4_autosample_res | Iter:195900, Sample:6268800, GPixel:2.65e-03, dT:0.0038, rT:1.2036 +24-08-10 17:49:16.916 : ../models/spf_lut_x4_autosample_res | Iter:196000, Sample:6272000, GPixel:2.68e-03, dT:0.0036, rT:1.2042 +24-08-10 17:49:17.053 : Checkpoint saved 196000 +24-08-10 17:49:18.019 : Iter 196000 | Dataset Set5 | AVG Val PSNR: 31.154244 +24-08-10 17:49:21.982 : Iter 196000 | Dataset Set14 | AVG Val PSNR: 27.983227 +24-08-10 17:51:29.644 : ../models/spf_lut_x4_autosample_res | Iter:196100, Sample:6275200, GPixel:2.67e-03, dT:0.0036, rT:1.2061 +24-08-10 17:53:39.257 : ../models/spf_lut_x4_autosample_res | Iter:196200, Sample:6278400, GPixel:2.66e-03, dT:0.0058, rT:1.2206 +24-08-10 17:55:46.865 : ../models/spf_lut_x4_autosample_res | Iter:196300, Sample:6281600, GPixel:2.77e-03, dT:0.0036, rT:1.2061 +24-08-10 17:57:54.368 : ../models/spf_lut_x4_autosample_res | Iter:196400, Sample:6284800, GPixel:2.63e-03, dT:0.0035, rT:1.2041 +24-08-10 18:00:03.483 : 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dT:0.0037, rT:1.2086 +24-08-10 18:17:07.782 : ../models/spf_lut_x4_autosample_res | Iter:197300, Sample:6313600, GPixel:2.68e-03, dT:0.0050, rT:1.2174 +24-08-10 18:19:15.321 : ../models/spf_lut_x4_autosample_res | Iter:197400, Sample:6316800, GPixel:2.68e-03, dT:0.0037, rT:1.2042 +24-08-10 18:21:22.829 : ../models/spf_lut_x4_autosample_res | Iter:197500, Sample:6320000, GPixel:2.65e-03, dT:0.0036, rT:1.2041 +24-08-10 18:23:32.133 : ../models/spf_lut_x4_autosample_res | Iter:197600, Sample:6323200, GPixel:2.62e-03, dT:0.0057, rT:1.2187 +24-08-10 18:25:39.803 : ../models/spf_lut_x4_autosample_res | Iter:197700, Sample:6326400, GPixel:2.61e-03, dT:0.0037, rT:1.2059 +24-08-10 18:27:47.358 : ../models/spf_lut_x4_autosample_res | Iter:197800, Sample:6329600, GPixel:2.81e-03, dT:0.0039, rT:1.2033 +24-08-10 18:29:54.892 : ../models/spf_lut_x4_autosample_res | Iter:197900, Sample:6332800, GPixel:2.64e-03, dT:0.0037, rT:1.2032 +24-08-10 18:32:04.573 : ../models/spf_lut_x4_autosample_res | Iter:198000, Sample:6336000, GPixel:2.68e-03, dT:0.0055, rT:1.2223 +24-08-10 18:32:04.709 : Checkpoint saved 198000 +24-08-10 18:32:05.722 : Iter 198000 | Dataset Set5 | AVG Val PSNR: 31.176209 +24-08-10 18:32:09.868 : Iter 198000 | Dataset Set14 | AVG Val PSNR: 27.989013 +24-08-10 18:34:17.544 : ../models/spf_lut_x4_autosample_res | Iter:198100, Sample:6339200, GPixel:2.74e-03, dT:0.0036, rT:1.2056 +24-08-10 18:36:25.060 : ../models/spf_lut_x4_autosample_res | Iter:198200, Sample:6342400, GPixel:2.75e-03, dT:0.0037, rT:1.2042 +24-08-10 18:38:34.764 : ../models/spf_lut_x4_autosample_res | Iter:198300, Sample:6345600, GPixel:2.64e-03, dT:0.0064, rT:1.2217 +24-08-10 18:40:42.285 : ../models/spf_lut_x4_autosample_res | Iter:198400, Sample:6348800, GPixel:2.73e-03, dT:0.0037, rT:1.2042 +24-08-10 18:42:49.811 : ../models/spf_lut_x4_autosample_res | Iter:198500, Sample:6352000, GPixel:2.67e-03, dT:0.0038, rT:1.2043 +24-08-10 18:44:57.307 : ../models/spf_lut_x4_autosample_res | Iter:198600, Sample:6355200, GPixel:2.67e-03, dT:0.0035, rT:1.2042 +24-08-10 18:47:06.796 : ../models/spf_lut_x4_autosample_res | Iter:198700, Sample:6358400, GPixel:2.70e-03, dT:0.0054, rT:1.2201 +24-08-10 18:49:14.295 : ../models/spf_lut_x4_autosample_res | Iter:198800, Sample:6361600, GPixel:2.69e-03, dT:0.0036, rT:1.2044 +24-08-10 18:51:21.818 : ../models/spf_lut_x4_autosample_res | Iter:198900, Sample:6364800, GPixel:2.61e-03, dT:0.0037, rT:1.2041 +24-08-10 18:53:30.976 : ../models/spf_lut_x4_autosample_res | Iter:199000, Sample:6368000, GPixel:2.83e-03, dT:0.0050, rT:1.2187 +24-08-10 18:55:38.666 : ../models/spf_lut_x4_autosample_res | Iter:199100, Sample:6371200, GPixel:2.58e-03, dT:0.0037, rT:1.2057 +24-08-10 18:57:46.190 : ../models/spf_lut_x4_autosample_res | Iter:199200, Sample:6374400, GPixel:2.70e-03, dT:0.0037, rT:1.2044 +24-08-10 18:59:53.820 : ../models/spf_lut_x4_autosample_res | Iter:199300, Sample:6377600, GPixel:2.80e-03, dT:0.0036, rT:1.2062 +24-08-10 19:02:03.362 : ../models/spf_lut_x4_autosample_res | Iter:199400, Sample:6380800, GPixel:2.70e-03, dT:0.0053, rT:1.2207 +24-08-10 19:04:10.876 : ../models/spf_lut_x4_autosample_res | Iter:199500, Sample:6384000, GPixel:2.71e-03, dT:0.0038, rT:1.2043 +24-08-10 19:06:18.373 : ../models/spf_lut_x4_autosample_res | Iter:199600, Sample:6387200, GPixel:2.70e-03, dT:0.0036, rT:1.2020 +24-08-10 19:08:26.928 : ../models/spf_lut_x4_autosample_res | Iter:199700, Sample:6390400, GPixel:2.59e-03, dT:0.0040, rT:1.2128 +24-08-10 19:10:35.361 : ../models/spf_lut_x4_autosample_res | Iter:199800, Sample:6393600, GPixel:2.75e-03, dT:0.0043, rT:1.2113 +24-08-10 19:12:42.895 : ../models/spf_lut_x4_autosample_res | Iter:199900, Sample:6396800, GPixel:2.76e-03, dT:0.0038, rT:1.2043 +24-08-10 19:14:50.409 : ../models/spf_lut_x4_autosample_res | Iter:200000, Sample:6400000, GPixel:2.71e-03, dT:0.0036, rT:1.2046 +24-08-10 19:14:50.548 : Checkpoint saved 200000 +24-08-10 19:14:51.556 : Iter 200000 | Dataset Set5 | AVG Val PSNR: 31.150541 +24-08-10 19:14:55.677 : Iter 200000 | Dataset Set14 | AVG Val PSNR: 27.980920 +24-08-10 19:14:55.679 : Complete +24-08-18 21:11:20.525 : None +24-08-18 21:12:49.877 : None +24-08-18 21:13:21.378 : None +24-08-18 21:15:13.779 : ../models/spf_lut_x4_autosample_res/ | Iter:200100, Sample: 800, GPixel:2.84e-03, dT:0.0095, rT:0.9019 +24-08-18 21:16:41.442 : ../models/spf_lut_x4_autosample_res/ | Iter:200200, Sample: 1600, GPixel:2.89e-03, dT:0.0035, rT:0.8291 +24-08-18 21:18:05.627 : ../models/spf_lut_x4_autosample_res/ | Iter:200300, Sample: 2400, GPixel:2.71e-03, dT:0.0031, rT:0.7872 +24-08-18 21:19:29.316 : ../models/spf_lut_x4_autosample_res/ | Iter:200400, Sample: 3200, GPixel:2.80e-03, dT:0.0030, rT:0.7821 +24-08-18 21:20:52.055 : ../models/spf_lut_x4_autosample_res/ | Iter:200500, Sample: 4000, GPixel:2.52e-03, dT:0.0029, rT:0.7715 +24-08-18 21:22:15.163 : ../models/spf_lut_x4_autosample_res/ | Iter:200600, Sample: 4800, GPixel:2.70e-03, dT:0.0034, rT:0.7719 +24-08-18 21:23:37.452 : ../models/spf_lut_x4_autosample_res/ | Iter:200700, Sample: 5600, GPixel:2.64e-03, dT:0.0026, rT:0.7631 +24-08-18 21:25:00.489 : ../models/spf_lut_x4_autosample_res/ | Iter:200800, Sample: 6400, GPixel:2.74e-03, dT:0.0026, rT:0.7698 +24-08-18 21:26:23.160 : ../models/spf_lut_x4_autosample_res/ | Iter:200900, Sample: 7200, GPixel:2.57e-03, dT:0.0026, rT:0.7663 +24-08-18 21:27:45.619 : ../models/spf_lut_x4_autosample_res/ | Iter:201000, Sample: 8000, GPixel:2.64e-03, dT:0.0026, rT:0.7652 +24-08-18 21:29:08.150 : ../models/spf_lut_x4_autosample_res/ | Iter:201100, Sample: 8800, GPixel:2.96e-03, dT:0.0026, rT:0.7679 +24-08-18 21:30:30.740 : ../models/spf_lut_x4_autosample_res/ | Iter:201200, Sample: 9600, GPixel:2.64e-03, dT:0.0027, rT:0.7681 +24-08-18 21:31:53.015 : ../models/spf_lut_x4_autosample_res/ | Iter:201300, Sample: 10400, GPixel:2.83e-03, dT:0.0027, rT:0.7666 +24-08-18 21:33:15.440 : ../models/spf_lut_x4_autosample_res/ | Iter:201400, Sample: 11200, GPixel:2.62e-03, dT:0.0027, rT:0.7676 +24-08-18 21:34:38.134 : ../models/spf_lut_x4_autosample_res/ | Iter:201500, Sample: 12000, GPixel:2.79e-03, dT:0.0026, rT:0.7701 +24-08-18 21:36:00.972 : ../models/spf_lut_x4_autosample_res/ | Iter:201600, Sample: 12800, GPixel:2.67e-03, dT:0.0027, rT:0.7707 +24-08-18 21:37:24.172 : ../models/spf_lut_x4_autosample_res/ | Iter:201700, Sample: 13600, GPixel:2.68e-03, dT:0.0028, rT:0.7740 +24-08-18 21:38:47.229 : ../models/spf_lut_x4_autosample_res/ | Iter:201800, Sample: 14400, GPixel:2.46e-03, dT:0.0028, rT:0.7733 +24-08-18 21:40:09.942 : ../models/spf_lut_x4_autosample_res/ | Iter:201900, Sample: 15200, GPixel:2.97e-03, dT:0.0027, rT:0.7697 +24-08-18 21:41:32.727 : ../models/spf_lut_x4_autosample_res/ | Iter:202000, Sample: 16000, GPixel:2.91e-03, dT:0.0027, rT:0.7699 +24-08-18 21:41:33.144 : Checkpoint saved 202000 +24-08-18 21:41:40.398 : Iter 202000 | Dataset Set5 | AVG Val PSNR: 31.036964 +24-08-18 21:41:58.666 : Iter 202000 | Dataset Set14 | AVG Val PSNR: 27.889710 +24-08-18 21:43:23.781 : ../models/spf_lut_x4_autosample_res/ | Iter:202100, Sample: 16800, GPixel:2.66e-03, dT:0.0029, rT:0.7973 +24-08-18 21:44:46.906 : ../models/spf_lut_x4_autosample_res/ | Iter:202200, Sample: 17600, GPixel:2.59e-03, dT:0.0027, rT:0.7754 +24-08-18 21:46:10.229 : ../models/spf_lut_x4_autosample_res/ | Iter:202300, Sample: 18400, GPixel:2.80e-03, dT:0.0028, rT:0.7770 +24-08-18 21:47:33.225 : ../models/spf_lut_x4_autosample_res/ | Iter:202400, Sample: 19200, GPixel:2.98e-03, dT:0.0026, rT:0.7725 +24-08-18 21:48:56.794 : ../models/spf_lut_x4_autosample_res/ | Iter:202500, Sample: 20000, GPixel:2.66e-03, dT:0.0026, rT:0.7802 +24-08-18 21:50:20.053 : ../models/spf_lut_x4_autosample_res/ | Iter:202600, Sample: 20800, GPixel:2.55e-03, dT:0.0027, rT:0.7745 +24-08-18 21:51:44.615 : ../models/spf_lut_x4_autosample_res/ | Iter:202700, Sample: 21600, GPixel:2.43e-03, dT:0.0027, rT:0.7908 +24-08-18 21:53:07.764 : ../models/spf_lut_x4_autosample_res/ | Iter:202800, Sample: 22400, GPixel:2.41e-03, dT:0.0026, rT:0.7741 +24-08-18 21:54:30.679 : ../models/spf_lut_x4_autosample_res/ | Iter:202900, Sample: 23200, GPixel:2.86e-03, dT:0.0025, rT:0.7680 +24-08-18 21:55:53.461 : ../models/spf_lut_x4_autosample_res/ | Iter:203000, Sample: 24000, GPixel:2.77e-03, dT:0.0025, rT:0.7668 +24-08-18 21:57:15.893 : ../models/spf_lut_x4_autosample_res/ | Iter:203100, Sample: 24800, GPixel:2.64e-03, dT:0.0025, rT:0.7625 +24-08-18 21:58:38.280 : ../models/spf_lut_x4_autosample_res/ | Iter:203200, Sample: 25600, GPixel:2.73e-03, dT:0.0025, rT:0.7622 +24-08-18 22:00:03.110 : ../models/spf_lut_x4_autosample_res/ | Iter:203300, Sample: 26400, GPixel:2.80e-03, dT:0.0027, rT:0.7879 +24-08-18 22:01:28.309 : ../models/spf_lut_x4_autosample_res/ | Iter:203400, Sample: 27200, GPixel:2.52e-03, dT:0.0028, rT:0.7916 +24-08-18 22:02:53.582 : ../models/spf_lut_x4_autosample_res/ | Iter:203500, Sample: 28000, GPixel:2.60e-03, dT:0.0029, rT:0.7927 +24-08-18 22:04:18.917 : ../models/spf_lut_x4_autosample_res/ | Iter:203600, Sample: 28800, GPixel:2.62e-03, dT:0.0030, rT:0.7925 +24-08-18 22:05:44.031 : ../models/spf_lut_x4_autosample_res/ | Iter:203700, Sample: 29600, GPixel:2.53e-03, dT:0.0028, rT:0.7915 +24-08-18 22:07:07.744 : ../models/spf_lut_x4_autosample_res/ | Iter:203800, Sample: 30400, GPixel:2.70e-03, dT:0.0027, rT:0.7805 +24-08-18 22:08:30.853 : ../models/spf_lut_x4_autosample_res/ | Iter:203900, Sample: 31200, GPixel:2.93e-03, dT:0.0026, rT:0.7746 +24-08-18 22:09:54.820 : ../models/spf_lut_x4_autosample_res/ | Iter:204000, Sample: 32000, GPixel:2.92e-03, dT:0.0028, rT:0.7832 +24-08-18 22:09:55.147 : Checkpoint saved 204000 +24-08-18 22:09:57.333 : Iter 204000 | Dataset Set5 | AVG Val PSNR: 31.080240 +24-08-18 22:10:05.762 : Iter 204000 | Dataset Set14 | AVG Val PSNR: 27.938170 +24-08-18 22:11:31.159 : ../models/spf_lut_x4_autosample_res/ | Iter:204100, Sample: 32800, GPixel:2.82e-03, dT:0.0029, rT:0.7936 +24-08-18 22:12:55.897 : ../models/spf_lut_x4_autosample_res/ | Iter:204200, Sample: 33600, GPixel:2.66e-03, dT:0.0029, rT:0.7880 +24-08-18 22:14:21.386 : ../models/spf_lut_x4_autosample_res/ | Iter:204300, Sample: 34400, GPixel:2.84e-03, dT:0.0028, rT:0.7943 +24-08-18 22:15:46.525 : ../models/spf_lut_x4_autosample_res/ | Iter:204400, Sample: 35200, GPixel:2.75e-03, dT:0.0028, rT:0.7906 +24-08-18 22:17:11.834 : ../models/spf_lut_x4_autosample_res/ | Iter:204500, Sample: 36000, GPixel:2.35e-03, dT:0.0028, rT:0.7929 +24-08-18 22:18:37.064 : ../models/spf_lut_x4_autosample_res/ | Iter:204600, Sample: 36800, GPixel:2.79e-03, dT:0.0028, rT:0.7914 +24-08-18 22:20:02.149 : ../models/spf_lut_x4_autosample_res/ | Iter:204700, Sample: 37600, GPixel:2.79e-03, dT:0.0029, rT:0.7898 +24-08-18 22:21:27.489 : ../models/spf_lut_x4_autosample_res/ | Iter:204800, Sample: 38400, GPixel:2.52e-03, dT:0.0028, rT:0.7924 +24-08-18 22:22:52.747 : ../models/spf_lut_x4_autosample_res/ | Iter:204900, Sample: 39200, GPixel:2.44e-03, dT:0.0028, rT:0.7920 +24-08-18 22:24:18.418 : ../models/spf_lut_x4_autosample_res/ | Iter:205000, Sample: 40000, GPixel:2.65e-03, dT:0.0030, rT:0.7963 +24-08-18 22:25:43.477 : ../models/spf_lut_x4_autosample_res/ | Iter:205100, Sample: 40800, GPixel:2.99e-03, dT:0.0028, rT:0.7897 +24-08-18 22:27:08.689 : ../models/spf_lut_x4_autosample_res/ | Iter:205200, Sample: 41600, GPixel:2.70e-03, dT:0.0028, rT:0.7914 +24-08-18 22:28:34.063 : ../models/spf_lut_x4_autosample_res/ | Iter:205300, Sample: 42400, GPixel:2.97e-03, dT:0.0028, rT:0.7938 +24-08-18 22:29:59.387 : ../models/spf_lut_x4_autosample_res/ | Iter:205400, Sample: 43200, GPixel:2.73e-03, dT:0.0029, rT:0.7927 +24-08-18 22:31:24.468 : ../models/spf_lut_x4_autosample_res/ | Iter:205500, Sample: 44000, GPixel:2.79e-03, dT:0.0028, rT:0.7900 +24-08-18 22:32:49.828 : ../models/spf_lut_x4_autosample_res/ | Iter:205600, Sample: 44800, GPixel:2.44e-03, dT:0.0028, rT:0.7929 +24-08-18 22:34:14.802 : ../models/spf_lut_x4_autosample_res/ | Iter:205700, Sample: 45600, GPixel:2.86e-03, dT:0.0028, rT:0.7890 +24-08-18 22:35:40.081 : ../models/spf_lut_x4_autosample_res/ | Iter:205800, Sample: 46400, GPixel:2.61e-03, dT:0.0028, rT:0.7921 +24-08-18 22:37:05.324 : ../models/spf_lut_x4_autosample_res/ | Iter:205900, Sample: 47200, GPixel:3.19e-03, dT:0.0029, rT:0.7916 +24-08-18 22:38:30.571 : ../models/spf_lut_x4_autosample_res/ | Iter:206000, Sample: 48000, GPixel:2.93e-03, dT:0.0029, rT:0.7921 +24-08-18 22:38:30.883 : Checkpoint saved 206000 +24-08-18 22:38:33.054 : Iter 206000 | Dataset Set5 | AVG Val PSNR: 31.021338 +24-08-18 22:38:41.181 : Iter 206000 | Dataset Set14 | AVG Val PSNR: 27.909223 +24-08-18 22:40:06.547 : ../models/spf_lut_x4_autosample_res/ | Iter:206100, Sample: 48800, GPixel:2.88e-03, dT:0.0028, rT:0.7930 +24-08-18 22:41:31.669 : ../models/spf_lut_x4_autosample_res/ | Iter:206200, Sample: 49600, GPixel:2.63e-03, dT:0.0029, rT:0.7903 +24-08-18 22:42:56.660 : ../models/spf_lut_x4_autosample_res/ | Iter:206300, Sample: 50400, GPixel:2.72e-03, dT:0.0028, rT:0.7889 +24-08-18 22:44:22.195 : ../models/spf_lut_x4_autosample_res/ | Iter:206400, Sample: 51200, GPixel:2.56e-03, dT:0.0029, rT:0.7956 +24-08-18 22:45:46.961 : ../models/spf_lut_x4_autosample_res/ | Iter:206500, Sample: 52000, GPixel:2.59e-03, dT:0.0027, rT:0.7870 +24-08-18 22:47:12.233 : ../models/spf_lut_x4_autosample_res/ | Iter:206600, Sample: 52800, GPixel:2.80e-03, dT:0.0028, rT:0.7919 +24-08-18 22:48:37.317 : ../models/spf_lut_x4_autosample_res/ | Iter:206700, Sample: 53600, GPixel:2.57e-03, dT:0.0028, rT:0.7901 +24-08-18 22:50:02.706 : ../models/spf_lut_x4_autosample_res/ | Iter:206800, Sample: 54400, GPixel:2.90e-03, dT:0.0028, rT:0.7936 +24-08-18 22:51:27.677 : ../models/spf_lut_x4_autosample_res/ | Iter:206900, Sample: 55200, GPixel:2.68e-03, dT:0.0028, rT:0.7892 +24-08-18 22:52:52.903 : ../models/spf_lut_x4_autosample_res/ | Iter:207000, Sample: 56000, GPixel:2.73e-03, dT:0.0027, rT:0.7917 +24-08-18 22:54:17.985 : 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dT:0.0028, rT:0.7839 +24-08-18 23:05:35.967 : ../models/spf_lut_x4_autosample_res/ | Iter:207900, Sample: 63200, GPixel:2.80e-03, dT:0.0029, rT:0.7850 +24-08-18 23:07:00.478 : ../models/spf_lut_x4_autosample_res/ | Iter:208000, Sample: 64000, GPixel:2.77e-03, dT:0.0029, rT:0.7836 +24-08-18 23:07:00.780 : Checkpoint saved 208000 +24-08-18 23:07:02.843 : Iter 208000 | Dataset Set5 | AVG Val PSNR: 30.975445 +24-08-18 23:07:10.990 : Iter 208000 | Dataset Set14 | AVG Val PSNR: 27.860208 +24-08-18 23:08:35.426 : ../models/spf_lut_x4_autosample_res/ | Iter:208100, Sample: 64800, GPixel:2.85e-03, dT:0.0028, rT:0.7834 +24-08-18 23:10:00.158 : ../models/spf_lut_x4_autosample_res/ | Iter:208200, Sample: 65600, GPixel:2.76e-03, dT:0.0028, rT:0.7859 +24-08-18 23:11:24.758 : ../models/spf_lut_x4_autosample_res/ | Iter:208300, Sample: 66400, GPixel:2.59e-03, dT:0.0028, rT:0.7857 +24-08-18 23:12:49.283 : ../models/spf_lut_x4_autosample_res/ | Iter:208400, Sample: 67200, GPixel:2.68e-03, dT:0.0027, 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00:03:55.593 : Iter 212000 | Dataset Set5 | AVG Val PSNR: 30.948708 +24-08-19 00:04:03.813 : Iter 212000 | Dataset Set14 | AVG Val PSNR: 27.849194 +24-08-19 00:05:28.859 : ../models/spf_lut_x4_autosample_res/ | Iter:212100, Sample: 96800, GPixel:2.76e-03, dT:0.0030, rT:0.7900 +24-08-19 00:06:53.920 : ../models/spf_lut_x4_autosample_res/ | Iter:212200, Sample: 97600, GPixel:2.95e-03, dT:0.0030, rT:0.7898 +24-08-19 00:08:18.849 : ../models/spf_lut_x4_autosample_res/ | Iter:212300, Sample: 98400, GPixel:2.77e-03, dT:0.0028, rT:0.7883 +24-08-19 00:09:44.027 : ../models/spf_lut_x4_autosample_res/ | Iter:212400, Sample: 99200, GPixel:2.45e-03, dT:0.0029, rT:0.7911 +24-08-19 00:11:09.309 : ../models/spf_lut_x4_autosample_res/ | Iter:212500, Sample:100000, GPixel:2.74e-03, dT:0.0029, rT:0.7924 +24-08-19 00:12:34.291 : ../models/spf_lut_x4_autosample_res/ | Iter:212600, Sample:100800, GPixel:2.63e-03, dT:0.0029, rT:0.7887 +24-08-19 00:13:59.444 : ../models/spf_lut_x4_autosample_res/ | Iter:212700, Sample:101600, GPixel:2.82e-03, dT:0.0029, rT:0.7902 +24-08-19 00:15:24.014 : ../models/spf_lut_x4_autosample_res/ | Iter:212800, Sample:102400, GPixel:2.88e-03, dT:0.0029, rT:0.7853 +24-08-19 00:16:48.841 : ../models/spf_lut_x4_autosample_res/ | Iter:212900, Sample:103200, GPixel:2.97e-03, dT:0.0028, rT:0.7876 +24-08-19 00:18:13.630 : ../models/spf_lut_x4_autosample_res/ | Iter:213000, Sample:104000, GPixel:2.70e-03, dT:0.0029, rT:0.7869 +24-08-19 00:19:38.698 : ../models/spf_lut_x4_autosample_res/ | Iter:213100, Sample:104800, GPixel:2.61e-03, dT:0.0030, rT:0.7898 +24-08-19 00:21:03.848 : ../models/spf_lut_x4_autosample_res/ | Iter:213200, Sample:105600, GPixel:2.68e-03, dT:0.0029, rT:0.7904 +24-08-19 00:22:28.873 : ../models/spf_lut_x4_autosample_res/ | Iter:213300, Sample:106400, GPixel:2.75e-03, dT:0.0029, rT:0.7895 +24-08-19 00:23:54.048 : ../models/spf_lut_x4_autosample_res/ | Iter:213400, Sample:107200, GPixel:2.70e-03, dT:0.0029, rT:0.7908 +24-08-19 00:25:19.294 : 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Iter:215600, Sample:124800, GPixel:2.73e-03, dT:0.0029, rT:0.7871 +24-08-19 00:56:41.320 : ../models/spf_lut_x4_autosample_res/ | Iter:215700, Sample:125600, GPixel:2.63e-03, dT:0.0029, rT:0.7895 +24-08-19 00:58:06.264 : ../models/spf_lut_x4_autosample_res/ | Iter:215800, Sample:126400, GPixel:2.68e-03, dT:0.0029, rT:0.7884 +24-08-19 00:59:31.271 : ../models/spf_lut_x4_autosample_res/ | Iter:215900, Sample:127200, GPixel:2.62e-03, dT:0.0030, rT:0.7895 +24-08-19 01:00:56.244 : ../models/spf_lut_x4_autosample_res/ | Iter:216000, Sample:128000, GPixel:2.61e-03, dT:0.0029, rT:0.7891 +24-08-19 01:00:56.552 : Checkpoint saved 216000 +24-08-19 01:00:58.649 : Iter 216000 | Dataset Set5 | AVG Val PSNR: 30.994694 +24-08-19 01:01:06.855 : Iter 216000 | Dataset Set14 | AVG Val PSNR: 27.867144 +24-08-19 01:02:31.947 : ../models/spf_lut_x4_autosample_res/ | Iter:216100, Sample:128800, GPixel:2.90e-03, dT:0.0030, rT:0.7899 +24-08-19 01:03:56.692 : ../models/spf_lut_x4_autosample_res/ | Iter:216200, 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Sample:152800, GPixel:2.76e-03, dT:0.0029, rT:0.7938 +24-08-19 01:46:42.262 : ../models/spf_lut_x4_autosample_res/ | Iter:219200, Sample:153600, GPixel:2.80e-03, dT:0.0029, rT:0.7878 +24-08-19 01:48:07.589 : ../models/spf_lut_x4_autosample_res/ | Iter:219300, Sample:154400, GPixel:2.89e-03, dT:0.0030, rT:0.7924 +24-08-19 01:49:32.750 : ../models/spf_lut_x4_autosample_res/ | Iter:219400, Sample:155200, GPixel:2.72e-03, dT:0.0030, rT:0.7905 +24-08-19 01:50:57.874 : ../models/spf_lut_x4_autosample_res/ | Iter:219500, Sample:156000, GPixel:2.71e-03, dT:0.0029, rT:0.7908 +24-08-19 01:52:23.289 : ../models/spf_lut_x4_autosample_res/ | Iter:219600, Sample:156800, GPixel:2.59e-03, dT:0.0029, rT:0.7934 +24-08-19 01:53:48.625 : ../models/spf_lut_x4_autosample_res/ | Iter:219700, Sample:157600, GPixel:2.73e-03, dT:0.0030, rT:0.7928 +24-08-19 01:55:13.778 : ../models/spf_lut_x4_autosample_res/ | Iter:219800, Sample:158400, GPixel:2.64e-03, dT:0.0030, rT:0.7907 +24-08-19 01:56:38.784 : ../models/spf_lut_x4_autosample_res/ | Iter:219900, Sample:159200, GPixel:2.32e-03, dT:0.0029, rT:0.7893 +24-08-19 01:58:03.943 : ../models/spf_lut_x4_autosample_res/ | Iter:220000, Sample:160000, GPixel:2.79e-03, dT:0.0029, rT:0.7910 +24-08-19 01:58:04.344 : Checkpoint saved 220000 +24-08-19 01:58:06.546 : Iter 220000 | Dataset Set5 | AVG Val PSNR: 31.040694 +24-08-19 01:58:14.866 : Iter 220000 | Dataset Set14 | AVG Val PSNR: 27.858652 +24-08-19 01:59:40.196 : ../models/spf_lut_x4_autosample_res/ | Iter:220100, Sample:160800, GPixel:2.96e-03, dT:0.0029, rT:0.7926 +24-08-19 02:01:05.224 : ../models/spf_lut_x4_autosample_res/ | Iter:220200, Sample:161600, GPixel:2.71e-03, dT:0.0031, rT:0.7892 +24-08-19 02:02:30.463 : ../models/spf_lut_x4_autosample_res/ | Iter:220300, Sample:162400, GPixel:2.71e-03, dT:0.0030, rT:0.7915 +24-08-19 02:03:55.648 : ../models/spf_lut_x4_autosample_res/ | Iter:220400, Sample:163200, GPixel:2.94e-03, dT:0.0031, rT:0.7906 +24-08-19 02:05:20.904 : 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Iter:222000, Sample:176000, GPixel:2.87e-03, dT:0.0029, rT:0.7879 +24-08-19 02:26:36.926 : Checkpoint saved 222000 +24-08-19 02:26:39.059 : Iter 222000 | Dataset Set5 | AVG Val PSNR: 31.058865 +24-08-19 02:26:47.302 : Iter 222000 | Dataset Set14 | AVG Val PSNR: 27.897968 +24-08-19 02:28:12.213 : ../models/spf_lut_x4_autosample_res/ | Iter:222100, Sample:176800, GPixel:2.89e-03, dT:0.0029, rT:0.7883 +24-08-19 02:29:37.419 : ../models/spf_lut_x4_autosample_res/ | Iter:222200, Sample:177600, GPixel:2.77e-03, dT:0.0029, rT:0.7918 +24-08-19 02:31:02.435 : ../models/spf_lut_x4_autosample_res/ | Iter:222300, Sample:178400, GPixel:2.85e-03, dT:0.0029, rT:0.7894 +24-08-19 02:32:27.697 : ../models/spf_lut_x4_autosample_res/ | Iter:222400, Sample:179200, GPixel:2.59e-03, dT:0.0029, rT:0.7917 +24-08-19 02:33:52.770 : ../models/spf_lut_x4_autosample_res/ | Iter:222500, Sample:180000, GPixel:2.74e-03, dT:0.0029, rT:0.7899 +24-08-19 02:35:18.231 : ../models/spf_lut_x4_autosample_res/ | Iter:222600, Sample:180800, GPixel:2.69e-03, dT:0.0030, rT:0.7937 +24-08-19 02:36:43.821 : ../models/spf_lut_x4_autosample_res/ | Iter:222700, Sample:181600, GPixel:2.62e-03, dT:0.0030, rT:0.7952 +24-08-19 02:38:09.031 : ../models/spf_lut_x4_autosample_res/ | Iter:222800, Sample:182400, GPixel:2.64e-03, dT:0.0029, rT:0.7920 +24-08-19 02:39:34.125 : ../models/spf_lut_x4_autosample_res/ | Iter:222900, Sample:183200, GPixel:2.68e-03, dT:0.0030, rT:0.7901 +24-08-19 02:40:59.494 : ../models/spf_lut_x4_autosample_res/ | Iter:223000, Sample:184000, GPixel:2.66e-03, dT:0.0030, rT:0.7932 +24-08-19 02:42:24.494 : ../models/spf_lut_x4_autosample_res/ | Iter:223100, Sample:184800, GPixel:2.64e-03, dT:0.0029, rT:0.7890 +24-08-19 02:43:49.179 : ../models/spf_lut_x4_autosample_res/ | Iter:223200, Sample:185600, GPixel:2.74e-03, dT:0.0029, rT:0.7857 +24-08-19 02:45:13.831 : ../models/spf_lut_x4_autosample_res/ | Iter:223300, Sample:186400, GPixel:2.85e-03, dT:0.0028, rT:0.7855 +24-08-19 02:46:38.602 : 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PSNR: 31.056124 +24-08-19 02:55:19.248 : Iter 224000 | Dataset Set14 | AVG Val PSNR: 27.914672 +24-08-19 02:56:44.149 : ../models/spf_lut_x4_autosample_res/ | Iter:224100, Sample:192800, GPixel:3.03e-03, dT:0.0028, rT:0.7880 +24-08-19 02:58:08.884 : ../models/spf_lut_x4_autosample_res/ | Iter:224200, Sample:193600, GPixel:2.80e-03, dT:0.0028, rT:0.7863 +24-08-19 02:59:34.187 : ../models/spf_lut_x4_autosample_res/ | Iter:224300, Sample:194400, GPixel:2.74e-03, dT:0.0029, rT:0.7931 +24-08-19 03:00:58.721 : ../models/spf_lut_x4_autosample_res/ | Iter:224400, Sample:195200, GPixel:2.89e-03, dT:0.0029, rT:0.7841 +24-08-19 03:02:23.732 : ../models/spf_lut_x4_autosample_res/ | Iter:224500, Sample:196000, GPixel:2.79e-03, dT:0.0029, rT:0.7893 +24-08-19 03:03:49.419 : ../models/spf_lut_x4_autosample_res/ | Iter:224600, Sample:196800, GPixel:2.63e-03, dT:0.0030, rT:0.7968 +24-08-19 03:05:14.766 : ../models/spf_lut_x4_autosample_res/ | Iter:224700, Sample:197600, GPixel:2.81e-03, dT:0.0029, 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Sample:204000, GPixel:2.76e-03, dT:0.0030, rT:0.7954 +24-08-19 03:18:01.657 : ../models/spf_lut_x4_autosample_res/ | Iter:225600, Sample:204800, GPixel:2.67e-03, dT:0.0030, rT:0.7905 +24-08-19 03:19:27.095 : ../models/spf_lut_x4_autosample_res/ | Iter:225700, Sample:205600, GPixel:2.67e-03, dT:0.0029, rT:0.7937 +24-08-19 03:20:52.368 : ../models/spf_lut_x4_autosample_res/ | Iter:225800, Sample:206400, GPixel:2.73e-03, dT:0.0029, rT:0.7922 +24-08-19 03:22:17.524 : ../models/spf_lut_x4_autosample_res/ | Iter:225900, Sample:207200, GPixel:2.58e-03, dT:0.0030, rT:0.7905 +24-08-19 03:23:42.581 : ../models/spf_lut_x4_autosample_res/ | Iter:226000, Sample:208000, GPixel:2.54e-03, dT:0.0029, rT:0.7899 +24-08-19 03:23:42.888 : Checkpoint saved 226000 +24-08-19 03:23:45.029 : Iter 226000 | Dataset Set5 | AVG Val PSNR: 31.045994 +24-08-19 03:23:53.192 : Iter 226000 | Dataset Set14 | AVG Val PSNR: 27.917047 +24-08-19 03:25:18.518 : ../models/spf_lut_x4_autosample_res/ | Iter:226100, Sample:208800, 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Iter:231900, Sample:255200, GPixel:2.69e-03, dT:0.0029, rT:0.7877 +24-08-19 04:49:25.563 : ../models/spf_lut_x4_autosample_res/ | Iter:232000, Sample:256000, GPixel:2.83e-03, dT:0.0029, rT:0.7882 +24-08-19 04:49:25.866 : Checkpoint saved 232000 +24-08-19 04:49:27.976 : Iter 232000 | Dataset Set5 | AVG Val PSNR: 31.038628 +24-08-19 04:49:36.185 : Iter 232000 | Dataset Set14 | AVG Val PSNR: 27.899592 +24-08-19 04:51:01.286 : ../models/spf_lut_x4_autosample_res/ | Iter:232100, Sample:256800, GPixel:2.80e-03, dT:0.0029, rT:0.7901 +24-08-19 04:52:26.804 : ../models/spf_lut_x4_autosample_res/ | Iter:232200, Sample:257600, GPixel:2.67e-03, dT:0.0029, rT:0.7942 +24-08-19 04:53:51.730 : ../models/spf_lut_x4_autosample_res/ | Iter:232300, Sample:258400, GPixel:2.71e-03, dT:0.0028, rT:0.7888 +24-08-19 04:55:16.684 : ../models/spf_lut_x4_autosample_res/ | Iter:232400, Sample:259200, GPixel:2.61e-03, dT:0.0028, rT:0.7887 +24-08-19 04:56:41.580 : ../models/spf_lut_x4_autosample_res/ | Iter:232500, Sample:260000, GPixel:2.85e-03, dT:0.0028, rT:0.7880 +24-08-19 04:58:07.105 : ../models/spf_lut_x4_autosample_res/ | Iter:232600, Sample:260800, GPixel:2.76e-03, dT:0.0029, rT:0.7951 +24-08-19 04:59:31.920 : ../models/spf_lut_x4_autosample_res/ | Iter:232700, Sample:261600, GPixel:2.63e-03, dT:0.0028, rT:0.7876 +24-08-19 05:00:56.804 : ../models/spf_lut_x4_autosample_res/ | Iter:232800, Sample:262400, GPixel:2.74e-03, dT:0.0028, rT:0.7883 +24-08-19 05:02:22.451 : ../models/spf_lut_x4_autosample_res/ | Iter:232900, Sample:263200, GPixel:2.65e-03, dT:0.0030, rT:0.7951 +24-08-19 05:03:47.292 : ../models/spf_lut_x4_autosample_res/ | Iter:233000, Sample:264000, GPixel:2.80e-03, dT:0.0028, rT:0.7877 +24-08-19 05:05:12.558 : ../models/spf_lut_x4_autosample_res/ | Iter:233100, Sample:264800, GPixel:2.79e-03, dT:0.0031, rT:0.7921 +24-08-19 05:06:37.575 : ../models/spf_lut_x4_autosample_res/ | Iter:233200, Sample:265600, GPixel:2.59e-03, dT:0.0029, rT:0.7895 +24-08-19 05:08:02.648 : 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dT:0.0028, rT:0.7921 +24-08-19 05:17:58.436 : Checkpoint saved 234000 +24-08-19 05:18:00.513 : Iter 234000 | Dataset Set5 | AVG Val PSNR: 31.036274 +24-08-19 05:18:08.755 : Iter 234000 | Dataset Set14 | AVG Val PSNR: 27.931452 +24-08-19 05:19:33.908 : ../models/spf_lut_x4_autosample_res/ | Iter:234100, Sample:272800, GPixel:2.70e-03, dT:0.0028, rT:0.7908 +24-08-19 05:20:58.826 : ../models/spf_lut_x4_autosample_res/ | Iter:234200, Sample:273600, GPixel:2.57e-03, dT:0.0029, rT:0.7885 +24-08-19 05:22:23.816 : ../models/spf_lut_x4_autosample_res/ | Iter:234300, Sample:274400, GPixel:2.76e-03, dT:0.0029, rT:0.7887 +24-08-19 05:23:48.826 : ../models/spf_lut_x4_autosample_res/ | Iter:234400, Sample:275200, GPixel:2.80e-03, dT:0.0029, rT:0.7893 +24-08-19 05:25:14.043 : ../models/spf_lut_x4_autosample_res/ | Iter:234500, Sample:276000, GPixel:3.05e-03, dT:0.0028, rT:0.7915 +24-08-19 05:26:39.138 : ../models/spf_lut_x4_autosample_res/ | Iter:234600, Sample:276800, GPixel:2.77e-03, dT:0.0029, 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rT:0.7930 +24-08-19 06:18:07.082 : ../models/spf_lut_x4_autosample_res/ | Iter:238200, Sample:305600, GPixel:2.47e-03, dT:0.0030, rT:0.7943 +24-08-19 06:19:32.585 : ../models/spf_lut_x4_autosample_res/ | Iter:238300, Sample:306400, GPixel:2.60e-03, dT:0.0029, rT:0.7948 +24-08-19 06:20:57.893 : ../models/spf_lut_x4_autosample_res/ | Iter:238400, Sample:307200, GPixel:2.64e-03, dT:0.0029, rT:0.7921 +24-08-19 06:22:23.033 : ../models/spf_lut_x4_autosample_res/ | Iter:238500, Sample:308000, GPixel:2.68e-03, dT:0.0030, rT:0.7906 +24-08-19 06:23:48.385 : ../models/spf_lut_x4_autosample_res/ | Iter:238600, Sample:308800, GPixel:2.93e-03, dT:0.0030, rT:0.7928 +24-08-19 06:25:13.924 : ../models/spf_lut_x4_autosample_res/ | Iter:238700, Sample:309600, GPixel:2.77e-03, dT:0.0030, rT:0.7952 +24-08-19 06:26:39.090 : ../models/spf_lut_x4_autosample_res/ | Iter:238800, Sample:310400, GPixel:2.69e-03, dT:0.0030, rT:0.7910 +24-08-19 06:28:04.646 : ../models/spf_lut_x4_autosample_res/ | Iter:238900, Sample:311200, GPixel:2.63e-03, dT:0.0030, rT:0.7950 +24-08-19 06:29:29.970 : ../models/spf_lut_x4_autosample_res/ | Iter:239000, Sample:312000, GPixel:2.56e-03, dT:0.0029, rT:0.7922 +24-08-19 06:30:55.297 : ../models/spf_lut_x4_autosample_res/ | Iter:239100, Sample:312800, GPixel:2.90e-03, dT:0.0031, rT:0.7926 +24-08-19 06:32:20.465 : ../models/spf_lut_x4_autosample_res/ | Iter:239200, Sample:313600, GPixel:2.86e-03, dT:0.0029, rT:0.7911 +24-08-19 06:33:45.992 : ../models/spf_lut_x4_autosample_res/ | Iter:239300, Sample:314400, GPixel:2.77e-03, dT:0.0030, rT:0.7947 +24-08-19 06:35:11.403 : ../models/spf_lut_x4_autosample_res/ | Iter:239400, Sample:315200, GPixel:2.69e-03, dT:0.0030, rT:0.7932 +24-08-19 06:36:36.796 : ../models/spf_lut_x4_autosample_res/ | Iter:239500, Sample:316000, GPixel:2.55e-03, dT:0.0030, rT:0.7935 +24-08-19 06:38:02.226 : ../models/spf_lut_x4_autosample_res/ | Iter:239600, Sample:316800, GPixel:2.85e-03, dT:0.0029, rT:0.7940 +24-08-19 06:39:27.417 : ../models/spf_lut_x4_autosample_res/ | Iter:239700, Sample:317600, GPixel:2.42e-03, dT:0.0029, rT:0.7919 +24-08-19 06:40:53.052 : ../models/spf_lut_x4_autosample_res/ | Iter:239800, Sample:318400, GPixel:2.65e-03, dT:0.0031, rT:0.7960 +24-08-19 06:42:18.331 : ../models/spf_lut_x4_autosample_res/ | Iter:239900, Sample:319200, GPixel:2.71e-03, dT:0.0029, rT:0.7921 +24-08-19 06:43:43.575 : ../models/spf_lut_x4_autosample_res/ | Iter:240000, Sample:320000, GPixel:2.79e-03, dT:0.0030, rT:0.7917 +24-08-19 06:43:43.889 : Checkpoint saved 240000 +24-08-19 06:43:46.077 : Iter 240000 | Dataset Set5 | AVG Val PSNR: 31.083799 +24-08-19 06:43:54.221 : Iter 240000 | Dataset Set14 | AVG Val PSNR: 27.918122 +24-08-19 06:45:19.627 : ../models/spf_lut_x4_autosample_res/ | Iter:240100, Sample:320800, GPixel:2.97e-03, dT:0.0030, rT:0.7932 +24-08-19 06:46:45.081 : ../models/spf_lut_x4_autosample_res/ | Iter:240200, Sample:321600, GPixel:2.80e-03, dT:0.0029, rT:0.7944 +24-08-19 06:48:10.388 : ../models/spf_lut_x4_autosample_res/ | Iter:240300, Sample:322400, GPixel:2.68e-03, dT:0.0030, rT:0.7925 +24-08-19 06:49:36.012 : ../models/spf_lut_x4_autosample_res/ | Iter:240400, Sample:323200, GPixel:2.90e-03, dT:0.0029, rT:0.7958 +24-08-19 06:51:01.569 : ../models/spf_lut_x4_autosample_res/ | Iter:240500, Sample:324000, GPixel:2.73e-03, dT:0.0030, rT:0.7949 +24-08-19 06:52:26.963 : ../models/spf_lut_x4_autosample_res/ | Iter:240600, Sample:324800, GPixel:2.75e-03, dT:0.0030, rT:0.7929 +24-08-19 06:53:52.287 : ../models/spf_lut_x4_autosample_res/ | Iter:240700, Sample:325600, GPixel:2.84e-03, dT:0.0029, rT:0.7927 +24-08-19 06:55:17.717 : ../models/spf_lut_x4_autosample_res/ | Iter:240800, Sample:326400, GPixel:2.69e-03, dT:0.0029, rT:0.7935 +24-08-19 06:56:42.777 : ../models/spf_lut_x4_autosample_res/ | Iter:240900, Sample:327200, GPixel:2.79e-03, dT:0.0029, rT:0.7896 +24-08-19 06:58:08.076 : ../models/spf_lut_x4_autosample_res/ | Iter:241000, Sample:328000, GPixel:2.82e-03, dT:0.0029, rT:0.7925 +24-08-19 06:59:33.315 : ../models/spf_lut_x4_autosample_res/ | Iter:241100, Sample:328800, GPixel:2.63e-03, dT:0.0030, rT:0.7916 +24-08-19 07:00:58.335 : ../models/spf_lut_x4_autosample_res/ | Iter:241200, Sample:329600, GPixel:2.83e-03, dT:0.0029, rT:0.7896 +24-08-19 07:02:23.605 : ../models/spf_lut_x4_autosample_res/ | Iter:241300, Sample:330400, GPixel:2.54e-03, dT:0.0029, rT:0.7917 +24-08-19 07:03:48.375 : ../models/spf_lut_x4_autosample_res/ | Iter:241400, Sample:331200, GPixel:2.63e-03, dT:0.0028, rT:0.7867 +24-08-19 07:05:13.541 : ../models/spf_lut_x4_autosample_res/ | Iter:241500, Sample:332000, GPixel:2.93e-03, dT:0.0030, rT:0.7908 +24-08-19 07:06:38.794 : ../models/spf_lut_x4_autosample_res/ | Iter:241600, Sample:332800, GPixel:2.90e-03, dT:0.0029, rT:0.7920 +24-08-19 07:08:04.226 : ../models/spf_lut_x4_autosample_res/ | Iter:241700, Sample:333600, GPixel:2.88e-03, dT:0.0030, rT:0.7931 +24-08-19 07:09:29.710 : ../models/spf_lut_x4_autosample_res/ | Iter:241800, Sample:334400, GPixel:2.70e-03, dT:0.0030, rT:0.7945 +24-08-19 07:10:55.067 : ../models/spf_lut_x4_autosample_res/ | Iter:241900, Sample:335200, GPixel:2.39e-03, dT:0.0029, rT:0.7926 +24-08-19 07:12:20.413 : ../models/spf_lut_x4_autosample_res/ | Iter:242000, Sample:336000, GPixel:2.71e-03, dT:0.0030, rT:0.7931 +24-08-19 07:12:20.718 : Checkpoint saved 242000 +24-08-19 07:12:22.868 : Iter 242000 | Dataset Set5 | AVG Val PSNR: 31.073998 +24-08-19 07:12:30.978 : Iter 242000 | Dataset Set14 | AVG Val PSNR: 27.936109 +24-08-19 07:13:56.514 : ../models/spf_lut_x4_autosample_res/ | Iter:242100, Sample:336800, GPixel:2.75e-03, dT:0.0030, rT:0.7947 +24-08-19 07:15:21.732 : ../models/spf_lut_x4_autosample_res/ | Iter:242200, Sample:337600, GPixel:2.87e-03, dT:0.0030, rT:0.7913 +24-08-19 07:16:46.988 : ../models/spf_lut_x4_autosample_res/ | Iter:242300, Sample:338400, GPixel:2.60e-03, dT:0.0030, rT:0.7919 +24-08-19 07:18:12.379 : ../models/spf_lut_x4_autosample_res/ | Iter:242400, Sample:339200, GPixel:2.62e-03, dT:0.0030, rT:0.7933 +24-08-19 07:19:37.868 : ../models/spf_lut_x4_autosample_res/ | Iter:242500, Sample:340000, GPixel:2.46e-03, dT:0.0030, rT:0.7946 +24-08-19 07:21:03.078 : ../models/spf_lut_x4_autosample_res/ | Iter:242600, Sample:340800, GPixel:2.81e-03, dT:0.0031, rT:0.7912 +24-08-19 07:22:28.498 : ../models/spf_lut_x4_autosample_res/ | Iter:242700, Sample:341600, GPixel:2.78e-03, dT:0.0030, rT:0.7937 +24-08-19 07:23:53.815 : ../models/spf_lut_x4_autosample_res/ | Iter:242800, Sample:342400, GPixel:2.55e-03, dT:0.0029, rT:0.7928 +24-08-19 07:25:18.993 : ../models/spf_lut_x4_autosample_res/ | Iter:242900, Sample:343200, GPixel:3.05e-03, dT:0.0030, rT:0.7909 +24-08-19 07:26:44.314 : ../models/spf_lut_x4_autosample_res/ | Iter:243000, Sample:344000, GPixel:2.81e-03, dT:0.0030, rT:0.7923 +24-08-19 07:28:09.763 : ../models/spf_lut_x4_autosample_res/ | Iter:243100, Sample:344800, GPixel:2.64e-03, dT:0.0029, rT:0.7936 +24-08-19 07:29:35.160 : ../models/spf_lut_x4_autosample_res/ | Iter:243200, Sample:345600, GPixel:2.90e-03, dT:0.0029, rT:0.7933 +24-08-19 07:31:00.382 : ../models/spf_lut_x4_autosample_res/ | Iter:243300, Sample:346400, GPixel:2.85e-03, dT:0.0029, rT:0.7919 +24-08-19 07:32:25.636 : ../models/spf_lut_x4_autosample_res/ | Iter:243400, Sample:347200, GPixel:2.79e-03, dT:0.0030, rT:0.7914 +24-08-19 07:33:50.653 : ../models/spf_lut_x4_autosample_res/ | Iter:243500, Sample:348000, GPixel:2.77e-03, dT:0.0029, rT:0.7893 +24-08-19 07:35:16.121 : ../models/spf_lut_x4_autosample_res/ | Iter:243600, Sample:348800, GPixel:2.96e-03, dT:0.0029, rT:0.7943 +24-08-19 07:36:41.390 : ../models/spf_lut_x4_autosample_res/ | Iter:243700, Sample:349600, GPixel:2.75e-03, dT:0.0030, rT:0.7915 +24-08-19 07:38:06.536 : ../models/spf_lut_x4_autosample_res/ | Iter:243800, Sample:350400, GPixel:2.56e-03, dT:0.0029, rT:0.7906 +24-08-19 07:39:31.846 : ../models/spf_lut_x4_autosample_res/ | Iter:243900, Sample:351200, GPixel:2.83e-03, dT:0.0029, rT:0.7922 +24-08-19 07:40:57.189 : ../models/spf_lut_x4_autosample_res/ | Iter:244000, Sample:352000, GPixel:2.74e-03, dT:0.0029, rT:0.7925 +24-08-19 07:40:57.485 : Checkpoint saved 244000 +24-08-19 07:40:59.574 : Iter 244000 | Dataset Set5 | AVG Val PSNR: 30.872200 +24-08-19 07:41:07.669 : Iter 244000 | Dataset Set14 | AVG Val PSNR: 27.829868 +24-08-19 07:42:33.145 : ../models/spf_lut_x4_autosample_res/ | Iter:244100, Sample:352800, GPixel:2.82e-03, dT:0.0029, rT:0.7944 +24-08-19 07:43:58.166 : ../models/spf_lut_x4_autosample_res/ | Iter:244200, Sample:353600, GPixel:2.45e-03, dT:0.0030, rT:0.7894 +24-08-19 07:45:24.328 : ../models/spf_lut_x4_autosample_res/ | Iter:244300, Sample:354400, GPixel:2.68e-03, dT:0.0031, rT:0.8020 +24-08-19 07:46:50.731 : ../models/spf_lut_x4_autosample_res/ | Iter:244400, Sample:355200, GPixel:2.55e-03, dT:0.0030, rT:0.8040 +24-08-19 07:48:17.455 : ../models/spf_lut_x4_autosample_res/ | Iter:244500, Sample:356000, GPixel:3.00e-03, dT:0.0030, rT:0.8075 +24-08-19 07:49:44.732 : ../models/spf_lut_x4_autosample_res/ | Iter:244600, Sample:356800, GPixel:2.46e-03, dT:0.0032, rT:0.8151 +24-08-19 07:51:12.064 : ../models/spf_lut_x4_autosample_res/ | Iter:244700, Sample:357600, GPixel:3.08e-03, dT:0.0031, rT:0.8147 +24-08-19 07:52:38.616 : ../models/spf_lut_x4_autosample_res/ | Iter:244800, Sample:358400, GPixel:2.64e-03, dT:0.0031, rT:0.8061 +24-08-19 07:54:05.657 : ../models/spf_lut_x4_autosample_res/ | Iter:244900, Sample:359200, GPixel:2.75e-03, dT:0.0030, rT:0.8117 +24-08-19 07:55:32.765 : ../models/spf_lut_x4_autosample_res/ | Iter:245000, Sample:360000, GPixel:2.54e-03, dT:0.0031, rT:0.8124 +24-08-19 07:56:59.631 : ../models/spf_lut_x4_autosample_res/ | Iter:245100, Sample:360800, GPixel:2.80e-03, dT:0.0030, rT:0.8086 +24-08-19 07:58:26.753 : ../models/spf_lut_x4_autosample_res/ | Iter:245200, Sample:361600, GPixel:2.59e-03, dT:0.0031, rT:0.8114 +24-08-19 07:59:53.518 : ../models/spf_lut_x4_autosample_res/ | Iter:245300, Sample:362400, GPixel:2.55e-03, dT:0.0031, rT:0.8079 +24-08-19 08:01:20.328 : ../models/spf_lut_x4_autosample_res/ | Iter:245400, Sample:363200, GPixel:2.80e-03, dT:0.0031, rT:0.8082 +24-08-19 08:02:47.719 : ../models/spf_lut_x4_autosample_res/ | Iter:245500, Sample:364000, GPixel:2.32e-03, dT:0.0033, rT:0.8150 +24-08-19 08:04:14.667 : ../models/spf_lut_x4_autosample_res/ | Iter:245600, Sample:364800, GPixel:2.57e-03, dT:0.0031, rT:0.8102 +24-08-19 08:05:41.981 : ../models/spf_lut_x4_autosample_res/ | Iter:245700, Sample:365600, GPixel:2.94e-03, dT:0.0033, rT:0.8149 +24-08-19 08:07:09.386 : ../models/spf_lut_x4_autosample_res/ | Iter:245800, Sample:366400, GPixel:2.74e-03, dT:0.0032, rT:0.8150 +24-08-19 08:08:36.435 : ../models/spf_lut_x4_autosample_res/ | Iter:245900, Sample:367200, GPixel:2.73e-03, dT:0.0031, rT:0.8113 +24-08-19 08:10:03.782 : ../models/spf_lut_x4_autosample_res/ | Iter:246000, Sample:368000, GPixel:2.56e-03, dT:0.0031, rT:0.8149 +24-08-19 08:10:04.084 : Checkpoint saved 246000 +24-08-19 08:10:06.316 : Iter 246000 | Dataset Set5 | AVG Val PSNR: 31.095071 +24-08-19 08:10:14.743 : Iter 246000 | Dataset Set14 | AVG Val PSNR: 27.946624 +24-08-19 08:11:41.661 : ../models/spf_lut_x4_autosample_res/ | Iter:246100, Sample:368800, GPixel:2.88e-03, dT:0.0032, rT:0.8097 +24-08-19 08:13:08.933 : ../models/spf_lut_x4_autosample_res/ | Iter:246200, Sample:369600, GPixel:2.57e-03, dT:0.0032, rT:0.8130 +24-08-19 08:14:35.893 : ../models/spf_lut_x4_autosample_res/ | Iter:246300, Sample:370400, GPixel:2.98e-03, dT:0.0032, rT:0.8114 +24-08-19 08:16:03.390 : ../models/spf_lut_x4_autosample_res/ | Iter:246400, Sample:371200, GPixel:2.65e-03, dT:0.0033, rT:0.8165 +24-08-19 08:17:30.450 : ../models/spf_lut_x4_autosample_res/ | Iter:246500, Sample:372000, GPixel:2.70e-03, dT:0.0031, rT:0.8118 +24-08-19 08:18:57.581 : ../models/spf_lut_x4_autosample_res/ | Iter:246600, Sample:372800, GPixel:2.76e-03, dT:0.0031, rT:0.8116 +24-08-19 08:20:24.848 : ../models/spf_lut_x4_autosample_res/ | Iter:246700, Sample:373600, GPixel:2.65e-03, dT:0.0031, rT:0.8140 +24-08-19 08:21:51.958 : ../models/spf_lut_x4_autosample_res/ | Iter:246800, Sample:374400, GPixel:2.38e-03, dT:0.0031, rT:0.8127 +24-08-19 08:23:18.908 : ../models/spf_lut_x4_autosample_res/ | Iter:246900, Sample:375200, GPixel:2.97e-03, dT:0.0031, rT:0.8104 +24-08-19 08:24:45.638 : ../models/spf_lut_x4_autosample_res/ | Iter:247000, Sample:376000, GPixel:2.53e-03, dT:0.0030, rT:0.8084 +24-08-19 08:26:12.558 : ../models/spf_lut_x4_autosample_res/ | Iter:247100, Sample:376800, GPixel:2.58e-03, dT:0.0030, rT:0.8107 +24-08-19 08:27:39.553 : ../models/spf_lut_x4_autosample_res/ | Iter:247200, Sample:377600, GPixel:2.40e-03, dT:0.0031, rT:0.8112 +24-08-19 08:29:07.050 : ../models/spf_lut_x4_autosample_res/ | Iter:247300, Sample:378400, GPixel:2.44e-03, dT:0.0033, rT:0.8170 +24-08-19 08:30:33.743 : ../models/spf_lut_x4_autosample_res/ | Iter:247400, Sample:379200, GPixel:2.41e-03, dT:0.0031, rT:0.8080 +24-08-19 08:31:59.304 : ../models/spf_lut_x4_autosample_res/ | Iter:247500, Sample:380000, GPixel:2.74e-03, dT:0.0030, rT:0.7951 +24-08-19 08:33:24.884 : ../models/spf_lut_x4_autosample_res/ | Iter:247600, Sample:380800, GPixel:2.77e-03, dT:0.0031, rT:0.7950 +24-08-19 08:34:50.546 : ../models/spf_lut_x4_autosample_res/ | Iter:247700, Sample:381600, GPixel:2.78e-03, dT:0.0031, rT:0.7958 +24-08-19 08:36:16.226 : ../models/spf_lut_x4_autosample_res/ | Iter:247800, Sample:382400, GPixel:2.82e-03, dT:0.0031, rT:0.7960 +24-08-19 08:37:41.630 : ../models/spf_lut_x4_autosample_res/ | Iter:247900, Sample:383200, GPixel:2.63e-03, dT:0.0030, rT:0.7936 +24-08-19 08:39:07.049 : ../models/spf_lut_x4_autosample_res/ | Iter:248000, Sample:384000, GPixel:2.89e-03, dT:0.0030, rT:0.7932 +24-08-19 08:39:07.347 : Checkpoint saved 248000 +24-08-19 08:39:09.477 : Iter 248000 | Dataset Set5 | AVG Val PSNR: 31.037258 +24-08-19 08:39:17.706 : Iter 248000 | Dataset Set14 | AVG Val PSNR: 27.923679 +24-08-19 08:40:43.119 : ../models/spf_lut_x4_autosample_res/ | Iter:248100, Sample:384800, GPixel:2.75e-03, dT:0.0030, rT:0.7930 +24-08-19 08:42:08.267 : ../models/spf_lut_x4_autosample_res/ | Iter:248200, Sample:385600, GPixel:2.58e-03, dT:0.0030, rT:0.7902 +24-08-19 08:43:33.967 : ../models/spf_lut_x4_autosample_res/ | Iter:248300, Sample:386400, GPixel:2.76e-03, dT:0.0029, rT:0.7967 +24-08-19 08:44:59.478 : ../models/spf_lut_x4_autosample_res/ | Iter:248400, Sample:387200, GPixel:2.88e-03, dT:0.0029, rT:0.7943 +24-08-19 08:46:25.060 : ../models/spf_lut_x4_autosample_res/ | Iter:248500, Sample:388000, GPixel:2.81e-03, dT:0.0029, rT:0.7949 +24-08-19 08:47:50.250 : ../models/spf_lut_x4_autosample_res/ | Iter:248600, Sample:388800, GPixel:2.62e-03, dT:0.0029, rT:0.7916 +24-08-19 08:49:15.972 : ../models/spf_lut_x4_autosample_res/ | Iter:248700, Sample:389600, GPixel:2.62e-03, dT:0.0029, rT:0.7965 +24-08-19 08:50:41.757 : ../models/spf_lut_x4_autosample_res/ | Iter:248800, Sample:390400, GPixel:2.77e-03, dT:0.0030, rT:0.7968 +24-08-19 08:52:07.181 : ../models/spf_lut_x4_autosample_res/ | Iter:248900, Sample:391200, GPixel:2.64e-03, dT:0.0030, rT:0.7934 +24-08-19 08:53:32.548 : ../models/spf_lut_x4_autosample_res/ | Iter:249000, Sample:392000, GPixel:2.71e-03, dT:0.0029, rT:0.7927 +24-08-19 08:54:58.070 : ../models/spf_lut_x4_autosample_res/ | Iter:249100, Sample:392800, GPixel:2.68e-03, dT:0.0029, rT:0.7944 +24-08-19 08:56:23.804 : ../models/spf_lut_x4_autosample_res/ | Iter:249200, Sample:393600, GPixel:2.58e-03, dT:0.0030, rT:0.7964 +24-08-19 08:57:49.571 : ../models/spf_lut_x4_autosample_res/ | Iter:249300, Sample:394400, GPixel:2.61e-03, dT:0.0030, rT:0.7970 +24-08-19 08:59:14.928 : ../models/spf_lut_x4_autosample_res/ | Iter:249400, Sample:395200, GPixel:2.54e-03, dT:0.0029, rT:0.7930 +24-08-19 09:00:40.390 : ../models/spf_lut_x4_autosample_res/ | Iter:249500, Sample:396000, GPixel:2.51e-03, dT:0.0030, rT:0.7937 +24-08-19 09:02:05.783 : 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Iter:251700, Sample:413600, GPixel:2.84e-03, dT:0.0029, rT:0.7947 +24-08-19 09:33:37.614 : ../models/spf_lut_x4_autosample_res/ | Iter:251800, Sample:414400, GPixel:2.71e-03, dT:0.0030, rT:0.7942 +24-08-19 09:35:02.891 : ../models/spf_lut_x4_autosample_res/ | Iter:251900, Sample:415200, GPixel:2.64e-03, dT:0.0030, rT:0.7922 +24-08-19 09:36:28.493 : ../models/spf_lut_x4_autosample_res/ | Iter:252000, Sample:416000, GPixel:2.66e-03, dT:0.0030, rT:0.7960 +24-08-19 09:36:28.788 : Checkpoint saved 252000 +24-08-19 09:36:30.948 : Iter 252000 | Dataset Set5 | AVG Val PSNR: 31.071363 +24-08-19 09:36:39.120 : Iter 252000 | Dataset Set14 | AVG Val PSNR: 27.921746 +24-08-19 09:38:04.677 : ../models/spf_lut_x4_autosample_res/ | Iter:252100, Sample:416800, GPixel:2.65e-03, dT:0.0030, rT:0.7951 +24-08-19 09:39:30.019 : ../models/spf_lut_x4_autosample_res/ | Iter:252200, Sample:417600, GPixel:2.59e-03, dT:0.0029, rT:0.7926 +24-08-19 09:40:55.453 : ../models/spf_lut_x4_autosample_res/ | Iter:252300, Sample:418400, GPixel:2.65e-03, dT:0.0029, rT:0.7935 +24-08-19 09:42:20.713 : ../models/spf_lut_x4_autosample_res/ | Iter:252400, Sample:419200, GPixel:2.84e-03, dT:0.0029, rT:0.7925 +24-08-19 09:43:46.298 : ../models/spf_lut_x4_autosample_res/ | Iter:252500, Sample:420000, GPixel:2.77e-03, dT:0.0029, rT:0.7949 +24-08-19 09:45:11.714 : ../models/spf_lut_x4_autosample_res/ | Iter:252600, Sample:420800, GPixel:2.69e-03, dT:0.0029, rT:0.7934 +24-08-19 09:46:37.338 : ../models/spf_lut_x4_autosample_res/ | Iter:252700, Sample:421600, GPixel:2.68e-03, dT:0.0029, rT:0.7952 +24-08-19 09:48:03.000 : ../models/spf_lut_x4_autosample_res/ | Iter:252800, Sample:422400, GPixel:2.52e-03, dT:0.0030, rT:0.7955 +24-08-19 09:49:28.416 : ../models/spf_lut_x4_autosample_res/ | Iter:252900, Sample:423200, GPixel:2.59e-03, dT:0.0030, rT:0.7931 +24-08-19 09:50:53.954 : ../models/spf_lut_x4_autosample_res/ | Iter:253000, Sample:424000, GPixel:2.71e-03, dT:0.0029, rT:0.7945 +24-08-19 09:52:19.819 : 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dT:0.0030, rT:0.7970 +24-08-19 10:03:43.220 : ../models/spf_lut_x4_autosample_res/ | Iter:253900, Sample:431200, GPixel:2.95e-03, dT:0.0029, rT:0.7921 +24-08-19 10:05:08.690 : ../models/spf_lut_x4_autosample_res/ | Iter:254000, Sample:432000, GPixel:2.86e-03, dT:0.0030, rT:0.7947 +24-08-19 10:05:08.986 : Checkpoint saved 254000 +24-08-19 10:05:11.202 : Iter 254000 | Dataset Set5 | AVG Val PSNR: 31.040594 +24-08-19 10:05:19.457 : Iter 254000 | Dataset Set14 | AVG Val PSNR: 27.889027 +24-08-19 10:06:44.890 : ../models/spf_lut_x4_autosample_res/ | Iter:254100, Sample:432800, GPixel:2.93e-03, dT:0.0030, rT:0.7934 +24-08-19 10:08:10.581 : ../models/spf_lut_x4_autosample_res/ | Iter:254200, Sample:433600, GPixel:2.93e-03, dT:0.0029, rT:0.7965 +24-08-19 10:09:36.344 : ../models/spf_lut_x4_autosample_res/ | Iter:254300, Sample:434400, GPixel:2.89e-03, dT:0.0030, rT:0.7967 +24-08-19 10:11:01.824 : ../models/spf_lut_x4_autosample_res/ | Iter:254400, Sample:435200, GPixel:2.54e-03, dT:0.0029, 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Sample:441600, GPixel:2.73e-03, dT:0.0030, rT:0.7858 +24-08-19 10:23:49.767 : ../models/spf_lut_x4_autosample_res/ | Iter:255300, Sample:442400, GPixel:2.59e-03, dT:0.0029, rT:0.7867 +24-08-19 10:25:14.690 : ../models/spf_lut_x4_autosample_res/ | Iter:255400, Sample:443200, GPixel:2.50e-03, dT:0.0030, rT:0.7881 +24-08-19 10:26:39.633 : ../models/spf_lut_x4_autosample_res/ | Iter:255500, Sample:444000, GPixel:2.69e-03, dT:0.0030, rT:0.7891 +24-08-19 10:28:04.593 : ../models/spf_lut_x4_autosample_res/ | Iter:255600, Sample:444800, GPixel:2.61e-03, dT:0.0029, rT:0.7888 +24-08-19 10:29:29.290 : ../models/spf_lut_x4_autosample_res/ | Iter:255700, Sample:445600, GPixel:3.34e-03, dT:0.0029, rT:0.7859 +24-08-19 10:30:54.295 : ../models/spf_lut_x4_autosample_res/ | Iter:255800, Sample:446400, GPixel:2.78e-03, dT:0.0029, rT:0.7890 +24-08-19 10:32:19.212 : ../models/spf_lut_x4_autosample_res/ | Iter:255900, Sample:447200, GPixel:2.76e-03, dT:0.0029, rT:0.7881 +24-08-19 10:33:44.116 : ../models/spf_lut_x4_autosample_res/ | Iter:256000, Sample:448000, GPixel:2.66e-03, dT:0.0030, rT:0.7881 +24-08-19 10:33:44.407 : Checkpoint saved 256000 +24-08-19 10:33:46.537 : Iter 256000 | Dataset Set5 | AVG Val PSNR: 31.070136 +24-08-19 10:33:54.737 : Iter 256000 | Dataset Set14 | AVG Val PSNR: 27.911126 +24-08-19 10:35:19.518 : ../models/spf_lut_x4_autosample_res/ | Iter:256100, Sample:448800, GPixel:2.81e-03, dT:0.0030, rT:0.7868 +24-08-19 10:36:44.156 : ../models/spf_lut_x4_autosample_res/ | Iter:256200, Sample:449600, GPixel:2.74e-03, dT:0.0029, rT:0.7863 +24-08-19 10:38:09.162 : ../models/spf_lut_x4_autosample_res/ | Iter:256300, Sample:450400, GPixel:2.89e-03, dT:0.0030, rT:0.7892 +24-08-19 10:39:34.001 : ../models/spf_lut_x4_autosample_res/ | Iter:256400, Sample:451200, GPixel:2.66e-03, dT:0.0030, rT:0.7871 +24-08-19 10:40:59.095 : ../models/spf_lut_x4_autosample_res/ | Iter:256500, Sample:452000, GPixel:2.68e-03, dT:0.0029, rT:0.7902 +24-08-19 10:42:24.286 : 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dT:0.0029, rT:0.7875 +24-08-19 10:53:43.391 : ../models/spf_lut_x4_autosample_res/ | Iter:257400, Sample:459200, GPixel:3.01e-03, dT:0.0030, rT:0.7894 +24-08-19 10:55:08.444 : ../models/spf_lut_x4_autosample_res/ | Iter:257500, Sample:460000, GPixel:2.67e-03, dT:0.0030, rT:0.7895 +24-08-19 10:56:33.515 : ../models/spf_lut_x4_autosample_res/ | Iter:257600, Sample:460800, GPixel:2.78e-03, dT:0.0029, rT:0.7898 +24-08-19 10:57:58.262 : ../models/spf_lut_x4_autosample_res/ | Iter:257700, Sample:461600, GPixel:2.74e-03, dT:0.0030, rT:0.7867 +24-08-19 10:59:22.854 : ../models/spf_lut_x4_autosample_res/ | Iter:257800, Sample:462400, GPixel:2.65e-03, dT:0.0029, rT:0.7855 +24-08-19 11:00:47.159 : ../models/spf_lut_x4_autosample_res/ | Iter:257900, Sample:463200, GPixel:2.67e-03, dT:0.0028, rT:0.7830 +24-08-19 11:02:11.856 : ../models/spf_lut_x4_autosample_res/ | Iter:258000, Sample:464000, GPixel:2.68e-03, dT:0.0029, rT:0.7855 +24-08-19 11:02:12.258 : Checkpoint saved 258000 +24-08-19 11:02:14.392 : Iter 258000 | Dataset Set5 | AVG Val PSNR: 31.063871 +24-08-19 11:02:22.306 : Iter 258000 | Dataset Set14 | AVG Val PSNR: 27.928449 +24-08-19 11:03:46.617 : ../models/spf_lut_x4_autosample_res/ | Iter:258100, Sample:464800, GPixel:2.67e-03, dT:0.0029, rT:0.7824 +24-08-19 11:05:10.945 : ../models/spf_lut_x4_autosample_res/ | Iter:258200, Sample:465600, GPixel:2.89e-03, dT:0.0029, rT:0.7821 +24-08-19 11:06:35.837 : ../models/spf_lut_x4_autosample_res/ | Iter:258300, Sample:466400, GPixel:2.88e-03, dT:0.0028, rT:0.7877 +24-08-19 11:08:00.639 : ../models/spf_lut_x4_autosample_res/ | Iter:258400, Sample:467200, GPixel:2.71e-03, dT:0.0029, rT:0.7869 +24-08-19 11:09:25.448 : ../models/spf_lut_x4_autosample_res/ | Iter:258500, Sample:468000, GPixel:2.71e-03, dT:0.0029, rT:0.7884 +24-08-19 11:10:49.739 : ../models/spf_lut_x4_autosample_res/ | Iter:258600, Sample:468800, GPixel:2.63e-03, dT:0.0028, rT:0.7823 +24-08-19 11:12:14.289 : ../models/spf_lut_x4_autosample_res/ | Iter:258700, Sample:469600, GPixel:2.80e-03, dT:0.0028, rT:0.7843 +24-08-19 11:13:39.084 : ../models/spf_lut_x4_autosample_res/ | Iter:258800, Sample:470400, GPixel:2.76e-03, dT:0.0028, rT:0.7880 +24-08-19 11:15:03.339 : ../models/spf_lut_x4_autosample_res/ | Iter:258900, Sample:471200, GPixel:2.78e-03, dT:0.0028, rT:0.7820 +24-08-19 11:16:28.081 : ../models/spf_lut_x4_autosample_res/ | Iter:259000, Sample:472000, GPixel:2.72e-03, dT:0.0029, rT:0.7865 +24-08-19 11:17:52.360 : ../models/spf_lut_x4_autosample_res/ | Iter:259100, Sample:472800, GPixel:2.75e-03, dT:0.0028, rT:0.7825 +24-08-19 11:19:16.909 : ../models/spf_lut_x4_autosample_res/ | Iter:259200, Sample:473600, GPixel:2.58e-03, dT:0.0028, rT:0.7843 +24-08-19 11:20:41.658 : ../models/spf_lut_x4_autosample_res/ | Iter:259300, Sample:474400, GPixel:2.54e-03, dT:0.0029, rT:0.7866 +24-08-19 11:22:06.417 : ../models/spf_lut_x4_autosample_res/ | Iter:259400, Sample:475200, GPixel:2.79e-03, dT:0.0028, rT:0.7877 +24-08-19 11:23:30.703 : 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Iter:261600, Sample:492800, GPixel:2.70e-03, dT:0.0042, rT:0.8742 +24-08-19 11:55:10.101 : ../models/spf_lut_x4_autosample_res/ | Iter:261700, Sample:493600, GPixel:2.83e-03, dT:0.0044, rT:0.8730 +24-08-19 11:56:37.545 : ../models/spf_lut_x4_autosample_res/ | Iter:261800, Sample:494400, GPixel:2.57e-03, dT:0.0030, rT:0.8233 +24-08-19 11:58:05.121 : ../models/spf_lut_x4_autosample_res/ | Iter:261900, Sample:495200, GPixel:2.97e-03, dT:0.0031, rT:0.8249 +24-08-19 11:59:38.317 : ../models/spf_lut_x4_autosample_res/ | Iter:262000, Sample:496000, GPixel:2.48e-03, dT:0.0039, rT:0.8957 +24-08-19 11:59:38.793 : Checkpoint saved 262000 +24-08-19 11:59:41.583 : Iter 262000 | Dataset Set5 | AVG Val PSNR: 31.047002 +24-08-19 11:59:50.434 : Iter 262000 | Dataset Set14 | AVG Val PSNR: 27.892223 +24-08-19 12:01:14.760 : ../models/spf_lut_x4_autosample_res/ | Iter:262100, Sample:496800, GPixel:2.49e-03, dT:0.0028, rT:0.7865 +24-08-19 12:02:38.128 : ../models/spf_lut_x4_autosample_res/ | Iter:262200, 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dT:0.0024, rT:0.7619 +24-08-19 12:25:07.905 : ../models/spf_lut_x4_autosample_res/ | Iter:263800, Sample:510400, GPixel:2.68e-03, dT:0.0025, rT:0.7677 +24-08-19 12:26:30.740 : ../models/spf_lut_x4_autosample_res/ | Iter:263900, Sample:511200, GPixel:2.79e-03, dT:0.0025, rT:0.7674 +24-08-19 12:27:53.166 : ../models/spf_lut_x4_autosample_res/ | Iter:264000, Sample:512000, GPixel:2.55e-03, dT:0.0025, rT:0.7620 +24-08-19 12:27:53.480 : Checkpoint saved 264000 +24-08-19 12:27:55.518 : Iter 264000 | Dataset Set5 | AVG Val PSNR: 31.094546 +24-08-19 12:28:03.469 : Iter 264000 | Dataset Set14 | AVG Val PSNR: 27.916048 +24-08-19 12:29:27.203 : ../models/spf_lut_x4_autosample_res/ | Iter:264100, Sample:512800, GPixel:2.66e-03, dT:0.0026, rT:0.7815 +24-08-19 12:30:50.526 : ../models/spf_lut_x4_autosample_res/ | Iter:264200, Sample:513600, GPixel:2.83e-03, dT:0.0025, rT:0.7733 +24-08-19 12:32:13.861 : ../models/spf_lut_x4_autosample_res/ | Iter:264300, Sample:514400, GPixel:2.66e-03, dT:0.0025, 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Iter:268000, Sample:544000, GPixel:2.70e-03, dT:0.0025, rT:0.7785 +24-08-19 13:23:40.511 : Checkpoint saved 268000 +24-08-19 13:23:42.566 : Iter 268000 | Dataset Set5 | AVG Val PSNR: 31.053455 +24-08-19 13:23:50.422 : Iter 268000 | Dataset Set14 | AVG Val PSNR: 27.918010 +24-08-19 13:25:13.401 : ../models/spf_lut_x4_autosample_res/ | Iter:268100, Sample:544800, GPixel:2.78e-03, dT:0.0026, rT:0.7682 +24-08-19 13:26:36.400 : ../models/spf_lut_x4_autosample_res/ | Iter:268200, Sample:545600, GPixel:2.72e-03, dT:0.0025, rT:0.7695 +24-08-19 13:27:59.055 : ../models/spf_lut_x4_autosample_res/ | Iter:268300, Sample:546400, GPixel:2.57e-03, dT:0.0024, rT:0.7646 +24-08-19 13:29:21.661 : ../models/spf_lut_x4_autosample_res/ | Iter:268400, Sample:547200, GPixel:2.94e-03, dT:0.0025, rT:0.7642 +24-08-19 13:30:45.118 : ../models/spf_lut_x4_autosample_res/ | Iter:268500, Sample:548000, GPixel:3.01e-03, dT:0.0026, rT:0.7776 +24-08-19 13:32:08.881 : ../models/spf_lut_x4_autosample_res/ | Iter:268600, Sample:548800, GPixel:2.73e-03, dT:0.0025, rT:0.7816 +24-08-19 13:33:32.299 : ../models/spf_lut_x4_autosample_res/ | Iter:268700, Sample:549600, GPixel:2.74e-03, dT:0.0026, rT:0.7757 +24-08-19 13:34:55.403 : ../models/spf_lut_x4_autosample_res/ | Iter:268800, Sample:550400, GPixel:2.95e-03, dT:0.0025, rT:0.7718 +24-08-19 13:36:18.549 : ../models/spf_lut_x4_autosample_res/ | Iter:268900, Sample:551200, GPixel:2.51e-03, dT:0.0025, rT:0.7722 +24-08-19 13:37:41.161 : ../models/spf_lut_x4_autosample_res/ | Iter:269000, Sample:552000, GPixel:2.58e-03, dT:0.0024, rT:0.7637 +24-08-19 13:39:03.561 : ../models/spf_lut_x4_autosample_res/ | Iter:269100, Sample:552800, GPixel:2.78e-03, dT:0.0024, rT:0.7616 +24-08-19 13:40:26.255 : ../models/spf_lut_x4_autosample_res/ | Iter:269200, Sample:553600, GPixel:2.79e-03, dT:0.0025, rT:0.7669 +24-08-19 13:41:49.056 : ../models/spf_lut_x4_autosample_res/ | Iter:269300, Sample:554400, GPixel:2.57e-03, dT:0.0025, rT:0.7677 +24-08-19 13:43:11.773 : ../models/spf_lut_x4_autosample_res/ | Iter:269400, Sample:555200, GPixel:2.77e-03, dT:0.0025, rT:0.7661 +24-08-19 13:44:34.549 : ../models/spf_lut_x4_autosample_res/ | Iter:269500, Sample:556000, GPixel:3.00e-03, dT:0.0025, rT:0.7655 +24-08-19 13:45:57.313 : ../models/spf_lut_x4_autosample_res/ | Iter:269600, Sample:556800, GPixel:2.61e-03, dT:0.0025, rT:0.7670 +24-08-19 13:47:19.901 : ../models/spf_lut_x4_autosample_res/ | Iter:269700, Sample:557600, GPixel:2.61e-03, dT:0.0025, rT:0.7642 +24-08-19 13:48:42.663 : ../models/spf_lut_x4_autosample_res/ | Iter:269800, Sample:558400, GPixel:2.52e-03, dT:0.0025, rT:0.7663 +24-08-19 13:50:05.740 : ../models/spf_lut_x4_autosample_res/ | Iter:269900, Sample:559200, GPixel:2.71e-03, dT:0.0025, rT:0.7716 +24-08-19 13:51:28.997 : ../models/spf_lut_x4_autosample_res/ | Iter:270000, Sample:560000, GPixel:2.68e-03, dT:0.0026, rT:0.7739 +24-08-19 13:51:29.291 : Checkpoint saved 270000 +24-08-19 13:51:31.475 : Iter 270000 | Dataset Set5 | AVG Val PSNR: 31.070440 +24-08-19 13:51:39.677 : Iter 270000 | Dataset Set14 | AVG Val PSNR: 27.938236 +24-08-19 13:53:02.934 : ../models/spf_lut_x4_autosample_res/ | Iter:270100, Sample:560800, GPixel:2.47e-03, dT:0.0026, rT:0.7745 +24-08-19 13:54:26.432 : ../models/spf_lut_x4_autosample_res/ | Iter:270200, Sample:561600, GPixel:2.51e-03, dT:0.0025, rT:0.7783 +24-08-19 13:55:49.150 : ../models/spf_lut_x4_autosample_res/ | Iter:270300, Sample:562400, GPixel:3.04e-03, dT:0.0025, rT:0.7647 +24-08-19 13:57:11.718 : ../models/spf_lut_x4_autosample_res/ | Iter:270400, Sample:563200, GPixel:2.73e-03, dT:0.0026, rT:0.7639 +24-08-19 13:58:34.072 : ../models/spf_lut_x4_autosample_res/ | Iter:270500, Sample:564000, GPixel:2.38e-03, dT:0.0025, rT:0.7611 +24-08-19 13:59:56.683 : ../models/spf_lut_x4_autosample_res/ | Iter:270600, Sample:564800, GPixel:2.73e-03, dT:0.0025, rT:0.7637 +24-08-19 14:01:19.148 : ../models/spf_lut_x4_autosample_res/ | Iter:270700, Sample:565600, GPixel:2.85e-03, dT:0.0025, 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Sample:572000, GPixel:2.80e-03, dT:0.0025, rT:0.7678 +24-08-19 14:13:45.643 : ../models/spf_lut_x4_autosample_res/ | Iter:271600, Sample:572800, GPixel:2.52e-03, dT:0.0025, rT:0.7624 +24-08-19 14:15:08.192 : ../models/spf_lut_x4_autosample_res/ | Iter:271700, Sample:573600, GPixel:2.68e-03, dT:0.0025, rT:0.7643 +24-08-19 14:16:30.746 : ../models/spf_lut_x4_autosample_res/ | Iter:271800, Sample:574400, GPixel:2.92e-03, dT:0.0025, rT:0.7632 +24-08-19 14:17:54.100 : ../models/spf_lut_x4_autosample_res/ | Iter:271900, Sample:575200, GPixel:2.59e-03, dT:0.0025, rT:0.7745 +24-08-19 14:19:17.051 : ../models/spf_lut_x4_autosample_res/ | Iter:272000, Sample:576000, GPixel:2.44e-03, dT:0.0025, rT:0.7696 +24-08-19 14:19:17.336 : Checkpoint saved 272000 +24-08-19 14:19:19.523 : Iter 272000 | Dataset Set5 | AVG Val PSNR: 31.067892 +24-08-19 14:19:27.748 : Iter 272000 | Dataset Set14 | AVG Val PSNR: 27.943491 +24-08-19 14:20:50.854 : ../models/spf_lut_x4_autosample_res/ | Iter:272100, Sample:576800, 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Iter:277900, Sample:623200, GPixel:2.72e-03, dT:0.0025, rT:0.7628 +24-08-19 15:42:45.226 : ../models/spf_lut_x4_autosample_res/ | Iter:278000, Sample:624000, GPixel:2.78e-03, dT:0.0025, rT:0.7700 +24-08-19 15:42:45.497 : Checkpoint saved 278000 +24-08-19 15:42:47.635 : Iter 278000 | Dataset Set5 | AVG Val PSNR: 31.072365 +24-08-19 15:42:55.894 : Iter 278000 | Dataset Set14 | AVG Val PSNR: 27.938521 +24-08-19 15:44:18.669 : ../models/spf_lut_x4_autosample_res/ | Iter:278100, Sample:624800, GPixel:2.42e-03, dT:0.0025, rT:0.7665 +24-08-19 15:45:41.302 : ../models/spf_lut_x4_autosample_res/ | Iter:278200, Sample:625600, GPixel:2.99e-03, dT:0.0025, rT:0.7640 +24-08-19 15:47:04.071 : ../models/spf_lut_x4_autosample_res/ | Iter:278300, Sample:626400, GPixel:2.69e-03, dT:0.0025, rT:0.7662 +24-08-19 15:48:27.387 : ../models/spf_lut_x4_autosample_res/ | Iter:278400, Sample:627200, GPixel:2.56e-03, dT:0.0025, rT:0.7736 +24-08-19 15:49:49.892 : ../models/spf_lut_x4_autosample_res/ | Iter:278500, 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dT:0.0025, rT:0.7753 +24-08-19 16:10:36.253 : Checkpoint saved 280000 +24-08-19 16:10:38.277 : Iter 280000 | Dataset Set5 | AVG Val PSNR: 31.045624 +24-08-19 16:10:46.165 : Iter 280000 | Dataset Set14 | AVG Val PSNR: 27.903941 +24-08-19 16:12:10.037 : ../models/spf_lut_x4_autosample_res/ | Iter:280100, Sample:640800, GPixel:2.75e-03, dT:0.0027, rT:0.7811 +24-08-19 16:13:32.378 : ../models/spf_lut_x4_autosample_res/ | Iter:280200, Sample:641600, GPixel:2.71e-03, dT:0.0025, rT:0.7610 +24-08-19 16:14:55.567 : ../models/spf_lut_x4_autosample_res/ | Iter:280300, Sample:642400, GPixel:2.64e-03, dT:0.0026, rT:0.7726 +24-08-19 16:16:18.995 : ../models/spf_lut_x4_autosample_res/ | Iter:280400, Sample:643200, GPixel:2.61e-03, dT:0.0025, rT:0.7773 +24-08-19 16:17:42.028 : ../models/spf_lut_x4_autosample_res/ | Iter:280500, Sample:644000, GPixel:3.04e-03, dT:0.0025, rT:0.7707 +24-08-19 16:19:05.276 : ../models/spf_lut_x4_autosample_res/ | Iter:280600, Sample:644800, GPixel:2.66e-03, dT:0.0025, 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Iter:287800, Sample:702400, GPixel:2.80e-03, dT:0.0025, rT:0.7670 +24-08-19 18:00:56.518 : ../models/spf_lut_x4_autosample_res/ | Iter:287900, Sample:703200, GPixel:2.62e-03, dT:0.0024, rT:0.7615 +24-08-19 18:02:19.971 : ../models/spf_lut_x4_autosample_res/ | Iter:288000, Sample:704000, GPixel:2.69e-03, dT:0.0026, rT:0.7755 +24-08-19 18:02:20.241 : Checkpoint saved 288000 +24-08-19 18:02:22.299 : Iter 288000 | Dataset Set5 | AVG Val PSNR: 31.127803 +24-08-19 18:02:30.248 : Iter 288000 | Dataset Set14 | AVG Val PSNR: 27.964259 +24-08-19 18:03:54.466 : ../models/spf_lut_x4_autosample_res/ | Iter:288100, Sample:704800, GPixel:2.75e-03, dT:0.0027, rT:0.7848 +24-08-19 18:05:16.811 : ../models/spf_lut_x4_autosample_res/ | Iter:288200, Sample:705600, GPixel:2.73e-03, dT:0.0025, rT:0.7616 +24-08-19 18:06:39.827 : ../models/spf_lut_x4_autosample_res/ | Iter:288300, Sample:706400, GPixel:2.75e-03, dT:0.0025, rT:0.7703 +24-08-19 18:08:03.131 : ../models/spf_lut_x4_autosample_res/ | Iter:288400, Sample:707200, GPixel:2.78e-03, dT:0.0026, rT:0.7737 +24-08-19 18:09:26.440 : ../models/spf_lut_x4_autosample_res/ | Iter:288500, Sample:708000, GPixel:2.40e-03, dT:0.0026, rT:0.7731 +24-08-19 18:10:50.003 : ../models/spf_lut_x4_autosample_res/ | Iter:288600, Sample:708800, GPixel:2.86e-03, dT:0.0026, rT:0.7780 +24-08-19 18:12:13.312 : ../models/spf_lut_x4_autosample_res/ | Iter:288700, Sample:709600, GPixel:3.03e-03, dT:0.0027, rT:0.7759 +24-08-19 18:13:37.389 : ../models/spf_lut_x4_autosample_res/ | Iter:288800, Sample:710400, GPixel:3.07e-03, dT:0.0027, rT:0.7876 +24-08-19 18:15:01.547 : ../models/spf_lut_x4_autosample_res/ | Iter:288900, Sample:711200, GPixel:2.36e-03, dT:0.0027, rT:0.7886 +24-08-19 18:16:24.502 : ../models/spf_lut_x4_autosample_res/ | Iter:289000, Sample:712000, GPixel:2.73e-03, dT:0.0026, rT:0.7701 +24-08-19 18:17:47.918 : ../models/spf_lut_x4_autosample_res/ | Iter:289100, Sample:712800, GPixel:2.75e-03, dT:0.0026, rT:0.7769 +24-08-19 18:19:10.650 : ../models/spf_lut_x4_autosample_res/ | Iter:289200, Sample:713600, GPixel:2.94e-03, dT:0.0025, rT:0.7658 +24-08-19 18:20:33.310 : ../models/spf_lut_x4_autosample_res/ | Iter:289300, Sample:714400, GPixel:2.74e-03, dT:0.0025, rT:0.7642 +24-08-19 18:21:55.712 : ../models/spf_lut_x4_autosample_res/ | Iter:289400, Sample:715200, GPixel:2.71e-03, dT:0.0024, rT:0.7617 +24-08-19 18:23:18.224 : ../models/spf_lut_x4_autosample_res/ | Iter:289500, Sample:716000, GPixel:2.71e-03, dT:0.0025, rT:0.7628 +24-08-19 18:24:41.484 : ../models/spf_lut_x4_autosample_res/ | Iter:289600, Sample:716800, GPixel:2.73e-03, dT:0.0026, rT:0.7739 +24-08-19 18:26:04.956 : ../models/spf_lut_x4_autosample_res/ | Iter:289700, Sample:717600, GPixel:2.86e-03, dT:0.0025, rT:0.7778 +24-08-19 18:27:28.314 : ../models/spf_lut_x4_autosample_res/ | Iter:289800, Sample:718400, GPixel:2.46e-03, dT:0.0025, rT:0.7751 +24-08-19 18:28:50.841 : ../models/spf_lut_x4_autosample_res/ | Iter:289900, Sample:719200, GPixel:2.86e-03, dT:0.0025, rT:0.7638 +24-08-19 18:30:13.667 : ../models/spf_lut_x4_autosample_res/ | Iter:290000, Sample:720000, GPixel:3.03e-03, dT:0.0025, rT:0.7674 +24-08-19 18:30:14.042 : Checkpoint saved 290000 +24-08-19 18:30:16.130 : Iter 290000 | Dataset Set5 | AVG Val PSNR: 31.068048 +24-08-19 18:30:24.053 : Iter 290000 | Dataset Set14 | AVG Val PSNR: 27.913573 +24-08-19 18:31:47.484 : ../models/spf_lut_x4_autosample_res/ | Iter:290100, Sample:720800, GPixel:2.69e-03, dT:0.0026, rT:0.7753 +24-08-19 18:33:09.870 : ../models/spf_lut_x4_autosample_res/ | Iter:290200, Sample:721600, GPixel:2.45e-03, dT:0.0025, rT:0.7615 +24-08-19 18:34:33.486 : ../models/spf_lut_x4_autosample_res/ | Iter:290300, Sample:722400, GPixel:2.90e-03, dT:0.0026, rT:0.7794 +24-08-19 18:35:56.759 : ../models/spf_lut_x4_autosample_res/ | Iter:290400, Sample:723200, GPixel:2.79e-03, dT:0.0026, rT:0.7741 +24-08-19 18:37:20.606 : ../models/spf_lut_x4_autosample_res/ | Iter:290500, Sample:724000, GPixel:2.99e-03, dT:0.0026, rT:0.7824 +24-08-19 18:38:43.150 : ../models/spf_lut_x4_autosample_res/ | Iter:290600, Sample:724800, GPixel:2.96e-03, dT:0.0025, rT:0.7644 +24-08-19 18:40:07.236 : ../models/spf_lut_x4_autosample_res/ | Iter:290700, Sample:725600, GPixel:2.61e-03, dT:0.0027, rT:0.7846 +24-08-19 18:41:30.951 : ../models/spf_lut_x4_autosample_res/ | Iter:290800, Sample:726400, GPixel:2.70e-03, dT:0.0026, rT:0.7791 +24-08-19 18:42:53.946 : ../models/spf_lut_x4_autosample_res/ | Iter:290900, Sample:727200, GPixel:2.70e-03, dT:0.0026, rT:0.7701 +24-08-19 18:44:17.140 : ../models/spf_lut_x4_autosample_res/ | Iter:291000, Sample:728000, GPixel:2.67e-03, dT:0.0025, rT:0.7729 +24-08-19 18:45:41.258 : ../models/spf_lut_x4_autosample_res/ | Iter:291100, Sample:728800, GPixel:2.66e-03, dT:0.0026, rT:0.7872 +24-08-19 18:47:04.329 : ../models/spf_lut_x4_autosample_res/ | Iter:291200, Sample:729600, GPixel:2.63e-03, dT:0.0025, rT:0.7712 +24-08-19 18:48:28.964 : ../models/spf_lut_x4_autosample_res/ | Iter:291300, Sample:730400, GPixel:2.53e-03, dT:0.0027, rT:0.7963 +24-08-19 18:49:52.418 : ../models/spf_lut_x4_autosample_res/ | Iter:291400, Sample:731200, GPixel:2.62e-03, dT:0.0026, rT:0.7767 +24-08-19 18:51:14.685 : ../models/spf_lut_x4_autosample_res/ | Iter:291500, Sample:732000, GPixel:2.54e-03, dT:0.0025, rT:0.7602 +24-08-19 18:52:37.949 : ../models/spf_lut_x4_autosample_res/ | Iter:291600, Sample:732800, GPixel:2.43e-03, dT:0.0025, rT:0.7722 +24-08-19 18:54:01.206 : ../models/spf_lut_x4_autosample_res/ | Iter:291700, Sample:733600, GPixel:2.90e-03, dT:0.0025, rT:0.7742 +24-08-19 18:55:23.624 : ../models/spf_lut_x4_autosample_res/ | Iter:291800, Sample:734400, GPixel:2.65e-03, dT:0.0025, rT:0.7619 +24-08-19 18:56:46.678 : ../models/spf_lut_x4_autosample_res/ | Iter:291900, Sample:735200, GPixel:2.65e-03, dT:0.0025, rT:0.7694 +24-08-19 18:58:08.932 : ../models/spf_lut_x4_autosample_res/ | Iter:292000, Sample:736000, GPixel:2.67e-03, dT:0.0025, rT:0.7602 +24-08-19 18:58:09.203 : Checkpoint saved 292000 +24-08-19 18:58:11.299 : Iter 292000 | Dataset Set5 | AVG Val PSNR: 31.127407 +24-08-19 18:58:19.467 : Iter 292000 | Dataset Set14 | AVG Val PSNR: 27.953866 +24-08-19 18:59:42.324 : ../models/spf_lut_x4_autosample_res/ | Iter:292100, Sample:736800, GPixel:2.51e-03, dT:0.0026, rT:0.7679 +24-08-19 19:01:04.945 : ../models/spf_lut_x4_autosample_res/ | Iter:292200, Sample:737600, GPixel:2.80e-03, dT:0.0024, rT:0.7649 +24-08-19 19:02:28.693 : ../models/spf_lut_x4_autosample_res/ | Iter:292300, Sample:738400, GPixel:2.18e-03, dT:0.0026, rT:0.7800 +24-08-19 19:03:51.418 : ../models/spf_lut_x4_autosample_res/ | Iter:292400, Sample:739200, GPixel:2.82e-03, dT:0.0025, rT:0.7656 +24-08-19 19:05:14.924 : ../models/spf_lut_x4_autosample_res/ | Iter:292500, Sample:740000, GPixel:2.90e-03, dT:0.0025, rT:0.7770 +24-08-19 19:06:37.391 : ../models/spf_lut_x4_autosample_res/ | Iter:292600, Sample:740800, GPixel:3.04e-03, dT:0.0025, rT:0.7624 +24-08-19 19:08:00.044 : ../models/spf_lut_x4_autosample_res/ | Iter:292700, Sample:741600, GPixel:2.67e-03, dT:0.0025, rT:0.7644 +24-08-19 19:09:22.401 : ../models/spf_lut_x4_autosample_res/ | Iter:292800, Sample:742400, GPixel:2.98e-03, dT:0.0025, rT:0.7617 +24-08-19 19:10:45.024 : ../models/spf_lut_x4_autosample_res/ | Iter:292900, Sample:743200, GPixel:2.75e-03, dT:0.0025, rT:0.7659 +24-08-19 19:12:07.502 : ../models/spf_lut_x4_autosample_res/ | Iter:293000, Sample:744000, GPixel:2.95e-03, dT:0.0024, rT:0.7624 +24-08-19 19:13:31.189 : ../models/spf_lut_x4_autosample_res/ | Iter:293100, Sample:744800, GPixel:2.67e-03, dT:0.0025, rT:0.7809 +24-08-19 19:14:54.069 : ../models/spf_lut_x4_autosample_res/ | Iter:293200, Sample:745600, GPixel:2.81e-03, dT:0.0026, rT:0.7679 +24-08-19 19:16:17.700 : ../models/spf_lut_x4_autosample_res/ | Iter:293300, Sample:746400, GPixel:2.49e-03, dT:0.0025, rT:0.7789 +24-08-19 19:17:40.660 : ../models/spf_lut_x4_autosample_res/ | Iter:293400, Sample:747200, GPixel:2.86e-03, dT:0.0025, rT:0.7693 +24-08-19 19:19:04.425 : ../models/spf_lut_x4_autosample_res/ | Iter:293500, Sample:748000, GPixel:2.77e-03, dT:0.0027, rT:0.7815 +24-08-19 19:20:27.174 : ../models/spf_lut_x4_autosample_res/ | Iter:293600, Sample:748800, GPixel:2.53e-03, dT:0.0025, rT:0.7671 +24-08-19 19:21:50.968 : ../models/spf_lut_x4_autosample_res/ | Iter:293700, Sample:749600, GPixel:2.70e-03, dT:0.0026, rT:0.7817 +24-08-19 19:23:13.562 : ../models/spf_lut_x4_autosample_res/ | Iter:293800, Sample:750400, GPixel:2.62e-03, dT:0.0025, rT:0.7649 +24-08-19 19:24:36.327 : ../models/spf_lut_x4_autosample_res/ | Iter:293900, Sample:751200, GPixel:2.70e-03, dT:0.0025, rT:0.7657 +24-08-19 19:25:59.796 : ../models/spf_lut_x4_autosample_res/ | Iter:294000, Sample:752000, GPixel:2.58e-03, dT:0.0026, rT:0.7767 +24-08-19 19:26:00.087 : Checkpoint saved 294000 +24-08-19 19:26:02.335 : Iter 294000 | Dataset Set5 | AVG Val PSNR: 31.113533 +24-08-19 19:26:10.291 : Iter 294000 | Dataset Set14 | AVG Val PSNR: 27.958081 +24-08-19 19:27:33.699 : ../models/spf_lut_x4_autosample_res/ | Iter:294100, Sample:752800, GPixel:2.69e-03, dT:0.0026, rT:0.7754 +24-08-19 19:28:56.423 : ../models/spf_lut_x4_autosample_res/ | Iter:294200, Sample:753600, GPixel:2.90e-03, dT:0.0025, rT:0.7664 +24-08-19 19:30:19.358 : ../models/spf_lut_x4_autosample_res/ | Iter:294300, Sample:754400, GPixel:2.70e-03, dT:0.0025, rT:0.7704 +24-08-19 19:31:43.013 : ../models/spf_lut_x4_autosample_res/ | Iter:294400, Sample:755200, GPixel:2.63e-03, dT:0.0026, rT:0.7772 +24-08-19 19:33:06.214 : ../models/spf_lut_x4_autosample_res/ | Iter:294500, Sample:756000, GPixel:2.81e-03, dT:0.0026, rT:0.7740 +24-08-19 19:34:29.797 : ../models/spf_lut_x4_autosample_res/ | Iter:294600, Sample:756800, GPixel:2.92e-03, dT:0.0025, rT:0.7778 +24-08-19 19:35:52.991 : ../models/spf_lut_x4_autosample_res/ | Iter:294700, Sample:757600, GPixel:2.55e-03, dT:0.0025, rT:0.7731 +24-08-19 19:37:15.835 : ../models/spf_lut_x4_autosample_res/ | Iter:294800, Sample:758400, GPixel:2.81e-03, dT:0.0025, rT:0.7667 +24-08-19 19:38:39.008 : ../models/spf_lut_x4_autosample_res/ | Iter:294900, Sample:759200, GPixel:2.57e-03, dT:0.0025, rT:0.7736 +24-08-19 19:40:02.096 : ../models/spf_lut_x4_autosample_res/ | Iter:295000, Sample:760000, GPixel:2.58e-03, dT:0.0026, rT:0.7728 +24-08-19 19:41:25.355 : ../models/spf_lut_x4_autosample_res/ | Iter:295100, Sample:760800, GPixel:2.52e-03, dT:0.0025, rT:0.7733 +24-08-19 19:42:49.246 : ../models/spf_lut_x4_autosample_res/ | Iter:295200, Sample:761600, GPixel:2.64e-03, dT:0.0026, rT:0.7807 +24-08-19 19:44:12.277 : ../models/spf_lut_x4_autosample_res/ | Iter:295300, Sample:762400, GPixel:2.64e-03, dT:0.0025, rT:0.7712 +24-08-19 19:45:35.582 : ../models/spf_lut_x4_autosample_res/ | Iter:295400, Sample:763200, GPixel:2.44e-03, dT:0.0025, rT:0.7731 +24-08-19 19:46:59.541 : ../models/spf_lut_x4_autosample_res/ | Iter:295500, Sample:764000, GPixel:3.06e-03, dT:0.0026, rT:0.7847 +24-08-19 19:48:22.116 : ../models/spf_lut_x4_autosample_res/ | Iter:295600, Sample:764800, GPixel:2.77e-03, dT:0.0025, rT:0.7636 +24-08-19 19:49:44.847 : ../models/spf_lut_x4_autosample_res/ | Iter:295700, Sample:765600, GPixel:2.68e-03, dT:0.0025, rT:0.7650 +24-08-19 19:51:07.363 : ../models/spf_lut_x4_autosample_res/ | Iter:295800, Sample:766400, GPixel:2.59e-03, dT:0.0025, rT:0.7631 +24-08-19 19:52:30.905 : ../models/spf_lut_x4_autosample_res/ | Iter:295900, Sample:767200, GPixel:2.88e-03, dT:0.0027, rT:0.7784 +24-08-19 19:53:53.318 : ../models/spf_lut_x4_autosample_res/ | Iter:296000, Sample:768000, GPixel:2.87e-03, dT:0.0025, rT:0.7617 +24-08-19 19:53:53.589 : Checkpoint saved 296000 +24-08-19 19:53:55.563 : Iter 296000 | Dataset Set5 | AVG Val PSNR: 31.085025 +24-08-19 19:54:03.456 : Iter 296000 | Dataset Set14 | AVG Val PSNR: 27.946020 +24-08-19 19:55:26.186 : ../models/spf_lut_x4_autosample_res/ | Iter:296100, Sample:768800, GPixel:2.58e-03, dT:0.0026, rT:0.7648 +24-08-19 19:56:49.722 : ../models/spf_lut_x4_autosample_res/ | Iter:296200, Sample:769600, GPixel:2.52e-03, dT:0.0026, rT:0.7793 +24-08-19 19:58:12.313 : ../models/spf_lut_x4_autosample_res/ | Iter:296300, Sample:770400, GPixel:2.63e-03, dT:0.0025, rT:0.7640 +24-08-19 19:59:36.031 : ../models/spf_lut_x4_autosample_res/ | Iter:296400, Sample:771200, GPixel:2.59e-03, dT:0.0027, rT:0.7808 +24-08-19 20:00:59.135 : ../models/spf_lut_x4_autosample_res/ | Iter:296500, Sample:772000, GPixel:2.75e-03, dT:0.0026, rT:0.7714 +24-08-19 20:02:22.213 : ../models/spf_lut_x4_autosample_res/ | Iter:296600, Sample:772800, GPixel:2.64e-03, dT:0.0025, rT:0.7719 +24-08-19 20:03:44.605 : ../models/spf_lut_x4_autosample_res/ | Iter:296700, Sample:773600, GPixel:2.62e-03, dT:0.0025, rT:0.7615 +24-08-19 20:05:07.160 : ../models/spf_lut_x4_autosample_res/ | Iter:296800, Sample:774400, GPixel:2.92e-03, dT:0.0025, rT:0.7632 +24-08-19 20:06:30.284 : ../models/spf_lut_x4_autosample_res/ | Iter:296900, Sample:775200, GPixel:2.50e-03, dT:0.0025, rT:0.7707 +24-08-19 20:07:53.153 : ../models/spf_lut_x4_autosample_res/ | Iter:297000, Sample:776000, GPixel:2.68e-03, dT:0.0025, rT:0.7680 +24-08-19 20:09:16.268 : ../models/spf_lut_x4_autosample_res/ | Iter:297100, Sample:776800, GPixel:2.78e-03, dT:0.0025, rT:0.7714 +24-08-19 20:10:40.405 : ../models/spf_lut_x4_autosample_res/ | Iter:297200, Sample:777600, GPixel:2.72e-03, dT:0.0026, rT:0.7865 +24-08-19 20:12:03.177 : ../models/spf_lut_x4_autosample_res/ | Iter:297300, Sample:778400, GPixel:2.61e-03, dT:0.0025, rT:0.7665 +24-08-19 20:13:25.740 : ../models/spf_lut_x4_autosample_res/ | Iter:297400, Sample:779200, GPixel:2.76e-03, dT:0.0025, rT:0.7644 +24-08-19 20:14:49.635 : ../models/spf_lut_x4_autosample_res/ | Iter:297500, Sample:780000, GPixel:2.62e-03, dT:0.0027, rT:0.7825 +24-08-19 20:16:12.714 : ../models/spf_lut_x4_autosample_res/ | Iter:297600, Sample:780800, GPixel:2.78e-03, dT:0.0025, rT:0.7707 +24-08-19 20:17:36.175 : ../models/spf_lut_x4_autosample_res/ | Iter:297700, Sample:781600, GPixel:2.46e-03, dT:0.0026, rT:0.7768 +24-08-19 20:18:58.721 : ../models/spf_lut_x4_autosample_res/ | Iter:297800, Sample:782400, GPixel:2.69e-03, dT:0.0025, rT:0.7630 +24-08-19 20:20:21.801 : ../models/spf_lut_x4_autosample_res/ | Iter:297900, Sample:783200, GPixel:2.93e-03, dT:0.0026, rT:0.7701 +24-08-19 20:21:45.185 : ../models/spf_lut_x4_autosample_res/ | Iter:298000, Sample:784000, GPixel:2.62e-03, dT:0.0026, rT:0.7751 +24-08-19 20:21:45.463 : Checkpoint saved 298000 +24-08-19 20:21:47.423 : Iter 298000 | Dataset Set5 | AVG Val PSNR: 31.057651 +24-08-19 20:21:55.527 : Iter 298000 | Dataset Set14 | AVG Val PSNR: 27.931317 +24-08-19 20:23:19.353 : ../models/spf_lut_x4_autosample_res/ | Iter:298100, Sample:784800, GPixel:2.70e-03, dT:0.0027, rT:0.7810 +24-08-19 20:24:42.944 : ../models/spf_lut_x4_autosample_res/ | Iter:298200, Sample:785600, GPixel:2.76e-03, dT:0.0026, rT:0.7770 +24-08-19 20:26:06.673 : ../models/spf_lut_x4_autosample_res/ | Iter:298300, Sample:786400, GPixel:2.64e-03, dT:0.0026, rT:0.7806 +24-08-19 20:27:29.474 : ../models/spf_lut_x4_autosample_res/ | Iter:298400, Sample:787200, GPixel:2.67e-03, dT:0.0025, rT:0.7670 +24-08-19 20:28:51.859 : ../models/spf_lut_x4_autosample_res/ | Iter:298500, Sample:788000, GPixel:2.70e-03, dT:0.0025, rT:0.7615 +24-08-19 20:30:14.152 : ../models/spf_lut_x4_autosample_res/ | Iter:298600, Sample:788800, GPixel:2.61e-03, dT:0.0025, rT:0.7606 +24-08-19 20:31:36.573 : ../models/spf_lut_x4_autosample_res/ | Iter:298700, Sample:789600, GPixel:2.68e-03, dT:0.0025, rT:0.7618 +24-08-19 20:33:00.238 : ../models/spf_lut_x4_autosample_res/ | Iter:298800, Sample:790400, GPixel:2.58e-03, dT:0.0026, rT:0.7790 +24-08-19 20:34:25.610 : ../models/spf_lut_x4_autosample_res/ | Iter:298900, Sample:791200, GPixel:2.54e-03, dT:0.0027, rT:0.8000 +24-08-19 20:35:49.335 : ../models/spf_lut_x4_autosample_res/ | Iter:299000, Sample:792000, GPixel:2.92e-03, dT:0.0026, rT:0.7800 +24-08-19 20:37:12.477 : ../models/spf_lut_x4_autosample_res/ | Iter:299100, Sample:792800, GPixel:2.82e-03, dT:0.0025, rT:0.7719 +24-08-19 20:38:35.402 : ../models/spf_lut_x4_autosample_res/ | Iter:299200, Sample:793600, GPixel:2.87e-03, dT:0.0025, rT:0.7676 +24-08-19 20:39:58.625 : ../models/spf_lut_x4_autosample_res/ | Iter:299300, Sample:794400, GPixel:2.68e-03, dT:0.0026, rT:0.7731 +24-08-19 20:41:21.353 : ../models/spf_lut_x4_autosample_res/ | Iter:299400, Sample:795200, GPixel:2.63e-03, dT:0.0025, rT:0.7651 +24-08-19 20:42:44.698 : ../models/spf_lut_x4_autosample_res/ | Iter:299500, Sample:796000, GPixel:2.78e-03, dT:0.0026, rT:0.7745 +24-08-19 20:44:07.304 : ../models/spf_lut_x4_autosample_res/ | Iter:299600, Sample:796800, GPixel:2.52e-03, dT:0.0025, rT:0.7646 +24-08-19 20:45:29.838 : ../models/spf_lut_x4_autosample_res/ | Iter:299700, Sample:797600, GPixel:2.84e-03, dT:0.0025, rT:0.7635 +24-08-19 20:46:52.455 : ../models/spf_lut_x4_autosample_res/ | Iter:299800, Sample:798400, GPixel:2.72e-03, dT:0.0025, rT:0.7641 +24-08-19 20:48:14.881 : ../models/spf_lut_x4_autosample_res/ | Iter:299900, Sample:799200, GPixel:2.80e-03, dT:0.0025, rT:0.7628 +24-08-19 20:49:37.640 : ../models/spf_lut_x4_autosample_res/ | Iter:300000, Sample:800000, GPixel:2.66e-03, dT:0.0025, rT:0.7653 +24-08-19 20:49:37.959 : Checkpoint saved 300000 +24-08-19 20:49:40.031 : Iter 300000 | Dataset Set5 | AVG Val PSNR: 31.138876 +24-08-19 20:49:47.917 : Iter 300000 | Dataset Set14 | AVG Val PSNR: 27.951718 +24-08-19 20:49:47.918 : Complete +24-08-20 11:33:14.606 : None +24-08-20 11:35:22.428 : ../models/spf_lut_x4_autosample_res/ | Iter:300100, Sample: 800, GPixel:2.88e-03, dT:0.0166, rT:0.9013