-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathlog.txt
More file actions
1966 lines (1949 loc) · 169 KB
/
Copy pathlog.txt
File metadata and controls
1966 lines (1949 loc) · 169 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
Running 1 job
WARNING:torchao.kernel.intmm:Warning: Detected no triton, on systems without Triton certain kernels will not work
WARNING:torchao.kernel.intmm:Warning: Detected no triton, on systems without Triton certain kernels will not work
{
"type": "diffusion_trainer",
"training_folder": "D:\\AI_Models\\AI Toolkit UI\\ai-toolkit\\output",
"sqlite_db_path": "D:\\AI_Models\\AI Toolkit UI\\ai-toolkit\\aitk_db.db",
"device": "cuda",
"trigger_word": "marianna_f2_11",
"performance_log_every": 10,
"network": {
"type": "lora",
"linear": 16,
"linear_alpha": 16,
"conv": 16,
"conv_alpha": 16,
"lokr_full_rank": true,
"lokr_factor": -1,
"network_kwargs": {
"ignore_if_contains": []
}
},
"save": {
"dtype": "bf16",
"save_every": 400,
"max_step_saves_to_keep": 2,
"save_format": "diffusers",
"push_to_hub": false
},
"datasets": [
{
"folder_path": "D:\\AI_Models\\AI Toolkit UI\\ai-toolkit\\datasets/marianna_f2_1",
"mask_path": null,
"mask_min_value": 0.1,
"default_caption": "",
"caption_ext": "txt",
"caption_dropout_rate": 0.05,
"cache_latents_to_disk": true,
"is_reg": false,
"network_weight": 1,
"resolution": [
1024
],
"controls": [],
"shrink_video_to_frames": true,
"num_frames": 1,
"flip_x": false,
"flip_y": false,
"num_repeats": 1,
"control_path_1": null,
"control_path_2": null,
"control_path_3": null
}
],
"train": {
"batch_size": 1,
"bypass_guidance_embedding": false,
"steps": 800,
"gradient_accumulation": 1,
"train_unet": true,
"train_text_encoder": false,
"gradient_checkpointing": true,
"noise_scheduler": "flowmatch",
"optimizer": "adamw8bit",
"timestep_type": "weighted",
"content_or_style": "balanced",
"optimizer_params": {
"weight_decay": 0.0001
},
"unload_text_encoder": true,
"cache_text_embeddings": false,
"lr": 0.0001,
"ema_config": {
"use_ema": false,
"ema_decay": 0.99
},
"skip_first_sample": true,
"force_first_sample": false,
"disable_sampling": true,
"dtype": "bf16",
"diff_output_preservation": false,
"diff_output_preservation_multiplier": 1,
"diff_output_preservation_class": "person",
"switch_boundary_every": 1,
"loss_type": "mse"
},
"logging": {
"log_every": 1,
"use_ui_logger": true
},
"model": {
"name_or_path": "black-forest-labs/FLUX.2-dev",
"quantize": true,
"qtype": "qfloat8",
"quantize_te": true,
"qtype_te": "qfloat8",
"arch": "flux2",
"low_vram": true,
"model_kwargs": {
"match_target_res": false
},
"layer_offloading": true,
"layer_offloading_text_encoder_percent": 0.91,
"layer_offloading_transformer_percent": 0.91
},
"sample": {
"sampler": "flowmatch",
"sample_every": 250,
"width": 1024,
"height": 1024,
"samples": [],
"neg": "",
"seed": 42,
"walk_seed": true,
"guidance_scale": 4,
"sample_steps": 25,
"num_frames": 1,
"fps": 1
}
}
Using SQLite database at D:\AI_Models\AI Toolkit UI\ai-toolkit\aitk_db.db
Job ID: "a3239ada-bb4b-4373-9ae2-493f185e5c49"
#############################################
# Running job: marianna_f2_11
#############################################
Running 1 process
Loading Flux2 model
Loading transformer
Quantizing Transformer
- quantizing 56 transformer blocks
0%| | 0/56 [00:00<?, ?it/s] 0%| | 0/56 [00:00<?, ?it/s] 2%|1 | 1/56 [00:08<08:00, 8.73s/it] 2%|1 | 1/56 [00:08<08:00, 8.73s/it] 4%|3 | 2/56 [00:09<03:24, 3.78s/it] 4%|3 | 2/56 [00:09<03:24, 3.78s/it] 5%|5 | 3/56 [00:09<01:56, 2.19s/it] 5%|5 | 3/56 [00:09<01:56, 2.19s/it] 7%|7 | 4/56 [00:09<01:15, 1.45s/it] 7%|7 | 4/56 [00:09<01:15, 1.45s/it] 9%|8 | 5/56 [00:10<00:55, 1.09s/it] 9%|8 | 5/56 [00:10<00:55, 1.09s/it] 11%|# | 6/56 [00:10<00:46, 1.08it/s] 11%|# | 6/56 [00:10<00:46, 1.08it/s] 12%|#2 | 7/56 [00:11<00:37, 1.31it/s] 12%|#2 | 7/56 [00:11<00:37, 1.31it/s] 14%|#4 | 8/56 [00:11<00:30, 1.58it/s] 14%|#4 | 8/56 [00:11<00:30, 1.58it/s] 16%|#6 | 9/56 [00:13<00:47, 1.01s/it] 16%|#6 | 9/56 [00:13<00:47, 1.01s/it] 18%|#7 | 10/56 [00:13<00:35, 1.31it/s] 18%|#7 | 10/56 [00:13<00:35, 1.31it/s] 20%|#9 | 11/56 [00:13<00:28, 1.57it/s] 20%|#9 | 11/56 [00:13<00:28, 1.57it/s] 21%|##1 | 12/56 [00:14<00:22, 1.99it/s] 21%|##1 | 12/56 [00:14<00:22, 1.99it/s] 23%|##3 | 13/56 [00:14<00:17, 2.44it/s] 23%|##3 | 13/56 [00:14<00:17, 2.44it/s] 25%|##5 | 14/56 [00:14<00:14, 2.91it/s] 25%|##5 | 14/56 [00:14<00:14, 2.91it/s] 27%|##6 | 15/56 [00:14<00:12, 3.32it/s] 27%|##6 | 15/56 [00:14<00:12, 3.32it/s] 29%|##8 | 16/56 [00:14<00:10, 3.72it/s] 29%|##8 | 16/56 [00:14<00:10, 3.72it/s] 30%|### | 17/56 [00:15<00:09, 3.90it/s] 30%|### | 17/56 [00:15<00:09, 3.90it/s] 32%|###2 | 18/56 [00:15<00:11, 3.21it/s] 32%|###2 | 18/56 [00:15<00:11, 3.21it/s] 34%|###3 | 19/56 [00:16<00:23, 1.59it/s] 34%|###3 | 19/56 [00:16<00:23, 1.59it/s] 36%|###5 | 20/56 [00:17<00:19, 1.88it/s] 36%|###5 | 20/56 [00:17<00:19, 1.88it/s] 38%|###7 | 21/56 [00:17<00:16, 2.16it/s] 38%|###7 | 21/56 [00:17<00:16, 2.16it/s] 39%|###9 | 22/56 [00:17<00:14, 2.42it/s] 39%|###9 | 22/56 [00:17<00:14, 2.42it/s] 41%|####1 | 23/56 [00:18<00:12, 2.63it/s] 41%|####1 | 23/56 [00:18<00:12, 2.63it/s] 43%|####2 | 24/56 [00:18<00:11, 2.78it/s] 43%|####2 | 24/56 [00:18<00:11, 2.78it/s] 45%|####4 | 25/56 [00:18<00:12, 2.52it/s] 45%|####4 | 25/56 [00:18<00:12, 2.52it/s] 46%|####6 | 26/56 [00:19<00:11, 2.68it/s] 46%|####6 | 26/56 [00:19<00:11, 2.68it/s] 48%|####8 | 27/56 [00:19<00:10, 2.80it/s] 48%|####8 | 27/56 [00:19<00:10, 2.80it/s] 50%|##### | 28/56 [00:19<00:09, 2.90it/s] 50%|##### | 28/56 [00:19<00:09, 2.90it/s] 52%|#####1 | 29/56 [00:20<00:09, 2.97it/s] 52%|#####1 | 29/56 [00:20<00:09, 2.97it/s] 54%|#####3 | 30/56 [00:20<00:09, 2.62it/s] 54%|#####3 | 30/56 [00:20<00:09, 2.62it/s] 55%|#####5 | 31/56 [00:21<00:09, 2.65it/s] 55%|#####5 | 31/56 [00:21<00:09, 2.65it/s] 57%|#####7 | 32/56 [00:21<00:08, 2.71it/s] 57%|#####7 | 32/56 [00:21<00:08, 2.71it/s] 59%|#####8 | 33/56 [00:21<00:08, 2.83it/s] 59%|#####8 | 33/56 [00:21<00:08, 2.83it/s] 61%|###### | 34/56 [00:22<00:07, 2.93it/s] 61%|###### | 34/56 [00:22<00:07, 2.93it/s] 62%|######2 | 35/56 [00:22<00:07, 2.99it/s] 62%|######2 | 35/56 [00:22<00:07, 2.99it/s] 64%|######4 | 36/56 [00:22<00:06, 2.93it/s] 64%|######4 | 36/56 [00:22<00:06, 2.93it/s] 66%|######6 | 37/56 [00:23<00:06, 2.81it/s] 66%|######6 | 37/56 [00:23<00:06, 2.81it/s] 68%|######7 | 38/56 [00:23<00:06, 2.89it/s] 68%|######7 | 38/56 [00:23<00:06, 2.89it/s] 70%|######9 | 39/56 [00:23<00:06, 2.83it/s] 70%|######9 | 39/56 [00:23<00:06, 2.83it/s] 71%|#######1 | 40/56 [00:24<00:05, 2.77it/s] 71%|#######1 | 40/56 [00:24<00:05, 2.77it/s] 73%|#######3 | 41/56 [00:24<00:05, 2.57it/s] 73%|#######3 | 41/56 [00:24<00:05, 2.57it/s] 75%|#######5 | 42/56 [00:25<00:05, 2.58it/s] 75%|#######5 | 42/56 [00:25<00:05, 2.58it/s] 77%|#######6 | 43/56 [00:25<00:05, 2.44it/s] 77%|#######6 | 43/56 [00:25<00:05, 2.44it/s] 79%|#######8 | 44/56 [00:25<00:04, 2.49it/s] 79%|#######8 | 44/56 [00:25<00:04, 2.49it/s] 80%|######## | 45/56 [00:26<00:04, 2.52it/s] 80%|######## | 45/56 [00:26<00:04, 2.52it/s] 82%|########2 | 46/56 [00:26<00:04, 2.43it/s] 82%|########2 | 46/56 [00:26<00:04, 2.43it/s] 84%|########3 | 47/56 [00:27<00:03, 2.49it/s] 84%|########3 | 47/56 [00:27<00:03, 2.49it/s] 86%|########5 | 48/56 [00:27<00:03, 2.54it/s] 86%|########5 | 48/56 [00:27<00:03, 2.54it/s] 88%|########7 | 49/56 [00:27<00:02, 2.54it/s] 88%|########7 | 49/56 [00:27<00:02, 2.54it/s] 89%|########9 | 50/56 [00:28<00:02, 2.51it/s] 89%|########9 | 50/56 [00:28<00:02, 2.51it/s] 91%|#########1| 51/56 [00:28<00:01, 2.52it/s] 91%|#########1| 51/56 [00:28<00:01, 2.52it/s] 93%|#########2| 52/56 [00:29<00:01, 2.29it/s] 93%|#########2| 52/56 [00:29<00:01, 2.29it/s] 95%|#########4| 53/56 [00:29<00:01, 2.38it/s] 95%|#########4| 53/56 [00:29<00:01, 2.38it/s] 96%|#########6| 54/56 [00:29<00:00, 2.43it/s] 96%|#########6| 54/56 [00:29<00:00, 2.43it/s] 98%|#########8| 55/56 [00:30<00:00, 2.58it/s] 98%|#########8| 55/56 [00:30<00:00, 2.58it/s]100%|##########| 56/56 [00:30<00:00, 2.54it/s]100%|##########| 56/56 [00:30<00:00, 2.54it/s]100%|##########| 56/56 [00:30<00:00, 1.83it/s]100%|##########| 56/56 [00:30<00:00, 1.83it/s]
- quantizing extras
Moving transformer to CPU
Loading Mistral
`torch_dtype` is deprecated! Use `dtype` instead!
`torch_dtype` is deprecated! Use `dtype` instead!
Loading checkpoint shards: 0%| | 0/10 [00:00<?, ?it/s]Loading checkpoint shards: 0%| | 0/10 [00:00<?, ?it/s]Loading checkpoint shards: 100%|##########| 10/10 [00:00<00:00, 109.84it/s]Loading checkpoint shards: 100%|##########| 10/10 [00:00<00:00, 109.84it/s]
Quantizing Mistral
The tokenizer you are loading from 'mistralai/Mistral-Small-3.1-24B-Instruct-2503' with an incorrect regex pattern: https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503/discussions/84#69121093e8b480e709447d5e. This will lead to incorrect tokenization. You should set the `fix_mistral_regex=True` flag when loading this tokenizer to fix this issue.
The tokenizer you are loading from 'mistralai/Mistral-Small-3.1-24B-Instruct-2503' with an incorrect regex pattern: https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503/discussions/84#69121093e8b480e709447d5e. This will lead to incorrect tokenization. You should set the `fix_mistral_regex=True` flag when loading this tokenizer to fix this issue.
Loading VAE
Making pipe
Preparing Model
Model Loaded
create LoRA network. base dim (rank): 16, alpha: 16
neuron dropout: p=None, rank dropout: p=None, module dropout: p=None
apply LoRA to Conv2d with kernel size (3,3). dim (rank): 16, alpha: 16
create LoRA for Text Encoder: 0 modules.
create LoRA for U-Net: 160 modules.
enable LoRA for U-Net
Dataset: D:\AI_Models\AI Toolkit UI\ai-toolkit\datasets/marianna_f2_1
- Preprocessing image dimensions
0%| | 0/21 [00:00<?, ?it/s] 0%| | 0/21 [00:00<?, ?it/s] 29%|##8 | 6/21 [00:00<00:00, 51.54it/s] 29%|##8 | 6/21 [00:00<00:00, 51.54it/s] 57%|#####7 | 12/21 [00:00<00:00, 53.29it/s] 57%|#####7 | 12/21 [00:00<00:00, 53.29it/s] 86%|########5 | 18/21 [00:00<00:00, 54.28it/s] 86%|########5 | 18/21 [00:00<00:00, 54.28it/s]100%|##########| 21/21 [00:00<00:00, 54.45it/s]100%|##########| 21/21 [00:00<00:00, 54.45it/s]
- Found 21 images
Bucket sizes for D:\AI_Models\AI Toolkit UI\ai-toolkit\datasets/marianna_f2_1:
1024x1024: 21 files
1 buckets made
Caching latents for D:\AI_Models\AI Toolkit UI\ai-toolkit\datasets/marianna_f2_1
- Saving latents to disk
Caching latents to disk: 0%| | 0/21 [00:00<?, ?it/s]Caching latents to disk: 0%| | 0/21 [00:00<?, ?it/s]Caching latents to disk: 5%|4 | 1/21 [00:02<00:41, 2.08s/it]Caching latents to disk: 5%|4 | 1/21 [00:02<00:41, 2.08s/it]Caching latents to disk: 10%|9 | 2/21 [00:04<00:47, 2.50s/it]Caching latents to disk: 10%|9 | 2/21 [00:04<00:47, 2.50s/it]Caching latents to disk: 14%|#4 | 3/21 [00:07<00:47, 2.66s/it]Caching latents to disk: 14%|#4 | 3/21 [00:07<00:47, 2.66s/it]Caching latents to disk: 19%|#9 | 4/21 [00:10<00:46, 2.73s/it]Caching latents to disk: 19%|#9 | 4/21 [00:10<00:46, 2.73s/it]Caching latents to disk: 24%|##3 | 5/21 [00:12<00:39, 2.46s/it]Caching latents to disk: 24%|##3 | 5/21 [00:12<00:39, 2.46s/it]Caching latents to disk: 29%|##8 | 6/21 [00:13<00:30, 2.00s/it]Caching latents to disk: 29%|##8 | 6/21 [00:13<00:30, 2.00s/it]Caching latents to disk: 33%|###3 | 7/21 [00:14<00:23, 1.65s/it]Caching latents to disk: 33%|###3 | 7/21 [00:14<00:23, 1.65s/it]Caching latents to disk: 38%|###8 | 8/21 [00:15<00:18, 1.42s/it]Caching latents to disk: 38%|###8 | 8/21 [00:15<00:18, 1.42s/it]Caching latents to disk: 43%|####2 | 9/21 [00:16<00:15, 1.27s/it]Caching latents to disk: 43%|####2 | 9/21 [00:16<00:15, 1.27s/it]Caching latents to disk: 48%|####7 | 10/21 [00:17<00:12, 1.17s/it]Caching latents to disk: 48%|####7 | 10/21 [00:17<00:12, 1.17s/it]Caching latents to disk: 52%|#####2 | 11/21 [00:18<00:10, 1.10s/it]Caching latents to disk: 52%|#####2 | 11/21 [00:18<00:10, 1.10s/it]Caching latents to disk: 57%|#####7 | 12/21 [00:19<00:09, 1.04s/it]Caching latents to disk: 57%|#####7 | 12/21 [00:19<00:09, 1.04s/it]Caching latents to disk: 62%|######1 | 13/21 [00:20<00:07, 1.02it/s]Caching latents to disk: 62%|######1 | 13/21 [00:20<00:07, 1.02it/s]Caching latents to disk: 67%|######6 | 14/21 [00:20<00:06, 1.07it/s]Caching latents to disk: 67%|######6 | 14/21 [00:20<00:06, 1.07it/s]Caching latents to disk: 71%|#######1 | 15/21 [00:21<00:05, 1.09it/s]Caching latents to disk: 71%|#######1 | 15/21 [00:21<00:05, 1.09it/s]Caching latents to disk: 76%|#######6 | 16/21 [00:22<00:04, 1.12it/s]Caching latents to disk: 76%|#######6 | 16/21 [00:22<00:04, 1.12it/s]Caching latents to disk: 81%|######## | 17/21 [00:23<00:03, 1.14it/s]Caching latents to disk: 81%|######## | 17/21 [00:23<00:03, 1.14it/s]Caching latents to disk: 86%|########5 | 18/21 [00:24<00:02, 1.15it/s]Caching latents to disk: 86%|########5 | 18/21 [00:24<00:02, 1.15it/s]Caching latents to disk: 90%|######### | 19/21 [00:25<00:01, 1.17it/s]Caching latents to disk: 90%|######### | 19/21 [00:25<00:01, 1.17it/s]Caching latents to disk: 95%|#########5| 20/21 [00:25<00:00, 1.17it/s]Caching latents to disk: 95%|#########5| 20/21 [00:25<00:00, 1.17it/s]Caching latents to disk: 100%|##########| 21/21 [00:26<00:00, 1.17it/s]Caching latents to disk: 100%|##########| 21/21 [00:26<00:00, 1.17it/s]Caching latents to disk: 100%|##########| 21/21 [00:26<00:00, 1.28s/it]Caching latents to disk: 100%|##########| 21/21 [00:26<00:00, 1.28s/it]
Caching embeddings and unloading text encoder
***** UNLOADING TEXT ENCODER *****
This will train only with a blank prompt or trigger word, if set
If this is not what you want, remove the unload_text_encoder flag
***********************************
Skipping first sample due to config setting
marianna_f2_11: 0%| | 0/800 [00:00<?, ?it/s]marianna_f2_11: 0%| | 0/800 [00:00<?, ?it/s]marianna_f2_11: 0%| | 0/800 [00:34<?, ?it/s, lr: 1.0e-04 loss: 9.573e-01]marianna_f2_11: 0%| | 0/800 [00:34<?, ?it/s, lr: 1.0e-04 loss: 9.573e-01]marianna_f2_11: 0%| | 0/800 [00:34<?, ?it/s, lr: 1.0e-04 loss: 9.573e-01]marianna_f2_11: 0%| | 0/800 [00:34<?, ?it/s, lr: 1.0e-04 loss: 9.573e-01]marianna_f2_11: 0%| | 0/800 [00:53<?, ?it/s, lr: 1.0e-04 loss: 5.736e-01]marianna_f2_11: 0%| | 0/800 [00:53<?, ?it/s, lr: 1.0e-04 loss: 5.736e-01]marianna_f2_11: 0%| | 1/800 [01:08<15:10:50, 68.40s/it, lr: 1.0e-04 loss: 3.775e-01]marianna_f2_11: 0%| | 1/800 [01:08<15:10:50, 68.40s/it, lr: 1.0e-04 loss: 3.775e-01]marianna_f2_11: 0%| | 2/800 [01:23<9:18:07, 41.96s/it, lr: 1.0e-04 loss: 6.541e-01] marianna_f2_11: 0%| | 2/800 [01:23<9:18:07, 41.96s/it, lr: 1.0e-04 loss: 6.541e-01] marianna_f2_11: 0%| | 3/800 [01:39<7:20:01, 33.13s/it, lr: 1.0e-04 loss: 8.678e-01]marianna_f2_11: 0%| | 3/800 [01:39<7:20:01, 33.13s/it, lr: 1.0e-04 loss: 8.678e-01]marianna_f2_11: 0%| | 4/800 [01:54<6:19:46, 28.63s/it, lr: 1.0e-04 loss: 9.366e-01]marianna_f2_11: 0%| | 4/800 [01:54<6:19:46, 28.63s/it, lr: 1.0e-04 loss: 9.366e-01]marianna_f2_11: 1%| | 5/800 [02:09<5:43:16, 25.91s/it, lr: 1.0e-04 loss: 9.350e-01]marianna_f2_11: 1%| | 5/800 [02:09<5:43:16, 25.91s/it, lr: 1.0e-04 loss: 9.350e-01]marianna_f2_11: 1%| | 6/800 [02:24<5:19:00, 24.11s/it, lr: 1.0e-04 loss: 5.640e-01]marianna_f2_11: 1%| | 6/800 [02:24<5:19:00, 24.11s/it, lr: 1.0e-04 loss: 5.640e-01]marianna_f2_11: 1%| | 7/800 [02:39<5:01:43, 22.83s/it, lr: 1.0e-04 loss: 5.606e-01]marianna_f2_11: 1%| | 7/800 [02:39<5:01:43, 22.83s/it, lr: 1.0e-04 loss: 5.606e-01]marianna_f2_11: 1%|1 | 8/800 [02:55<4:48:52, 21.88s/it, lr: 1.0e-04 loss: 7.246e-03]marianna_f2_11: 1%|1 | 8/800 [02:55<4:48:52, 21.88s/it, lr: 1.0e-04 loss: 7.246e-03]marianna_f2_11: 1%|1 | 9/800 [03:10<4:38:48, 21.15s/it, lr: 1.0e-04 loss: 7.576e-01]marianna_f2_11: 1%|1 | 9/800 [03:10<4:38:48, 21.15s/it, lr: 1.0e-04 loss: 7.576e-01]marianna_f2_11: 1%|1 | 10/800 [03:25<4:30:41, 20.56s/it, lr: 1.0e-04 loss: 4.784e-01]marianna_f2_11: 1%|1 | 10/800 [03:25<4:30:41, 20.56s/it, lr: 1.0e-04 loss: 4.784e-01]marianna_f2_11: 1%|1 | 11/800 [03:40<4:23:52, 20.07s/it, lr: 1.0e-04 loss: 7.461e-01]marianna_f2_11: 1%|1 | 11/800 [03:40<4:23:52, 20.07s/it, lr: 1.0e-04 loss: 7.461e-01]marianna_f2_11: 2%|1 | 12/800 [03:55<4:18:16, 19.67s/it, lr: 1.0e-04 loss: 9.560e-01]marianna_f2_11: 2%|1 | 12/800 [03:55<4:18:16, 19.67s/it, lr: 1.0e-04 loss: 9.560e-01]marianna_f2_11: 2%|1 | 13/800 [04:11<4:13:31, 19.33s/it, lr: 1.0e-04 loss: 2.276e-01]marianna_f2_11: 2%|1 | 13/800 [04:11<4:13:31, 19.33s/it, lr: 1.0e-04 loss: 2.276e-01]marianna_f2_11: 2%|1 | 14/800 [04:26<4:09:34, 19.05s/it, lr: 1.0e-04 loss: 6.395e-01]marianna_f2_11: 2%|1 | 14/800 [04:26<4:09:34, 19.05s/it, lr: 1.0e-04 loss: 6.395e-01]marianna_f2_11: 2%|1 | 15/800 [04:42<4:06:05, 18.81s/it, lr: 1.0e-04 loss: 7.412e-01]marianna_f2_11: 2%|1 | 15/800 [04:42<4:06:05, 18.81s/it, lr: 1.0e-04 loss: 7.412e-01]marianna_f2_11: 2%|2 | 16/800 [04:57<4:02:55, 18.59s/it, lr: 1.0e-04 loss: 2.781e-01]marianna_f2_11: 2%|2 | 16/800 [04:57<4:02:55, 18.59s/it, lr: 1.0e-04 loss: 2.781e-01]marianna_f2_11: 2%|2 | 17/800 [05:12<4:00:03, 18.40s/it, lr: 1.0e-04 loss: 8.015e-01]marianna_f2_11: 2%|2 | 17/800 [05:12<4:00:03, 18.40s/it, lr: 1.0e-04 loss: 8.015e-01]marianna_f2_11: 2%|2 | 18/800 [05:28<3:57:36, 18.23s/it, lr: 1.0e-04 loss: 1.009e+00]marianna_f2_11: 2%|2 | 18/800 [05:28<3:57:36, 18.23s/it, lr: 1.0e-04 loss: 1.009e+00]marianna_f2_11: 2%|2 | 19/800 [05:43<3:55:13, 18.07s/it, lr: 1.0e-04 loss: 3.180e-01]marianna_f2_11: 2%|2 | 19/800 [05:43<3:55:13, 18.07s/it, lr: 1.0e-04 loss: 3.180e-01]marianna_f2_11: 2%|2 | 20/800 [05:58<3:53:04, 17.93s/it, lr: 1.0e-04 loss: 8.277e-01]marianna_f2_11: 2%|2 | 20/800 [05:58<3:53:04, 17.93s/it, lr: 1.0e-04 loss: 8.277e-01]marianna_f2_11: 3%|2 | 21/800 [06:13<3:51:09, 17.80s/it, lr: 1.0e-04 loss: 7.854e-01]marianna_f2_11: 3%|2 | 21/800 [06:13<3:51:09, 17.80s/it, lr: 1.0e-04 loss: 7.854e-01]marianna_f2_11: 3%|2 | 22/800 [06:29<3:49:20, 17.69s/it, lr: 1.0e-04 loss: 8.137e-01]marianna_f2_11: 3%|2 | 22/800 [06:29<3:49:20, 17.69s/it, lr: 1.0e-04 loss: 8.137e-01]marianna_f2_11: 3%|2 | 23/800 [06:44<3:47:38, 17.58s/it, lr: 1.0e-04 loss: 6.436e-01]marianna_f2_11: 3%|2 | 23/800 [06:44<3:47:38, 17.58s/it, lr: 1.0e-04 loss: 6.436e-01]marianna_f2_11: 3%|3 | 24/800 [06:59<3:46:08, 17.49s/it, lr: 1.0e-04 loss: 1.872e-01]marianna_f2_11: 3%|3 | 24/800 [06:59<3:46:08, 17.49s/it, lr: 1.0e-04 loss: 1.872e-01]marianna_f2_11: 3%|3 | 25/800 [07:14<3:44:42, 17.40s/it, lr: 1.0e-04 loss: 5.491e-01]marianna_f2_11: 3%|3 | 25/800 [07:14<3:44:42, 17.40s/it, lr: 1.0e-04 loss: 5.491e-01]marianna_f2_11: 3%|3 | 26/800 [07:30<3:43:18, 17.31s/it, lr: 1.0e-04 loss: 9.559e-01]marianna_f2_11: 3%|3 | 26/800 [07:30<3:43:18, 17.31s/it, lr: 1.0e-04 loss: 9.559e-01]marianna_f2_11: 3%|3 | 27/800 [07:45<3:42:05, 17.24s/it, lr: 1.0e-04 loss: 7.718e-01]marianna_f2_11: 3%|3 | 27/800 [07:45<3:42:05, 17.24s/it, lr: 1.0e-04 loss: 7.718e-01]marianna_f2_11: 4%|3 | 28/800 [08:00<3:40:53, 17.17s/it, lr: 1.0e-04 loss: 3.965e-01]marianna_f2_11: 4%|3 | 28/800 [08:00<3:40:53, 17.17s/it, lr: 1.0e-04 loss: 3.965e-01]marianna_f2_11: 4%|3 | 29/800 [08:15<3:39:42, 17.10s/it, lr: 1.0e-04 loss: 2.373e-01]marianna_f2_11: 4%|3 | 29/800 [08:15<3:39:42, 17.10s/it, lr: 1.0e-04 loss: 2.373e-01]marianna_f2_11: 4%|3 | 30/800 [08:30<3:38:34, 17.03s/it, lr: 1.0e-04 loss: 9.786e-01]marianna_f2_11: 4%|3 | 30/800 [08:30<3:38:34, 17.03s/it, lr: 1.0e-04 loss: 9.786e-01]marianna_f2_11: 4%|3 | 31/800 [08:46<3:37:32, 16.97s/it, lr: 1.0e-04 loss: 8.613e-01]marianna_f2_11: 4%|3 | 31/800 [08:46<3:37:32, 16.97s/it, lr: 1.0e-04 loss: 8.613e-01]marianna_f2_11: 4%|4 | 32/800 [09:01<3:36:34, 16.92s/it, lr: 1.0e-04 loss: 5.350e-01]marianna_f2_11: 4%|4 | 32/800 [09:01<3:36:34, 16.92s/it, lr: 1.0e-04 loss: 5.350e-01]marianna_f2_11: 4%|4 | 33/800 [09:16<3:35:38, 16.87s/it, lr: 1.0e-04 loss: 1.780e-01]marianna_f2_11: 4%|4 | 33/800 [09:16<3:35:38, 16.87s/it, lr: 1.0e-04 loss: 1.780e-01]marianna_f2_11: 4%|4 | 34/800 [09:31<3:34:43, 16.82s/it, lr: 1.0e-04 loss: 1.010e+00]marianna_f2_11: 4%|4 | 34/800 [09:31<3:34:43, 16.82s/it, lr: 1.0e-04 loss: 1.010e+00]marianna_f2_11: 4%|4 | 35/800 [09:47<3:33:55, 16.78s/it, lr: 1.0e-04 loss: 2.691e-01]marianna_f2_11: 4%|4 | 35/800 [09:47<3:33:55, 16.78s/it, lr: 1.0e-04 loss: 2.691e-01]marianna_f2_11: 4%|4 | 36/800 [10:02<3:33:05, 16.74s/it, lr: 1.0e-04 loss: 1.259e-01]marianna_f2_11: 4%|4 | 36/800 [10:02<3:33:05, 16.74s/it, lr: 1.0e-04 loss: 1.259e-01]marianna_f2_11: 5%|4 | 37/800 [10:17<3:32:17, 16.69s/it, lr: 1.0e-04 loss: 6.913e-01]marianna_f2_11: 5%|4 | 37/800 [10:17<3:32:17, 16.69s/it, lr: 1.0e-04 loss: 6.913e-01]marianna_f2_11: 5%|4 | 38/800 [10:32<3:31:29, 16.65s/it, lr: 1.0e-04 loss: 7.139e-01]marianna_f2_11: 5%|4 | 38/800 [10:32<3:31:29, 16.65s/it, lr: 1.0e-04 loss: 7.139e-01]marianna_f2_11: 5%|4 | 39/800 [10:48<3:30:45, 16.62s/it, lr: 1.0e-04 loss: 8.559e-01]marianna_f2_11: 5%|4 | 39/800 [10:48<3:30:45, 16.62s/it, lr: 1.0e-04 loss: 8.559e-01]marianna_f2_11: 5%|5 | 40/800 [11:03<3:30:00, 16.58s/it, lr: 1.0e-04 loss: 7.357e-01]marianna_f2_11: 5%|5 | 40/800 [11:03<3:30:00, 16.58s/it, lr: 1.0e-04 loss: 7.357e-01]marianna_f2_11: 5%|5 | 41/800 [11:18<3:29:18, 16.55s/it, lr: 1.0e-04 loss: 2.308e-01]marianna_f2_11: 5%|5 | 41/800 [11:18<3:29:18, 16.55s/it, lr: 1.0e-04 loss: 2.308e-01]marianna_f2_11: 5%|5 | 42/800 [11:33<3:28:39, 16.52s/it, lr: 1.0e-04 loss: 4.382e-01]marianna_f2_11: 5%|5 | 42/800 [11:33<3:28:39, 16.52s/it, lr: 1.0e-04 loss: 4.382e-01]marianna_f2_11: 5%|5 | 43/800 [11:48<3:28:01, 16.49s/it, lr: 1.0e-04 loss: 8.488e-01]marianna_f2_11: 5%|5 | 43/800 [11:48<3:28:01, 16.49s/it, lr: 1.0e-04 loss: 8.488e-01]marianna_f2_11: 6%|5 | 44/800 [12:04<3:27:23, 16.46s/it, lr: 1.0e-04 loss: 6.223e-01]marianna_f2_11: 6%|5 | 44/800 [12:04<3:27:23, 16.46s/it, lr: 1.0e-04 loss: 6.223e-01]marianna_f2_11: 6%|5 | 45/800 [12:19<3:26:46, 16.43s/it, lr: 1.0e-04 loss: 9.650e-01]marianna_f2_11: 6%|5 | 45/800 [12:19<3:26:46, 16.43s/it, lr: 1.0e-04 loss: 9.650e-01]marianna_f2_11: 6%|5 | 46/800 [12:34<3:26:10, 16.41s/it, lr: 1.0e-04 loss: 6.295e-01]marianna_f2_11: 6%|5 | 46/800 [12:34<3:26:10, 16.41s/it, lr: 1.0e-04 loss: 6.295e-01]marianna_f2_11: 6%|5 | 47/800 [12:49<3:25:34, 16.38s/it, lr: 1.0e-04 loss: 4.823e-01]marianna_f2_11: 6%|5 | 47/800 [12:49<3:25:34, 16.38s/it, lr: 1.0e-04 loss: 4.823e-01]marianna_f2_11: 6%|6 | 48/800 [13:04<3:24:58, 16.35s/it, lr: 1.0e-04 loss: 6.651e-02]marianna_f2_11: 6%|6 | 48/800 [13:04<3:24:58, 16.35s/it, lr: 1.0e-04 loss: 6.651e-02]marianna_f2_11: 6%|6 | 49/800 [13:20<3:24:24, 16.33s/it, lr: 1.0e-04 loss: 8.911e-01]marianna_f2_11: 6%|6 | 49/800 [13:20<3:24:24, 16.33s/it, lr: 1.0e-04 loss: 8.911e-01]marianna_f2_11: 6%|6 | 50/800 [13:35<3:23:52, 16.31s/it, lr: 1.0e-04 loss: 4.265e-01]marianna_f2_11: 6%|6 | 50/800 [13:35<3:23:52, 16.31s/it, lr: 1.0e-04 loss: 4.265e-01]marianna_f2_11: 6%|6 | 51/800 [13:50<3:23:20, 16.29s/it, lr: 1.0e-04 loss: 7.507e-01]marianna_f2_11: 6%|6 | 51/800 [13:50<3:23:20, 16.29s/it, lr: 1.0e-04 loss: 7.507e-01]marianna_f2_11: 6%|6 | 52/800 [14:06<3:22:49, 16.27s/it, lr: 1.0e-04 loss: 3.439e-01]marianna_f2_11: 6%|6 | 52/800 [14:06<3:22:49, 16.27s/it, lr: 1.0e-04 loss: 3.439e-01]marianna_f2_11: 7%|6 | 53/800 [14:21<3:22:20, 16.25s/it, lr: 1.0e-04 loss: 8.036e-01]marianna_f2_11: 7%|6 | 53/800 [14:21<3:22:20, 16.25s/it, lr: 1.0e-04 loss: 8.036e-01]marianna_f2_11: 7%|6 | 54/800 [14:36<3:21:51, 16.23s/it, lr: 1.0e-04 loss: 9.087e-01]marianna_f2_11: 7%|6 | 54/800 [14:36<3:21:51, 16.23s/it, lr: 1.0e-04 loss: 9.087e-01]marianna_f2_11: 7%|6 | 55/800 [14:52<3:21:24, 16.22s/it, lr: 1.0e-04 loss: 1.968e-02]marianna_f2_11: 7%|6 | 55/800 [14:52<3:21:24, 16.22s/it, lr: 1.0e-04 loss: 1.968e-02]marianna_f2_11: 7%|7 | 56/800 [15:07<3:20:56, 16.21s/it, lr: 1.0e-04 loss: 5.771e-01]marianna_f2_11: 7%|7 | 56/800 [15:07<3:20:56, 16.21s/it, lr: 1.0e-04 loss: 5.771e-01]marianna_f2_11: 7%|7 | 57/800 [15:22<3:20:28, 16.19s/it, lr: 1.0e-04 loss: 8.281e-01]marianna_f2_11: 7%|7 | 57/800 [15:22<3:20:28, 16.19s/it, lr: 1.0e-04 loss: 8.281e-01]marianna_f2_11: 7%|7 | 58/800 [15:38<3:20:01, 16.17s/it, lr: 1.0e-04 loss: 7.490e-01]marianna_f2_11: 7%|7 | 58/800 [15:38<3:20:01, 16.17s/it, lr: 1.0e-04 loss: 7.490e-01]marianna_f2_11: 7%|7 | 59/800 [15:53<3:19:31, 16.16s/it, lr: 1.0e-04 loss: 6.593e-02]marianna_f2_11: 7%|7 | 59/800 [15:53<3:19:31, 16.16s/it, lr: 1.0e-04 loss: 6.593e-02]marianna_f2_11: 8%|7 | 60/800 [16:08<3:19:03, 16.14s/it, lr: 1.0e-04 loss: 6.568e-01]marianna_f2_11: 8%|7 | 60/800 [16:08<3:19:03, 16.14s/it, lr: 1.0e-04 loss: 6.568e-01]marianna_f2_11: 8%|7 | 61/800 [16:23<3:18:36, 16.13s/it, lr: 1.0e-04 loss: 9.297e-01]marianna_f2_11: 8%|7 | 61/800 [16:23<3:18:36, 16.13s/it, lr: 1.0e-04 loss: 9.297e-01]marianna_f2_11: 8%|7 | 62/800 [16:38<3:18:09, 16.11s/it, lr: 1.0e-04 loss: 8.143e-01]marianna_f2_11: 8%|7 | 62/800 [16:38<3:18:09, 16.11s/it, lr: 1.0e-04 loss: 8.143e-01]marianna_f2_11: 8%|7 | 63/800 [16:54<3:17:43, 16.10s/it, lr: 1.0e-04 loss: 6.061e-01]marianna_f2_11: 8%|7 | 63/800 [16:54<3:17:43, 16.10s/it, lr: 1.0e-04 loss: 6.061e-01]marianna_f2_11: 8%|8 | 64/800 [17:09<3:17:18, 16.08s/it, lr: 1.0e-04 loss: 5.771e-01]marianna_f2_11: 8%|8 | 64/800 [17:09<3:17:18, 16.08s/it, lr: 1.0e-04 loss: 5.771e-01]marianna_f2_11: 8%|8 | 65/800 [17:24<3:16:50, 16.07s/it, lr: 1.0e-04 loss: 5.575e-01]marianna_f2_11: 8%|8 | 65/800 [17:24<3:16:50, 16.07s/it, lr: 1.0e-04 loss: 5.575e-01]marianna_f2_11: 8%|8 | 66/800 [17:39<3:16:23, 16.05s/it, lr: 1.0e-04 loss: 5.021e-01]marianna_f2_11: 8%|8 | 66/800 [17:39<3:16:23, 16.05s/it, lr: 1.0e-04 loss: 5.021e-01]marianna_f2_11: 8%|8 | 67/800 [17:54<3:16:00, 16.04s/it, lr: 1.0e-04 loss: 6.215e-01]marianna_f2_11: 8%|8 | 67/800 [17:54<3:16:00, 16.04s/it, lr: 1.0e-04 loss: 6.215e-01]marianna_f2_11: 8%|8 | 68/800 [18:10<3:15:35, 16.03s/it, lr: 1.0e-04 loss: 4.290e-01]marianna_f2_11: 8%|8 | 68/800 [18:10<3:15:35, 16.03s/it, lr: 1.0e-04 loss: 4.290e-01]marianna_f2_11: 9%|8 | 69/800 [18:25<3:15:10, 16.02s/it, lr: 1.0e-04 loss: 5.138e-01]marianna_f2_11: 9%|8 | 69/800 [18:25<3:15:10, 16.02s/it, lr: 1.0e-04 loss: 5.138e-01]marianna_f2_11: 9%|8 | 70/800 [18:40<3:14:45, 16.01s/it, lr: 1.0e-04 loss: 9.403e-01]marianna_f2_11: 9%|8 | 70/800 [18:40<3:14:45, 16.01s/it, lr: 1.0e-04 loss: 9.403e-01]marianna_f2_11: 9%|8 | 71/800 [18:55<3:14:21, 16.00s/it, lr: 1.0e-04 loss: 1.002e+00]marianna_f2_11: 9%|8 | 71/800 [18:55<3:14:21, 16.00s/it, lr: 1.0e-04 loss: 1.002e+00]marianna_f2_11: 9%|9 | 72/800 [19:10<3:13:57, 15.99s/it, lr: 1.0e-04 loss: 3.609e-01]marianna_f2_11: 9%|9 | 72/800 [19:10<3:13:57, 15.99s/it, lr: 1.0e-04 loss: 3.609e-01]marianna_f2_11: 9%|9 | 73/800 [19:26<3:13:34, 15.98s/it, lr: 1.0e-04 loss: 3.155e-01]marianna_f2_11: 9%|9 | 73/800 [19:26<3:13:34, 15.98s/it, lr: 1.0e-04 loss: 3.155e-01]marianna_f2_11: 9%|9 | 74/800 [19:41<3:13:11, 15.97s/it, lr: 1.0e-04 loss: 7.453e-01]marianna_f2_11: 9%|9 | 74/800 [19:41<3:13:11, 15.97s/it, lr: 1.0e-04 loss: 7.453e-01]marianna_f2_11: 9%|9 | 75/800 [19:56<3:12:48, 15.96s/it, lr: 1.0e-04 loss: 1.126e-01]marianna_f2_11: 9%|9 | 75/800 [19:56<3:12:48, 15.96s/it, lr: 1.0e-04 loss: 1.126e-01]marianna_f2_11: 10%|9 | 76/800 [20:11<3:12:25, 15.95s/it, lr: 1.0e-04 loss: 3.756e-01]marianna_f2_11: 10%|9 | 76/800 [20:11<3:12:25, 15.95s/it, lr: 1.0e-04 loss: 3.756e-01]marianna_f2_11: 10%|9 | 77/800 [20:27<3:12:05, 15.94s/it, lr: 1.0e-04 loss: 8.844e-02]marianna_f2_11: 10%|9 | 77/800 [20:27<3:12:05, 15.94s/it, lr: 1.0e-04 loss: 8.844e-02]marianna_f2_11: 10%|9 | 78/800 [20:42<3:11:43, 15.93s/it, lr: 1.0e-04 loss: 3.923e-01]marianna_f2_11: 10%|9 | 78/800 [20:42<3:11:43, 15.93s/it, lr: 1.0e-04 loss: 3.923e-01]marianna_f2_11: 10%|9 | 79/800 [20:58<3:11:22, 15.93s/it, lr: 1.0e-04 loss: 6.518e-02]marianna_f2_11: 10%|9 | 79/800 [20:58<3:11:22, 15.93s/it, lr: 1.0e-04 loss: 6.518e-02]marianna_f2_11: 10%|# | 80/800 [21:13<3:11:00, 15.92s/it, lr: 1.0e-04 loss: 8.856e-01]marianna_f2_11: 10%|# | 80/800 [21:13<3:11:00, 15.92s/it, lr: 1.0e-04 loss: 8.856e-01]marianna_f2_11: 10%|# | 81/800 [21:28<3:10:36, 15.91s/it, lr: 1.0e-04 loss: 5.289e-01]marianna_f2_11: 10%|# | 81/800 [21:28<3:10:36, 15.91s/it, lr: 1.0e-04 loss: 5.289e-01]marianna_f2_11: 10%|# | 82/800 [21:43<3:10:16, 15.90s/it, lr: 1.0e-04 loss: 8.889e-01]marianna_f2_11: 10%|# | 82/800 [21:43<3:10:16, 15.90s/it, lr: 1.0e-04 loss: 8.889e-01]marianna_f2_11: 10%|# | 83/800 [21:58<3:09:53, 15.89s/it, lr: 1.0e-04 loss: 7.198e-01]marianna_f2_11: 10%|# | 83/800 [21:58<3:09:53, 15.89s/it, lr: 1.0e-04 loss: 7.198e-01]marianna_f2_11: 10%|# | 84/800 [22:14<3:09:31, 15.88s/it, lr: 1.0e-04 loss: 3.508e-01]marianna_f2_11: 10%|# | 84/800 [22:14<3:09:31, 15.88s/it, lr: 1.0e-04 loss: 3.508e-01]marianna_f2_11: 11%|# | 85/800 [22:29<3:09:09, 15.87s/it, lr: 1.0e-04 loss: 9.483e-01]marianna_f2_11: 11%|# | 85/800 [22:29<3:09:09, 15.87s/it, lr: 1.0e-04 loss: 9.483e-01]marianna_f2_11: 11%|# | 86/800 [22:44<3:08:48, 15.87s/it, lr: 1.0e-04 loss: 6.464e-01]marianna_f2_11: 11%|# | 86/800 [22:44<3:08:48, 15.87s/it, lr: 1.0e-04 loss: 6.464e-01]marianna_f2_11: 11%|# | 87/800 [22:59<3:08:26, 15.86s/it, lr: 1.0e-04 loss: 7.786e-01]marianna_f2_11: 11%|# | 87/800 [22:59<3:08:26, 15.86s/it, lr: 1.0e-04 loss: 7.786e-01]marianna_f2_11: 11%|#1 | 88/800 [23:14<3:08:05, 15.85s/it, lr: 1.0e-04 loss: 9.310e-01]marianna_f2_11: 11%|#1 | 88/800 [23:14<3:08:05, 15.85s/it, lr: 1.0e-04 loss: 9.310e-01]marianna_f2_11: 11%|#1 | 89/800 [23:30<3:07:44, 15.84s/it, lr: 1.0e-04 loss: 5.429e-01]marianna_f2_11: 11%|#1 | 89/800 [23:30<3:07:44, 15.84s/it, lr: 1.0e-04 loss: 5.429e-01]marianna_f2_11: 11%|#1 | 90/800 [23:45<3:07:23, 15.84s/it, lr: 1.0e-04 loss: 8.404e-01]marianna_f2_11: 11%|#1 | 90/800 [23:45<3:07:23, 15.84s/it, lr: 1.0e-04 loss: 8.404e-01]marianna_f2_11: 11%|#1 | 91/800 [24:00<3:07:01, 15.83s/it, lr: 1.0e-04 loss: 7.107e-01]marianna_f2_11: 11%|#1 | 91/800 [24:00<3:07:01, 15.83s/it, lr: 1.0e-04 loss: 7.107e-01]marianna_f2_11: 12%|#1 | 92/800 [24:15<3:06:41, 15.82s/it, lr: 1.0e-04 loss: 7.608e-01]marianna_f2_11: 12%|#1 | 92/800 [24:15<3:06:41, 15.82s/it, lr: 1.0e-04 loss: 7.608e-01]marianna_f2_11: 12%|#1 | 93/800 [24:30<3:06:21, 15.82s/it, lr: 1.0e-04 loss: 4.402e-01]marianna_f2_11: 12%|#1 | 93/800 [24:30<3:06:21, 15.82s/it, lr: 1.0e-04 loss: 4.402e-01]marianna_f2_11: 12%|#1 | 94/800 [24:46<3:06:00, 15.81s/it, lr: 1.0e-04 loss: 8.917e-02]marianna_f2_11: 12%|#1 | 94/800 [24:46<3:06:00, 15.81s/it, lr: 1.0e-04 loss: 8.917e-02]marianna_f2_11: 12%|#1 | 95/800 [25:01<3:05:40, 15.80s/it, lr: 1.0e-04 loss: 5.614e-01]marianna_f2_11: 12%|#1 | 95/800 [25:01<3:05:40, 15.80s/it, lr: 1.0e-04 loss: 5.614e-01]marianna_f2_11: 12%|#2 | 96/800 [25:16<3:05:20, 15.80s/it, lr: 1.0e-04 loss: 7.942e-02]marianna_f2_11: 12%|#2 | 96/800 [25:16<3:05:20, 15.80s/it, lr: 1.0e-04 loss: 7.942e-02]marianna_f2_11: 12%|#2 | 97/800 [25:31<3:04:59, 15.79s/it, lr: 1.0e-04 loss: 1.316e-02]marianna_f2_11: 12%|#2 | 97/800 [25:31<3:04:59, 15.79s/it, lr: 1.0e-04 loss: 1.316e-02]marianna_f2_11: 12%|#2 | 98/800 [25:46<3:04:41, 15.79s/it, lr: 1.0e-04 loss: 6.420e-01]marianna_f2_11: 12%|#2 | 98/800 [25:46<3:04:41, 15.79s/it, lr: 1.0e-04 loss: 6.420e-01]marianna_f2_11: 12%|#2 | 99/800 [26:02<3:04:23, 15.78s/it, lr: 1.0e-04 loss: 4.810e-01]marianna_f2_11: 12%|#2 | 99/800 [26:02<3:04:23, 15.78s/it, lr: 1.0e-04 loss: 4.810e-01]marianna_f2_11: 12%|#2 | 100/800 [26:17<3:04:04, 15.78s/it, lr: 1.0e-04 loss: 8.882e-01]marianna_f2_11: 12%|#2 | 100/800 [26:17<3:04:04, 15.78s/it, lr: 1.0e-04 loss: 8.882e-01]marianna_f2_11: 13%|#2 | 101/800 [26:33<3:03:45, 15.77s/it, lr: 1.0e-04 loss: 9.216e-01]marianna_f2_11: 13%|#2 | 101/800 [26:33<3:03:45, 15.77s/it, lr: 1.0e-04 loss: 9.216e-01]marianna_f2_11: 13%|#2 | 102/800 [26:48<3:03:26, 15.77s/it, lr: 1.0e-04 loss: 4.401e-01]marianna_f2_11: 13%|#2 | 102/800 [26:48<3:03:26, 15.77s/it, lr: 1.0e-04 loss: 4.401e-01]marianna_f2_11: 13%|#2 | 103/800 [27:03<3:03:05, 15.76s/it, lr: 1.0e-04 loss: 2.523e-01]marianna_f2_11: 13%|#2 | 103/800 [27:03<3:03:05, 15.76s/it, lr: 1.0e-04 loss: 2.523e-01]marianna_f2_11: 13%|#3 | 104/800 [27:18<3:02:46, 15.76s/it, lr: 1.0e-04 loss: 7.922e-01]marianna_f2_11: 13%|#3 | 104/800 [27:18<3:02:46, 15.76s/it, lr: 1.0e-04 loss: 7.922e-01]marianna_f2_11: 13%|#3 | 105/800 [27:34<3:02:27, 15.75s/it, lr: 1.0e-04 loss: 8.358e-01]marianna_f2_11: 13%|#3 | 105/800 [27:34<3:02:27, 15.75s/it, lr: 1.0e-04 loss: 8.358e-01]marianna_f2_11: 13%|#3 | 106/800 [27:49<3:02:09, 15.75s/it, lr: 1.0e-04 loss: 8.373e-01]marianna_f2_11: 13%|#3 | 106/800 [27:49<3:02:09, 15.75s/it, lr: 1.0e-04 loss: 8.373e-01]marianna_f2_11: 13%|#3 | 107/800 [28:04<3:01:49, 15.74s/it, lr: 1.0e-04 loss: 6.353e-01]marianna_f2_11: 13%|#3 | 107/800 [28:04<3:01:49, 15.74s/it, lr: 1.0e-04 loss: 6.353e-01]marianna_f2_11: 14%|#3 | 108/800 [28:19<3:01:29, 15.74s/it, lr: 1.0e-04 loss: 5.211e-01]marianna_f2_11: 14%|#3 | 108/800 [28:19<3:01:29, 15.74s/it, lr: 1.0e-04 loss: 5.211e-01]marianna_f2_11: 14%|#3 | 109/800 [28:34<3:01:10, 15.73s/it, lr: 1.0e-04 loss: 9.336e-01]marianna_f2_11: 14%|#3 | 109/800 [28:34<3:01:10, 15.73s/it, lr: 1.0e-04 loss: 9.336e-01]marianna_f2_11: 14%|#3 | 110/800 [28:49<3:00:51, 15.73s/it, lr: 1.0e-04 loss: 7.471e-01]marianna_f2_11: 14%|#3 | 110/800 [28:49<3:00:51, 15.73s/it, lr: 1.0e-04 loss: 7.471e-01]marianna_f2_11: 14%|#3 | 111/800 [29:05<3:00:32, 15.72s/it, lr: 1.0e-04 loss: 3.872e-01]marianna_f2_11: 14%|#3 | 111/800 [29:05<3:00:32, 15.72s/it, lr: 1.0e-04 loss: 3.872e-01]marianna_f2_11: 14%|#4 | 112/800 [29:20<3:00:13, 15.72s/it, lr: 1.0e-04 loss: 9.255e-01]marianna_f2_11: 14%|#4 | 112/800 [29:20<3:00:13, 15.72s/it, lr: 1.0e-04 loss: 9.255e-01]marianna_f2_11: 14%|#4 | 113/800 [29:35<2:59:55, 15.71s/it, lr: 1.0e-04 loss: 8.741e-01]marianna_f2_11: 14%|#4 | 113/800 [29:35<2:59:55, 15.71s/it, lr: 1.0e-04 loss: 8.741e-01]marianna_f2_11: 14%|#4 | 114/800 [29:50<2:59:36, 15.71s/it, lr: 1.0e-04 loss: 4.893e-01]marianna_f2_11: 14%|#4 | 114/800 [29:50<2:59:36, 15.71s/it, lr: 1.0e-04 loss: 4.893e-01]marianna_f2_11: 14%|#4 | 115/800 [30:06<2:59:18, 15.71s/it, lr: 1.0e-04 loss: 1.542e-01]marianna_f2_11: 14%|#4 | 115/800 [30:06<2:59:18, 15.71s/it, lr: 1.0e-04 loss: 1.542e-01]marianna_f2_11: 14%|#4 | 116/800 [30:21<2:59:00, 15.70s/it, lr: 1.0e-04 loss: 3.252e-01]marianna_f2_11: 14%|#4 | 116/800 [30:21<2:59:00, 15.70s/it, lr: 1.0e-04 loss: 3.252e-01]marianna_f2_11: 15%|#4 | 117/800 [30:36<2:58:42, 15.70s/it, lr: 1.0e-04 loss: 6.317e-01]marianna_f2_11: 15%|#4 | 117/800 [30:36<2:58:42, 15.70s/it, lr: 1.0e-04 loss: 6.317e-01]marianna_f2_11: 15%|#4 | 118/800 [30:52<2:58:25, 15.70s/it, lr: 1.0e-04 loss: 8.053e-01]marianna_f2_11: 15%|#4 | 118/800 [30:52<2:58:25, 15.70s/it, lr: 1.0e-04 loss: 8.053e-01]marianna_f2_11: 15%|#4 | 119/800 [31:07<2:58:07, 15.69s/it, lr: 1.0e-04 loss: 7.560e-01]marianna_f2_11: 15%|#4 | 119/800 [31:07<2:58:07, 15.69s/it, lr: 1.0e-04 loss: 7.560e-01]marianna_f2_11: 15%|#5 | 120/800 [31:22<2:57:48, 15.69s/it, lr: 1.0e-04 loss: 5.601e-01]marianna_f2_11: 15%|#5 | 120/800 [31:22<2:57:48, 15.69s/it, lr: 1.0e-04 loss: 5.601e-01]marianna_f2_11: 15%|#5 | 121/800 [31:38<2:57:30, 15.69s/it, lr: 1.0e-04 loss: 1.532e-01]marianna_f2_11: 15%|#5 | 121/800 [31:38<2:57:30, 15.69s/it, lr: 1.0e-04 loss: 1.532e-01]marianna_f2_11: 15%|#5 | 122/800 [31:53<2:57:12, 15.68s/it, lr: 1.0e-04 loss: 5.840e-01]marianna_f2_11: 15%|#5 | 122/800 [31:53<2:57:12, 15.68s/it, lr: 1.0e-04 loss: 5.840e-01]marianna_f2_11: 15%|#5 | 123/800 [32:08<2:56:54, 15.68s/it, lr: 1.0e-04 loss: 7.578e-01]marianna_f2_11: 15%|#5 | 123/800 [32:08<2:56:54, 15.68s/it, lr: 1.0e-04 loss: 7.578e-01]marianna_f2_11: 16%|#5 | 124/800 [32:23<2:56:37, 15.68s/it, lr: 1.0e-04 loss: 5.487e-01]marianna_f2_11: 16%|#5 | 124/800 [32:23<2:56:37, 15.68s/it, lr: 1.0e-04 loss: 5.487e-01]marianna_f2_11: 16%|#5 | 125/800 [32:39<2:56:18, 15.67s/it, lr: 1.0e-04 loss: 4.782e-01]marianna_f2_11: 16%|#5 | 125/800 [32:39<2:56:18, 15.67s/it, lr: 1.0e-04 loss: 4.782e-01]marianna_f2_11: 16%|#5 | 126/800 [32:54<2:56:01, 15.67s/it, lr: 1.0e-04 loss: 8.533e-01]marianna_f2_11: 16%|#5 | 126/800 [32:54<2:56:01, 15.67s/it, lr: 1.0e-04 loss: 8.533e-01]marianna_f2_11: 16%|#5 | 127/800 [33:09<2:55:42, 15.66s/it, lr: 1.0e-04 loss: 7.479e-01]marianna_f2_11: 16%|#5 | 127/800 [33:09<2:55:42, 15.66s/it, lr: 1.0e-04 loss: 7.479e-01]marianna_f2_11: 16%|#6 | 128/800 [33:24<2:55:24, 15.66s/it, lr: 1.0e-04 loss: 7.576e-01]marianna_f2_11: 16%|#6 | 128/800 [33:24<2:55:24, 15.66s/it, lr: 1.0e-04 loss: 7.576e-01]marianna_f2_11: 16%|#6 | 129/800 [33:40<2:55:07, 15.66s/it, lr: 1.0e-04 loss: 2.964e-01]marianna_f2_11: 16%|#6 | 129/800 [33:40<2:55:07, 15.66s/it, lr: 1.0e-04 loss: 2.964e-01]marianna_f2_11: 16%|#6 | 130/800 [33:55<2:54:48, 15.66s/it, lr: 1.0e-04 loss: 3.609e-01]marianna_f2_11: 16%|#6 | 130/800 [33:55<2:54:48, 15.66s/it, lr: 1.0e-04 loss: 3.609e-01]marianna_f2_11: 16%|#6 | 131/800 [34:10<2:54:30, 15.65s/it, lr: 1.0e-04 loss: 9.095e-01]marianna_f2_11: 16%|#6 | 131/800 [34:10<2:54:30, 15.65s/it, lr: 1.0e-04 loss: 9.095e-01]marianna_f2_11: 16%|#6 | 132/800 [34:25<2:54:13, 15.65s/it, lr: 1.0e-04 loss: 8.329e-01]marianna_f2_11: 16%|#6 | 132/800 [34:25<2:54:13, 15.65s/it, lr: 1.0e-04 loss: 8.329e-01]marianna_f2_11: 17%|#6 | 133/800 [34:40<2:53:54, 15.64s/it, lr: 1.0e-04 loss: 8.956e-01]marianna_f2_11: 17%|#6 | 133/800 [34:40<2:53:54, 15.64s/it, lr: 1.0e-04 loss: 8.956e-01]marianna_f2_11: 17%|#6 | 134/800 [34:55<2:53:36, 15.64s/it, lr: 1.0e-04 loss: 5.993e-01]marianna_f2_11: 17%|#6 | 134/800 [34:55<2:53:36, 15.64s/it, lr: 1.0e-04 loss: 5.993e-01]marianna_f2_11: 17%|#6 | 135/800 [35:10<2:53:18, 15.64s/it, lr: 1.0e-04 loss: 8.077e-01]marianna_f2_11: 17%|#6 | 135/800 [35:10<2:53:18, 15.64s/it, lr: 1.0e-04 loss: 8.077e-01]marianna_f2_11: 17%|#7 | 136/800 [35:26<2:53:00, 15.63s/it, lr: 1.0e-04 loss: 6.371e-01]marianna_f2_11: 17%|#7 | 136/800 [35:26<2:53:00, 15.63s/it, lr: 1.0e-04 loss: 6.371e-01]marianna_f2_11: 17%|#7 | 137/800 [35:41<2:52:42, 15.63s/it, lr: 1.0e-04 loss: 2.973e-01]marianna_f2_11: 17%|#7 | 137/800 [35:41<2:52:42, 15.63s/it, lr: 1.0e-04 loss: 2.973e-01]marianna_f2_11: 17%|#7 | 138/800 [35:56<2:52:24, 15.63s/it, lr: 1.0e-04 loss: 2.304e-01]marianna_f2_11: 17%|#7 | 138/800 [35:56<2:52:24, 15.63s/it, lr: 1.0e-04 loss: 2.304e-01]marianna_f2_11: 17%|#7 | 139/800 [36:12<2:52:08, 15.63s/it, lr: 1.0e-04 loss: 7.242e-01]marianna_f2_11: 17%|#7 | 139/800 [36:12<2:52:08, 15.63s/it, lr: 1.0e-04 loss: 7.242e-01]marianna_f2_11: 18%|#7 | 140/800 [36:27<2:51:51, 15.62s/it, lr: 1.0e-04 loss: 6.604e-01]marianna_f2_11: 18%|#7 | 140/800 [36:27<2:51:51, 15.62s/it, lr: 1.0e-04 loss: 6.604e-01]marianna_f2_11: 18%|#7 | 141/800 [36:42<2:51:34, 15.62s/it, lr: 1.0e-04 loss: 1.995e-01]marianna_f2_11: 18%|#7 | 141/800 [36:42<2:51:34, 15.62s/it, lr: 1.0e-04 loss: 1.995e-01]marianna_f2_11: 18%|#7 | 142/800 [36:57<2:51:15, 15.62s/it, lr: 1.0e-04 loss: 2.515e-01]marianna_f2_11: 18%|#7 | 142/800 [36:57<2:51:15, 15.62s/it, lr: 1.0e-04 loss: 2.515e-01]marianna_f2_11: 18%|#7 | 143/800 [37:12<2:50:58, 15.61s/it, lr: 1.0e-04 loss: 5.201e-01]marianna_f2_11: 18%|#7 | 143/800 [37:12<2:50:58, 15.61s/it, lr: 1.0e-04 loss: 5.201e-01]marianna_f2_11: 18%|#8 | 144/800 [37:28<2:50:41, 15.61s/it, lr: 1.0e-04 loss: 6.664e-01]marianna_f2_11: 18%|#8 | 144/800 [37:28<2:50:41, 15.61s/it, lr: 1.0e-04 loss: 6.664e-01]marianna_f2_11: 18%|#8 | 145/800 [37:43<2:50:23, 15.61s/it, lr: 1.0e-04 loss: 4.397e-01]marianna_f2_11: 18%|#8 | 145/800 [37:43<2:50:23, 15.61s/it, lr: 1.0e-04 loss: 4.397e-01]marianna_f2_11: 18%|#8 | 146/800 [37:58<2:50:06, 15.61s/it, lr: 1.0e-04 loss: 6.836e-01]marianna_f2_11: 18%|#8 | 146/800 [37:58<2:50:06, 15.61s/it, lr: 1.0e-04 loss: 6.836e-01]marianna_f2_11: 18%|#8 | 147/800 [38:13<2:49:49, 15.60s/it, lr: 1.0e-04 loss: 5.010e-02]marianna_f2_11: 18%|#8 | 147/800 [38:13<2:49:49, 15.60s/it, lr: 1.0e-04 loss: 5.010e-02]marianna_f2_11: 18%|#8 | 148/800 [38:28<2:49:31, 15.60s/it, lr: 1.0e-04 loss: 5.700e-01]marianna_f2_11: 18%|#8 | 148/800 [38:28<2:49:31, 15.60s/it, lr: 1.0e-04 loss: 5.700e-01]marianna_f2_11: 19%|#8 | 149/800 [38:44<2:49:14, 15.60s/it, lr: 1.0e-04 loss: 8.295e-01]marianna_f2_11: 19%|#8 | 149/800 [38:44<2:49:14, 15.60s/it, lr: 1.0e-04 loss: 8.295e-01]marianna_f2_11: 19%|#8 | 150/800 [38:59<2:48:57, 15.60s/it, lr: 1.0e-04 loss: 5.580e-01]marianna_f2_11: 19%|#8 | 150/800 [38:59<2:48:57, 15.60s/it, lr: 1.0e-04 loss: 5.580e-01]marianna_f2_11: 19%|#8 | 151/800 [39:14<2:48:39, 15.59s/it, lr: 1.0e-04 loss: 8.828e-01]marianna_f2_11: 19%|#8 | 151/800 [39:14<2:48:39, 15.59s/it, lr: 1.0e-04 loss: 8.828e-01]marianna_f2_11: 19%|#9 | 152/800 [39:29<2:48:21, 15.59s/it, lr: 1.0e-04 loss: 3.914e-01]marianna_f2_11: 19%|#9 | 152/800 [39:29<2:48:21, 15.59s/it, lr: 1.0e-04 loss: 3.914e-01]marianna_f2_11: 19%|#9 | 153/800 [39:44<2:48:03, 15.59s/it, lr: 1.0e-04 loss: 6.922e-01]marianna_f2_11: 19%|#9 | 153/800 [39:44<2:48:03, 15.59s/it, lr: 1.0e-04 loss: 6.922e-01]marianna_f2_11: 19%|#9 | 154/800 [39:59<2:47:45, 15.58s/it, lr: 1.0e-04 loss: 5.650e-01]marianna_f2_11: 19%|#9 | 154/800 [39:59<2:47:45, 15.58s/it, lr: 1.0e-04 loss: 5.650e-01]marianna_f2_11: 19%|#9 | 155/800 [40:14<2:47:28, 15.58s/it, lr: 1.0e-04 loss: 1.745e-01]marianna_f2_11: 19%|#9 | 155/800 [40:14<2:47:28, 15.58s/it, lr: 1.0e-04 loss: 1.745e-01]marianna_f2_11: 20%|#9 | 156/800 [40:30<2:47:11, 15.58s/it, lr: 1.0e-04 loss: 6.008e-01]marianna_f2_11: 20%|#9 | 156/800 [40:30<2:47:11, 15.58s/it, lr: 1.0e-04 loss: 6.008e-01]marianna_f2_11: 20%|#9 | 157/800 [40:45<2:46:54, 15.57s/it, lr: 1.0e-04 loss: 6.968e-01]marianna_f2_11: 20%|#9 | 157/800 [40:45<2:46:54, 15.57s/it, lr: 1.0e-04 loss: 6.968e-01]marianna_f2_11: 20%|#9 | 158/800 [41:00<2:46:37, 15.57s/it, lr: 1.0e-04 loss: 8.760e-01]marianna_f2_11: 20%|#9 | 158/800 [41:00<2:46:37, 15.57s/it, lr: 1.0e-04 loss: 8.760e-01]marianna_f2_11: 20%|#9 | 159/800 [41:15<2:46:20, 15.57s/it, lr: 1.0e-04 loss: 8.882e-01]marianna_f2_11: 20%|#9 | 159/800 [41:15<2:46:20, 15.57s/it, lr: 1.0e-04 loss: 8.882e-01]marianna_f2_11: 20%|## | 160/800 [41:30<2:46:03, 15.57s/it, lr: 1.0e-04 loss: 6.148e-01]marianna_f2_11: 20%|## | 160/800 [41:30<2:46:03, 15.57s/it, lr: 1.0e-04 loss: 6.148e-01]marianna_f2_11: 20%|## | 161/800 [41:46<2:45:47, 15.57s/it, lr: 1.0e-04 loss: 6.919e-01]marianna_f2_11: 20%|## | 161/800 [41:46<2:45:47, 15.57s/it, lr: 1.0e-04 loss: 6.919e-01]marianna_f2_11: 20%|## | 162/800 [42:01<2:45:30, 15.57s/it, lr: 1.0e-04 loss: 4.833e-01]marianna_f2_11: 20%|## | 162/800 [42:01<2:45:30, 15.57s/it, lr: 1.0e-04 loss: 4.833e-01]marianna_f2_11: 20%|## | 163/800 [42:16<2:45:14, 15.56s/it, lr: 1.0e-04 loss: 8.076e-01]marianna_f2_11: 20%|## | 163/800 [42:16<2:45:14, 15.56s/it, lr: 1.0e-04 loss: 8.076e-01]marianna_f2_11: 20%|## | 164/800 [42:32<2:44:57, 15.56s/it, lr: 1.0e-04 loss: 5.146e-01]marianna_f2_11: 20%|## | 164/800 [42:32<2:44:57, 15.56s/it, lr: 1.0e-04 loss: 5.146e-01]marianna_f2_11: 21%|## | 165/800 [42:47<2:44:41, 15.56s/it, lr: 1.0e-04 loss: 1.271e-01]marianna_f2_11: 21%|## | 165/800 [42:47<2:44:41, 15.56s/it, lr: 1.0e-04 loss: 1.271e-01]marianna_f2_11: 21%|## | 166/800 [43:02<2:44:25, 15.56s/it, lr: 1.0e-04 loss: 1.160e-01]marianna_f2_11: 21%|## | 166/800 [43:02<2:44:25, 15.56s/it, lr: 1.0e-04 loss: 1.160e-01]marianna_f2_11: 21%|## | 167/800 [43:18<2:44:07, 15.56s/it, lr: 1.0e-04 loss: 6.034e-01]marianna_f2_11: 21%|## | 167/800 [43:18<2:44:07, 15.56s/it, lr: 1.0e-04 loss: 6.034e-01]marianna_f2_11: 21%|##1 | 168/800 [43:33<2:43:51, 15.56s/it, lr: 1.0e-04 loss: 6.909e-01]marianna_f2_11: 21%|##1 | 168/800 [43:33<2:43:51, 15.56s/it, lr: 1.0e-04 loss: 6.909e-01]marianna_f2_11: 21%|##1 | 169/800 [43:48<2:43:34, 15.55s/it, lr: 1.0e-04 loss: 8.970e-01]marianna_f2_11: 21%|##1 | 169/800 [43:48<2:43:34, 15.55s/it, lr: 1.0e-04 loss: 8.970e-01]marianna_f2_11: 21%|##1 | 170/800 [44:03<2:43:16, 15.55s/it, lr: 1.0e-04 loss: 4.389e-01]marianna_f2_11: 21%|##1 | 170/800 [44:03<2:43:16, 15.55s/it, lr: 1.0e-04 loss: 4.389e-01]marianna_f2_11: 21%|##1 | 171/800 [44:18<2:43:00, 15.55s/it, lr: 1.0e-04 loss: 6.581e-01]marianna_f2_11: 21%|##1 | 171/800 [44:18<2:43:00, 15.55s/it, lr: 1.0e-04 loss: 6.581e-01]marianna_f2_11: 22%|##1 | 172/800 [44:34<2:42:44, 15.55s/it, lr: 1.0e-04 loss: 5.819e-01]marianna_f2_11: 22%|##1 | 172/800 [44:34<2:42:44, 15.55s/it, lr: 1.0e-04 loss: 5.819e-01]marianna_f2_11: 22%|##1 | 173/800 [44:49<2:42:27, 15.55s/it, lr: 1.0e-04 loss: 8.092e-01]marianna_f2_11: 22%|##1 | 173/800 [44:49<2:42:27, 15.55s/it, lr: 1.0e-04 loss: 8.092e-01]marianna_f2_11: 22%|##1 | 174/800 [45:04<2:42:09, 15.54s/it, lr: 1.0e-04 loss: 6.865e-01]marianna_f2_11: 22%|##1 | 174/800 [45:04<2:42:09, 15.54s/it, lr: 1.0e-04 loss: 6.865e-01]marianna_f2_11: 22%|##1 | 175/800 [45:19<2:41:53, 15.54s/it, lr: 1.0e-04 loss: 7.447e-02]marianna_f2_11: 22%|##1 | 175/800 [45:19<2:41:53, 15.54s/it, lr: 1.0e-04 loss: 7.447e-02]marianna_f2_11: 22%|##2 | 176/800 [45:34<2:41:36, 15.54s/it, lr: 1.0e-04 loss: 6.990e-01]marianna_f2_11: 22%|##2 | 176/800 [45:34<2:41:36, 15.54s/it, lr: 1.0e-04 loss: 6.990e-01]marianna_f2_11: 22%|##2 | 177/800 [45:50<2:41:19, 15.54s/it, lr: 1.0e-04 loss: 6.649e-01]marianna_f2_11: 22%|##2 | 177/800 [45:50<2:41:19, 15.54s/it, lr: 1.0e-04 loss: 6.649e-01]marianna_f2_11: 22%|##2 | 178/800 [46:05<2:41:02, 15.54s/it, lr: 1.0e-04 loss: 6.443e-01]marianna_f2_11: 22%|##2 | 178/800 [46:05<2:41:02, 15.54s/it, lr: 1.0e-04 loss: 6.443e-01]marianna_f2_11: 22%|##2 | 179/800 [46:20<2:40:46, 15.53s/it, lr: 1.0e-04 loss: 7.240e-01]marianna_f2_11: 22%|##2 | 179/800 [46:20<2:40:46, 15.53s/it, lr: 1.0e-04 loss: 7.240e-01]marianna_f2_11: 22%|##2 | 180/800 [46:35<2:40:29, 15.53s/it, lr: 1.0e-04 loss: 7.278e-01]marianna_f2_11: 22%|##2 | 180/800 [46:35<2:40:29, 15.53s/it, lr: 1.0e-04 loss: 7.278e-01]marianna_f2_11: 23%|##2 | 181/800 [46:50<2:40:12, 15.53s/it, lr: 1.0e-04 loss: 8.888e-01]marianna_f2_11: 23%|##2 | 181/800 [46:50<2:40:12, 15.53s/it, lr: 1.0e-04 loss: 8.888e-01]marianna_f2_11: 23%|##2 | 182/800 [47:05<2:39:55, 15.53s/it, lr: 1.0e-04 loss: 6.853e-01]marianna_f2_11: 23%|##2 | 182/800 [47:05<2:39:55, 15.53s/it, lr: 1.0e-04 loss: 6.853e-01]marianna_f2_11: 23%|##2 | 183/800 [47:21<2:39:39, 15.53s/it, lr: 1.0e-04 loss: 2.072e-01]marianna_f2_11: 23%|##2 | 183/800 [47:21<2:39:39, 15.53s/it, lr: 1.0e-04 loss: 2.072e-01]marianna_f2_11: 23%|##3 | 184/800 [47:36<2:39:22, 15.52s/it, lr: 1.0e-04 loss: 6.398e-01]marianna_f2_11: 23%|##3 | 184/800 [47:36<2:39:22, 15.52s/it, lr: 1.0e-04 loss: 6.398e-01]marianna_f2_11: 23%|##3 | 185/800 [47:51<2:39:06, 15.52s/it, lr: 1.0e-04 loss: 9.186e-01]marianna_f2_11: 23%|##3 | 185/800 [47:51<2:39:06, 15.52s/it, lr: 1.0e-04 loss: 9.186e-01]marianna_f2_11: 23%|##3 | 186/800 [48:06<2:38:49, 15.52s/it, lr: 1.0e-04 loss: 8.022e-01]marianna_f2_11: 23%|##3 | 186/800 [48:06<2:38:49, 15.52s/it, lr: 1.0e-04 loss: 8.022e-01]marianna_f2_11: 23%|##3 | 187/800 [48:22<2:38:33, 15.52s/it, lr: 1.0e-04 loss: 8.014e-01]marianna_f2_11: 23%|##3 | 187/800 [48:22<2:38:33, 15.52s/it, lr: 1.0e-04 loss: 8.014e-01]marianna_f2_11: 24%|##3 | 188/800 [48:37<2:38:17, 15.52s/it, lr: 1.0e-04 loss: 2.960e-01]marianna_f2_11: 24%|##3 | 188/800 [48:37<2:38:17, 15.52s/it, lr: 1.0e-04 loss: 2.960e-01]marianna_f2_11: 24%|##3 | 189/800 [48:52<2:38:00, 15.52s/it, lr: 1.0e-04 loss: 9.103e-01]marianna_f2_11: 24%|##3 | 189/800 [48:52<2:38:00, 15.52s/it, lr: 1.0e-04 loss: 9.103e-01]marianna_f2_11: 24%|##3 | 190/800 [49:07<2:37:44, 15.52s/it, lr: 1.0e-04 loss: 5.035e-01]marianna_f2_11: 24%|##3 | 190/800 [49:07<2:37:44, 15.52s/it, lr: 1.0e-04 loss: 5.035e-01]marianna_f2_11: 24%|##3 | 191/800 [49:23<2:37:27, 15.51s/it, lr: 1.0e-04 loss: 4.931e-01]marianna_f2_11: 24%|##3 | 191/800 [49:23<2:37:27, 15.51s/it, lr: 1.0e-04 loss: 4.931e-01]marianna_f2_11: 24%|##4 | 192/800 [49:38<2:37:11, 15.51s/it, lr: 1.0e-04 loss: 6.051e-01]marianna_f2_11: 24%|##4 | 192/800 [49:38<2:37:11, 15.51s/it, lr: 1.0e-04 loss: 6.051e-01]marianna_f2_11: 24%|##4 | 193/800 [49:53<2:36:55, 15.51s/it, lr: 1.0e-04 loss: 6.159e-01]marianna_f2_11: 24%|##4 | 193/800 [49:53<2:36:55, 15.51s/it, lr: 1.0e-04 loss: 6.159e-01]marianna_f2_11: 24%|##4 | 194/800 [50:08<2:36:38, 15.51s/it, lr: 1.0e-04 loss: 8.521e-01]marianna_f2_11: 24%|##4 | 194/800 [50:08<2:36:38, 15.51s/it, lr: 1.0e-04 loss: 8.521e-01]marianna_f2_11: 24%|##4 | 195/800 [50:23<2:36:21, 15.51s/it, lr: 1.0e-04 loss: 3.242e-01]marianna_f2_11: 24%|##4 | 195/800 [50:23<2:36:21, 15.51s/it, lr: 1.0e-04 loss: 3.242e-01]marianna_f2_11: 24%|##4 | 196/800 [50:39<2:36:05, 15.51s/it, lr: 1.0e-04 loss: 1.088e-01]marianna_f2_11: 24%|##4 | 196/800 [50:39<2:36:05, 15.51s/it, lr: 1.0e-04 loss: 1.088e-01]marianna_f2_11: 25%|##4 | 197/800 [50:54<2:35:48, 15.50s/it, lr: 1.0e-04 loss: 2.451e-01]marianna_f2_11: 25%|##4 | 197/800 [50:54<2:35:48, 15.50s/it, lr: 1.0e-04 loss: 2.451e-01]marianna_f2_11: 25%|##4 | 198/800 [51:09<2:35:32, 15.50s/it, lr: 1.0e-04 loss: 8.968e-01]marianna_f2_11: 25%|##4 | 198/800 [51:09<2:35:32, 15.50s/it, lr: 1.0e-04 loss: 8.968e-01]marianna_f2_11: 25%|##4 | 199/800 [51:24<2:35:15, 15.50s/it, lr: 1.0e-04 loss: 1.103e-01]marianna_f2_11: 25%|##4 | 199/800 [51:24<2:35:15, 15.50s/it, lr: 1.0e-04 loss: 1.103e-01]marianna_f2_11: 25%|##5 | 200/800 [51:39<2:34:58, 15.50s/it, lr: 1.0e-04 loss: 6.006e-01]marianna_f2_11: 25%|##5 | 200/800 [51:39<2:34:58, 15.50s/it, lr: 1.0e-04 loss: 6.006e-01]marianna_f2_11: 25%|##5 | 201/800 [51:54<2:34:42, 15.50s/it, lr: 1.0e-04 loss: 6.794e-01]marianna_f2_11: 25%|##5 | 201/800 [51:54<2:34:42, 15.50s/it, lr: 1.0e-04 loss: 6.794e-01]marianna_f2_11: 25%|##5 | 202/800 [52:10<2:34:26, 15.50s/it, lr: 1.0e-04 loss: 8.415e-01]marianna_f2_11: 25%|##5 | 202/800 [52:10<2:34:26, 15.50s/it, lr: 1.0e-04 loss: 8.415e-01]marianna_f2_11: 25%|##5 | 203/800 [52:25<2:34:10, 15.49s/it, lr: 1.0e-04 loss: 6.046e-01]marianna_f2_11: 25%|##5 | 203/800 [52:25<2:34:10, 15.49s/it, lr: 1.0e-04 loss: 6.046e-01]marianna_f2_11: 26%|##5 | 204/800 [52:40<2:33:54, 15.49s/it, lr: 1.0e-04 loss: 3.891e-01]marianna_f2_11: 26%|##5 | 204/800 [52:40<2:33:54, 15.49s/it, lr: 1.0e-04 loss: 3.891e-01]marianna_f2_11: 26%|##5 | 205/800 [52:55<2:33:37, 15.49s/it, lr: 1.0e-04 loss: 5.728e-01]marianna_f2_11: 26%|##5 | 205/800 [52:55<2:33:37, 15.49s/it, lr: 1.0e-04 loss: 5.728e-01]marianna_f2_11: 26%|##5 | 206/800 [53:11<2:33:21, 15.49s/it, lr: 1.0e-04 loss: 6.449e-01]marianna_f2_11: 26%|##5 | 206/800 [53:11<2:33:21, 15.49s/it, lr: 1.0e-04 loss: 6.449e-01]marianna_f2_11: 26%|##5 | 207/800 [53:26<2:33:05, 15.49s/it, lr: 1.0e-04 loss: 8.203e-01]marianna_f2_11: 26%|##5 | 207/800 [53:26<2:33:05, 15.49s/it, lr: 1.0e-04 loss: 8.203e-01]marianna_f2_11: 26%|##6 | 208/800 [53:41<2:32:49, 15.49s/it, lr: 1.0e-04 loss: 3.820e-01]marianna_f2_11: 26%|##6 | 208/800 [53:41<2:32:49, 15.49s/it, lr: 1.0e-04 loss: 3.820e-01]marianna_f2_11: 26%|##6 | 209/800 [53:56<2:32:32, 15.49s/it, lr: 1.0e-04 loss: 2.753e-02]marianna_f2_11: 26%|##6 | 209/800 [53:56<2:32:32, 15.49s/it, lr: 1.0e-04 loss: 2.753e-02]marianna_f2_11: 26%|##6 | 210/800 [54:12<2:32:17, 15.49s/it, lr: 1.0e-04 loss: 4.937e-01]marianna_f2_11: 26%|##6 | 210/800 [54:12<2:32:17, 15.49s/it, lr: 1.0e-04 loss: 4.937e-01]marianna_f2_11: 26%|##6 | 211/800 [54:27<2:32:00, 15.49s/it, lr: 1.0e-04 loss: 5.987e-01]marianna_f2_11: 26%|##6 | 211/800 [54:27<2:32:00, 15.49s/it, lr: 1.0e-04 loss: 5.987e-01]marianna_f2_11: 26%|##6 | 212/800 [54:42<2:31:44, 15.48s/it, lr: 1.0e-04 loss: 3.753e-01]marianna_f2_11: 26%|##6 | 212/800 [54:42<2:31:44, 15.48s/it, lr: 1.0e-04 loss: 3.753e-01]marianna_f2_11: 27%|##6 | 213/800 [54:57<2:31:28, 15.48s/it, lr: 1.0e-04 loss: 8.447e-01]marianna_f2_11: 27%|##6 | 213/800 [54:57<2:31:28, 15.48s/it, lr: 1.0e-04 loss: 8.447e-01]marianna_f2_11: 27%|##6 | 214/800 [55:12<2:31:11, 15.48s/it, lr: 1.0e-04 loss: 8.792e-01]marianna_f2_11: 27%|##6 | 214/800 [55:12<2:31:11, 15.48s/it, lr: 1.0e-04 loss: 8.792e-01]marianna_f2_11: 27%|##6 | 215/800 [55:28<2:30:55, 15.48s/it, lr: 1.0e-04 loss: 7.981e-01]marianna_f2_11: 27%|##6 | 215/800 [55:28<2:30:55, 15.48s/it, lr: 1.0e-04 loss: 7.981e-01]marianna_f2_11: 27%|##7 | 216/800 [55:43<2:30:39, 15.48s/it, lr: 1.0e-04 loss: 9.919e-01]marianna_f2_11: 27%|##7 | 216/800 [55:43<2:30:39, 15.48s/it, lr: 1.0e-04 loss: 9.919e-01]marianna_f2_11: 27%|##7 | 217/800 [55:58<2:30:23, 15.48s/it, lr: 1.0e-04 loss: 5.518e-01]marianna_f2_11: 27%|##7 | 217/800 [55:58<2:30:23, 15.48s/it, lr: 1.0e-04 loss: 5.518e-01]marianna_f2_11: 27%|##7 | 218/800 [56:13<2:30:07, 15.48s/it, lr: 1.0e-04 loss: 8.030e-01]marianna_f2_11: 27%|##7 | 218/800 [56:13<2:30:07, 15.48s/it, lr: 1.0e-04 loss: 8.030e-01]marianna_f2_11: 27%|##7 | 219/800 [56:29<2:29:51, 15.48s/it, lr: 1.0e-04 loss: 2.714e-01]marianna_f2_11: 27%|##7 | 219/800 [56:29<2:29:51, 15.48s/it, lr: 1.0e-04 loss: 2.714e-01]marianna_f2_11: 28%|##7 | 220/800 [56:44<2:29:35, 15.47s/it, lr: 1.0e-04 loss: 5.711e-01]marianna_f2_11: 28%|##7 | 220/800 [56:44<2:29:35, 15.47s/it, lr: 1.0e-04 loss: 5.711e-01]marianna_f2_11: 28%|##7 | 221/800 [56:59<2:29:18, 15.47s/it, lr: 1.0e-04 loss: 8.003e-01]marianna_f2_11: 28%|##7 | 221/800 [56:59<2:29:18, 15.47s/it, lr: 1.0e-04 loss: 8.003e-01]marianna_f2_11: 28%|##7 | 222/800 [57:14<2:29:02, 15.47s/it, lr: 1.0e-04 loss: 7.057e-01]marianna_f2_11: 28%|##7 | 222/800 [57:14<2:29:02, 15.47s/it, lr: 1.0e-04 loss: 7.057e-01]marianna_f2_11: 28%|##7 | 223/800 [57:29<2:28:46, 15.47s/it, lr: 1.0e-04 loss: 7.250e-01]marianna_f2_11: 28%|##7 | 223/800 [57:29<2:28:46, 15.47s/it, lr: 1.0e-04 loss: 7.250e-01]marianna_f2_11: 28%|##8 | 224/800 [57:45<2:28:30, 15.47s/it, lr: 1.0e-04 loss: 5.316e-01]marianna_f2_11: 28%|##8 | 224/800 [57:45<2:28:30, 15.47s/it, lr: 1.0e-04 loss: 5.316e-01]marianna_f2_11: 28%|##8 | 225/800 [58:00<2:28:14, 15.47s/it, lr: 1.0e-04 loss: 1.454e-01]marianna_f2_11: 28%|##8 | 225/800 [58:00<2:28:14, 15.47s/it, lr: 1.0e-04 loss: 1.454e-01]marianna_f2_11: 28%|##8 | 226/800 [58:15<2:27:58, 15.47s/it, lr: 1.0e-04 loss: 6.702e-01]marianna_f2_11: 28%|##8 | 226/800 [58:15<2:27:58, 15.47s/it, lr: 1.0e-04 loss: 6.702e-01]marianna_f2_11: 28%|##8 | 227/800 [58:30<2:27:41, 15.47s/it, lr: 1.0e-04 loss: 7.217e-02]marianna_f2_11: 28%|##8 | 227/800 [58:30<2:27:41, 15.47s/it, lr: 1.0e-04 loss: 7.217e-02]marianna_f2_11: 28%|##8 | 228/800 [58:46<2:27:26, 15.47s/it, lr: 1.0e-04 loss: 7.861e-01]marianna_f2_11: 28%|##8 | 228/800 [58:46<2:27:26, 15.47s/it, lr: 1.0e-04 loss: 7.861e-01]marianna_f2_11: 29%|##8 | 229/800 [59:01<2:27:10, 15.46s/it, lr: 1.0e-04 loss: 1.341e-01]marianna_f2_11: 29%|##8 | 229/800 [59:01<2:27:10, 15.46s/it, lr: 1.0e-04 loss: 1.341e-01]marianna_f2_11: 29%|##8 | 230/800 [59:16<2:26:54, 15.46s/it, lr: 1.0e-04 loss: 7.979e-01]marianna_f2_11: 29%|##8 | 230/800 [59:16<2:26:54, 15.46s/it, lr: 1.0e-04 loss: 7.979e-01]marianna_f2_11: 29%|##8 | 231/800 [59:32<2:26:38, 15.46s/it, lr: 1.0e-04 loss: 5.850e-01]marianna_f2_11: 29%|##8 | 231/800 [59:32<2:26:38, 15.46s/it, lr: 1.0e-04 loss: 5.850e-01]marianna_f2_11: 29%|##9 | 232/800 [59:47<2:26:22, 15.46s/it, lr: 1.0e-04 loss: 4.674e-01]marianna_f2_11: 29%|##9 | 232/800 [59:47<2:26:22, 15.46s/it, lr: 1.0e-04 loss: 4.674e-01]marianna_f2_11: 29%|##9 | 233/800 [1:00:02<2:26:06, 15.46s/it, lr: 1.0e-04 loss: 2.326e-01]marianna_f2_11: 29%|##9 | 233/800 [1:00:02<2:26:06, 15.46s/it, lr: 1.0e-04 loss: 2.326e-01]marianna_f2_11: 29%|##9 | 234/800 [1:00:17<2:25:50, 15.46s/it, lr: 1.0e-04 loss: 4.106e-01]marianna_f2_11: 29%|##9 | 234/800 [1:00:17<2:25:50, 15.46s/it, lr: 1.0e-04 loss: 4.106e-01]marianna_f2_11: 29%|##9 | 235/800 [1:00:32<2:25:34, 15.46s/it, lr: 1.0e-04 loss: 3.091e-01]marianna_f2_11: 29%|##9 | 235/800 [1:00:32<2:25:34, 15.46s/it, lr: 1.0e-04 loss: 3.091e-01]marianna_f2_11: 30%|##9 | 236/800 [1:00:48<2:25:18, 15.46s/it, lr: 1.0e-04 loss: 6.486e-01]marianna_f2_11: 30%|##9 | 236/800 [1:00:48<2:25:18, 15.46s/it, lr: 1.0e-04 loss: 6.486e-01]marianna_f2_11: 30%|##9 | 237/800 [1:01:03<2:25:02, 15.46s/it, lr: 1.0e-04 loss: 1.992e-01]marianna_f2_11: 30%|##9 | 237/800 [1:01:03<2:25:02, 15.46s/it, lr: 1.0e-04 loss: 1.992e-01]marianna_f2_11: 30%|##9 | 238/800 [1:01:18<2:24:46, 15.46s/it, lr: 1.0e-04 loss: 3.061e-01]marianna_f2_11: 30%|##9 | 238/800 [1:01:18<2:24:46, 15.46s/it, lr: 1.0e-04 loss: 3.061e-01]marianna_f2_11: 30%|##9 | 239/800 [1:01:34<2:24:30, 15.46s/it, lr: 1.0e-04 loss: 6.018e-01]marianna_f2_11: 30%|##9 | 239/800 [1:01:34<2:24:30, 15.46s/it, lr: 1.0e-04 loss: 6.018e-01]marianna_f2_11: 30%|### | 240/800 [1:01:49<2:24:14, 15.46s/it, lr: 1.0e-04 loss: 9.341e-01]marianna_f2_11: 30%|### | 240/800 [1:01:49<2:24:14, 15.46s/it, lr: 1.0e-04 loss: 9.341e-01]marianna_f2_11: 30%|### | 241/800 [1:02:04<2:23:59, 15.45s/it, lr: 1.0e-04 loss: 6.863e-01]marianna_f2_11: 30%|### | 241/800 [1:02:04<2:23:59, 15.45s/it, lr: 1.0e-04 loss: 6.863e-01]marianna_f2_11: 30%|### | 242/800 [1:02:19<2:23:43, 15.45s/it, lr: 1.0e-04 loss: 7.620e-01]marianna_f2_11: 30%|### | 242/800 [1:02:19<2:23:43, 15.45s/it, lr: 1.0e-04 loss: 7.620e-01]marianna_f2_11: 30%|### | 243/800 [1:02:34<2:23:27, 15.45s/it, lr: 1.0e-04 loss: 7.442e-01]marianna_f2_11: 30%|### | 243/800 [1:02:34<2:23:27, 15.45s/it, lr: 1.0e-04 loss: 7.442e-01]marianna_f2_11: 30%|### | 244/800 [1:02:50<2:23:11, 15.45s/it, lr: 1.0e-04 loss: 4.460e-01]marianna_f2_11: 30%|### | 244/800 [1:02:50<2:23:11, 15.45s/it, lr: 1.0e-04 loss: 4.460e-01]marianna_f2_11: 31%|### | 245/800 [1:03:05<2:22:55, 15.45s/it, lr: 1.0e-04 loss: 5.686e-01]marianna_f2_11: 31%|### | 245/800 [1:03:05<2:22:55, 15.45s/it, lr: 1.0e-04 loss: 5.686e-01]marianna_f2_11: 31%|### | 246/800 [1:03:20<2:22:39, 15.45s/it, lr: 1.0e-04 loss: 1.939e-01]marianna_f2_11: 31%|### | 246/800 [1:03:20<2:22:39, 15.45s/it, lr: 1.0e-04 loss: 1.939e-01]marianna_f2_11: 31%|### | 247/800 [1:03:36<2:22:23, 15.45s/it, lr: 1.0e-04 loss: 7.468e-01]marianna_f2_11: 31%|### | 247/800 [1:03:36<2:22:23, 15.45s/it, lr: 1.0e-04 loss: 7.468e-01]marianna_f2_11: 31%|###1 | 248/800 [1:03:51<2:22:07, 15.45s/it, lr: 1.0e-04 loss: 3.685e-01]marianna_f2_11: 31%|###1 | 248/800 [1:03:51<2:22:07, 15.45s/it, lr: 1.0e-04 loss: 3.685e-01]marianna_f2_11: 31%|###1 | 249/800 [1:04:06<2:21:51, 15.45s/it, lr: 1.0e-04 loss: 5.074e-01]marianna_f2_11: 31%|###1 | 249/800 [1:04:06<2:21:51, 15.45s/it, lr: 1.0e-04 loss: 5.074e-01]marianna_f2_11: 31%|###1 | 250/800 [1:04:21<2:21:36, 15.45s/it, lr: 1.0e-04 loss: 9.743e-01]marianna_f2_11: 31%|###1 | 250/800 [1:04:21<2:21:36, 15.45s/it, lr: 1.0e-04 loss: 9.743e-01]marianna_f2_11: 31%|###1 | 251/800 [1:04:37<2:21:20, 15.45s/it, lr: 1.0e-04 loss: 7.183e-01]marianna_f2_11: 31%|###1 | 251/800 [1:04:37<2:21:20, 15.45s/it, lr: 1.0e-04 loss: 7.183e-01]marianna_f2_11: 32%|###1 | 252/800 [1:04:52<2:21:04, 15.45s/it, lr: 1.0e-04 loss: 8.235e-01]marianna_f2_11: 32%|###1 | 252/800 [1:04:52<2:21:04, 15.45s/it, lr: 1.0e-04 loss: 8.235e-01]marianna_f2_11: 32%|###1 | 253/800 [1:05:07<2:20:48, 15.45s/it, lr: 1.0e-04 loss: 3.688e-01]marianna_f2_11: 32%|###1 | 253/800 [1:05:07<2:20:48, 15.45s/it, lr: 1.0e-04 loss: 3.688e-01]marianna_f2_11: 32%|###1 | 254/800 [1:05:23<2:20:33, 15.45s/it, lr: 1.0e-04 loss: 5.645e-01]marianna_f2_11: 32%|###1 | 254/800 [1:05:23<2:20:33, 15.45s/it, lr: 1.0e-04 loss: 5.645e-01]marianna_f2_11: 32%|###1 | 255/800 [1:05:38<2:20:17, 15.44s/it, lr: 1.0e-04 loss: 1.080e-01]marianna_f2_11: 32%|###1 | 255/800 [1:05:38<2:20:17, 15.44s/it, lr: 1.0e-04 loss: 1.080e-01]marianna_f2_11: 32%|###2 | 256/800 [1:05:53<2:20:01, 15.44s/it, lr: 1.0e-04 loss: 8.499e-01]marianna_f2_11: 32%|###2 | 256/800 [1:05:53<2:20:01, 15.44s/it, lr: 1.0e-04 loss: 8.499e-01]marianna_f2_11: 32%|###2 | 257/800 [1:06:08<2:19:45, 15.44s/it, lr: 1.0e-04 loss: 3.837e-01]marianna_f2_11: 32%|###2 | 257/800 [1:06:08<2:19:45, 15.44s/it, lr: 1.0e-04 loss: 3.837e-01]marianna_f2_11: 32%|###2 | 258/800 [1:06:24<2:19:29, 15.44s/it, lr: 1.0e-04 loss: 8.167e-01]marianna_f2_11: 32%|###2 | 258/800 [1:06:24<2:19:29, 15.44s/it, lr: 1.0e-04 loss: 8.167e-01]marianna_f2_11: 32%|###2 | 259/800 [1:06:39<2:19:13, 15.44s/it, lr: 1.0e-04 loss: 8.671e-01]marianna_f2_11: 32%|###2 | 259/800 [1:06:39<2:19:13, 15.44s/it, lr: 1.0e-04 loss: 8.671e-01]marianna_f2_11: 32%|###2 | 260/800 [1:06:54<2:18:58, 15.44s/it, lr: 1.0e-04 loss: 5.542e-01]marianna_f2_11: 32%|###2 | 260/800 [1:06:54<2:18:58, 15.44s/it, lr: 1.0e-04 loss: 5.542e-01]marianna_f2_11: 33%|###2 | 261/800 [1:07:09<2:18:42, 15.44s/it, lr: 1.0e-04 loss: 1.187e-01]marianna_f2_11: 33%|###2 | 261/800 [1:07:09<2:18:42, 15.44s/it, lr: 1.0e-04 loss: 1.187e-01]marianna_f2_11: 33%|###2 | 262/800 [1:07:25<2:18:26, 15.44s/it, lr: 1.0e-04 loss: 9.199e-01]marianna_f2_11: 33%|###2 | 262/800 [1:07:25<2:18:26, 15.44s/it, lr: 1.0e-04 loss: 9.199e-01]marianna_f2_11: 33%|###2 | 263/800 [1:07:40<2:18:10, 15.44s/it, lr: 1.0e-04 loss: 4.967e-01]marianna_f2_11: 33%|###2 | 263/800 [1:07:40<2:18:10, 15.44s/it, lr: 1.0e-04 loss: 4.967e-01]marianna_f2_11: 33%|###3 | 264/800 [1:07:55<2:17:54, 15.44s/it, lr: 1.0e-04 loss: 4.697e-01]marianna_f2_11: 33%|###3 | 264/800 [1:07:55<2:17:54, 15.44s/it, lr: 1.0e-04 loss: 4.697e-01]marianna_f2_11: 33%|###3 | 265/800 [1:08:10<2:17:39, 15.44s/it, lr: 1.0e-04 loss: 8.973e-01]marianna_f2_11: 33%|###3 | 265/800 [1:08:10<2:17:39, 15.44s/it, lr: 1.0e-04 loss: 8.973e-01]marianna_f2_11: 33%|###3 | 266/800 [1:08:26<2:17:23, 15.44s/it, lr: 1.0e-04 loss: 7.660e-01]marianna_f2_11: 33%|###3 | 266/800 [1:08:26<2:17:23, 15.44s/it, lr: 1.0e-04 loss: 7.660e-01]marianna_f2_11: 33%|###3 | 267/800 [1:08:41<2:17:07, 15.44s/it, lr: 1.0e-04 loss: 5.259e-01]marianna_f2_11: 33%|###3 | 267/800 [1:08:41<2:17:07, 15.44s/it, lr: 1.0e-04 loss: 5.259e-01]marianna_f2_11: 34%|###3 | 268/800 [1:08:56<2:16:51, 15.44s/it, lr: 1.0e-04 loss: 7.542e-01]marianna_f2_11: 34%|###3 | 268/800 [1:08:56<2:16:51, 15.44s/it, lr: 1.0e-04 loss: 7.542e-01]marianna_f2_11: 34%|###3 | 269/800 [1:09:11<2:16:35, 15.43s/it, lr: 1.0e-04 loss: 5.709e-01]marianna_f2_11: 34%|###3 | 269/800 [1:09:11<2:16:35, 15.43s/it, lr: 1.0e-04 loss: 5.709e-01]marianna_f2_11: 34%|###3 | 270/800 [1:09:27<2:16:19, 15.43s/it, lr: 1.0e-04 loss: 5.507e-01]marianna_f2_11: 34%|###3 | 270/800 [1:09:27<2:16:19, 15.43s/it, lr: 1.0e-04 loss: 5.507e-01]marianna_f2_11: 34%|###3 | 271/800 [1:09:42<2:16:04, 15.43s/it, lr: 1.0e-04 loss: 9.357e-01]marianna_f2_11: 34%|###3 | 271/800 [1:09:42<2:16:04, 15.43s/it, lr: 1.0e-04 loss: 9.357e-01]marianna_f2_11: 34%|###4 | 272/800 [1:09:57<2:15:48, 15.43s/it, lr: 1.0e-04 loss: 8.024e-01]marianna_f2_11: 34%|###4 | 272/800 [1:09:57<2:15:48, 15.43s/it, lr: 1.0e-04 loss: 8.024e-01]marianna_f2_11: 34%|###4 | 273/800 [1:10:13<2:15:33, 15.43s/it, lr: 1.0e-04 loss: 2.539e-01]marianna_f2_11: 34%|###4 | 273/800 [1:10:13<2:15:33, 15.43s/it, lr: 1.0e-04 loss: 2.539e-01]marianna_f2_11: 34%|###4 | 274/800 [1:10:28<2:15:17, 15.43s/it, lr: 1.0e-04 loss: 8.401e-01]marianna_f2_11: 34%|###4 | 274/800 [1:10:28<2:15:17, 15.43s/it, lr: 1.0e-04 loss: 8.401e-01]marianna_f2_11: 34%|###4 | 275/800 [1:10:43<2:15:01, 15.43s/it, lr: 1.0e-04 loss: 7.039e-01]marianna_f2_11: 34%|###4 | 275/800 [1:10:43<2:15:01, 15.43s/it, lr: 1.0e-04 loss: 7.039e-01]marianna_f2_11: 34%|###4 | 276/800 [1:10:58<2:14:45, 15.43s/it, lr: 1.0e-04 loss: 7.955e-01]marianna_f2_11: 34%|###4 | 276/800 [1:10:58<2:14:45, 15.43s/it, lr: 1.0e-04 loss: 7.955e-01]marianna_f2_11: 35%|###4 | 277/800 [1:11:14<2:14:29, 15.43s/it, lr: 1.0e-04 loss: 5.433e-01]marianna_f2_11: 35%|###4 | 277/800 [1:11:14<2:14:29, 15.43s/it, lr: 1.0e-04 loss: 5.433e-01]marianna_f2_11: 35%|###4 | 278/800 [1:11:29<2:14:14, 15.43s/it, lr: 1.0e-04 loss: 5.159e-01]marianna_f2_11: 35%|###4 | 278/800 [1:11:29<2:14:14, 15.43s/it, lr: 1.0e-04 loss: 5.159e-01]marianna_f2_11: 35%|###4 | 279/800 [1:11:44<2:13:58, 15.43s/it, lr: 1.0e-04 loss: 1.734e-01]marianna_f2_11: 35%|###4 | 279/800 [1:11:44<2:13:58, 15.43s/it, lr: 1.0e-04 loss: 1.734e-01]marianna_f2_11: 35%|###5 | 280/800 [1:11:59<2:13:42, 15.43s/it, lr: 1.0e-04 loss: 6.283e-01]marianna_f2_11: 35%|###5 | 280/800 [1:11:59<2:13:42, 15.43s/it, lr: 1.0e-04 loss: 6.283e-01]marianna_f2_11: 35%|###5 | 281/800 [1:12:15<2:13:26, 15.43s/it, lr: 1.0e-04 loss: 6.154e-01]marianna_f2_11: 35%|###5 | 281/800 [1:12:15<2:13:26, 15.43s/it, lr: 1.0e-04 loss: 6.154e-01]marianna_f2_11: 35%|###5 | 282/800 [1:12:30<2:13:11, 15.43s/it, lr: 1.0e-04 loss: 4.440e-01]marianna_f2_11: 35%|###5 | 282/800 [1:12:30<2:13:11, 15.43s/it, lr: 1.0e-04 loss: 4.440e-01]marianna_f2_11: 35%|###5 | 283/800 [1:12:45<2:12:55, 15.43s/it, lr: 1.0e-04 loss: 7.507e-01]marianna_f2_11: 35%|###5 | 283/800 [1:12:45<2:12:55, 15.43s/it, lr: 1.0e-04 loss: 7.507e-01]marianna_f2_11: 36%|###5 | 284/800 [1:13:00<2:12:39, 15.43s/it, lr: 1.0e-04 loss: 2.738e-01]marianna_f2_11: 36%|###5 | 284/800 [1:13:00<2:12:39, 15.43s/it, lr: 1.0e-04 loss: 2.738e-01]marianna_f2_11: 36%|###5 | 285/800 [1:13:16<2:12:23, 15.42s/it, lr: 1.0e-04 loss: 1.950e-01]marianna_f2_11: 36%|###5 | 285/800 [1:13:16<2:12:23, 15.42s/it, lr: 1.0e-04 loss: 1.950e-01]marianna_f2_11: 36%|###5 | 286/800 [1:13:31<2:12:08, 15.42s/it, lr: 1.0e-04 loss: 2.462e-02]marianna_f2_11: 36%|###5 | 286/800 [1:13:31<2:12:08, 15.42s/it, lr: 1.0e-04 loss: 2.462e-02]marianna_f2_11: 36%|###5 | 287/800 [1:13:46<2:11:52, 15.42s/it, lr: 1.0e-04 loss: 5.470e-01]marianna_f2_11: 36%|###5 | 287/800 [1:13:46<2:11:52, 15.42s/it, lr: 1.0e-04 loss: 5.470e-01]marianna_f2_11: 36%|###6 | 288/800 [1:14:02<2:11:36, 15.42s/it, lr: 1.0e-04 loss: 8.582e-01]marianna_f2_11: 36%|###6 | 288/800 [1:14:02<2:11:36, 15.42s/it, lr: 1.0e-04 loss: 8.582e-01]marianna_f2_11: 36%|###6 | 289/800 [1:14:17<2:11:21, 15.42s/it, lr: 1.0e-04 loss: 5.081e-01]marianna_f2_11: 36%|###6 | 289/800 [1:14:17<2:11:21, 15.42s/it, lr: 1.0e-04 loss: 5.081e-01]marianna_f2_11: 36%|###6 | 290/800 [1:14:32<2:11:05, 15.42s/it, lr: 1.0e-04 loss: 8.992e-01]marianna_f2_11: 36%|###6 | 290/800 [1:14:32<2:11:05, 15.42s/it, lr: 1.0e-04 loss: 8.992e-01]marianna_f2_11: 36%|###6 | 291/800 [1:14:47<2:10:49, 15.42s/it, lr: 1.0e-04 loss: 1.453e-01]marianna_f2_11: 36%|###6 | 291/800 [1:14:47<2:10:49, 15.42s/it, lr: 1.0e-04 loss: 1.453e-01]marianna_f2_11: 36%|###6 | 292/800 [1:15:03<2:10:34, 15.42s/it, lr: 1.0e-04 loss: 9.717e-01]marianna_f2_11: 36%|###6 | 292/800 [1:15:03<2:10:34, 15.42s/it, lr: 1.0e-04 loss: 9.717e-01]marianna_f2_11: 37%|###6 | 293/800 [1:15:18<2:10:18, 15.42s/it, lr: 1.0e-04 loss: 8.857e-01]marianna_f2_11: 37%|###6 | 293/800 [1:15:18<2:10:18, 15.42s/it, lr: 1.0e-04 loss: 8.857e-01]marianna_f2_11: 37%|###6 | 294/800 [1:15:33<2:10:02, 15.42s/it, lr: 1.0e-04 loss: 9.433e-02]marianna_f2_11: 37%|###6 | 294/800 [1:15:33<2:10:02, 15.42s/it, lr: 1.0e-04 loss: 9.433e-02]marianna_f2_11: 37%|###6 | 295/800 [1:15:48<2:09:46, 15.42s/it, lr: 1.0e-04 loss: 3.662e-01]marianna_f2_11: 37%|###6 | 295/800 [1:15:48<2:09:46, 15.42s/it, lr: 1.0e-04 loss: 3.662e-01]marianna_f2_11: 37%|###7 | 296/800 [1:16:03<2:09:31, 15.42s/it, lr: 1.0e-04 loss: 8.493e-01]marianna_f2_11: 37%|###7 | 296/800 [1:16:03<2:09:31, 15.42s/it, lr: 1.0e-04 loss: 8.493e-01]marianna_f2_11: 37%|###7 | 297/800 [1:16:19<2:09:15, 15.42s/it, lr: 1.0e-04 loss: 6.526e-01]marianna_f2_11: 37%|###7 | 297/800 [1:16:19<2:09:15, 15.42s/it, lr: 1.0e-04 loss: 6.526e-01]marianna_f2_11: 37%|###7 | 298/800 [1:16:34<2:08:59, 15.42s/it, lr: 1.0e-04 loss: 7.571e-01]marianna_f2_11: 37%|###7 | 298/800 [1:16:34<2:08:59, 15.42s/it, lr: 1.0e-04 loss: 7.571e-01]marianna_f2_11: 37%|###7 | 299/800 [1:16:49<2:08:43, 15.42s/it, lr: 1.0e-04 loss: 8.966e-01]marianna_f2_11: 37%|###7 | 299/800 [1:16:49<2:08:43, 15.42s/it, lr: 1.0e-04 loss: 8.966e-01]marianna_f2_11: 38%|###7 | 300/800 [1:17:04<2:08:27, 15.41s/it, lr: 1.0e-04 loss: 6.493e-01]marianna_f2_11: 38%|###7 | 300/800 [1:17:04<2:08:27, 15.41s/it, lr: 1.0e-04 loss: 6.493e-01]marianna_f2_11: 38%|###7 | 301/800 [1:17:19<2:08:11, 15.41s/it, lr: 1.0e-04 loss: 5.193e-01]marianna_f2_11: 38%|###7 | 301/800 [1:17:19<2:08:11, 15.41s/it, lr: 1.0e-04 loss: 5.193e-01]marianna_f2_11: 38%|###7 | 302/800 [1:17:34<2:07:55, 15.41s/it, lr: 1.0e-04 loss: 7.693e-01]marianna_f2_11: 38%|###7 | 302/800 [1:17:34<2:07:55, 15.41s/it, lr: 1.0e-04 loss: 7.693e-01]marianna_f2_11: 38%|###7 | 303/800 [1:17:50<2:07:40, 15.41s/it, lr: 1.0e-04 loss: 2.238e-01]marianna_f2_11: 38%|###7 | 303/800 [1:17:50<2:07:40, 15.41s/it, lr: 1.0e-04 loss: 2.238e-01]marianna_f2_11: 38%|###8 | 304/800 [1:18:05<2:07:24, 15.41s/it, lr: 1.0e-04 loss: 5.196e-01]marianna_f2_11: 38%|###8 | 304/800 [1:18:05<2:07:24, 15.41s/it, lr: 1.0e-04 loss: 5.196e-01]marianna_f2_11: 38%|###8 | 305/800 [1:18:20<2:07:09, 15.41s/it, lr: 1.0e-04 loss: 1.480e-01]marianna_f2_11: 38%|###8 | 305/800 [1:18:20<2:07:09, 15.41s/it, lr: 1.0e-04 loss: 1.480e-01]marianna_f2_11: 38%|###8 | 306/800 [1:18:36<2:06:53, 15.41s/it, lr: 1.0e-04 loss: 6.102e-01]marianna_f2_11: 38%|###8 | 306/800 [1:18:36<2:06:53, 15.41s/it, lr: 1.0e-04 loss: 6.102e-01]marianna_f2_11: 38%|###8 | 307/800 [1:18:51<2:06:38, 15.41s/it, lr: 1.0e-04 loss: 8.232e-01]marianna_f2_11: 38%|###8 | 307/800 [1:18:51<2:06:38, 15.41s/it, lr: 1.0e-04 loss: 8.232e-01]marianna_f2_11: 38%|###8 | 308/800 [1:19:06<2:06:22, 15.41s/it, lr: 1.0e-04 loss: 7.796e-01]marianna_f2_11: 38%|###8 | 308/800 [1:19:06<2:06:22, 15.41s/it, lr: 1.0e-04 loss: 7.796e-01]marianna_f2_11: 39%|###8 | 309/800 [1:19:22<2:06:07, 15.41s/it, lr: 1.0e-04 loss: 7.676e-01]marianna_f2_11: 39%|###8 | 309/800 [1:19:22<2:06:07, 15.41s/it, lr: 1.0e-04 loss: 7.676e-01]marianna_f2_11: 39%|###8 | 310/800 [1:19:37<2:05:51, 15.41s/it, lr: 1.0e-04 loss: 3.562e-01]marianna_f2_11: 39%|###8 | 310/800 [1:19:37<2:05:51, 15.41s/it, lr: 1.0e-04 loss: 3.562e-01]marianna_f2_11: 39%|###8 | 311/800 [1:19:53<2:05:36, 15.41s/it, lr: 1.0e-04 loss: 8.869e-01]marianna_f2_11: 39%|###8 | 311/800 [1:19:53<2:05:36, 15.41s/it, lr: 1.0e-04 loss: 8.869e-01]marianna_f2_11: 39%|###9 | 312/800 [1:20:08<2:05:20, 15.41s/it, lr: 1.0e-04 loss: 8.397e-01]marianna_f2_11: 39%|###9 | 312/800 [1:20:08<2:05:20, 15.41s/it, lr: 1.0e-04 loss: 8.397e-01]marianna_f2_11: 39%|###9 | 313/800 [1:20:23<2:05:05, 15.41s/it, lr: 1.0e-04 loss: 6.754e-01]marianna_f2_11: 39%|###9 | 313/800 [1:20:23<2:05:05, 15.41s/it, lr: 1.0e-04 loss: 6.754e-01]marianna_f2_11: 39%|###9 | 314/800 [1:20:39<2:04:49, 15.41s/it, lr: 1.0e-04 loss: 6.953e-01]marianna_f2_11: 39%|###9 | 314/800 [1:20:39<2:04:49, 15.41s/it, lr: 1.0e-04 loss: 6.953e-01]marianna_f2_11: 39%|###9 | 315/800 [1:20:54<2:04:34, 15.41s/it, lr: 1.0e-04 loss: 6.372e-01]marianna_f2_11: 39%|###9 | 315/800 [1:20:54<2:04:34, 15.41s/it, lr: 1.0e-04 loss: 6.372e-01]marianna_f2_11: 40%|###9 | 316/800 [1:21:09<2:04:18, 15.41s/it, lr: 1.0e-04 loss: 3.461e-01]marianna_f2_11: 40%|###9 | 316/800 [1:21:09<2:04:18, 15.41s/it, lr: 1.0e-04 loss: 3.461e-01]marianna_f2_11: 40%|###9 | 317/800 [1:21:24<2:04:02, 15.41s/it, lr: 1.0e-04 loss: 6.437e-01]marianna_f2_11: 40%|###9 | 317/800 [1:21:24<2:04:02, 15.41s/it, lr: 1.0e-04 loss: 6.437e-01]marianna_f2_11: 40%|###9 | 318/800 [1:21:39<2:03:46, 15.41s/it, lr: 1.0e-04 loss: 2.537e-01]marianna_f2_11: 40%|###9 | 318/800 [1:21:39<2:03:46, 15.41s/it, lr: 1.0e-04 loss: 2.537e-01]marianna_f2_11: 40%|###9 | 319/800 [1:21:55<2:03:31, 15.41s/it, lr: 1.0e-04 loss: 8.913e-01]marianna_f2_11: 40%|###9 | 319/800 [1:21:55<2:03:31, 15.41s/it, lr: 1.0e-04 loss: 8.913e-01]marianna_f2_11: 40%|#### | 320/800 [1:22:10<2:03:15, 15.41s/it, lr: 1.0e-04 loss: 3.565e-01]marianna_f2_11: 40%|#### | 320/800 [1:22:10<2:03:15, 15.41s/it, lr: 1.0e-04 loss: 3.565e-01]marianna_f2_11: 40%|#### | 321/800 [1:22:25<2:02:59, 15.41s/it, lr: 1.0e-04 loss: 5.279e-01]marianna_f2_11: 40%|#### | 321/800 [1:22:25<2:02:59, 15.41s/it, lr: 1.0e-04 loss: 5.279e-01]marianna_f2_11: 40%|#### | 322/800 [1:22:40<2:02:44, 15.41s/it, lr: 1.0e-04 loss: 6.919e-01]marianna_f2_11: 40%|#### | 322/800 [1:22:40<2:02:44, 15.41s/it, lr: 1.0e-04 loss: 6.919e-01]marianna_f2_11: 40%|#### | 323/800 [1:22:56<2:02:28, 15.41s/it, lr: 1.0e-04 loss: 9.688e-01]marianna_f2_11: 40%|#### | 323/800 [1:22:56<2:02:28, 15.41s/it, lr: 1.0e-04 loss: 9.688e-01]marianna_f2_11: 40%|#### | 324/800 [1:23:11<2:02:12, 15.41s/it, lr: 1.0e-04 loss: 5.504e-01]marianna_f2_11: 40%|#### | 324/800 [1:23:11<2:02:12, 15.41s/it, lr: 1.0e-04 loss: 5.504e-01]marianna_f2_11: 41%|#### | 325/800 [1:23:26<2:01:57, 15.40s/it, lr: 1.0e-04 loss: 9.848e-03]marianna_f2_11: 41%|#### | 325/800 [1:23:26<2:01:57, 15.40s/it, lr: 1.0e-04 loss: 9.848e-03]marianna_f2_11: 41%|#### | 326/800 [1:23:41<2:01:41, 15.40s/it, lr: 1.0e-04 loss: 5.797e-01]marianna_f2_11: 41%|#### | 326/800 [1:23:41<2:01:41, 15.40s/it, lr: 1.0e-04 loss: 5.797e-01]marianna_f2_11: 41%|#### | 327/800 [1:23:57<2:01:26, 15.40s/it, lr: 1.0e-04 loss: 3.690e-01]marianna_f2_11: 41%|#### | 327/800 [1:23:57<2:01:26, 15.40s/it, lr: 1.0e-04 loss: 3.690e-01]marianna_f2_11: 41%|####1 | 328/800 [1:24:12<2:01:10, 15.40s/it, lr: 1.0e-04 loss: 9.068e-01]marianna_f2_11: 41%|####1 | 328/800 [1:24:12<2:01:10, 15.40s/it, lr: 1.0e-04 loss: 9.068e-01]marianna_f2_11: 41%|####1 | 329/800 [1:24:27<2:00:55, 15.40s/it, lr: 1.0e-04 loss: 8.892e-01]marianna_f2_11: 41%|####1 | 329/800 [1:24:27<2:00:55, 15.40s/it, lr: 1.0e-04 loss: 8.892e-01]marianna_f2_11: 41%|####1 | 330/800 [1:24:43<2:00:39, 15.40s/it, lr: 1.0e-04 loss: 6.024e-01]marianna_f2_11: 41%|####1 | 330/800 [1:24:43<2:00:39, 15.40s/it, lr: 1.0e-04 loss: 6.024e-01]marianna_f2_11: 41%|####1 | 331/800 [1:24:58<2:00:24, 15.40s/it, lr: 1.0e-04 loss: 8.952e-02]marianna_f2_11: 41%|####1 | 331/800 [1:24:58<2:00:24, 15.40s/it, lr: 1.0e-04 loss: 8.952e-02]marianna_f2_11: 42%|####1 | 332/800 [1:25:13<2:00:08, 15.40s/it, lr: 1.0e-04 loss: 6.709e-01]marianna_f2_11: 42%|####1 | 332/800 [1:25:13<2:00:08, 15.40s/it, lr: 1.0e-04 loss: 6.709e-01]marianna_f2_11: 42%|####1 | 333/800 [1:25:28<1:59:52, 15.40s/it, lr: 1.0e-04 loss: 8.895e-01]marianna_f2_11: 42%|####1 | 333/800 [1:25:28<1:59:52, 15.40s/it, lr: 1.0e-04 loss: 8.895e-01]marianna_f2_11: 42%|####1 | 334/800 [1:25:44<1:59:37, 15.40s/it, lr: 1.0e-04 loss: 1.846e-01]marianna_f2_11: 42%|####1 | 334/800 [1:25:44<1:59:37, 15.40s/it, lr: 1.0e-04 loss: 1.846e-01]marianna_f2_11: 42%|####1 | 335/800 [1:25:59<1:59:21, 15.40s/it, lr: 1.0e-04 loss: 3.814e-01]marianna_f2_11: 42%|####1 | 335/800 [1:25:59<1:59:21, 15.40s/it, lr: 1.0e-04 loss: 3.814e-01]marianna_f2_11: 42%|####2 | 336/800 [1:26:14<1:59:06, 15.40s/it, lr: 1.0e-04 loss: 3.128e-01]marianna_f2_11: 42%|####2 | 336/800 [1:26:14<1:59:06, 15.40s/it, lr: 1.0e-04 loss: 3.128e-01]marianna_f2_11: 42%|####2 | 337/800 [1:26:30<1:58:50, 15.40s/it, lr: 1.0e-04 loss: 8.010e-01]marianna_f2_11: 42%|####2 | 337/800 [1:26:30<1:58:50, 15.40s/it, lr: 1.0e-04 loss: 8.010e-01]marianna_f2_11: 42%|####2 | 338/800 [1:26:45<1:58:35, 15.40s/it, lr: 1.0e-04 loss: 6.734e-01]marianna_f2_11: 42%|####2 | 338/800 [1:26:45<1:58:35, 15.40s/it, lr: 1.0e-04 loss: 6.734e-01]marianna_f2_11: 42%|####2 | 339/800 [1:27:00<1:58:19, 15.40s/it, lr: 1.0e-04 loss: 2.820e-01]marianna_f2_11: 42%|####2 | 339/800 [1:27:00<1:58:19, 15.40s/it, lr: 1.0e-04 loss: 2.820e-01]marianna_f2_11: 42%|####2 | 340/800 [1:27:16<1:58:04, 15.40s/it, lr: 1.0e-04 loss: 6.236e-01]marianna_f2_11: 42%|####2 | 340/800 [1:27:16<1:58:04, 15.40s/it, lr: 1.0e-04 loss: 6.236e-01]marianna_f2_11: 43%|####2 | 341/800 [1:27:31<1:57:48, 15.40s/it, lr: 1.0e-04 loss: 7.262e-01]marianna_f2_11: 43%|####2 | 341/800 [1:27:31<1:57:48, 15.40s/it, lr: 1.0e-04 loss: 7.262e-01]marianna_f2_11: 43%|####2 | 342/800 [1:27:46<1:57:32, 15.40s/it, lr: 1.0e-04 loss: 3.588e-01]marianna_f2_11: 43%|####2 | 342/800 [1:27:46<1:57:32, 15.40s/it, lr: 1.0e-04 loss: 3.588e-01]marianna_f2_11: 43%|####2 | 343/800 [1:28:02<1:57:17, 15.40s/it, lr: 1.0e-04 loss: 3.176e-01]marianna_f2_11: 43%|####2 | 343/800 [1:28:02<1:57:17, 15.40s/it, lr: 1.0e-04 loss: 3.176e-01]marianna_f2_11: 43%|####3 | 344/800 [1:28:17<1:57:02, 15.40s/it, lr: 1.0e-04 loss: 7.886e-01]marianna_f2_11: 43%|####3 | 344/800 [1:28:17<1:57:02, 15.40s/it, lr: 1.0e-04 loss: 7.886e-01]marianna_f2_11: 43%|####3 | 345/800 [1:28:32<1:56:46, 15.40s/it, lr: 1.0e-04 loss: 1.147e-02]marianna_f2_11: 43%|####3 | 345/800 [1:28:32<1:56:46, 15.40s/it, lr: 1.0e-04 loss: 1.147e-02]marianna_f2_11: 43%|####3 | 346/800 [1:28:48<1:56:31, 15.40s/it, lr: 1.0e-04 loss: 7.864e-01]marianna_f2_11: 43%|####3 | 346/800 [1:28:48<1:56:31, 15.40s/it, lr: 1.0e-04 loss: 7.864e-01]marianna_f2_11: 43%|####3 | 347/800 [1:29:03<1:56:15, 15.40s/it, lr: 1.0e-04 loss: 2.899e-01]marianna_f2_11: 43%|####3 | 347/800 [1:29:03<1:56:15, 15.40s/it, lr: 1.0e-04 loss: 2.899e-01]marianna_f2_11: 44%|####3 | 348/800 [1:29:18<1:56:00, 15.40s/it, lr: 1.0e-04 loss: 8.174e-01]marianna_f2_11: 44%|####3 | 348/800 [1:29:18<1:56:00, 15.40s/it, lr: 1.0e-04 loss: 8.174e-01]marianna_f2_11: 44%|####3 | 349/800 [1:29:34<1:55:44, 15.40s/it, lr: 1.0e-04 loss: 9.293e-01]marianna_f2_11: 44%|####3 | 349/800 [1:29:34<1:55:44, 15.40s/it, lr: 1.0e-04 loss: 9.293e-01]marianna_f2_11: 44%|####3 | 350/800 [1:29:49<1:55:29, 15.40s/it, lr: 1.0e-04 loss: 3.670e-01]marianna_f2_11: 44%|####3 | 350/800 [1:29:49<1:55:29, 15.40s/it, lr: 1.0e-04 loss: 3.670e-01]marianna_f2_11: 44%|####3 | 351/800 [1:30:04<1:55:13, 15.40s/it, lr: 1.0e-04 loss: 7.715e-01]marianna_f2_11: 44%|####3 | 351/800 [1:30:04<1:55:13, 15.40s/it, lr: 1.0e-04 loss: 7.715e-01]marianna_f2_11: 44%|####4 | 352/800 [1:30:19<1:54:57, 15.40s/it, lr: 1.0e-04 loss: 1.389e-01]marianna_f2_11: 44%|####4 | 352/800 [1:30:19<1:54:57, 15.40s/it, lr: 1.0e-04 loss: 1.389e-01]marianna_f2_11: 44%|####4 | 353/800 [1:30:35<1:54:42, 15.40s/it, lr: 1.0e-04 loss: 4.920e-01]marianna_f2_11: 44%|####4 | 353/800 [1:30:35<1:54:42, 15.40s/it, lr: 1.0e-04 loss: 4.920e-01]marianna_f2_11: 44%|####4 | 354/800 [1:30:50<1:54:26, 15.40s/it, lr: 1.0e-04 loss: 7.432e-01]marianna_f2_11: 44%|####4 | 354/800 [1:30:50<1:54:26, 15.40s/it, lr: 1.0e-04 loss: 7.432e-01]marianna_f2_11: 44%|####4 | 355/800 [1:31:05<1:54:11, 15.40s/it, lr: 1.0e-04 loss: 3.537e-01]marianna_f2_11: 44%|####4 | 355/800 [1:31:05<1:54:11, 15.40s/it, lr: 1.0e-04 loss: 3.537e-01]marianna_f2_11: 44%|####4 | 356/800 [1:31:21<1:53:55, 15.40s/it, lr: 1.0e-04 loss: 6.208e-01]marianna_f2_11: 44%|####4 | 356/800 [1:31:21<1:53:55, 15.40s/it, lr: 1.0e-04 loss: 6.208e-01]marianna_f2_11: 45%|####4 | 357/800 [1:31:36<1:53:40, 15.40s/it, lr: 1.0e-04 loss: 3.138e-01]marianna_f2_11: 45%|####4 | 357/800 [1:31:36<1:53:40, 15.40s/it, lr: 1.0e-04 loss: 3.138e-01]marianna_f2_11: 45%|####4 | 358/800 [1:31:51<1:53:24, 15.40s/it, lr: 1.0e-04 loss: 8.912e-02]marianna_f2_11: 45%|####4 | 358/800 [1:31:51<1:53:24, 15.40s/it, lr: 1.0e-04 loss: 8.912e-02]marianna_f2_11: 45%|####4 | 359/800 [1:32:06<1:53:09, 15.40s/it, lr: 1.0e-04 loss: 8.954e-01]marianna_f2_11: 45%|####4 | 359/800 [1:32:06<1:53:09, 15.40s/it, lr: 1.0e-04 loss: 8.954e-01]marianna_f2_11: 45%|####5 | 360/800 [1:32:22<1:52:53, 15.39s/it, lr: 1.0e-04 loss: 7.881e-01]marianna_f2_11: 45%|####5 | 360/800 [1:32:22<1:52:53, 15.39s/it, lr: 1.0e-04 loss: 7.881e-01]marianna_f2_11: 45%|####5 | 361/800 [1:32:37<1:52:38, 15.39s/it, lr: 1.0e-04 loss: 4.092e-01]marianna_f2_11: 45%|####5 | 361/800 [1:32:37<1:52:38, 15.39s/it, lr: 1.0e-04 loss: 4.092e-01]marianna_f2_11: 45%|####5 | 362/800 [1:32:52<1:52:22, 15.39s/it, lr: 1.0e-04 loss: 1.432e-01]marianna_f2_11: 45%|####5 | 362/800 [1:32:52<1:52:22, 15.39s/it, lr: 1.0e-04 loss: 1.432e-01]marianna_f2_11: 45%|####5 | 363/800 [1:33:07<1:52:07, 15.39s/it, lr: 1.0e-04 loss: 1.257e-01]marianna_f2_11: 45%|####5 | 363/800 [1:33:07<1:52:07, 15.39s/it, lr: 1.0e-04 loss: 1.257e-01]marianna_f2_11: 46%|####5 | 364/800 [1:33:23<1:51:51, 15.39s/it, lr: 1.0e-04 loss: 7.883e-01]marianna_f2_11: 46%|####5 | 364/800 [1:33:23<1:51:51, 15.39s/it, lr: 1.0e-04 loss: 7.883e-01]marianna_f2_11: 46%|####5 | 365/800 [1:33:38<1:51:36, 15.39s/it, lr: 1.0e-04 loss: 6.578e-01]marianna_f2_11: 46%|####5 | 365/800 [1:33:38<1:51:36, 15.39s/it, lr: 1.0e-04 loss: 6.578e-01]marianna_f2_11: 46%|####5 | 366/800 [1:33:53<1:51:20, 15.39s/it, lr: 1.0e-04 loss: 8.759e-01]marianna_f2_11: 46%|####5 | 366/800 [1:33:53<1:51:20, 15.39s/it, lr: 1.0e-04 loss: 8.759e-01]marianna_f2_11: 46%|####5 | 367/800 [1:34:08<1:51:04, 15.39s/it, lr: 1.0e-04 loss: 8.360e-01]marianna_f2_11: 46%|####5 | 367/800 [1:34:08<1:51:04, 15.39s/it, lr: 1.0e-04 loss: 8.360e-01]marianna_f2_11: 46%|####6 | 368/800 [1:34:24<1:50:49, 15.39s/it, lr: 1.0e-04 loss: 7.377e-01]marianna_f2_11: 46%|####6 | 368/800 [1:34:24<1:50:49, 15.39s/it, lr: 1.0e-04 loss: 7.377e-01]marianna_f2_11: 46%|####6 | 369/800 [1:34:39<1:50:33, 15.39s/it, lr: 1.0e-04 loss: 8.392e-01]marianna_f2_11: 46%|####6 | 369/800 [1:34:39<1:50:33, 15.39s/it, lr: 1.0e-04 loss: 8.392e-01]marianna_f2_11: 46%|####6 | 370/800 [1:34:54<1:50:18, 15.39s/it, lr: 1.0e-04 loss: 8.746e-01]marianna_f2_11: 46%|####6 | 370/800 [1:34:54<1:50:18, 15.39s/it, lr: 1.0e-04 loss: 8.746e-01]marianna_f2_11: 46%|####6 | 371/800 [1:35:09<1:50:02, 15.39s/it, lr: 1.0e-04 loss: 4.952e-02]marianna_f2_11: 46%|####6 | 371/800 [1:35:09<1:50:02, 15.39s/it, lr: 1.0e-04 loss: 4.952e-02]marianna_f2_11: 46%|####6 | 372/800 [1:35:25<1:49:46, 15.39s/it, lr: 1.0e-04 loss: 8.527e-01]marianna_f2_11: 46%|####6 | 372/800 [1:35:25<1:49:46, 15.39s/it, lr: 1.0e-04 loss: 8.527e-01]marianna_f2_11: 47%|####6 | 373/800 [1:35:40<1:49:31, 15.39s/it, lr: 1.0e-04 loss: 9.089e-01]marianna_f2_11: 47%|####6 | 373/800 [1:35:40<1:49:31, 15.39s/it, lr: 1.0e-04 loss: 9.089e-01]marianna_f2_11: 47%|####6 | 374/800 [1:35:55<1:49:15, 15.39s/it, lr: 1.0e-04 loss: 6.919e-01]marianna_f2_11: 47%|####6 | 374/800 [1:35:55<1:49:15, 15.39s/it, lr: 1.0e-04 loss: 6.919e-01]marianna_f2_11: 47%|####6 | 375/800 [1:36:10<1:49:00, 15.39s/it, lr: 1.0e-04 loss: 6.657e-01]marianna_f2_11: 47%|####6 | 375/800 [1:36:10<1:49:00, 15.39s/it, lr: 1.0e-04 loss: 6.657e-01]marianna_f2_11: 47%|####6 | 376/800 [1:36:26<1:48:44, 15.39s/it, lr: 1.0e-04 loss: 9.455e-01]marianna_f2_11: 47%|####6 | 376/800 [1:36:26<1:48:44, 15.39s/it, lr: 1.0e-04 loss: 9.455e-01]marianna_f2_11: 47%|####7 | 377/800 [1:36:41<1:48:29, 15.39s/it, lr: 1.0e-04 loss: 5.010e-01]marianna_f2_11: 47%|####7 | 377/800 [1:36:41<1:48:29, 15.39s/it, lr: 1.0e-04 loss: 5.010e-01]marianna_f2_11: 47%|####7 | 378/800 [1:36:56<1:48:13, 15.39s/it, lr: 1.0e-04 loss: 8.832e-02]marianna_f2_11: 47%|####7 | 378/800 [1:36:56<1:48:13, 15.39s/it, lr: 1.0e-04 loss: 8.832e-02]marianna_f2_11: 47%|####7 | 379/800 [1:37:12<1:47:58, 15.39s/it, lr: 1.0e-04 loss: 6.270e-01]marianna_f2_11: 47%|####7 | 379/800 [1:37:12<1:47:58, 15.39s/it, lr: 1.0e-04 loss: 6.270e-01]marianna_f2_11: 48%|####7 | 380/800 [1:37:27<1:47:43, 15.39s/it, lr: 1.0e-04 loss: 1.980e-01]marianna_f2_11: 48%|####7 | 380/800 [1:37:27<1:47:43, 15.39s/it, lr: 1.0e-04 loss: 1.980e-01]marianna_f2_11: 48%|####7 | 381/800 [1:37:42<1:47:27, 15.39s/it, lr: 1.0e-04 loss: 8.940e-01]marianna_f2_11: 48%|####7 | 381/800 [1:37:42<1:47:27, 15.39s/it, lr: 1.0e-04 loss: 8.940e-01]marianna_f2_11: 48%|####7 | 382/800 [1:37:57<1:47:11, 15.39s/it, lr: 1.0e-04 loss: 1.970e-01]marianna_f2_11: 48%|####7 | 382/800 [1:37:57<1:47:11, 15.39s/it, lr: 1.0e-04 loss: 1.970e-01]marianna_f2_11: 48%|####7 | 383/800 [1:38:13<1:46:56, 15.39s/it, lr: 1.0e-04 loss: 9.902e-02]marianna_f2_11: 48%|####7 | 383/800 [1:38:13<1:46:56, 15.39s/it, lr: 1.0e-04 loss: 9.902e-02]marianna_f2_11: 48%|####8 | 384/800 [1:38:28<1:46:40, 15.39s/it, lr: 1.0e-04 loss: 7.798e-01]marianna_f2_11: 48%|####8 | 384/800 [1:38:28<1:46:40, 15.39s/it, lr: 1.0e-04 loss: 7.798e-01]marianna_f2_11: 48%|####8 | 385/800 [1:38:43<1:46:25, 15.39s/it, lr: 1.0e-04 loss: 4.289e-01]marianna_f2_11: 48%|####8 | 385/800 [1:38:43<1:46:25, 15.39s/it, lr: 1.0e-04 loss: 4.289e-01]marianna_f2_11: 48%|####8 | 386/800 [1:38:59<1:46:10, 15.39s/it, lr: 1.0e-04 loss: 9.974e-01]marianna_f2_11: 48%|####8 | 386/800 [1:38:59<1:46:10, 15.39s/it, lr: 1.0e-04 loss: 9.974e-01]marianna_f2_11: 48%|####8 | 387/800 [1:39:14<1:45:54, 15.39s/it, lr: 1.0e-04 loss: 7.076e-01]marianna_f2_11: 48%|####8 | 387/800 [1:39:14<1:45:54, 15.39s/it, lr: 1.0e-04 loss: 7.076e-01]marianna_f2_11: 48%|####8 | 388/800 [1:39:29<1:45:39, 15.39s/it, lr: 1.0e-04 loss: 2.305e-01]marianna_f2_11: 48%|####8 | 388/800 [1:39:29<1:45:39, 15.39s/it, lr: 1.0e-04 loss: 2.305e-01]marianna_f2_11: 49%|####8 | 389/800 [1:39:45<1:45:23, 15.39s/it, lr: 1.0e-04 loss: 9.511e-01]marianna_f2_11: 49%|####8 | 389/800 [1:39:45<1:45:23, 15.39s/it, lr: 1.0e-04 loss: 9.511e-01]marianna_f2_11: 49%|####8 | 390/800 [1:40:00<1:45:08, 15.39s/it, lr: 1.0e-04 loss: 4.626e-01]marianna_f2_11: 49%|####8 | 390/800 [1:40:00<1:45:08, 15.39s/it, lr: 1.0e-04 loss: 4.626e-01]marianna_f2_11: 49%|####8 | 391/800 [1:40:15<1:44:52, 15.39s/it, lr: 1.0e-04 loss: 1.286e-01]marianna_f2_11: 49%|####8 | 391/800 [1:40:15<1:44:52, 15.39s/it, lr: 1.0e-04 loss: 1.286e-01]marianna_f2_11: 49%|####9 | 392/800 [1:40:30<1:44:37, 15.38s/it, lr: 1.0e-04 loss: 5.092e-01]marianna_f2_11: 49%|####9 | 392/800 [1:40:30<1:44:37, 15.38s/it, lr: 1.0e-04 loss: 5.092e-01]marianna_f2_11: 49%|####9 | 393/800 [1:40:46<1:44:21, 15.38s/it, lr: 1.0e-04 loss: 6.024e-01]marianna_f2_11: 49%|####9 | 393/800 [1:40:46<1:44:21, 15.38s/it, lr: 1.0e-04 loss: 6.024e-01]marianna_f2_11: 49%|####9 | 394/800 [1:41:01<1:44:06, 15.38s/it, lr: 1.0e-04 loss: 1.837e-01]marianna_f2_11: 49%|####9 | 394/800 [1:41:01<1:44:06, 15.38s/it, lr: 1.0e-04 loss: 1.837e-01]marianna_f2_11: 49%|####9 | 395/800 [1:41:16<1:43:50, 15.38s/it, lr: 1.0e-04 loss: 1.147e-01]marianna_f2_11: 49%|####9 | 395/800 [1:41:16<1:43:50, 15.38s/it, lr: 1.0e-04 loss: 1.147e-01]marianna_f2_11: 50%|####9 | 396/800 [1:41:32<1:43:35, 15.38s/it, lr: 1.0e-04 loss: 1.897e-01]marianna_f2_11: 50%|####9 | 396/800 [1:41:32<1:43:35, 15.38s/it, lr: 1.0e-04 loss: 1.897e-01]marianna_f2_11: 50%|####9 | 397/800 [1:41:47<1:43:19, 15.38s/it, lr: 1.0e-04 loss: 4.839e-01]marianna_f2_11: 50%|####9 | 397/800 [1:41:47<1:43:19, 15.38s/it, lr: 1.0e-04 loss: 4.839e-01]marianna_f2_11: 50%|####9 | 398/800 [1:42:02<1:43:04, 15.38s/it, lr: 1.0e-04 loss: 3.793e-01]marianna_f2_11: 50%|####9 | 398/800 [1:42:02<1:43:04, 15.38s/it, lr: 1.0e-04 loss: 3.793e-01]marianna_f2_11: 50%|####9 | 399/800 [1:42:18<1:42:49, 15.38s/it, lr: 1.0e-04 loss: 4.490e-01]marianna_f2_11: 50%|####9 | 399/800 [1:42:18<1:42:49, 15.38s/it, lr: 1.0e-04 loss: 4.490e-01]
Saving at step 400
Saved checkpoint to D:\AI_Models\AI Toolkit UI\ai-toolkit\output\marianna_f2_11\marianna_f2_11_000000400.safetensors
Saved optimizer to D:\AI_Models\AI Toolkit UI\ai-toolkit\output\marianna_f2_11\optimizer.pt
marianna_f2_11: 50%|##### | 400/800 [1:42:34<1:42:34, 15.39s/it, lr: 1.0e-04 loss: 5.082e-01]marianna_f2_11: 50%|##### | 400/800 [1:42:34<1:42:34, 15.39s/it, lr: 1.0e-04 loss: 5.082e-01]marianna_f2_11: 50%|##### | 401/800 [1:42:49<1:42:18, 15.39s/it, lr: 1.0e-04 loss: 2.204e-01]marianna_f2_11: 50%|##### | 401/800 [1:42:49<1:42:18, 15.39s/it, lr: 1.0e-04 loss: 2.204e-01]marianna_f2_11: 50%|##### | 402/800 [1:43:05<1:42:03, 15.39s/it, lr: 1.0e-04 loss: 8.066e-01]marianna_f2_11: 50%|##### | 402/800 [1:43:05<1:42:03, 15.39s/it, lr: 1.0e-04 loss: 8.066e-01]marianna_f2_11: 50%|##### | 403/800 [1:43:20<1:41:47, 15.39s/it, lr: 1.0e-04 loss: 5.369e-01]marianna_f2_11: 50%|##### | 403/800 [1:43:20<1:41:47, 15.39s/it, lr: 1.0e-04 loss: 5.369e-01]marianna_f2_11: 50%|##### | 404/800 [1:43:35<1:41:32, 15.39s/it, lr: 1.0e-04 loss: 7.808e-01]marianna_f2_11: 50%|##### | 404/800 [1:43:35<1:41:32, 15.39s/it, lr: 1.0e-04 loss: 7.808e-01]marianna_f2_11: 51%|##### | 405/800 [1:43:51<1:41:17, 15.39s/it, lr: 1.0e-04 loss: 4.249e-01]marianna_f2_11: 51%|##### | 405/800 [1:43:51<1:41:17, 15.39s/it, lr: 1.0e-04 loss: 4.249e-01]marianna_f2_11: 51%|##### | 406/800 [1:44:06<1:41:01, 15.39s/it, lr: 1.0e-04 loss: 2.093e-01]marianna_f2_11: 51%|##### | 406/800 [1:44:06<1:41:01, 15.39s/it, lr: 1.0e-04 loss: 2.093e-01]marianna_f2_11: 51%|##### | 407/800 [1:44:21<1:40:46, 15.39s/it, lr: 1.0e-04 loss: 1.345e-01]marianna_f2_11: 51%|##### | 407/800 [1:44:21<1:40:46, 15.39s/it, lr: 1.0e-04 loss: 1.345e-01]marianna_f2_11: 51%|#####1 | 408/800 [1:44:36<1:40:30, 15.38s/it, lr: 1.0e-04 loss: 3.996e-01]marianna_f2_11: 51%|#####1 | 408/800 [1:44:36<1:40:30, 15.38s/it, lr: 1.0e-04 loss: 3.996e-01]marianna_f2_11: 51%|#####1 | 409/800 [1:44:52<1:40:15, 15.38s/it, lr: 1.0e-04 loss: 6.444e-02]marianna_f2_11: 51%|#####1 | 409/800 [1:44:52<1:40:15, 15.38s/it, lr: 1.0e-04 loss: 6.444e-02]marianna_f2_11: 51%|#####1 | 410/800 [1:45:07<1:39:59, 15.38s/it, lr: 1.0e-04 loss: 9.814e-01]marianna_f2_11: 51%|#####1 | 410/800 [1:45:07<1:39:59, 15.38s/it, lr: 1.0e-04 loss: 9.814e-01]marianna_f2_11: 51%|#####1 | 411/800 [1:45:22<1:39:44, 15.38s/it, lr: 1.0e-04 loss: 1.315e-01]marianna_f2_11: 51%|#####1 | 411/800 [1:45:22<1:39:44, 15.38s/it, lr: 1.0e-04 loss: 1.315e-01]marianna_f2_11: 52%|#####1 | 412/800 [1:45:39<1:39:30, 15.39s/it, lr: 1.0e-04 loss: 9.571e-01]marianna_f2_11: 52%|#####1 | 412/800 [1:45:39<1:39:30, 15.39s/it, lr: 1.0e-04 loss: 9.571e-01]marianna_f2_11: 52%|#####1 | 413/800 [1:45:54<1:39:14, 15.39s/it, lr: 1.0e-04 loss: 6.463e-01]marianna_f2_11: 52%|#####1 | 413/800 [1:45:54<1:39:14, 15.39s/it, lr: 1.0e-04 loss: 6.463e-01]marianna_f2_11: 52%|#####1 | 414/800 [1:46:10<1:38:59, 15.39s/it, lr: 1.0e-04 loss: 6.990e-01]marianna_f2_11: 52%|#####1 | 414/800 [1:46:10<1:38:59, 15.39s/it, lr: 1.0e-04 loss: 6.990e-01]marianna_f2_11: 52%|#####1 | 415/800 [1:46:25<1:38:43, 15.39s/it, lr: 1.0e-04 loss: 6.274e-01]marianna_f2_11: 52%|#####1 | 415/800 [1:46:25<1:38:43, 15.39s/it, lr: 1.0e-04 loss: 6.274e-01]marianna_f2_11: 52%|#####2 | 416/800 [1:46:40<1:38:28, 15.39s/it, lr: 1.0e-04 loss: 8.980e-01]marianna_f2_11: 52%|#####2 | 416/800 [1:46:40<1:38:28, 15.39s/it, lr: 1.0e-04 loss: 8.980e-01]marianna_f2_11: 52%|#####2 | 417/800 [1:46:56<1:38:12, 15.39s/it, lr: 1.0e-04 loss: 1.169e-01]marianna_f2_11: 52%|#####2 | 417/800 [1:46:56<1:38:12, 15.39s/it, lr: 1.0e-04 loss: 1.169e-01]marianna_f2_11: 52%|#####2 | 418/800 [1:47:11<1:37:57, 15.39s/it, lr: 1.0e-04 loss: 8.711e-01]marianna_f2_11: 52%|#####2 | 418/800 [1:47:11<1:37:57, 15.39s/it, lr: 1.0e-04 loss: 8.711e-01]marianna_f2_11: 52%|#####2 | 419/800 [1:47:26<1:37:42, 15.39s/it, lr: 1.0e-04 loss: 6.713e-01]marianna_f2_11: 52%|#####2 | 419/800 [1:47:26<1:37:42, 15.39s/it, lr: 1.0e-04 loss: 6.713e-01]marianna_f2_11: 52%|#####2 | 420/800 [1:47:42<1:37:26, 15.39s/it, lr: 1.0e-04 loss: 5.669e-01]marianna_f2_11: 52%|#####2 | 420/800 [1:47:42<1:37:26, 15.39s/it, lr: 1.0e-04 loss: 5.669e-01]marianna_f2_11: 53%|#####2 | 421/800 [1:47:57<1:37:11, 15.39s/it, lr: 1.0e-04 loss: 2.279e-01]marianna_f2_11: 53%|#####2 | 421/800 [1:47:57<1:37:11, 15.39s/it, lr: 1.0e-04 loss: 2.279e-01]marianna_f2_11: 53%|#####2 | 422/800 [1:48:12<1:36:55, 15.39s/it, lr: 1.0e-04 loss: 8.462e-01]marianna_f2_11: 53%|#####2 | 422/800 [1:48:12<1:36:55, 15.39s/it, lr: 1.0e-04 loss: 8.462e-01]marianna_f2_11: 53%|#####2 | 423/800 [1:48:27<1:36:40, 15.38s/it, lr: 1.0e-04 loss: 1.004e+00]marianna_f2_11: 53%|#####2 | 423/800 [1:48:27<1:36:40, 15.38s/it, lr: 1.0e-04 loss: 1.004e+00]marianna_f2_11: 53%|#####3 | 424/800 [1:48:43<1:36:24, 15.38s/it, lr: 1.0e-04 loss: 3.572e-01]marianna_f2_11: 53%|#####3 | 424/800 [1:48:43<1:36:24, 15.38s/it, lr: 1.0e-04 loss: 3.572e-01]marianna_f2_11: 53%|#####3 | 425/800 [1:48:58<1:36:09, 15.38s/it, lr: 1.0e-04 loss: 5.877e-01]marianna_f2_11: 53%|#####3 | 425/800 [1:48:58<1:36:09, 15.38s/it, lr: 1.0e-04 loss: 5.877e-01]marianna_f2_11: 53%|#####3 | 426/800 [1:49:13<1:35:53, 15.38s/it, lr: 1.0e-04 loss: 1.415e-01]marianna_f2_11: 53%|#####3 | 426/800 [1:49:13<1:35:53, 15.38s/it, lr: 1.0e-04 loss: 1.415e-01]marianna_f2_11: 53%|#####3 | 427/800 [1:49:29<1:35:38, 15.38s/it, lr: 1.0e-04 loss: 8.373e-01]marianna_f2_11: 53%|#####3 | 427/800 [1:49:29<1:35:38, 15.38s/it, lr: 1.0e-04 loss: 8.373e-01]marianna_f2_11: 54%|#####3 | 428/800 [1:49:44<1:35:22, 15.38s/it, lr: 1.0e-04 loss: 8.571e-01]marianna_f2_11: 54%|#####3 | 428/800 [1:49:44<1:35:22, 15.38s/it, lr: 1.0e-04 loss: 8.571e-01]marianna_f2_11: 54%|#####3 | 429/800 [1:49:59<1:35:07, 15.38s/it, lr: 1.0e-04 loss: 8.153e-01]marianna_f2_11: 54%|#####3 | 429/800 [1:49:59<1:35:07, 15.38s/it, lr: 1.0e-04 loss: 8.153e-01]marianna_f2_11: 54%|#####3 | 430/800 [1:50:14<1:34:51, 15.38s/it, lr: 1.0e-04 loss: 1.008e+00]marianna_f2_11: 54%|#####3 | 430/800 [1:50:14<1:34:51, 15.38s/it, lr: 1.0e-04 loss: 1.008e+00]marianna_f2_11: 54%|#####3 | 431/800 [1:50:30<1:34:36, 15.38s/it, lr: 1.0e-04 loss: 9.294e-01]marianna_f2_11: 54%|#####3 | 431/800 [1:50:30<1:34:36, 15.38s/it, lr: 1.0e-04 loss: 9.294e-01]marianna_f2_11: 54%|#####4 | 432/800 [1:50:45<1:34:21, 15.38s/it, lr: 1.0e-04 loss: 4.535e-01]marianna_f2_11: 54%|#####4 | 432/800 [1:50:45<1:34:21, 15.38s/it, lr: 1.0e-04 loss: 4.535e-01]marianna_f2_11: 54%|#####4 | 433/800 [1:51:00<1:34:05, 15.38s/it, lr: 1.0e-04 loss: 3.714e-01]marianna_f2_11: 54%|#####4 | 433/800 [1:51:00<1:34:05, 15.38s/it, lr: 1.0e-04 loss: 3.714e-01]marianna_f2_11: 54%|#####4 | 434/800 [1:51:16<1:33:50, 15.38s/it, lr: 1.0e-04 loss: 3.356e-01]marianna_f2_11: 54%|#####4 | 434/800 [1:51:16<1:33:50, 15.38s/it, lr: 1.0e-04 loss: 3.356e-01]marianna_f2_11: 54%|#####4 | 435/800 [1:51:31<1:33:34, 15.38s/it, lr: 1.0e-04 loss: 4.949e-02]marianna_f2_11: 54%|#####4 | 435/800 [1:51:31<1:33:34, 15.38s/it, lr: 1.0e-04 loss: 4.949e-02]marianna_f2_11: 55%|#####4 | 436/800 [1:51:46<1:33:19, 15.38s/it, lr: 1.0e-04 loss: 4.057e-01]marianna_f2_11: 55%|#####4 | 436/800 [1:51:46<1:33:19, 15.38s/it, lr: 1.0e-04 loss: 4.057e-01]marianna_f2_11: 55%|#####4 | 437/800 [1:52:02<1:33:03, 15.38s/it, lr: 1.0e-04 loss: 5.892e-01]marianna_f2_11: 55%|#####4 | 437/800 [1:52:02<1:33:03, 15.38s/it, lr: 1.0e-04 loss: 5.892e-01]marianna_f2_11: 55%|#####4 | 438/800 [1:52:17<1:32:48, 15.38s/it, lr: 1.0e-04 loss: 8.802e-01]marianna_f2_11: 55%|#####4 | 438/800 [1:52:17<1:32:48, 15.38s/it, lr: 1.0e-04 loss: 8.802e-01]marianna_f2_11: 55%|#####4 | 439/800 [1:52:32<1:32:32, 15.38s/it, lr: 1.0e-04 loss: 9.441e-02]marianna_f2_11: 55%|#####4 | 439/800 [1:52:32<1:32:32, 15.38s/it, lr: 1.0e-04 loss: 9.441e-02]marianna_f2_11: 55%|#####5 | 440/800 [1:52:48<1:32:17, 15.38s/it, lr: 1.0e-04 loss: 5.183e-01]marianna_f2_11: 55%|#####5 | 440/800 [1:52:48<1:32:17, 15.38s/it, lr: 1.0e-04 loss: 5.183e-01]marianna_f2_11: 55%|#####5 | 441/800 [1:53:03<1:32:02, 15.38s/it, lr: 1.0e-04 loss: 8.168e-01]marianna_f2_11: 55%|#####5 | 441/800 [1:53:03<1:32:02, 15.38s/it, lr: 1.0e-04 loss: 8.168e-01]marianna_f2_11: 55%|#####5 | 442/800 [1:53:18<1:31:46, 15.38s/it, lr: 1.0e-04 loss: 1.789e-01]marianna_f2_11: 55%|#####5 | 442/800 [1:53:18<1:31:46, 15.38s/it, lr: 1.0e-04 loss: 1.789e-01]marianna_f2_11: 55%|#####5 | 443/800 [1:53:34<1:31:31, 15.38s/it, lr: 1.0e-04 loss: 8.447e-01]marianna_f2_11: 55%|#####5 | 443/800 [1:53:34<1:31:31, 15.38s/it, lr: 1.0e-04 loss: 8.447e-01]marianna_f2_11: 56%|#####5 | 444/800 [1:53:49<1:31:15, 15.38s/it, lr: 1.0e-04 loss: 1.335e-01]marianna_f2_11: 56%|#####5 | 444/800 [1:53:49<1:31:15, 15.38s/it, lr: 1.0e-04 loss: 1.335e-01]marianna_f2_11: 56%|#####5 | 445/800 [1:54:04<1:31:00, 15.38s/it, lr: 1.0e-04 loss: 2.148e-01]marianna_f2_11: 56%|#####5 | 445/800 [1:54:04<1:31:00, 15.38s/it, lr: 1.0e-04 loss: 2.148e-01]marianna_f2_11: 56%|#####5 | 446/800 [1:54:19<1:30:44, 15.38s/it, lr: 1.0e-04 loss: 8.423e-01]marianna_f2_11: 56%|#####5 | 446/800 [1:54:19<1:30:44, 15.38s/it, lr: 1.0e-04 loss: 8.423e-01]marianna_f2_11: 56%|#####5 | 447/800 [1:54:35<1:30:29, 15.38s/it, lr: 1.0e-04 loss: 4.376e-01]marianna_f2_11: 56%|#####5 | 447/800 [1:54:35<1:30:29, 15.38s/it, lr: 1.0e-04 loss: 4.376e-01]marianna_f2_11: 56%|#####6 | 448/800 [1:54:50<1:30:13, 15.38s/it, lr: 1.0e-04 loss: 7.426e-01]marianna_f2_11: 56%|#####6 | 448/800 [1:54:50<1:30:13, 15.38s/it, lr: 1.0e-04 loss: 7.426e-01]marianna_f2_11: 56%|#####6 | 449/800 [1:55:05<1:29:58, 15.38s/it, lr: 1.0e-04 loss: 8.973e-01]marianna_f2_11: 56%|#####6 | 449/800 [1:55:05<1:29:58, 15.38s/it, lr: 1.0e-04 loss: 8.973e-01]marianna_f2_11: 56%|#####6 | 450/800 [1:55:21<1:29:43, 15.38s/it, lr: 1.0e-04 loss: 8.741e-01]marianna_f2_11: 56%|#####6 | 450/800 [1:55:21<1:29:43, 15.38s/it, lr: 1.0e-04 loss: 8.741e-01]marianna_f2_11: 56%|#####6 | 451/800 [1:55:36<1:29:27, 15.38s/it, lr: 1.0e-04 loss: 7.396e-01]marianna_f2_11: 56%|#####6 | 451/800 [1:55:36<1:29:27, 15.38s/it, lr: 1.0e-04 loss: 7.396e-01]marianna_f2_11: 56%|#####6 | 452/800 [1:55:51<1:29:12, 15.38s/it, lr: 1.0e-04 loss: 9.480e-01]marianna_f2_11: 56%|#####6 | 452/800 [1:55:51<1:29:12, 15.38s/it, lr: 1.0e-04 loss: 9.480e-01]marianna_f2_11: 57%|#####6 | 453/800 [1:56:06<1:28:56, 15.38s/it, lr: 1.0e-04 loss: 1.012e+00]marianna_f2_11: 57%|#####6 | 453/800 [1:56:06<1:28:56, 15.38s/it, lr: 1.0e-04 loss: 1.012e+00]marianna_f2_11: 57%|#####6 | 454/800 [1:56:22<1:28:41, 15.38s/it, lr: 1.0e-04 loss: 5.647e-01]marianna_f2_11: 57%|#####6 | 454/800 [1:56:22<1:28:41, 15.38s/it, lr: 1.0e-04 loss: 5.647e-01]marianna_f2_11: 57%|#####6 | 455/800 [1:56:37<1:28:25, 15.38s/it, lr: 1.0e-04 loss: 7.107e-01]marianna_f2_11: 57%|#####6 | 455/800 [1:56:37<1:28:25, 15.38s/it, lr: 1.0e-04 loss: 7.107e-01]marianna_f2_11: 57%|#####6 | 456/800 [1:56:52<1:28:10, 15.38s/it, lr: 1.0e-04 loss: 8.538e-01]marianna_f2_11: 57%|#####6 | 456/800 [1:56:52<1:28:10, 15.38s/it, lr: 1.0e-04 loss: 8.538e-01]marianna_f2_11: 57%|#####7 | 457/800 [1:57:07<1:27:54, 15.38s/it, lr: 1.0e-04 loss: 1.716e-01]marianna_f2_11: 57%|#####7 | 457/800 [1:57:07<1:27:54, 15.38s/it, lr: 1.0e-04 loss: 1.716e-01]marianna_f2_11: 57%|#####7 | 458/800 [1:57:23<1:27:39, 15.38s/it, lr: 1.0e-04 loss: 6.836e-01]marianna_f2_11: 57%|#####7 | 458/800 [1:57:23<1:27:39, 15.38s/it, lr: 1.0e-04 loss: 6.836e-01]marianna_f2_11: 57%|#####7 | 459/800 [1:57:38<1:27:23, 15.38s/it, lr: 1.0e-04 loss: 3.535e-01]marianna_f2_11: 57%|#####7 | 459/800 [1:57:38<1:27:23, 15.38s/it, lr: 1.0e-04 loss: 3.535e-01]marianna_f2_11: 57%|#####7 | 460/800 [1:57:53<1:27:08, 15.38s/it, lr: 1.0e-04 loss: 6.344e-01]marianna_f2_11: 57%|#####7 | 460/800 [1:57:53<1:27:08, 15.38s/it, lr: 1.0e-04 loss: 6.344e-01]marianna_f2_11: 58%|#####7 | 461/800 [1:58:08<1:26:52, 15.38s/it, lr: 1.0e-04 loss: 4.862e-01]marianna_f2_11: 58%|#####7 | 461/800 [1:58:08<1:26:52, 15.38s/it, lr: 1.0e-04 loss: 4.862e-01]marianna_f2_11: 58%|#####7 | 462/800 [1:58:23<1:26:37, 15.38s/it, lr: 1.0e-04 loss: 7.277e-01]marianna_f2_11: 58%|#####7 | 462/800 [1:58:23<1:26:37, 15.38s/it, lr: 1.0e-04 loss: 7.277e-01]marianna_f2_11: 58%|#####7 | 463/800 [1:58:39<1:26:21, 15.38s/it, lr: 1.0e-04 loss: 7.961e-01]marianna_f2_11: 58%|#####7 | 463/800 [1:58:39<1:26:21, 15.38s/it, lr: 1.0e-04 loss: 7.961e-01]marianna_f2_11: 58%|#####8 | 464/800 [1:58:54<1:26:06, 15.38s/it, lr: 1.0e-04 loss: 1.202e-01]marianna_f2_11: 58%|#####8 | 464/800 [1:58:54<1:26:06, 15.38s/it, lr: 1.0e-04 loss: 1.202e-01]marianna_f2_11: 58%|#####8 | 465/800 [1:59:09<1:25:50, 15.38s/it, lr: 1.0e-04 loss: 1.592e-01]marianna_f2_11: 58%|#####8 | 465/800 [1:59:09<1:25:50, 15.38s/it, lr: 1.0e-04 loss: 1.592e-01]marianna_f2_11: 58%|#####8 | 466/800 [1:59:24<1:25:35, 15.38s/it, lr: 1.0e-04 loss: 6.300e-01]marianna_f2_11: 58%|#####8 | 466/800 [1:59:24<1:25:35, 15.38s/it, lr: 1.0e-04 loss: 6.300e-01]marianna_f2_11: 58%|#####8 | 467/800 [1:59:40<1:25:19, 15.37s/it, lr: 1.0e-04 loss: 4.952e-02]marianna_f2_11: 58%|#####8 | 467/800 [1:59:40<1:25:19, 15.37s/it, lr: 1.0e-04 loss: 4.952e-02]marianna_f2_11: 58%|#####8 | 468/800 [1:59:55<1:25:04, 15.37s/it, lr: 1.0e-04 loss: 2.923e-01]marianna_f2_11: 58%|#####8 | 468/800 [1:59:55<1:25:04, 15.37s/it, lr: 1.0e-04 loss: 2.923e-01]marianna_f2_11: 59%|#####8 | 469/800 [2:00:10<1:24:48, 15.37s/it, lr: 1.0e-04 loss: 6.225e-01]marianna_f2_11: 59%|#####8 | 469/800 [2:00:10<1:24:48, 15.37s/it, lr: 1.0e-04 loss: 6.225e-01]marianna_f2_11: 59%|#####8 | 470/800 [2:00:26<1:24:33, 15.37s/it, lr: 1.0e-04 loss: 2.583e-01]marianna_f2_11: 59%|#####8 | 470/800 [2:00:26<1:24:33, 15.37s/it, lr: 1.0e-04 loss: 2.583e-01]marianna_f2_11: 59%|#####8 | 471/800 [2:00:41<1:24:18, 15.37s/it, lr: 1.0e-04 loss: 7.039e-01]marianna_f2_11: 59%|#####8 | 471/800 [2:00:41<1:24:18, 15.37s/it, lr: 1.0e-04 loss: 7.039e-01]marianna_f2_11: 59%|#####8 | 472/800 [2:00:56<1:24:02, 15.37s/it, lr: 1.0e-04 loss: 9.363e-01]marianna_f2_11: 59%|#####8 | 472/800 [2:00:56<1:24:02, 15.37s/it, lr: 1.0e-04 loss: 9.363e-01]marianna_f2_11: 59%|#####9 | 473/800 [2:01:11<1:23:47, 15.37s/it, lr: 1.0e-04 loss: 4.117e-01]marianna_f2_11: 59%|#####9 | 473/800 [2:01:11<1:23:47, 15.37s/it, lr: 1.0e-04 loss: 4.117e-01]marianna_f2_11: 59%|#####9 | 474/800 [2:01:27<1:23:31, 15.37s/it, lr: 1.0e-04 loss: 7.895e-01]marianna_f2_11: 59%|#####9 | 474/800 [2:01:27<1:23:31, 15.37s/it, lr: 1.0e-04 loss: 7.895e-01]marianna_f2_11: 59%|#####9 | 475/800 [2:01:42<1:23:16, 15.37s/it, lr: 1.0e-04 loss: 5.597e-01]marianna_f2_11: 59%|#####9 | 475/800 [2:01:42<1:23:16, 15.37s/it, lr: 1.0e-04 loss: 5.597e-01]marianna_f2_11: 60%|#####9 | 476/800 [2:01:57<1:23:00, 15.37s/it, lr: 1.0e-04 loss: 4.416e-01]marianna_f2_11: 60%|#####9 | 476/800 [2:01:57<1:23:00, 15.37s/it, lr: 1.0e-04 loss: 4.416e-01]marianna_f2_11: 60%|#####9 | 477/800 [2:02:12<1:22:45, 15.37s/it, lr: 1.0e-04 loss: 2.871e-01]marianna_f2_11: 60%|#####9 | 477/800 [2:02:12<1:22:45, 15.37s/it, lr: 1.0e-04 loss: 2.871e-01]marianna_f2_11: 60%|#####9 | 478/800 [2:02:28<1:22:30, 15.37s/it, lr: 1.0e-04 loss: 6.245e-01]marianna_f2_11: 60%|#####9 | 478/800 [2:02:28<1:22:30, 15.37s/it, lr: 1.0e-04 loss: 6.245e-01]marianna_f2_11: 60%|#####9 | 479/800 [2:02:43<1:22:14, 15.37s/it, lr: 1.0e-04 loss: 7.614e-01]marianna_f2_11: 60%|#####9 | 479/800 [2:02:43<1:22:14, 15.37s/it, lr: 1.0e-04 loss: 7.614e-01]marianna_f2_11: 60%|###### | 480/800 [2:02:58<1:21:59, 15.37s/it, lr: 1.0e-04 loss: 7.934e-01]marianna_f2_11: 60%|###### | 480/800 [2:02:58<1:21:59, 15.37s/it, lr: 1.0e-04 loss: 7.934e-01]marianna_f2_11: 60%|###### | 481/800 [2:03:14<1:21:43, 15.37s/it, lr: 1.0e-04 loss: 5.432e-01]marianna_f2_11: 60%|###### | 481/800 [2:03:14<1:21:43, 15.37s/it, lr: 1.0e-04 loss: 5.432e-01]marianna_f2_11: 60%|###### | 482/800 [2:03:29<1:21:28, 15.37s/it, lr: 1.0e-04 loss: 9.993e-01]marianna_f2_11: 60%|###### | 482/800 [2:03:29<1:21:28, 15.37s/it, lr: 1.0e-04 loss: 9.993e-01]marianna_f2_11: 60%|###### | 483/800 [2:03:44<1:21:12, 15.37s/it, lr: 1.0e-04 loss: 1.966e-02]marianna_f2_11: 60%|###### | 483/800 [2:03:44<1:21:12, 15.37s/it, lr: 1.0e-04 loss: 1.966e-02]marianna_f2_11: 60%|###### | 484/800 [2:03:59<1:20:57, 15.37s/it, lr: 1.0e-04 loss: 3.571e-01]marianna_f2_11: 60%|###### | 484/800 [2:03:59<1:20:57, 15.37s/it, lr: 1.0e-04 loss: 3.571e-01]marianna_f2_11: 61%|###### | 485/800 [2:04:14<1:20:41, 15.37s/it, lr: 1.0e-04 loss: 2.115e-01]marianna_f2_11: 61%|###### | 485/800 [2:04:14<1:20:41, 15.37s/it, lr: 1.0e-04 loss: 2.115e-01]marianna_f2_11: 61%|###### | 486/800 [2:04:30<1:20:26, 15.37s/it, lr: 1.0e-04 loss: 6.442e-01]marianna_f2_11: 61%|###### | 486/800 [2:04:30<1:20:26, 15.37s/it, lr: 1.0e-04 loss: 6.442e-01]marianna_f2_11: 61%|###### | 487/800 [2:04:45<1:20:11, 15.37s/it, lr: 1.0e-04 loss: 6.247e-02]marianna_f2_11: 61%|###### | 487/800 [2:04:45<1:20:11, 15.37s/it, lr: 1.0e-04 loss: 6.247e-02]marianna_f2_11: 61%|######1 | 488/800 [2:05:00<1:19:55, 15.37s/it, lr: 1.0e-04 loss: 2.032e-01]marianna_f2_11: 61%|######1 | 488/800 [2:05:00<1:19:55, 15.37s/it, lr: 1.0e-04 loss: 2.032e-01]marianna_f2_11: 61%|######1 | 489/800 [2:05:15<1:19:39, 15.37s/it, lr: 1.0e-04 loss: 7.642e-01]marianna_f2_11: 61%|######1 | 489/800 [2:05:15<1:19:39, 15.37s/it, lr: 1.0e-04 loss: 7.642e-01]marianna_f2_11: 61%|######1 | 490/800 [2:05:30<1:19:24, 15.37s/it, lr: 1.0e-04 loss: 7.353e-01]marianna_f2_11: 61%|######1 | 490/800 [2:05:30<1:19:24, 15.37s/it, lr: 1.0e-04 loss: 7.353e-01]marianna_f2_11: 61%|######1 | 491/800 [2:05:45<1:19:08, 15.37s/it, lr: 1.0e-04 loss: 5.920e-01]marianna_f2_11: 61%|######1 | 491/800 [2:05:45<1:19:08, 15.37s/it, lr: 1.0e-04 loss: 5.920e-01]marianna_f2_11: 62%|######1 | 492/800 [2:06:01<1:18:53, 15.37s/it, lr: 1.0e-04 loss: 9.226e-01]marianna_f2_11: 62%|######1 | 492/800 [2:06:01<1:18:53, 15.37s/it, lr: 1.0e-04 loss: 9.226e-01]marianna_f2_11: 62%|######1 | 493/800 [2:06:16<1:18:38, 15.37s/it, lr: 1.0e-04 loss: 1.422e-01]marianna_f2_11: 62%|######1 | 493/800 [2:06:16<1:18:38, 15.37s/it, lr: 1.0e-04 loss: 1.422e-01]marianna_f2_11: 62%|######1 | 494/800 [2:06:32<1:18:22, 15.37s/it, lr: 1.0e-04 loss: 8.486e-01]marianna_f2_11: 62%|######1 | 494/800 [2:06:32<1:18:22, 15.37s/it, lr: 1.0e-04 loss: 8.486e-01]marianna_f2_11: 62%|######1 | 495/800 [2:06:47<1:18:07, 15.37s/it, lr: 1.0e-04 loss: 2.002e-01]marianna_f2_11: 62%|######1 | 495/800 [2:06:47<1:18:07, 15.37s/it, lr: 1.0e-04 loss: 2.002e-01]marianna_f2_11: 62%|######2 | 496/800 [2:07:02<1:17:52, 15.37s/it, lr: 1.0e-04 loss: 3.950e-01]marianna_f2_11: 62%|######2 | 496/800 [2:07:02<1:17:52, 15.37s/it, lr: 1.0e-04 loss: 3.950e-01]marianna_f2_11: 62%|######2 | 497/800 [2:07:18<1:17:36, 15.37s/it, lr: 1.0e-04 loss: 8.295e-01]marianna_f2_11: 62%|######2 | 497/800 [2:07:18<1:17:36, 15.37s/it, lr: 1.0e-04 loss: 8.295e-01]marianna_f2_11: 62%|######2 | 498/800 [2:07:33<1:17:21, 15.37s/it, lr: 1.0e-04 loss: 8.667e-01]marianna_f2_11: 62%|######2 | 498/800 [2:07:33<1:17:21, 15.37s/it, lr: 1.0e-04 loss: 8.667e-01]marianna_f2_11: 62%|######2 | 499/800 [2:07:48<1:17:05, 15.37s/it, lr: 1.0e-04 loss: 5.765e-01]marianna_f2_11: 62%|######2 | 499/800 [2:07:48<1:17:05, 15.37s/it, lr: 1.0e-04 loss: 5.765e-01]marianna_f2_11: 62%|######2 | 500/800 [2:08:03<1:16:50, 15.37s/it, lr: 1.0e-04 loss: 2.437e-01]marianna_f2_11: 62%|######2 | 500/800 [2:08:03<1:16:50, 15.37s/it, lr: 1.0e-04 loss: 2.437e-01]marianna_f2_11: 63%|######2 | 501/800 [2:08:19<1:16:34, 15.37s/it, lr: 1.0e-04 loss: 9.185e-01]marianna_f2_11: 63%|######2 | 501/800 [2:08:19<1:16:34, 15.37s/it, lr: 1.0e-04 loss: 9.185e-01]marianna_f2_11: 63%|######2 | 502/800 [2:08:34<1:16:19, 15.37s/it, lr: 1.0e-04 loss: 7.254e-01]marianna_f2_11: 63%|######2 | 502/800 [2:08:34<1:16:19, 15.37s/it, lr: 1.0e-04 loss: 7.254e-01]marianna_f2_11: 63%|######2 | 503/800 [2:08:50<1:16:04, 15.37s/it, lr: 1.0e-04 loss: 6.941e-01]marianna_f2_11: 63%|######2 | 503/800 [2:08:50<1:16:04, 15.37s/it, lr: 1.0e-04 loss: 6.941e-01]marianna_f2_11: 63%|######3 | 504/800 [2:09:05<1:15:48, 15.37s/it, lr: 1.0e-04 loss: 2.563e-01]marianna_f2_11: 63%|######3 | 504/800 [2:09:05<1:15:48, 15.37s/it, lr: 1.0e-04 loss: 2.563e-01]marianna_f2_11: 63%|######3 | 505/800 [2:09:20<1:15:33, 15.37s/it, lr: 1.0e-04 loss: 5.965e-02]marianna_f2_11: 63%|######3 | 505/800 [2:09:20<1:15:33, 15.37s/it, lr: 1.0e-04 loss: 5.965e-02]marianna_f2_11: 63%|######3 | 506/800 [2:09:36<1:15:18, 15.37s/it, lr: 1.0e-04 loss: 1.543e-01]marianna_f2_11: 63%|######3 | 506/800 [2:09:36<1:15:18, 15.37s/it, lr: 1.0e-04 loss: 1.543e-01]marianna_f2_11: 63%|######3 | 507/800 [2:09:51<1:15:02, 15.37s/it, lr: 1.0e-04 loss: 2.044e-01]marianna_f2_11: 63%|######3 | 507/800 [2:09:51<1:15:02, 15.37s/it, lr: 1.0e-04 loss: 2.044e-01]marianna_f2_11: 64%|######3 | 508/800 [2:10:06<1:14:47, 15.37s/it, lr: 1.0e-04 loss: 5.444e-02]marianna_f2_11: 64%|######3 | 508/800 [2:10:06<1:14:47, 15.37s/it, lr: 1.0e-04 loss: 5.444e-02]marianna_f2_11: 64%|######3 | 509/800 [2:10:22<1:14:32, 15.37s/it, lr: 1.0e-04 loss: 8.543e-01]marianna_f2_11: 64%|######3 | 509/800 [2:10:22<1:14:32, 15.37s/it, lr: 1.0e-04 loss: 8.543e-01]marianna_f2_11: 64%|######3 | 510/800 [2:10:37<1:14:16, 15.37s/it, lr: 1.0e-04 loss: 4.536e-01]marianna_f2_11: 64%|######3 | 510/800 [2:10:37<1:14:16, 15.37s/it, lr: 1.0e-04 loss: 4.536e-01]marianna_f2_11: 64%|######3 | 511/800 [2:10:52<1:14:01, 15.37s/it, lr: 1.0e-04 loss: 7.207e-01]marianna_f2_11: 64%|######3 | 511/800 [2:10:52<1:14:01, 15.37s/it, lr: 1.0e-04 loss: 7.207e-01]marianna_f2_11: 64%|######4 | 512/800 [2:11:08<1:13:45, 15.37s/it, lr: 1.0e-04 loss: 5.574e-01]marianna_f2_11: 64%|######4 | 512/800 [2:11:08<1:13:45, 15.37s/it, lr: 1.0e-04 loss: 5.574e-01]marianna_f2_11: 64%|######4 | 513/800 [2:11:23<1:13:30, 15.37s/it, lr: 1.0e-04 loss: 4.175e-01]marianna_f2_11: 64%|######4 | 513/800 [2:11:23<1:13:30, 15.37s/it, lr: 1.0e-04 loss: 4.175e-01]marianna_f2_11: 64%|######4 | 514/800 [2:11:39<1:13:15, 15.37s/it, lr: 1.0e-04 loss: 3.972e-02]marianna_f2_11: 64%|######4 | 514/800 [2:11:39<1:13:15, 15.37s/it, lr: 1.0e-04 loss: 3.972e-02]marianna_f2_11: 64%|######4 | 515/800 [2:11:54<1:12:59, 15.37s/it, lr: 1.0e-04 loss: 3.030e-01]marianna_f2_11: 64%|######4 | 515/800 [2:11:54<1:12:59, 15.37s/it, lr: 1.0e-04 loss: 3.030e-01]marianna_f2_11: 64%|######4 | 516/800 [2:12:09<1:12:44, 15.37s/it, lr: 1.0e-04 loss: 6.092e-01]marianna_f2_11: 64%|######4 | 516/800 [2:12:09<1:12:44, 15.37s/it, lr: 1.0e-04 loss: 6.092e-01]marianna_f2_11: 65%|######4 | 517/800 [2:12:25<1:12:29, 15.37s/it, lr: 1.0e-04 loss: 8.401e-01]marianna_f2_11: 65%|######4 | 517/800 [2:12:25<1:12:29, 15.37s/it, lr: 1.0e-04 loss: 8.401e-01]marianna_f2_11: 65%|######4 | 518/800 [2:12:40<1:12:13, 15.37s/it, lr: 1.0e-04 loss: 6.030e-01]marianna_f2_11: 65%|######4 | 518/800 [2:12:40<1:12:13, 15.37s/it, lr: 1.0e-04 loss: 6.030e-01]marianna_f2_11: 65%|######4 | 519/800 [2:12:55<1:11:58, 15.37s/it, lr: 1.0e-04 loss: 6.959e-01]marianna_f2_11: 65%|######4 | 519/800 [2:12:55<1:11:58, 15.37s/it, lr: 1.0e-04 loss: 6.959e-01]marianna_f2_11: 65%|######5 | 520/800 [2:13:11<1:11:42, 15.37s/it, lr: 1.0e-04 loss: 8.849e-01]marianna_f2_11: 65%|######5 | 520/800 [2:13:11<1:11:42, 15.37s/it, lr: 1.0e-04 loss: 8.849e-01]marianna_f2_11: 65%|######5 | 521/800 [2:13:26<1:11:27, 15.37s/it, lr: 1.0e-04 loss: 8.911e-01]marianna_f2_11: 65%|######5 | 521/800 [2:13:26<1:11:27, 15.37s/it, lr: 1.0e-04 loss: 8.911e-01]marianna_f2_11: 65%|######5 | 522/800 [2:13:41<1:11:12, 15.37s/it, lr: 1.0e-04 loss: 3.803e-01]marianna_f2_11: 65%|######5 | 522/800 [2:13:41<1:11:12, 15.37s/it, lr: 1.0e-04 loss: 3.803e-01]marianna_f2_11: 65%|######5 | 523/800 [2:13:57<1:10:56, 15.37s/it, lr: 1.0e-04 loss: 4.309e-01]marianna_f2_11: 65%|######5 | 523/800 [2:13:57<1:10:56, 15.37s/it, lr: 1.0e-04 loss: 4.309e-01]marianna_f2_11: 66%|######5 | 524/800 [2:14:12<1:10:41, 15.37s/it, lr: 1.0e-04 loss: 8.164e-01]marianna_f2_11: 66%|######5 | 524/800 [2:14:12<1:10:41, 15.37s/it, lr: 1.0e-04 loss: 8.164e-01]marianna_f2_11: 66%|######5 | 525/800 [2:14:27<1:10:26, 15.37s/it, lr: 1.0e-04 loss: 7.146e-01]marianna_f2_11: 66%|######5 | 525/800 [2:14:27<1:10:26, 15.37s/it, lr: 1.0e-04 loss: 7.146e-01]marianna_f2_11: 66%|######5 | 526/800 [2:14:42<1:10:10, 15.37s/it, lr: 1.0e-04 loss: 5.893e-01]marianna_f2_11: 66%|######5 | 526/800 [2:14:42<1:10:10, 15.37s/it, lr: 1.0e-04 loss: 5.893e-01]marianna_f2_11: 66%|######5 | 527/800 [2:14:58<1:09:55, 15.37s/it, lr: 1.0e-04 loss: 3.621e-01]marianna_f2_11: 66%|######5 | 527/800 [2:14:58<1:09:55, 15.37s/it, lr: 1.0e-04 loss: 3.621e-01]marianna_f2_11: 66%|######6 | 528/800 [2:15:13<1:09:39, 15.37s/it, lr: 1.0e-04 loss: 4.766e-01]marianna_f2_11: 66%|######6 | 528/800 [2:15:13<1:09:39, 15.37s/it, lr: 1.0e-04 loss: 4.766e-01]marianna_f2_11: 66%|######6 | 529/800 [2:15:28<1:09:24, 15.37s/it, lr: 1.0e-04 loss: 2.359e-02]marianna_f2_11: 66%|######6 | 529/800 [2:15:28<1:09:24, 15.37s/it, lr: 1.0e-04 loss: 2.359e-02]marianna_f2_11: 66%|######6 | 530/800 [2:15:43<1:09:08, 15.37s/it, lr: 1.0e-04 loss: 9.814e-01]marianna_f2_11: 66%|######6 | 530/800 [2:15:43<1:09:08, 15.37s/it, lr: 1.0e-04 loss: 9.814e-01]marianna_f2_11: 66%|######6 | 531/800 [2:15:59<1:08:53, 15.37s/it, lr: 1.0e-04 loss: 2.169e-01]marianna_f2_11: 66%|######6 | 531/800 [2:15:59<1:08:53, 15.37s/it, lr: 1.0e-04 loss: 2.169e-01]marianna_f2_11: 66%|######6 | 532/800 [2:16:14<1:08:38, 15.37s/it, lr: 1.0e-04 loss: 4.452e-02]marianna_f2_11: 66%|######6 | 532/800 [2:16:14<1:08:38, 15.37s/it, lr: 1.0e-04 loss: 4.452e-02]marianna_f2_11: 67%|######6 | 533/800 [2:16:29<1:08:22, 15.37s/it, lr: 1.0e-04 loss: 8.121e-01]marianna_f2_11: 67%|######6 | 533/800 [2:16:29<1:08:22, 15.37s/it, lr: 1.0e-04 loss: 8.121e-01]marianna_f2_11: 67%|######6 | 534/800 [2:16:45<1:08:07, 15.37s/it, lr: 1.0e-04 loss: 2.961e-02]marianna_f2_11: 67%|######6 | 534/800 [2:16:45<1:08:07, 15.37s/it, lr: 1.0e-04 loss: 2.961e-02]marianna_f2_11: 67%|######6 | 535/800 [2:17:00<1:07:51, 15.37s/it, lr: 1.0e-04 loss: 6.953e-01]marianna_f2_11: 67%|######6 | 535/800 [2:17:00<1:07:51, 15.37s/it, lr: 1.0e-04 loss: 6.953e-01]marianna_f2_11: 67%|######7 | 536/800 [2:17:16<1:07:36, 15.37s/it, lr: 1.0e-04 loss: 8.050e-01]marianna_f2_11: 67%|######7 | 536/800 [2:17:16<1:07:36, 15.37s/it, lr: 1.0e-04 loss: 8.050e-01]marianna_f2_11: 67%|######7 | 537/800 [2:17:31<1:07:21, 15.37s/it, lr: 1.0e-04 loss: 7.273e-01]marianna_f2_11: 67%|######7 | 537/800 [2:17:31<1:07:21, 15.37s/it, lr: 1.0e-04 loss: 7.273e-01]marianna_f2_11: 67%|######7 | 538/800 [2:17:47<1:07:05, 15.37s/it, lr: 1.0e-04 loss: 1.909e-01]marianna_f2_11: 67%|######7 | 538/800 [2:17:47<1:07:05, 15.37s/it, lr: 1.0e-04 loss: 1.909e-01]marianna_f2_11: 67%|######7 | 539/800 [2:18:02<1:06:50, 15.37s/it, lr: 1.0e-04 loss: 5.376e-01]marianna_f2_11: 67%|######7 | 539/800 [2:18:02<1:06:50, 15.37s/it, lr: 1.0e-04 loss: 5.376e-01]marianna_f2_11: 68%|######7 | 540/800 [2:18:17<1:06:35, 15.37s/it, lr: 1.0e-04 loss: 6.428e-01]marianna_f2_11: 68%|######7 | 540/800 [2:18:17<1:06:35, 15.37s/it, lr: 1.0e-04 loss: 6.428e-01]marianna_f2_11: 68%|######7 | 541/800 [2:18:32<1:06:19, 15.37s/it, lr: 1.0e-04 loss: 3.219e-01]marianna_f2_11: 68%|######7 | 541/800 [2:18:32<1:06:19, 15.37s/it, lr: 1.0e-04 loss: 3.219e-01]marianna_f2_11: 68%|######7 | 542/800 [2:18:48<1:06:04, 15.37s/it, lr: 1.0e-04 loss: 7.779e-01]marianna_f2_11: 68%|######7 | 542/800 [2:18:48<1:06:04, 15.37s/it, lr: 1.0e-04 loss: 7.779e-01]marianna_f2_11: 68%|######7 | 543/800 [2:19:03<1:05:48, 15.37s/it, lr: 1.0e-04 loss: 7.392e-01]marianna_f2_11: 68%|######7 | 543/800 [2:19:03<1:05:48, 15.37s/it, lr: 1.0e-04 loss: 7.392e-01]marianna_f2_11: 68%|######8 | 544/800 [2:19:18<1:05:33, 15.37s/it, lr: 1.0e-04 loss: 8.085e-01]marianna_f2_11: 68%|######8 | 544/800 [2:19:18<1:05:33, 15.37s/it, lr: 1.0e-04 loss: 8.085e-01]marianna_f2_11: 68%|######8 | 545/800 [2:19:34<1:05:18, 15.37s/it, lr: 1.0e-04 loss: 7.783e-01]marianna_f2_11: 68%|######8 | 545/800 [2:19:34<1:05:18, 15.37s/it, lr: 1.0e-04 loss: 7.783e-01]marianna_f2_11: 68%|######8 | 546/800 [2:19:49<1:05:02, 15.37s/it, lr: 1.0e-04 loss: 5.457e-02]marianna_f2_11: 68%|######8 | 546/800 [2:19:49<1:05:02, 15.37s/it, lr: 1.0e-04 loss: 5.457e-02]marianna_f2_11: 68%|######8 | 547/800 [2:20:04<1:04:47, 15.37s/it, lr: 1.0e-04 loss: 7.617e-01]marianna_f2_11: 68%|######8 | 547/800 [2:20:04<1:04:47, 15.37s/it, lr: 1.0e-04 loss: 7.617e-01]marianna_f2_11: 68%|######8 | 548/800 [2:20:20<1:04:32, 15.37s/it, lr: 1.0e-04 loss: 1.670e-01]marianna_f2_11: 68%|######8 | 548/800 [2:20:20<1:04:32, 15.37s/it, lr: 1.0e-04 loss: 1.670e-01]marianna_f2_11: 69%|######8 | 549/800 [2:20:35<1:04:16, 15.36s/it, lr: 1.0e-04 loss: 4.598e-01]marianna_f2_11: 69%|######8 | 549/800 [2:20:35<1:04:16, 15.36s/it, lr: 1.0e-04 loss: 4.598e-01]marianna_f2_11: 69%|######8 | 550/800 [2:20:50<1:04:01, 15.36s/it, lr: 1.0e-04 loss: 9.648e-01]marianna_f2_11: 69%|######8 | 550/800 [2:20:50<1:04:01, 15.36s/it, lr: 1.0e-04 loss: 9.648e-01]marianna_f2_11: 69%|######8 | 551/800 [2:21:06<1:03:45, 15.37s/it, lr: 1.0e-04 loss: 3.944e-01]marianna_f2_11: 69%|######8 | 551/800 [2:21:06<1:03:45, 15.37s/it, lr: 1.0e-04 loss: 3.944e-01]marianna_f2_11: 69%|######9 | 552/800 [2:21:21<1:03:30, 15.36s/it, lr: 1.0e-04 loss: 9.125e-01]marianna_f2_11: 69%|######9 | 552/800 [2:21:21<1:03:30, 15.36s/it, lr: 1.0e-04 loss: 9.125e-01]marianna_f2_11: 69%|######9 | 553/800 [2:21:36<1:03:15, 15.37s/it, lr: 1.0e-04 loss: 5.942e-01]marianna_f2_11: 69%|######9 | 553/800 [2:21:36<1:03:15, 15.37s/it, lr: 1.0e-04 loss: 5.942e-01]marianna_f2_11: 69%|######9 | 554/800 [2:21:52<1:02:59, 15.37s/it, lr: 1.0e-04 loss: 4.273e-01]marianna_f2_11: 69%|######9 | 554/800 [2:21:52<1:02:59, 15.37s/it, lr: 1.0e-04 loss: 4.273e-01]marianna_f2_11: 69%|######9 | 555/800 [2:22:07<1:02:44, 15.36s/it, lr: 1.0e-04 loss: 4.807e-01]marianna_f2_11: 69%|######9 | 555/800 [2:22:07<1:02:44, 15.36s/it, lr: 1.0e-04 loss: 4.807e-01]marianna_f2_11: 70%|######9 | 556/800 [2:22:22<1:02:29, 15.36s/it, lr: 1.0e-04 loss: 3.601e-01]marianna_f2_11: 70%|######9 | 556/800 [2:22:22<1:02:29, 15.36s/it, lr: 1.0e-04 loss: 3.601e-01]marianna_f2_11: 70%|######9 | 557/800 [2:22:38<1:02:13, 15.37s/it, lr: 1.0e-04 loss: 8.875e-01]marianna_f2_11: 70%|######9 | 557/800 [2:22:38<1:02:13, 15.37s/it, lr: 1.0e-04 loss: 8.875e-01]marianna_f2_11: 70%|######9 | 558/800 [2:22:53<1:01:58, 15.37s/it, lr: 1.0e-04 loss: 8.279e-01]marianna_f2_11: 70%|######9 | 558/800 [2:22:53<1:01:58, 15.37s/it, lr: 1.0e-04 loss: 8.279e-01]marianna_f2_11: 70%|######9 | 559/800 [2:23:09<1:01:42, 15.36s/it, lr: 1.0e-04 loss: 2.484e-01]marianna_f2_11: 70%|######9 | 559/800 [2:23:09<1:01:42, 15.36s/it, lr: 1.0e-04 loss: 2.484e-01]marianna_f2_11: 70%|####### | 560/800 [2:23:24<1:01:27, 15.36s/it, lr: 1.0e-04 loss: 7.507e-01]marianna_f2_11: 70%|####### | 560/800 [2:23:24<1:01:27, 15.36s/it, lr: 1.0e-04 loss: 7.507e-01]marianna_f2_11: 70%|####### | 561/800 [2:23:39<1:01:12, 15.36s/it, lr: 1.0e-04 loss: 2.771e-01]marianna_f2_11: 70%|####### | 561/800 [2:23:39<1:01:12, 15.36s/it, lr: 1.0e-04 loss: 2.771e-01]marianna_f2_11: 70%|####### | 562/800 [2:23:54<1:00:56, 15.36s/it, lr: 1.0e-04 loss: 3.979e-01]marianna_f2_11: 70%|####### | 562/800 [2:23:54<1:00:56, 15.36s/it, lr: 1.0e-04 loss: 3.979e-01]marianna_f2_11: 70%|####### | 563/800 [2:24:10<1:00:41, 15.36s/it, lr: 1.0e-04 loss: 4.510e-01]marianna_f2_11: 70%|####### | 563/800 [2:24:10<1:00:41, 15.36s/it, lr: 1.0e-04 loss: 4.510e-01]marianna_f2_11: 70%|####### | 564/800 [2:24:25<1:00:25, 15.36s/it, lr: 1.0e-04 loss: 5.783e-01]marianna_f2_11: 70%|####### | 564/800 [2:24:25<1:00:25, 15.36s/it, lr: 1.0e-04 loss: 5.783e-01]marianna_f2_11: 71%|####### | 565/800 [2:24:40<1:00:10, 15.36s/it, lr: 1.0e-04 loss: 7.205e-01]marianna_f2_11: 71%|####### | 565/800 [2:24:40<1:00:10, 15.36s/it, lr: 1.0e-04 loss: 7.205e-01]marianna_f2_11: 71%|####### | 566/800 [2:24:56<59:55, 15.36s/it, lr: 1.0e-04 loss: 4.921e-01] marianna_f2_11: 71%|####### | 566/800 [2:24:56<59:55, 15.36s/it, lr: 1.0e-04 loss: 4.921e-01] marianna_f2_11: 71%|####### | 567/800 [2:25:11<59:39, 15.36s/it, lr: 1.0e-04 loss: 5.692e-01]marianna_f2_11: 71%|####### | 567/800 [2:25:11<59:39, 15.36s/it, lr: 1.0e-04 loss: 5.692e-01]marianna_f2_11: 71%|#######1 | 568/800 [2:25:26<59:24, 15.36s/it, lr: 1.0e-04 loss: 3.939e-01]marianna_f2_11: 71%|#######1 | 568/800 [2:25:26<59:24, 15.36s/it, lr: 1.0e-04 loss: 3.939e-01]marianna_f2_11: 71%|#######1 | 569/800 [2:25:41<59:09, 15.36s/it, lr: 1.0e-04 loss: 6.969e-01]marianna_f2_11: 71%|#######1 | 569/800 [2:25:41<59:09, 15.36s/it, lr: 1.0e-04 loss: 6.969e-01]marianna_f2_11: 71%|#######1 | 570/800 [2:25:57<58:53, 15.36s/it, lr: 1.0e-04 loss: 7.820e-01]marianna_f2_11: 71%|#######1 | 570/800 [2:25:57<58:53, 15.36s/it, lr: 1.0e-04 loss: 7.820e-01]marianna_f2_11: 71%|#######1 | 571/800 [2:26:12<58:38, 15.36s/it, lr: 1.0e-04 loss: 2.308e-01]marianna_f2_11: 71%|#######1 | 571/800 [2:26:12<58:38, 15.36s/it, lr: 1.0e-04 loss: 2.308e-01]marianna_f2_11: 72%|#######1 | 572/800 [2:26:27<58:22, 15.36s/it, lr: 1.0e-04 loss: 4.307e-01]marianna_f2_11: 72%|#######1 | 572/800 [2:26:27<58:22, 15.36s/it, lr: 1.0e-04 loss: 4.307e-01]marianna_f2_11: 72%|#######1 | 573/800 [2:26:43<58:07, 15.36s/it, lr: 1.0e-04 loss: 4.828e-01]marianna_f2_11: 72%|#######1 | 573/800 [2:26:43<58:07, 15.36s/it, lr: 1.0e-04 loss: 4.828e-01]marianna_f2_11: 72%|#######1 | 574/800 [2:26:58<57:52, 15.36s/it, lr: 1.0e-04 loss: 1.005e+00]marianna_f2_11: 72%|#######1 | 574/800 [2:26:58<57:52, 15.36s/it, lr: 1.0e-04 loss: 1.005e+00]marianna_f2_11: 72%|#######1 | 575/800 [2:27:13<57:36, 15.36s/it, lr: 1.0e-04 loss: 6.822e-01]marianna_f2_11: 72%|#######1 | 575/800 [2:27:13<57:36, 15.36s/it, lr: 1.0e-04 loss: 6.822e-01]marianna_f2_11: 72%|#######2 | 576/800 [2:27:29<57:21, 15.36s/it, lr: 1.0e-04 loss: 6.754e-01]marianna_f2_11: 72%|#######2 | 576/800 [2:27:29<57:21, 15.36s/it, lr: 1.0e-04 loss: 6.754e-01]marianna_f2_11: 72%|#######2 | 577/800 [2:27:44<57:06, 15.36s/it, lr: 1.0e-04 loss: 1.047e-01]marianna_f2_11: 72%|#######2 | 577/800 [2:27:44<57:06, 15.36s/it, lr: 1.0e-04 loss: 1.047e-01]marianna_f2_11: 72%|#######2 | 578/800 [2:28:00<56:50, 15.36s/it, lr: 1.0e-04 loss: 7.221e-01]marianna_f2_11: 72%|#######2 | 578/800 [2:28:00<56:50, 15.36s/it, lr: 1.0e-04 loss: 7.221e-01]marianna_f2_11: 72%|#######2 | 579/800 [2:28:15<56:35, 15.36s/it, lr: 1.0e-04 loss: 8.877e-01]marianna_f2_11: 72%|#######2 | 579/800 [2:28:15<56:35, 15.36s/it, lr: 1.0e-04 loss: 8.877e-01]marianna_f2_11: 72%|#######2 | 580/800 [2:28:31<56:20, 15.36s/it, lr: 1.0e-04 loss: 4.279e-01]marianna_f2_11: 72%|#######2 | 580/800 [2:28:31<56:20, 15.36s/it, lr: 1.0e-04 loss: 4.279e-01]marianna_f2_11: 73%|#######2 | 581/800 [2:28:46<56:04, 15.36s/it, lr: 1.0e-04 loss: 7.526e-01]marianna_f2_11: 73%|#######2 | 581/800 [2:28:46<56:04, 15.36s/it, lr: 1.0e-04 loss: 7.526e-01]marianna_f2_11: 73%|#######2 | 582/800 [2:29:01<55:49, 15.36s/it, lr: 1.0e-04 loss: 2.821e-01]marianna_f2_11: 73%|#######2 | 582/800 [2:29:01<55:49, 15.36s/it, lr: 1.0e-04 loss: 2.821e-01]marianna_f2_11: 73%|#######2 | 583/800 [2:29:16<55:33, 15.36s/it, lr: 1.0e-04 loss: 2.102e-01]marianna_f2_11: 73%|#######2 | 583/800 [2:29:16<55:33, 15.36s/it, lr: 1.0e-04 loss: 2.102e-01]marianna_f2_11: 73%|#######3 | 584/800 [2:29:32<55:18, 15.36s/it, lr: 1.0e-04 loss: 3.834e-01]marianna_f2_11: 73%|#######3 | 584/800 [2:29:32<55:18, 15.36s/it, lr: 1.0e-04 loss: 3.834e-01]marianna_f2_11: 73%|#######3 | 585/800 [2:29:47<55:03, 15.36s/it, lr: 1.0e-04 loss: 5.422e-02]marianna_f2_11: 73%|#######3 | 585/800 [2:29:47<55:03, 15.36s/it, lr: 1.0e-04 loss: 5.422e-02]marianna_f2_11: 73%|#######3 | 586/800 [2:30:02<54:47, 15.36s/it, lr: 1.0e-04 loss: 3.011e-01]marianna_f2_11: 73%|#######3 | 586/800 [2:30:02<54:47, 15.36s/it, lr: 1.0e-04 loss: 3.011e-01]marianna_f2_11: 73%|#######3 | 587/800 [2:30:18<54:32, 15.36s/it, lr: 1.0e-04 loss: 8.718e-01]marianna_f2_11: 73%|#######3 | 587/800 [2:30:18<54:32, 15.36s/it, lr: 1.0e-04 loss: 8.718e-01]marianna_f2_11: 74%|#######3 | 588/800 [2:30:33<54:16, 15.36s/it, lr: 1.0e-04 loss: 5.883e-01]marianna_f2_11: 74%|#######3 | 588/800 [2:30:33<54:16, 15.36s/it, lr: 1.0e-04 loss: 5.883e-01]marianna_f2_11: 74%|#######3 | 589/800 [2:30:48<54:01, 15.36s/it, lr: 1.0e-04 loss: 5.401e-01]marianna_f2_11: 74%|#######3 | 589/800 [2:30:48<54:01, 15.36s/it, lr: 1.0e-04 loss: 5.401e-01]marianna_f2_11: 74%|#######3 | 590/800 [2:31:03<53:46, 15.36s/it, lr: 1.0e-04 loss: 4.405e-02]marianna_f2_11: 74%|#######3 | 590/800 [2:31:03<53:46, 15.36s/it, lr: 1.0e-04 loss: 4.405e-02]marianna_f2_11: 74%|#######3 | 591/800 [2:31:19<53:30, 15.36s/it, lr: 1.0e-04 loss: 4.385e-01]marianna_f2_11: 74%|#######3 | 591/800 [2:31:19<53:30, 15.36s/it, lr: 1.0e-04 loss: 4.385e-01]marianna_f2_11: 74%|#######4 | 592/800 [2:31:34<53:15, 15.36s/it, lr: 1.0e-04 loss: 8.988e-01]marianna_f2_11: 74%|#######4 | 592/800 [2:31:34<53:15, 15.36s/it, lr: 1.0e-04 loss: 8.988e-01]marianna_f2_11: 74%|#######4 | 593/800 [2:31:49<52:59, 15.36s/it, lr: 1.0e-04 loss: 7.071e-01]marianna_f2_11: 74%|#######4 | 593/800 [2:31:49<52:59, 15.36s/it, lr: 1.0e-04 loss: 7.071e-01]marianna_f2_11: 74%|#######4 | 594/800 [2:32:05<52:44, 15.36s/it, lr: 1.0e-04 loss: 4.026e-01]marianna_f2_11: 74%|#######4 | 594/800 [2:32:05<52:44, 15.36s/it, lr: 1.0e-04 loss: 4.026e-01]marianna_f2_11: 74%|#######4 | 595/800 [2:32:20<52:29, 15.36s/it, lr: 1.0e-04 loss: 9.013e-01]marianna_f2_11: 74%|#######4 | 595/800 [2:32:20<52:29, 15.36s/it, lr: 1.0e-04 loss: 9.013e-01]marianna_f2_11: 74%|#######4 | 596/800 [2:32:36<52:13, 15.36s/it, lr: 1.0e-04 loss: 6.941e-01]marianna_f2_11: 74%|#######4 | 596/800 [2:32:36<52:13, 15.36s/it, lr: 1.0e-04 loss: 6.941e-01]marianna_f2_11: 75%|#######4 | 597/800 [2:32:51<51:58, 15.36s/it, lr: 1.0e-04 loss: 5.778e-01]marianna_f2_11: 75%|#######4 | 597/800 [2:32:51<51:58, 15.36s/it, lr: 1.0e-04 loss: 5.778e-01]marianna_f2_11: 75%|#######4 | 598/800 [2:33:06<51:43, 15.36s/it, lr: 1.0e-04 loss: 7.366e-01]marianna_f2_11: 75%|#######4 | 598/800 [2:33:06<51:43, 15.36s/it, lr: 1.0e-04 loss: 7.366e-01]marianna_f2_11: 75%|#######4 | 599/800 [2:33:22<51:27, 15.36s/it, lr: 1.0e-04 loss: 6.323e-01]marianna_f2_11: 75%|#######4 | 599/800 [2:33:22<51:27, 15.36s/it, lr: 1.0e-04 loss: 6.323e-01]marianna_f2_11: 75%|#######5 | 600/800 [2:33:37<51:12, 15.36s/it, lr: 1.0e-04 loss: 4.007e-01]marianna_f2_11: 75%|#######5 | 600/800 [2:33:37<51:12, 15.36s/it, lr: 1.0e-04 loss: 4.007e-01]marianna_f2_11: 75%|#######5 | 601/800 [2:33:52<50:57, 15.36s/it, lr: 1.0e-04 loss: 8.769e-01]marianna_f2_11: 75%|#######5 | 601/800 [2:33:52<50:57, 15.36s/it, lr: 1.0e-04 loss: 8.769e-01]marianna_f2_11: 75%|#######5 | 602/800 [2:34:08<50:41, 15.36s/it, lr: 1.0e-04 loss: 8.569e-01]marianna_f2_11: 75%|#######5 | 602/800 [2:34:08<50:41, 15.36s/it, lr: 1.0e-04 loss: 8.569e-01]marianna_f2_11: 75%|#######5 | 603/800 [2:34:23<50:26, 15.36s/it, lr: 1.0e-04 loss: 8.797e-01]marianna_f2_11: 75%|#######5 | 603/800 [2:34:23<50:26, 15.36s/it, lr: 1.0e-04 loss: 8.797e-01]marianna_f2_11: 76%|#######5 | 604/800 [2:34:38<50:11, 15.36s/it, lr: 1.0e-04 loss: 7.841e-01]marianna_f2_11: 76%|#######5 | 604/800 [2:34:38<50:11, 15.36s/it, lr: 1.0e-04 loss: 7.841e-01]marianna_f2_11: 76%|#######5 | 605/800 [2:34:54<49:55, 15.36s/it, lr: 1.0e-04 loss: 6.905e-01]marianna_f2_11: 76%|#######5 | 605/800 [2:34:54<49:55, 15.36s/it, lr: 1.0e-04 loss: 6.905e-01]marianna_f2_11: 76%|#######5 | 606/800 [2:35:09<49:40, 15.36s/it, lr: 1.0e-04 loss: 4.614e-01]marianna_f2_11: 76%|#######5 | 606/800 [2:35:09<49:40, 15.36s/it, lr: 1.0e-04 loss: 4.614e-01]marianna_f2_11: 76%|#######5 | 607/800 [2:35:24<49:24, 15.36s/it, lr: 1.0e-04 loss: 6.606e-01]marianna_f2_11: 76%|#######5 | 607/800 [2:35:24<49:24, 15.36s/it, lr: 1.0e-04 loss: 6.606e-01]marianna_f2_11: 76%|#######6 | 608/800 [2:35:39<49:09, 15.36s/it, lr: 1.0e-04 loss: 7.329e-01]marianna_f2_11: 76%|#######6 | 608/800 [2:35:39<49:09, 15.36s/it, lr: 1.0e-04 loss: 7.329e-01]marianna_f2_11: 76%|#######6 | 609/800 [2:35:55<48:54, 15.36s/it, lr: 1.0e-04 loss: 2.668e-01]marianna_f2_11: 76%|#######6 | 609/800 [2:35:55<48:54, 15.36s/it, lr: 1.0e-04 loss: 2.668e-01]marianna_f2_11: 76%|#######6 | 610/800 [2:36:10<48:38, 15.36s/it, lr: 1.0e-04 loss: 5.661e-01]marianna_f2_11: 76%|#######6 | 610/800 [2:36:10<48:38, 15.36s/it, lr: 1.0e-04 loss: 5.661e-01]marianna_f2_11: 76%|#######6 | 611/800 [2:36:25<48:23, 15.36s/it, lr: 1.0e-04 loss: 8.636e-01]marianna_f2_11: 76%|#######6 | 611/800 [2:36:25<48:23, 15.36s/it, lr: 1.0e-04 loss: 8.636e-01]marianna_f2_11: 76%|#######6 | 612/800 [2:36:41<48:07, 15.36s/it, lr: 1.0e-04 loss: 7.296e-01]marianna_f2_11: 76%|#######6 | 612/800 [2:36:41<48:07, 15.36s/it, lr: 1.0e-04 loss: 7.296e-01]marianna_f2_11: 77%|#######6 | 613/800 [2:36:56<47:52, 15.36s/it, lr: 1.0e-04 loss: 5.410e-01]marianna_f2_11: 77%|#######6 | 613/800 [2:36:56<47:52, 15.36s/it, lr: 1.0e-04 loss: 5.410e-01]marianna_f2_11: 77%|#######6 | 614/800 [2:37:11<47:37, 15.36s/it, lr: 1.0e-04 loss: 8.418e-01]marianna_f2_11: 77%|#######6 | 614/800 [2:37:11<47:37, 15.36s/it, lr: 1.0e-04 loss: 8.418e-01]marianna_f2_11: 77%|#######6 | 615/800 [2:37:27<47:21, 15.36s/it, lr: 1.0e-04 loss: 9.750e-01]marianna_f2_11: 77%|#######6 | 615/800 [2:37:27<47:21, 15.36s/it, lr: 1.0e-04 loss: 9.750e-01]marianna_f2_11: 77%|#######7 | 616/800 [2:37:42<47:06, 15.36s/it, lr: 1.0e-04 loss: 8.723e-01]marianna_f2_11: 77%|#######7 | 616/800 [2:37:42<47:06, 15.36s/it, lr: 1.0e-04 loss: 8.723e-01]marianna_f2_11: 77%|#######7 | 617/800 [2:37:57<46:51, 15.36s/it, lr: 1.0e-04 loss: 4.491e-01]marianna_f2_11: 77%|#######7 | 617/800 [2:37:57<46:51, 15.36s/it, lr: 1.0e-04 loss: 4.491e-01]marianna_f2_11: 77%|#######7 | 618/800 [2:38:13<46:35, 15.36s/it, lr: 1.0e-04 loss: 8.403e-01]marianna_f2_11: 77%|#######7 | 618/800 [2:38:13<46:35, 15.36s/it, lr: 1.0e-04 loss: 8.403e-01]marianna_f2_11: 77%|#######7 | 619/800 [2:38:28<46:20, 15.36s/it, lr: 1.0e-04 loss: 7.679e-01]marianna_f2_11: 77%|#######7 | 619/800 [2:38:28<46:20, 15.36s/it, lr: 1.0e-04 loss: 7.679e-01]marianna_f2_11: 78%|#######7 | 620/800 [2:38:43<46:04, 15.36s/it, lr: 1.0e-04 loss: 7.854e-01]marianna_f2_11: 78%|#######7 | 620/800 [2:38:43<46:04, 15.36s/it, lr: 1.0e-04 loss: 7.854e-01]marianna_f2_11: 78%|#######7 | 621/800 [2:38:59<45:49, 15.36s/it, lr: 1.0e-04 loss: 9.398e-01]marianna_f2_11: 78%|#######7 | 621/800 [2:38:59<45:49, 15.36s/it, lr: 1.0e-04 loss: 9.398e-01]marianna_f2_11: 78%|#######7 | 622/800 [2:39:14<45:34, 15.36s/it, lr: 1.0e-04 loss: 6.831e-01]marianna_f2_11: 78%|#######7 | 622/800 [2:39:14<45:34, 15.36s/it, lr: 1.0e-04 loss: 6.831e-01]marianna_f2_11: 78%|#######7 | 623/800 [2:39:29<45:18, 15.36s/it, lr: 1.0e-04 loss: 7.970e-01]marianna_f2_11: 78%|#######7 | 623/800 [2:39:29<45:18, 15.36s/it, lr: 1.0e-04 loss: 7.970e-01]marianna_f2_11: 78%|#######8 | 624/800 [2:39:45<45:03, 15.36s/it, lr: 1.0e-04 loss: 1.892e-01]marianna_f2_11: 78%|#######8 | 624/800 [2:39:45<45:03, 15.36s/it, lr: 1.0e-04 loss: 1.892e-01]marianna_f2_11: 78%|#######8 | 625/800 [2:40:00<44:48, 15.36s/it, lr: 1.0e-04 loss: 2.281e-01]marianna_f2_11: 78%|#######8 | 625/800 [2:40:00<44:48, 15.36s/it, lr: 1.0e-04 loss: 2.281e-01]marianna_f2_11: 78%|#######8 | 626/800 [2:40:16<44:32, 15.36s/it, lr: 1.0e-04 loss: 6.834e-01]marianna_f2_11: 78%|#######8 | 626/800 [2:40:16<44:32, 15.36s/it, lr: 1.0e-04 loss: 6.834e-01]marianna_f2_11: 78%|#######8 | 627/800 [2:40:31<44:17, 15.36s/it, lr: 1.0e-04 loss: 4.688e-01]marianna_f2_11: 78%|#######8 | 627/800 [2:40:31<44:17, 15.36s/it, lr: 1.0e-04 loss: 4.688e-01]marianna_f2_11: 78%|#######8 | 628/800 [2:40:46<44:02, 15.36s/it, lr: 1.0e-04 loss: 6.139e-01]marianna_f2_11: 78%|#######8 | 628/800 [2:40:46<44:02, 15.36s/it, lr: 1.0e-04 loss: 6.139e-01]marianna_f2_11: 79%|#######8 | 629/800 [2:41:01<43:46, 15.36s/it, lr: 1.0e-04 loss: 2.033e-01]marianna_f2_11: 79%|#######8 | 629/800 [2:41:01<43:46, 15.36s/it, lr: 1.0e-04 loss: 2.033e-01]marianna_f2_11: 79%|#######8 | 630/800 [2:41:17<43:31, 15.36s/it, lr: 1.0e-04 loss: 8.962e-01]marianna_f2_11: 79%|#######8 | 630/800 [2:41:17<43:31, 15.36s/it, lr: 1.0e-04 loss: 8.962e-01]marianna_f2_11: 79%|#######8 | 631/800 [2:41:32<43:16, 15.36s/it, lr: 1.0e-04 loss: 7.974e-01]marianna_f2_11: 79%|#######8 | 631/800 [2:41:32<43:16, 15.36s/it, lr: 1.0e-04 loss: 7.974e-01]marianna_f2_11: 79%|#######9 | 632/800 [2:41:48<43:00, 15.36s/it, lr: 1.0e-04 loss: 7.753e-01]marianna_f2_11: 79%|#######9 | 632/800 [2:41:48<43:00, 15.36s/it, lr: 1.0e-04 loss: 7.753e-01]marianna_f2_11: 79%|#######9 | 633/800 [2:42:03<42:45, 15.36s/it, lr: 1.0e-04 loss: 7.160e-01]marianna_f2_11: 79%|#######9 | 633/800 [2:42:03<42:45, 15.36s/it, lr: 1.0e-04 loss: 7.160e-01]marianna_f2_11: 79%|#######9 | 634/800 [2:42:18<42:29, 15.36s/it, lr: 1.0e-04 loss: 3.160e-01]marianna_f2_11: 79%|#######9 | 634/800 [2:42:18<42:29, 15.36s/it, lr: 1.0e-04 loss: 3.160e-01]marianna_f2_11: 79%|#######9 | 635/800 [2:42:34<42:14, 15.36s/it, lr: 1.0e-04 loss: 9.304e-02]marianna_f2_11: 79%|#######9 | 635/800 [2:42:34<42:14, 15.36s/it, lr: 1.0e-04 loss: 9.304e-02]marianna_f2_11: 80%|#######9 | 636/800 [2:42:49<41:59, 15.36s/it, lr: 1.0e-04 loss: 3.927e-01]marianna_f2_11: 80%|#######9 | 636/800 [2:42:49<41:59, 15.36s/it, lr: 1.0e-04 loss: 3.927e-01]marianna_f2_11: 80%|#######9 | 637/800 [2:43:04<41:43, 15.36s/it, lr: 1.0e-04 loss: 5.334e-01]marianna_f2_11: 80%|#######9 | 637/800 [2:43:04<41:43, 15.36s/it, lr: 1.0e-04 loss: 5.334e-01]marianna_f2_11: 80%|#######9 | 638/800 [2:43:19<41:28, 15.36s/it, lr: 1.0e-04 loss: 6.569e-01]marianna_f2_11: 80%|#######9 | 638/800 [2:43:19<41:28, 15.36s/it, lr: 1.0e-04 loss: 6.569e-01]marianna_f2_11: 80%|#######9 | 639/800 [2:43:35<41:12, 15.36s/it, lr: 1.0e-04 loss: 8.957e-01]marianna_f2_11: 80%|#######9 | 639/800 [2:43:35<41:12, 15.36s/it, lr: 1.0e-04 loss: 8.957e-01]marianna_f2_11: 80%|######## | 640/800 [2:43:50<40:57, 15.36s/it, lr: 1.0e-04 loss: 6.205e-01]marianna_f2_11: 80%|######## | 640/800 [2:43:50<40:57, 15.36s/it, lr: 1.0e-04 loss: 6.205e-01]marianna_f2_11: 80%|######## | 641/800 [2:44:05<40:42, 15.36s/it, lr: 1.0e-04 loss: 3.014e-01]marianna_f2_11: 80%|######## | 641/800 [2:44:05<40:42, 15.36s/it, lr: 1.0e-04 loss: 3.014e-01]marianna_f2_11: 80%|######## | 642/800 [2:44:20<40:26, 15.36s/it, lr: 1.0e-04 loss: 8.133e-01]marianna_f2_11: 80%|######## | 642/800 [2:44:20<40:26, 15.36s/it, lr: 1.0e-04 loss: 8.133e-01]marianna_f2_11: 80%|######## | 643/800 [2:44:36<40:11, 15.36s/it, lr: 1.0e-04 loss: 6.637e-01]marianna_f2_11: 80%|######## | 643/800 [2:44:36<40:11, 15.36s/it, lr: 1.0e-04 loss: 6.637e-01]marianna_f2_11: 80%|######## | 644/800 [2:44:51<39:56, 15.36s/it, lr: 1.0e-04 loss: 9.932e-01]marianna_f2_11: 80%|######## | 644/800 [2:44:51<39:56, 15.36s/it, lr: 1.0e-04 loss: 9.932e-01]marianna_f2_11: 81%|######## | 645/800 [2:45:06<39:40, 15.36s/it, lr: 1.0e-04 loss: 9.209e-01]marianna_f2_11: 81%|######## | 645/800 [2:45:06<39:40, 15.36s/it, lr: 1.0e-04 loss: 9.209e-01]marianna_f2_11: 81%|######## | 646/800 [2:45:22<39:25, 15.36s/it, lr: 1.0e-04 loss: 4.800e-01]marianna_f2_11: 81%|######## | 646/800 [2:45:22<39:25, 15.36s/it, lr: 1.0e-04 loss: 4.800e-01]marianna_f2_11: 81%|######## | 647/800 [2:45:37<39:10, 15.36s/it, lr: 1.0e-04 loss: 1.673e-01]marianna_f2_11: 81%|######## | 647/800 [2:45:37<39:10, 15.36s/it, lr: 1.0e-04 loss: 1.673e-01]marianna_f2_11: 81%|########1 | 648/800 [2:45:53<38:54, 15.36s/it, lr: 1.0e-04 loss: 8.959e-01]marianna_f2_11: 81%|########1 | 648/800 [2:45:53<38:54, 15.36s/it, lr: 1.0e-04 loss: 8.959e-01]marianna_f2_11: 81%|########1 | 649/800 [2:46:08<38:39, 15.36s/it, lr: 1.0e-04 loss: 6.488e-01]marianna_f2_11: 81%|########1 | 649/800 [2:46:08<38:39, 15.36s/it, lr: 1.0e-04 loss: 6.488e-01]marianna_f2_11: 81%|########1 | 650/800 [2:46:23<38:23, 15.36s/it, lr: 1.0e-04 loss: 3.795e-01]marianna_f2_11: 81%|########1 | 650/800 [2:46:23<38:23, 15.36s/it, lr: 1.0e-04 loss: 3.795e-01]marianna_f2_11: 81%|########1 | 651/800 [2:46:38<38:08, 15.36s/it, lr: 1.0e-04 loss: 6.263e-01]marianna_f2_11: 81%|########1 | 651/800 [2:46:38<38:08, 15.36s/it, lr: 1.0e-04 loss: 6.263e-01]marianna_f2_11: 82%|########1 | 652/800 [2:46:53<37:53, 15.36s/it, lr: 1.0e-04 loss: 6.341e-01]marianna_f2_11: 82%|########1 | 652/800 [2:46:53<37:53, 15.36s/it, lr: 1.0e-04 loss: 6.341e-01]marianna_f2_11: 82%|########1 | 653/800 [2:47:09<37:37, 15.36s/it, lr: 1.0e-04 loss: 8.774e-01]marianna_f2_11: 82%|########1 | 653/800 [2:47:09<37:37, 15.36s/it, lr: 1.0e-04 loss: 8.774e-01]marianna_f2_11: 82%|########1 | 654/800 [2:47:24<37:22, 15.36s/it, lr: 1.0e-04 loss: 4.349e-01]marianna_f2_11: 82%|########1 | 654/800 [2:47:24<37:22, 15.36s/it, lr: 1.0e-04 loss: 4.349e-01]marianna_f2_11: 82%|########1 | 655/800 [2:47:39<37:06, 15.36s/it, lr: 1.0e-04 loss: 7.638e-01]marianna_f2_11: 82%|########1 | 655/800 [2:47:39<37:06, 15.36s/it, lr: 1.0e-04 loss: 7.638e-01]marianna_f2_11: 82%|########2 | 656/800 [2:47:55<36:51, 15.36s/it, lr: 1.0e-04 loss: 8.921e-01]marianna_f2_11: 82%|########2 | 656/800 [2:47:55<36:51, 15.36s/it, lr: 1.0e-04 loss: 8.921e-01]marianna_f2_11: 82%|########2 | 657/800 [2:48:10<36:36, 15.36s/it, lr: 1.0e-04 loss: 1.953e-01]marianna_f2_11: 82%|########2 | 657/800 [2:48:10<36:36, 15.36s/it, lr: 1.0e-04 loss: 1.953e-01]marianna_f2_11: 82%|########2 | 658/800 [2:48:25<36:20, 15.36s/it, lr: 1.0e-04 loss: 7.228e-01]marianna_f2_11: 82%|########2 | 658/800 [2:48:25<36:20, 15.36s/it, lr: 1.0e-04 loss: 7.228e-01]marianna_f2_11: 82%|########2 | 659/800 [2:48:40<36:05, 15.36s/it, lr: 1.0e-04 loss: 4.375e-01]marianna_f2_11: 82%|########2 | 659/800 [2:48:40<36:05, 15.36s/it, lr: 1.0e-04 loss: 4.375e-01]marianna_f2_11: 82%|########2 | 660/800 [2:48:56<35:50, 15.36s/it, lr: 1.0e-04 loss: 8.142e-01]marianna_f2_11: 82%|########2 | 660/800 [2:48:56<35:50, 15.36s/it, lr: 1.0e-04 loss: 8.142e-01]marianna_f2_11: 83%|########2 | 661/800 [2:49:11<35:34, 15.36s/it, lr: 1.0e-04 loss: 1.522e-01]marianna_f2_11: 83%|########2 | 661/800 [2:49:11<35:34, 15.36s/it, lr: 1.0e-04 loss: 1.522e-01]marianna_f2_11: 83%|########2 | 662/800 [2:49:26<35:19, 15.36s/it, lr: 1.0e-04 loss: 1.250e-01]marianna_f2_11: 83%|########2 | 662/800 [2:49:26<35:19, 15.36s/it, lr: 1.0e-04 loss: 1.250e-01]marianna_f2_11: 83%|########2 | 663/800 [2:49:42<35:04, 15.36s/it, lr: 1.0e-04 loss: 5.169e-02]marianna_f2_11: 83%|########2 | 663/800 [2:49:42<35:04, 15.36s/it, lr: 1.0e-04 loss: 5.169e-02]marianna_f2_11: 83%|########2 | 664/800 [2:49:57<34:48, 15.36s/it, lr: 1.0e-04 loss: 7.976e-01]marianna_f2_11: 83%|########2 | 664/800 [2:49:57<34:48, 15.36s/it, lr: 1.0e-04 loss: 7.976e-01]marianna_f2_11: 83%|########3 | 665/800 [2:50:12<34:33, 15.36s/it, lr: 1.0e-04 loss: 2.905e-01]marianna_f2_11: 83%|########3 | 665/800 [2:50:12<34:33, 15.36s/it, lr: 1.0e-04 loss: 2.905e-01]marianna_f2_11: 83%|########3 | 666/800 [2:50:28<34:17, 15.36s/it, lr: 1.0e-04 loss: 7.723e-01]marianna_f2_11: 83%|########3 | 666/800 [2:50:28<34:17, 15.36s/it, lr: 1.0e-04 loss: 7.723e-01]marianna_f2_11: 83%|########3 | 667/800 [2:50:43<34:02, 15.36s/it, lr: 1.0e-04 loss: 8.899e-01]marianna_f2_11: 83%|########3 | 667/800 [2:50:43<34:02, 15.36s/it, lr: 1.0e-04 loss: 8.899e-01]marianna_f2_11: 84%|########3 | 668/800 [2:50:58<33:47, 15.36s/it, lr: 1.0e-04 loss: 1.583e-01]marianna_f2_11: 84%|########3 | 668/800 [2:50:58<33:47, 15.36s/it, lr: 1.0e-04 loss: 1.583e-01]marianna_f2_11: 84%|########3 | 669/800 [2:51:14<33:31, 15.36s/it, lr: 1.0e-04 loss: 6.586e-01]marianna_f2_11: 84%|########3 | 669/800 [2:51:14<33:31, 15.36s/it, lr: 1.0e-04 loss: 6.586e-01]marianna_f2_11: 84%|########3 | 670/800 [2:51:29<33:16, 15.36s/it, lr: 1.0e-04 loss: 1.922e-01]marianna_f2_11: 84%|########3 | 670/800 [2:51:29<33:16, 15.36s/it, lr: 1.0e-04 loss: 1.922e-01]marianna_f2_11: 84%|########3 | 671/800 [2:51:44<33:01, 15.36s/it, lr: 1.0e-04 loss: 7.734e-01]marianna_f2_11: 84%|########3 | 671/800 [2:51:44<33:01, 15.36s/it, lr: 1.0e-04 loss: 7.734e-01]marianna_f2_11: 84%|########4 | 672/800 [2:52:00<32:45, 15.36s/it, lr: 1.0e-04 loss: 6.494e-01]marianna_f2_11: 84%|########4 | 672/800 [2:52:00<32:45, 15.36s/it, lr: 1.0e-04 loss: 6.494e-01]marianna_f2_11: 84%|########4 | 673/800 [2:52:15<32:30, 15.36s/it, lr: 1.0e-04 loss: 8.762e-01]marianna_f2_11: 84%|########4 | 673/800 [2:52:15<32:30, 15.36s/it, lr: 1.0e-04 loss: 8.762e-01]marianna_f2_11: 84%|########4 | 674/800 [2:52:31<32:15, 15.36s/it, lr: 1.0e-04 loss: 9.268e-01]marianna_f2_11: 84%|########4 | 674/800 [2:52:31<32:15, 15.36s/it, lr: 1.0e-04 loss: 9.268e-01]marianna_f2_11: 84%|########4 | 675/800 [2:52:46<31:59, 15.36s/it, lr: 1.0e-04 loss: 7.892e-01]marianna_f2_11: 84%|########4 | 675/800 [2:52:46<31:59, 15.36s/it, lr: 1.0e-04 loss: 7.892e-01]marianna_f2_11: 84%|########4 | 676/800 [2:53:01<31:44, 15.36s/it, lr: 1.0e-04 loss: 7.937e-01]marianna_f2_11: 84%|########4 | 676/800 [2:53:01<31:44, 15.36s/it, lr: 1.0e-04 loss: 7.937e-01]marianna_f2_11: 85%|########4 | 677/800 [2:53:16<31:28, 15.36s/it, lr: 1.0e-04 loss: 5.005e-01]marianna_f2_11: 85%|########4 | 677/800 [2:53:16<31:28, 15.36s/it, lr: 1.0e-04 loss: 5.005e-01]marianna_f2_11: 85%|########4 | 678/800 [2:53:32<31:13, 15.36s/it, lr: 1.0e-04 loss: 9.560e-01]marianna_f2_11: 85%|########4 | 678/800 [2:53:32<31:13, 15.36s/it, lr: 1.0e-04 loss: 9.560e-01]marianna_f2_11: 85%|########4 | 679/800 [2:53:47<30:58, 15.36s/it, lr: 1.0e-04 loss: 1.123e-01]marianna_f2_11: 85%|########4 | 679/800 [2:53:47<30:58, 15.36s/it, lr: 1.0e-04 loss: 1.123e-01]marianna_f2_11: 85%|########5 | 680/800 [2:54:02<30:42, 15.36s/it, lr: 1.0e-04 loss: 8.118e-01]marianna_f2_11: 85%|########5 | 680/800 [2:54:02<30:42, 15.36s/it, lr: 1.0e-04 loss: 8.118e-01]marianna_f2_11: 85%|########5 | 681/800 [2:54:17<30:27, 15.36s/it, lr: 1.0e-04 loss: 7.762e-01]marianna_f2_11: 85%|########5 | 681/800 [2:54:17<30:27, 15.36s/it, lr: 1.0e-04 loss: 7.762e-01]marianna_f2_11: 85%|########5 | 682/800 [2:54:33<30:12, 15.36s/it, lr: 1.0e-04 loss: 3.938e-01]marianna_f2_11: 85%|########5 | 682/800 [2:54:33<30:12, 15.36s/it, lr: 1.0e-04 loss: 3.938e-01]marianna_f2_11: 85%|########5 | 683/800 [2:54:48<29:56, 15.36s/it, lr: 1.0e-04 loss: 1.818e-01]marianna_f2_11: 85%|########5 | 683/800 [2:54:48<29:56, 15.36s/it, lr: 1.0e-04 loss: 1.818e-01]marianna_f2_11: 86%|########5 | 684/800 [2:55:03<29:41, 15.36s/it, lr: 1.0e-04 loss: 1.348e-02]marianna_f2_11: 86%|########5 | 684/800 [2:55:03<29:41, 15.36s/it, lr: 1.0e-04 loss: 1.348e-02]marianna_f2_11: 86%|########5 | 685/800 [2:55:18<29:25, 15.36s/it, lr: 1.0e-04 loss: 1.904e-01]marianna_f2_11: 86%|########5 | 685/800 [2:55:18<29:25, 15.36s/it, lr: 1.0e-04 loss: 1.904e-01]marianna_f2_11: 86%|########5 | 686/800 [2:55:34<29:10, 15.36s/it, lr: 1.0e-04 loss: 4.709e-01]marianna_f2_11: 86%|########5 | 686/800 [2:55:34<29:10, 15.36s/it, lr: 1.0e-04 loss: 4.709e-01]marianna_f2_11: 86%|########5 | 687/800 [2:55:49<28:55, 15.36s/it, lr: 1.0e-04 loss: 5.386e-02]marianna_f2_11: 86%|########5 | 687/800 [2:55:49<28:55, 15.36s/it, lr: 1.0e-04 loss: 5.386e-02]marianna_f2_11: 86%|########6 | 688/800 [2:56:04<28:39, 15.36s/it, lr: 1.0e-04 loss: 5.789e-01]marianna_f2_11: 86%|########6 | 688/800 [2:56:04<28:39, 15.36s/it, lr: 1.0e-04 loss: 5.789e-01]marianna_f2_11: 86%|########6 | 689/800 [2:56:20<28:24, 15.36s/it, lr: 1.0e-04 loss: 9.202e-01]marianna_f2_11: 86%|########6 | 689/800 [2:56:20<28:24, 15.36s/it, lr: 1.0e-04 loss: 9.202e-01]marianna_f2_11: 86%|########6 | 690/800 [2:56:35<28:09, 15.36s/it, lr: 1.0e-04 loss: 2.600e-01]marianna_f2_11: 86%|########6 | 690/800 [2:56:35<28:09, 15.36s/it, lr: 1.0e-04 loss: 2.600e-01]marianna_f2_11: 86%|########6 | 691/800 [2:56:50<27:53, 15.36s/it, lr: 1.0e-04 loss: 1.946e-01]marianna_f2_11: 86%|########6 | 691/800 [2:56:50<27:53, 15.36s/it, lr: 1.0e-04 loss: 1.946e-01]marianna_f2_11: 86%|########6 | 692/800 [2:57:06<27:38, 15.36s/it, lr: 1.0e-04 loss: 7.569e-01]marianna_f2_11: 86%|########6 | 692/800 [2:57:06<27:38, 15.36s/it, lr: 1.0e-04 loss: 7.569e-01]marianna_f2_11: 87%|########6 | 693/800 [2:57:21<27:23, 15.36s/it, lr: 1.0e-04 loss: 1.829e-01]marianna_f2_11: 87%|########6 | 693/800 [2:57:21<27:23, 15.36s/it, lr: 1.0e-04 loss: 1.829e-01]marianna_f2_11: 87%|########6 | 694/800 [2:57:36<27:07, 15.36s/it, lr: 1.0e-04 loss: 6.819e-02]marianna_f2_11: 87%|########6 | 694/800 [2:57:36<27:07, 15.36s/it, lr: 1.0e-04 loss: 6.819e-02]marianna_f2_11: 87%|########6 | 695/800 [2:57:52<26:52, 15.36s/it, lr: 1.0e-04 loss: 8.178e-01]marianna_f2_11: 87%|########6 | 695/800 [2:57:52<26:52, 15.36s/it, lr: 1.0e-04 loss: 8.178e-01]marianna_f2_11: 87%|########7 | 696/800 [2:58:07<26:36, 15.36s/it, lr: 1.0e-04 loss: 9.681e-01]marianna_f2_11: 87%|########7 | 696/800 [2:58:07<26:36, 15.36s/it, lr: 1.0e-04 loss: 9.681e-01]marianna_f2_11: 87%|########7 | 697/800 [2:58:22<26:21, 15.36s/it, lr: 1.0e-04 loss: 7.213e-01]marianna_f2_11: 87%|########7 | 697/800 [2:58:22<26:21, 15.36s/it, lr: 1.0e-04 loss: 7.213e-01]marianna_f2_11: 87%|########7 | 698/800 [2:58:37<26:06, 15.35s/it, lr: 1.0e-04 loss: 5.645e-02]marianna_f2_11: 87%|########7 | 698/800 [2:58:37<26:06, 15.35s/it, lr: 1.0e-04 loss: 5.645e-02]marianna_f2_11: 87%|########7 | 699/800 [2:58:52<25:50, 15.35s/it, lr: 1.0e-04 loss: 1.100e-01]marianna_f2_11: 87%|########7 | 699/800 [2:58:52<25:50, 15.35s/it, lr: 1.0e-04 loss: 1.100e-01]marianna_f2_11: 88%|########7 | 700/800 [2:59:08<25:35, 15.35s/it, lr: 1.0e-04 loss: 9.217e-01]marianna_f2_11: 88%|########7 | 700/800 [2:59:08<25:35, 15.35s/it, lr: 1.0e-04 loss: 9.217e-01]marianna_f2_11: 88%|########7 | 701/800 [2:59:23<25:20, 15.35s/it, lr: 1.0e-04 loss: 8.386e-01]marianna_f2_11: 88%|########7 | 701/800 [2:59:23<25:20, 15.35s/it, lr: 1.0e-04 loss: 8.386e-01]marianna_f2_11: 88%|########7 | 702/800 [2:59:38<25:04, 15.35s/it, lr: 1.0e-04 loss: 8.077e-01]marianna_f2_11: 88%|########7 | 702/800 [2:59:38<25:04, 15.35s/it, lr: 1.0e-04 loss: 8.077e-01]marianna_f2_11: 88%|########7 | 703/800 [2:59:54<24:49, 15.35s/it, lr: 1.0e-04 loss: 8.417e-01]marianna_f2_11: 88%|########7 | 703/800 [2:59:54<24:49, 15.35s/it, lr: 1.0e-04 loss: 8.417e-01]marianna_f2_11: 88%|########8 | 704/800 [3:00:09<24:34, 15.35s/it, lr: 1.0e-04 loss: 9.941e-03]marianna_f2_11: 88%|########8 | 704/800 [3:00:09<24:34, 15.35s/it, lr: 1.0e-04 loss: 9.941e-03]marianna_f2_11: 88%|########8 | 705/800 [3:00:24<24:18, 15.35s/it, lr: 1.0e-04 loss: 5.182e-01]marianna_f2_11: 88%|########8 | 705/800 [3:00:24<24:18, 15.35s/it, lr: 1.0e-04 loss: 5.182e-01]marianna_f2_11: 88%|########8 | 706/800 [3:00:39<24:03, 15.35s/it, lr: 1.0e-04 loss: 9.965e-01]marianna_f2_11: 88%|########8 | 706/800 [3:00:39<24:03, 15.35s/it, lr: 1.0e-04 loss: 9.965e-01]marianna_f2_11: 88%|########8 | 707/800 [3:00:55<23:47, 15.35s/it, lr: 1.0e-04 loss: 4.485e-01]marianna_f2_11: 88%|########8 | 707/800 [3:00:55<23:47, 15.35s/it, lr: 1.0e-04 loss: 4.485e-01]marianna_f2_11: 88%|########8 | 708/800 [3:01:10<23:32, 15.35s/it, lr: 1.0e-04 loss: 9.800e-01]marianna_f2_11: 88%|########8 | 708/800 [3:01:10<23:32, 15.35s/it, lr: 1.0e-04 loss: 9.800e-01]marianna_f2_11: 89%|########8 | 709/800 [3:01:26<23:17, 15.35s/it, lr: 1.0e-04 loss: 7.918e-01]marianna_f2_11: 89%|########8 | 709/800 [3:01:26<23:17, 15.35s/it, lr: 1.0e-04 loss: 7.918e-01]marianna_f2_11: 89%|########8 | 710/800 [3:01:41<23:01, 15.35s/it, lr: 1.0e-04 loss: 7.551e-01]marianna_f2_11: 89%|########8 | 710/800 [3:01:41<23:01, 15.35s/it, lr: 1.0e-04 loss: 7.551e-01]marianna_f2_11: 89%|########8 | 711/800 [3:01:56<22:46, 15.35s/it, lr: 1.0e-04 loss: 1.864e-01]marianna_f2_11: 89%|########8 | 711/800 [3:01:56<22:46, 15.35s/it, lr: 1.0e-04 loss: 1.864e-01]marianna_f2_11: 89%|########9 | 712/800 [3:02:12<22:31, 15.35s/it, lr: 1.0e-04 loss: 9.285e-01]marianna_f2_11: 89%|########9 | 712/800 [3:02:12<22:31, 15.35s/it, lr: 1.0e-04 loss: 9.285e-01]marianna_f2_11: 89%|########9 | 713/800 [3:02:27<22:15, 15.35s/it, lr: 1.0e-04 loss: 1.188e-01]marianna_f2_11: 89%|########9 | 713/800 [3:02:27<22:15, 15.35s/it, lr: 1.0e-04 loss: 1.188e-01]marianna_f2_11: 89%|########9 | 714/800 [3:02:42<22:00, 15.35s/it, lr: 1.0e-04 loss: 2.239e-01]marianna_f2_11: 89%|########9 | 714/800 [3:02:42<22:00, 15.35s/it, lr: 1.0e-04 loss: 2.239e-01]marianna_f2_11: 89%|########9 | 715/800 [3:02:57<21:45, 15.35s/it, lr: 1.0e-04 loss: 6.567e-01]marianna_f2_11: 89%|########9 | 715/800 [3:02:57<21:45, 15.35s/it, lr: 1.0e-04 loss: 6.567e-01]marianna_f2_11: 90%|########9 | 716/800 [3:03:12<21:29, 15.35s/it, lr: 1.0e-04 loss: 4.697e-01]marianna_f2_11: 90%|########9 | 716/800 [3:03:12<21:29, 15.35s/it, lr: 1.0e-04 loss: 4.697e-01]marianna_f2_11: 90%|########9 | 717/800 [3:03:28<21:14, 15.35s/it, lr: 1.0e-04 loss: 9.536e-02]marianna_f2_11: 90%|########9 | 717/800 [3:03:28<21:14, 15.35s/it, lr: 1.0e-04 loss: 9.536e-02]marianna_f2_11: 90%|########9 | 718/800 [3:03:43<20:58, 15.35s/it, lr: 1.0e-04 loss: 6.882e-01]marianna_f2_11: 90%|########9 | 718/800 [3:03:43<20:58, 15.35s/it, lr: 1.0e-04 loss: 6.882e-01]marianna_f2_11: 90%|########9 | 719/800 [3:03:58<20:43, 15.35s/it, lr: 1.0e-04 loss: 9.755e-01]marianna_f2_11: 90%|########9 | 719/800 [3:03:58<20:43, 15.35s/it, lr: 1.0e-04 loss: 9.755e-01]marianna_f2_11: 90%|######### | 720/800 [3:04:13<20:28, 15.35s/it, lr: 1.0e-04 loss: 7.753e-01]marianna_f2_11: 90%|######### | 720/800 [3:04:13<20:28, 15.35s/it, lr: 1.0e-04 loss: 7.753e-01]marianna_f2_11: 90%|######### | 721/800 [3:04:29<20:12, 15.35s/it, lr: 1.0e-04 loss: 8.611e-01]marianna_f2_11: 90%|######### | 721/800 [3:04:29<20:12, 15.35s/it, lr: 1.0e-04 loss: 8.611e-01]marianna_f2_11: 90%|######### | 722/800 [3:04:44<19:57, 15.35s/it, lr: 1.0e-04 loss: 6.202e-01]marianna_f2_11: 90%|######### | 722/800 [3:04:44<19:57, 15.35s/it, lr: 1.0e-04 loss: 6.202e-01]marianna_f2_11: 90%|######### | 723/800 [3:05:00<19:42, 15.35s/it, lr: 1.0e-04 loss: 5.440e-01]marianna_f2_11: 90%|######### | 723/800 [3:05:00<19:42, 15.35s/it, lr: 1.0e-04 loss: 5.440e-01]marianna_f2_11: 90%|######### | 724/800 [3:05:15<19:26, 15.35s/it, lr: 1.0e-04 loss: 1.379e-01]marianna_f2_11: 90%|######### | 724/800 [3:05:15<19:26, 15.35s/it, lr: 1.0e-04 loss: 1.379e-01]marianna_f2_11: 91%|######### | 725/800 [3:05:30<19:11, 15.35s/it, lr: 1.0e-04 loss: 5.854e-01]marianna_f2_11: 91%|######### | 725/800 [3:05:30<19:11, 15.35s/it, lr: 1.0e-04 loss: 5.854e-01]marianna_f2_11: 91%|######### | 726/800 [3:05:46<18:56, 15.35s/it, lr: 1.0e-04 loss: 8.912e-01]marianna_f2_11: 91%|######### | 726/800 [3:05:46<18:56, 15.35s/it, lr: 1.0e-04 loss: 8.912e-01]marianna_f2_11: 91%|######### | 727/800 [3:06:01<18:40, 15.35s/it, lr: 1.0e-04 loss: 3.704e-01]marianna_f2_11: 91%|######### | 727/800 [3:06:01<18:40, 15.35s/it, lr: 1.0e-04 loss: 3.704e-01]marianna_f2_11: 91%|#########1| 728/800 [3:06:17<18:25, 15.35s/it, lr: 1.0e-04 loss: 8.110e-01]marianna_f2_11: 91%|#########1| 728/800 [3:06:17<18:25, 15.35s/it, lr: 1.0e-04 loss: 8.110e-01]marianna_f2_11: 91%|#########1| 729/800 [3:06:32<18:10, 15.35s/it, lr: 1.0e-04 loss: 7.554e-01]marianna_f2_11: 91%|#########1| 729/800 [3:06:32<18:10, 15.35s/it, lr: 1.0e-04 loss: 7.554e-01]marianna_f2_11: 91%|#########1| 730/800 [3:06:47<17:54, 15.35s/it, lr: 1.0e-04 loss: 6.979e-01]marianna_f2_11: 91%|#########1| 730/800 [3:06:47<17:54, 15.35s/it, lr: 1.0e-04 loss: 6.979e-01]marianna_f2_11: 91%|#########1| 731/800 [3:07:02<17:39, 15.35s/it, lr: 1.0e-04 loss: 7.781e-01]marianna_f2_11: 91%|#########1| 731/800 [3:07:02<17:39, 15.35s/it, lr: 1.0e-04 loss: 7.781e-01]marianna_f2_11: 92%|#########1| 732/800 [3:07:18<17:23, 15.35s/it, lr: 1.0e-04 loss: 3.906e-01]marianna_f2_11: 92%|#########1| 732/800 [3:07:18<17:23, 15.35s/it, lr: 1.0e-04 loss: 3.906e-01]marianna_f2_11: 92%|#########1| 733/800 [3:07:33<17:08, 15.35s/it, lr: 1.0e-04 loss: 4.824e-01]marianna_f2_11: 92%|#########1| 733/800 [3:07:33<17:08, 15.35s/it, lr: 1.0e-04 loss: 4.824e-01]marianna_f2_11: 92%|#########1| 734/800 [3:07:48<16:53, 15.35s/it, lr: 1.0e-04 loss: 3.169e-01]marianna_f2_11: 92%|#########1| 734/800 [3:07:48<16:53, 15.35s/it, lr: 1.0e-04 loss: 3.169e-01]marianna_f2_11: 92%|#########1| 735/800 [3:08:04<16:37, 15.35s/it, lr: 1.0e-04 loss: 3.509e-01]marianna_f2_11: 92%|#########1| 735/800 [3:08:04<16:37, 15.35s/it, lr: 1.0e-04 loss: 3.509e-01]marianna_f2_11: 92%|#########2| 736/800 [3:08:19<16:22, 15.35s/it, lr: 1.0e-04 loss: 2.368e-01]marianna_f2_11: 92%|#########2| 736/800 [3:08:19<16:22, 15.35s/it, lr: 1.0e-04 loss: 2.368e-01]marianna_f2_11: 92%|#########2| 737/800 [3:08:34<16:07, 15.35s/it, lr: 1.0e-04 loss: 7.874e-01]marianna_f2_11: 92%|#########2| 737/800 [3:08:34<16:07, 15.35s/it, lr: 1.0e-04 loss: 7.874e-01]marianna_f2_11: 92%|#########2| 738/800 [3:08:49<15:51, 15.35s/it, lr: 1.0e-04 loss: 8.693e-01]marianna_f2_11: 92%|#########2| 738/800 [3:08:49<15:51, 15.35s/it, lr: 1.0e-04 loss: 8.693e-01]marianna_f2_11: 92%|#########2| 739/800 [3:09:04<15:36, 15.35s/it, lr: 1.0e-04 loss: 9.289e-01]marianna_f2_11: 92%|#########2| 739/800 [3:09:04<15:36, 15.35s/it, lr: 1.0e-04 loss: 9.289e-01]marianna_f2_11: 92%|#########2| 740/800 [3:09:20<15:21, 15.35s/it, lr: 1.0e-04 loss: 9.137e-01]marianna_f2_11: 92%|#########2| 740/800 [3:09:20<15:21, 15.35s/it, lr: 1.0e-04 loss: 9.137e-01]marianna_f2_11: 93%|#########2| 741/800 [3:09:35<15:05, 15.35s/it, lr: 1.0e-04 loss: 4.816e-01]marianna_f2_11: 93%|#########2| 741/800 [3:09:35<15:05, 15.35s/it, lr: 1.0e-04 loss: 4.816e-01]marianna_f2_11: 93%|#########2| 742/800 [3:09:50<14:50, 15.35s/it, lr: 1.0e-04 loss: 8.228e-01]marianna_f2_11: 93%|#########2| 742/800 [3:09:50<14:50, 15.35s/it, lr: 1.0e-04 loss: 8.228e-01]marianna_f2_11: 93%|#########2| 743/800 [3:10:06<14:35, 15.35s/it, lr: 1.0e-04 loss: 2.344e-01]marianna_f2_11: 93%|#########2| 743/800 [3:10:06<14:35, 15.35s/it, lr: 1.0e-04 loss: 2.344e-01]marianna_f2_11: 93%|#########3| 744/800 [3:10:21<14:19, 15.35s/it, lr: 1.0e-04 loss: 3.097e-02]marianna_f2_11: 93%|#########3| 744/800 [3:10:21<14:19, 15.35s/it, lr: 1.0e-04 loss: 3.097e-02]marianna_f2_11: 93%|#########3| 745/800 [3:10:36<14:04, 15.35s/it, lr: 1.0e-04 loss: 7.591e-01]marianna_f2_11: 93%|#########3| 745/800 [3:10:36<14:04, 15.35s/it, lr: 1.0e-04 loss: 7.591e-01]marianna_f2_11: 93%|#########3| 746/800 [3:10:51<13:48, 15.35s/it, lr: 1.0e-04 loss: 4.264e-01]marianna_f2_11: 93%|#########3| 746/800 [3:10:51<13:48, 15.35s/it, lr: 1.0e-04 loss: 4.264e-01]marianna_f2_11: 93%|#########3| 747/800 [3:11:07<13:33, 15.35s/it, lr: 1.0e-04 loss: 8.462e-01]marianna_f2_11: 93%|#########3| 747/800 [3:11:07<13:33, 15.35s/it, lr: 1.0e-04 loss: 8.462e-01]marianna_f2_11: 94%|#########3| 748/800 [3:11:22<13:18, 15.35s/it, lr: 1.0e-04 loss: 4.532e-01]marianna_f2_11: 94%|#########3| 748/800 [3:11:22<13:18, 15.35s/it, lr: 1.0e-04 loss: 4.532e-01]marianna_f2_11: 94%|#########3| 749/800 [3:11:37<13:02, 15.35s/it, lr: 1.0e-04 loss: 4.274e-01]marianna_f2_11: 94%|#########3| 749/800 [3:11:37<13:02, 15.35s/it, lr: 1.0e-04 loss: 4.274e-01]marianna_f2_11: 94%|#########3| 750/800 [3:11:52<12:47, 15.35s/it, lr: 1.0e-04 loss: 6.938e-02]marianna_f2_11: 94%|#########3| 750/800 [3:11:52<12:47, 15.35s/it, lr: 1.0e-04 loss: 6.938e-02]marianna_f2_11: 94%|#########3| 751/800 [3:12:08<12:32, 15.35s/it, lr: 1.0e-04 loss: 6.694e-01]marianna_f2_11: 94%|#########3| 751/800 [3:12:08<12:32, 15.35s/it, lr: 1.0e-04 loss: 6.694e-01]marianna_f2_11: 94%|#########3| 752/800 [3:12:23<12:16, 15.35s/it, lr: 1.0e-04 loss: 1.139e-01]marianna_f2_11: 94%|#########3| 752/800 [3:12:23<12:16, 15.35s/it, lr: 1.0e-04 loss: 1.139e-01]marianna_f2_11: 94%|#########4| 753/800 [3:12:38<12:01, 15.35s/it, lr: 1.0e-04 loss: 7.495e-01]marianna_f2_11: 94%|#########4| 753/800 [3:12:38<12:01, 15.35s/it, lr: 1.0e-04 loss: 7.495e-01]marianna_f2_11: 94%|#########4| 754/800 [3:12:54<11:46, 15.35s/it, lr: 1.0e-04 loss: 7.018e-01]marianna_f2_11: 94%|#########4| 754/800 [3:12:54<11:46, 15.35s/it, lr: 1.0e-04 loss: 7.018e-01]marianna_f2_11: 94%|#########4| 755/800 [3:13:09<11:30, 15.35s/it, lr: 1.0e-04 loss: 7.884e-01]marianna_f2_11: 94%|#########4| 755/800 [3:13:09<11:30, 15.35s/it, lr: 1.0e-04 loss: 7.884e-01]marianna_f2_11: 94%|#########4| 756/800 [3:13:24<11:15, 15.35s/it, lr: 1.0e-04 loss: 6.234e-01]marianna_f2_11: 94%|#########4| 756/800 [3:13:24<11:15, 15.35s/it, lr: 1.0e-04 loss: 6.234e-01]marianna_f2_11: 95%|#########4| 757/800 [3:13:39<11:00, 15.35s/it, lr: 1.0e-04 loss: 9.040e-01]marianna_f2_11: 95%|#########4| 757/800 [3:13:39<11:00, 15.35s/it, lr: 1.0e-04 loss: 9.040e-01]marianna_f2_11: 95%|#########4| 758/800 [3:13:55<10:44, 15.35s/it, lr: 1.0e-04 loss: 3.467e-02]marianna_f2_11: 95%|#########4| 758/800 [3:13:55<10:44, 15.35s/it, lr: 1.0e-04 loss: 3.467e-02]marianna_f2_11: 95%|#########4| 759/800 [3:14:10<10:29, 15.35s/it, lr: 1.0e-04 loss: 7.421e-01]marianna_f2_11: 95%|#########4| 759/800 [3:14:10<10:29, 15.35s/it, lr: 1.0e-04 loss: 7.421e-01]marianna_f2_11: 95%|#########5| 760/800 [3:14:25<10:13, 15.35s/it, lr: 1.0e-04 loss: 4.197e-01]marianna_f2_11: 95%|#########5| 760/800 [3:14:25<10:13, 15.35s/it, lr: 1.0e-04 loss: 4.197e-01]marianna_f2_11: 95%|#########5| 761/800 [3:14:41<09:58, 15.35s/it, lr: 1.0e-04 loss: 6.017e-01]marianna_f2_11: 95%|#########5| 761/800 [3:14:41<09:58, 15.35s/it, lr: 1.0e-04 loss: 6.017e-01]marianna_f2_11: 95%|#########5| 762/800 [3:14:56<09:43, 15.35s/it, lr: 1.0e-04 loss: 1.333e-01]marianna_f2_11: 95%|#########5| 762/800 [3:14:56<09:43, 15.35s/it, lr: 1.0e-04 loss: 1.333e-01]marianna_f2_11: 95%|#########5| 763/800 [3:15:11<09:27, 15.35s/it, lr: 1.0e-04 loss: 5.095e-01]marianna_f2_11: 95%|#########5| 763/800 [3:15:11<09:27, 15.35s/it, lr: 1.0e-04 loss: 5.095e-01]marianna_f2_11: 96%|#########5| 764/800 [3:15:26<09:12, 15.35s/it, lr: 1.0e-04 loss: 7.203e-01]marianna_f2_11: 96%|#########5| 764/800 [3:15:26<09:12, 15.35s/it, lr: 1.0e-04 loss: 7.203e-01]marianna_f2_11: 96%|#########5| 765/800 [3:15:42<08:57, 15.35s/it, lr: 1.0e-04 loss: 8.314e-01]marianna_f2_11: 96%|#########5| 765/800 [3:15:42<08:57, 15.35s/it, lr: 1.0e-04 loss: 8.314e-01]marianna_f2_11: 96%|#########5| 766/800 [3:15:57<08:41, 15.35s/it, lr: 1.0e-04 loss: 7.405e-01]marianna_f2_11: 96%|#########5| 766/800 [3:15:57<08:41, 15.35s/it, lr: 1.0e-04 loss: 7.405e-01]marianna_f2_11: 96%|#########5| 767/800 [3:16:12<08:26, 15.35s/it, lr: 1.0e-04 loss: 5.776e-01]marianna_f2_11: 96%|#########5| 767/800 [3:16:12<08:26, 15.35s/it, lr: 1.0e-04 loss: 5.776e-01]marianna_f2_11: 96%|#########6| 768/800 [3:16:28<08:11, 15.35s/it, lr: 1.0e-04 loss: 1.944e-01]marianna_f2_11: 96%|#########6| 768/800 [3:16:28<08:11, 15.35s/it, lr: 1.0e-04 loss: 1.944e-01]marianna_f2_11: 96%|#########6| 769/800 [3:16:43<07:55, 15.35s/it, lr: 1.0e-04 loss: 8.433e-01]marianna_f2_11: 96%|#########6| 769/800 [3:16:43<07:55, 15.35s/it, lr: 1.0e-04 loss: 8.433e-01]marianna_f2_11: 96%|#########6| 770/800 [3:16:58<07:40, 15.35s/it, lr: 1.0e-04 loss: 6.087e-01]marianna_f2_11: 96%|#########6| 770/800 [3:16:58<07:40, 15.35s/it, lr: 1.0e-04 loss: 6.087e-01]marianna_f2_11: 96%|#########6| 771/800 [3:17:13<07:25, 15.35s/it, lr: 1.0e-04 loss: 4.566e-01]marianna_f2_11: 96%|#########6| 771/800 [3:17:13<07:25, 15.35s/it, lr: 1.0e-04 loss: 4.566e-01]marianna_f2_11: 96%|#########6| 772/800 [3:17:29<07:09, 15.35s/it, lr: 1.0e-04 loss: 7.031e-01]marianna_f2_11: 96%|#########6| 772/800 [3:17:29<07:09, 15.35s/it, lr: 1.0e-04 loss: 7.031e-01]marianna_f2_11: 97%|#########6| 773/800 [3:17:44<06:54, 15.35s/it, lr: 1.0e-04 loss: 7.020e-01]marianna_f2_11: 97%|#########6| 773/800 [3:17:44<06:54, 15.35s/it, lr: 1.0e-04 loss: 7.020e-01]marianna_f2_11: 97%|#########6| 774/800 [3:17:59<06:39, 15.35s/it, lr: 1.0e-04 loss: 8.690e-01]marianna_f2_11: 97%|#########6| 774/800 [3:17:59<06:39, 15.35s/it, lr: 1.0e-04 loss: 8.690e-01]marianna_f2_11: 97%|#########6| 775/800 [3:18:14<06:23, 15.35s/it, lr: 1.0e-04 loss: 6.025e-01]marianna_f2_11: 97%|#########6| 775/800 [3:18:14<06:23, 15.35s/it, lr: 1.0e-04 loss: 6.025e-01]marianna_f2_11: 97%|#########7| 776/800 [3:18:30<06:08, 15.35s/it, lr: 1.0e-04 loss: 4.036e-01]marianna_f2_11: 97%|#########7| 776/800 [3:18:30<06:08, 15.35s/it, lr: 1.0e-04 loss: 4.036e-01]marianna_f2_11: 97%|#########7| 777/800 [3:18:45<05:53, 15.35s/it, lr: 1.0e-04 loss: 6.885e-01]marianna_f2_11: 97%|#########7| 777/800 [3:18:45<05:53, 15.35s/it, lr: 1.0e-04 loss: 6.885e-01]marianna_f2_11: 97%|#########7| 778/800 [3:19:01<05:37, 15.35s/it, lr: 1.0e-04 loss: 3.251e-01]marianna_f2_11: 97%|#########7| 778/800 [3:19:01<05:37, 15.35s/it, lr: 1.0e-04 loss: 3.251e-01]marianna_f2_11: 97%|#########7| 779/800 [3:19:16<05:22, 15.35s/it, lr: 1.0e-04 loss: 7.627e-01]marianna_f2_11: 97%|#########7| 779/800 [3:19:16<05:22, 15.35s/it, lr: 1.0e-04 loss: 7.627e-01]marianna_f2_11: 98%|#########7| 780/800 [3:19:31<05:06, 15.35s/it, lr: 1.0e-04 loss: 5.200e-01]marianna_f2_11: 98%|#########7| 780/800 [3:19:31<05:06, 15.35s/it, lr: 1.0e-04 loss: 5.200e-01]marianna_f2_11: 98%|#########7| 781/800 [3:19:46<04:51, 15.35s/it, lr: 1.0e-04 loss: 3.143e-01]marianna_f2_11: 98%|#########7| 781/800 [3:19:46<04:51, 15.35s/it, lr: 1.0e-04 loss: 3.143e-01]marianna_f2_11: 98%|#########7| 782/800 [3:20:02<04:36, 15.35s/it, lr: 1.0e-04 loss: 8.539e-01]marianna_f2_11: 98%|#########7| 782/800 [3:20:02<04:36, 15.35s/it, lr: 1.0e-04 loss: 8.539e-01]marianna_f2_11: 98%|#########7| 783/800 [3:20:17<04:20, 15.35s/it, lr: 1.0e-04 loss: 8.407e-01]marianna_f2_11: 98%|#########7| 783/800 [3:20:17<04:20, 15.35s/it, lr: 1.0e-04 loss: 8.407e-01]marianna_f2_11: 98%|#########8| 784/800 [3:20:32<04:05, 15.35s/it, lr: 1.0e-04 loss: 3.535e-01]marianna_f2_11: 98%|#########8| 784/800 [3:20:32<04:05, 15.35s/it, lr: 1.0e-04 loss: 3.535e-01]marianna_f2_11: 98%|#########8| 785/800 [3:20:47<03:50, 15.35s/it, lr: 1.0e-04 loss: 5.909e-01]marianna_f2_11: 98%|#########8| 785/800 [3:20:47<03:50, 15.35s/it, lr: 1.0e-04 loss: 5.909e-01]marianna_f2_11: 98%|#########8| 786/800 [3:21:03<03:34, 15.35s/it, lr: 1.0e-04 loss: 6.664e-01]marianna_f2_11: 98%|#########8| 786/800 [3:21:03<03:34, 15.35s/it, lr: 1.0e-04 loss: 6.664e-01]marianna_f2_11: 98%|#########8| 787/800 [3:21:18<03:19, 15.35s/it, lr: 1.0e-04 loss: 8.473e-01]marianna_f2_11: 98%|#########8| 787/800 [3:21:18<03:19, 15.35s/it, lr: 1.0e-04 loss: 8.473e-01]marianna_f2_11: 98%|#########8| 788/800 [3:21:33<03:04, 15.35s/it, lr: 1.0e-04 loss: 6.750e-01]marianna_f2_11: 98%|#########8| 788/800 [3:21:33<03:04, 15.35s/it, lr: 1.0e-04 loss: 6.750e-01]marianna_f2_11: 99%|#########8| 789/800 [3:21:49<02:48, 15.35s/it, lr: 1.0e-04 loss: 5.457e-01]marianna_f2_11: 99%|#########8| 789/800 [3:21:49<02:48, 15.35s/it, lr: 1.0e-04 loss: 5.457e-01]marianna_f2_11: 99%|#########8| 790/800 [3:22:04<02:33, 15.35s/it, lr: 1.0e-04 loss: 8.702e-01]marianna_f2_11: 99%|#########8| 790/800 [3:22:04<02:33, 15.35s/it, lr: 1.0e-04 loss: 8.702e-01]marianna_f2_11: 99%|#########8| 791/800 [3:22:19<02:18, 15.35s/it, lr: 1.0e-04 loss: 6.940e-01]marianna_f2_11: 99%|#########8| 791/800 [3:22:19<02:18, 15.35s/it, lr: 1.0e-04 loss: 6.940e-01]marianna_f2_11: 99%|#########9| 792/800 [3:22:35<02:02, 15.35s/it, lr: 1.0e-04 loss: 2.862e-01]marianna_f2_11: 99%|#########9| 792/800 [3:22:35<02:02, 15.35s/it, lr: 1.0e-04 loss: 2.862e-01]marianna_f2_11: 99%|#########9| 793/800 [3:22:50<01:47, 15.35s/it, lr: 1.0e-04 loss: 8.837e-01]marianna_f2_11: 99%|#########9| 793/800 [3:22:50<01:47, 15.35s/it, lr: 1.0e-04 loss: 8.837e-01]marianna_f2_11: 99%|#########9| 794/800 [3:23:06<01:32, 15.35s/it, lr: 1.0e-04 loss: 5.257e-01]marianna_f2_11: 99%|#########9| 794/800 [3:23:06<01:32, 15.35s/it, lr: 1.0e-04 loss: 5.257e-01]marianna_f2_11: 99%|#########9| 795/800 [3:23:21<01:16, 15.35s/it, lr: 1.0e-04 loss: 6.472e-01]marianna_f2_11: 99%|#########9| 795/800 [3:23:21<01:16, 15.35s/it, lr: 1.0e-04 loss: 6.472e-01]marianna_f2_11: 100%|#########9| 796/800 [3:23:36<01:01, 15.35s/it, lr: 1.0e-04 loss: 9.443e-01]marianna_f2_11: 100%|#########9| 796/800 [3:23:36<01:01, 15.35s/it, lr: 1.0e-04 loss: 9.443e-01]marianna_f2_11: 100%|#########9| 797/800 [3:23:51<00:46, 15.35s/it, lr: 1.0e-04 loss: 7.926e-01]marianna_f2_11: 100%|#########9| 797/800 [3:23:51<00:46, 15.35s/it, lr: 1.0e-04 loss: 7.926e-01]marianna_f2_11: 100%|#########9| 798/800 [3:24:07<00:30, 15.35s/it, lr: 1.0e-04 loss: 6.071e-01]marianna_f2_11: 100%|#########9| 798/800 [3:24:07<00:30, 15.35s/it, lr: 1.0e-04 loss: 6.071e-01]marianna_f2_11: 100%|#########9| 799/800 [3:24:07<00:15, 15.33s/it, lr: 1.0e-04 loss: 6.071e-01]marianna_f2_11: 100%|#########9| 799/800 [3:24:07<00:15, 15.33s/it, lr: 1.0e-04 loss: 6.071e-01]
Saved checkpoint to D:\AI_Models\AI Toolkit UI\ai-toolkit\output\marianna_f2_11\marianna_f2_11.safetensors
Saved optimizer to D:\AI_Models\AI Toolkit UI\ai-toolkit\output\marianna_f2_11\optimizer.pt