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  1. ProGamerGov/flux 2/Baseline/Eval/eval.log.rank0 +26 -0
  2. ProGamerGov/flux 2/Baseline/Eval/eval.log.rank1 +0 -0
  3. ProGamerGov/flux 2/Baseline/Eval/eval.log.rank2 +0 -0
  4. ProGamerGov/flux 2/SRA/checkpoint-10000/pytorch_model_fsdp_1/.metadata +0 -0
  5. ProGamerGov/flux 2/SRA/checkpoint-6000/pytorch_model_fsdp_1/.metadata +0 -0
  6. ProGamerGov/flux 2/SRA/model_index.json +25 -0
  7. ProGamerGov/flux 2/SRA/text_encoder/generation_config.json +13 -0
  8. ProGamerGov/flux 2/SRA/tokenizer/chat_template.jinja +89 -0
  9. ProGamerGov/flux 2/SRA/tokenizer/tokenizer_config.json +15 -0
  10. ProGamerGov/flux 2/SRA/training.log +0 -0
  11. ProGamerGov/flux 2/SRA/training_args.json +67 -0
  12. ProGamerGov/flux 2/SRA/training_summary.json +7 -0
  13. ProGamerGov/run_003/Eval/eval.log.rank0 +8 -0
  14. ProGamerGov/run_003/Eval/eval.log.rank1 +0 -0
  15. ProGamerGov/run_003/Eval/eval.log.rank2 +0 -0
  16. ProGamerGov/run_003/Eval/eval.log.rank3 +0 -0
  17. ProGamerGov/run_003/Eval/eval.log.rank4 +0 -0
  18. ProGamerGov/run_003/checkpoint-10000/transformer/config.json +26 -0
  19. ProGamerGov/run_003/checkpoint-8000/transformer/config.json +26 -0
  20. ProGamerGov/run_003/model_index.json +24 -0
  21. ProGamerGov/run_003/scheduler/scheduler_config.json +40 -0
  22. ProGamerGov/run_003/text_encoder/config.json +68 -0
  23. ProGamerGov/run_003/tokenizer/chat_template.jinja +4 -0
  24. ProGamerGov/run_003/tokenizer/tokenizer_config.json +20 -0
  25. ProGamerGov/run_003/training.log +304 -0
  26. ProGamerGov/run_003/training_args.json +55 -0
  27. ProGamerGov/run_003/training_summary.json +7 -0
  28. ProGamerGov/run_003/transformer/config.json +26 -0
  29. ProGamerGov/run_003/vae/config.json +92 -0
  30. ProGamerGov/run_004/checkpoint-8000/transformer/config.json +26 -0
  31. ProGamerGov/run_004/scheduler/scheduler_config.json +40 -0
  32. ProGamerGov/run_004/text_encoder/config.json +68 -0
  33. ProGamerGov/run_004/transformer/config.json +26 -0
  34. ProGamerGov/run_004/vae/config.json +92 -0
ProGamerGov/flux 2/Baseline/Eval/eval.log.rank0 ADDED
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1
+ [2026-09-01 07:29:24] [RANK-0] [INFO] Loading FLUX.2-klein-base-4B pipeline from RESULTS/ProGamerGov/flux 2/Baseline ...
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+ [2026-09-01 07:29:24] [RANK-0] [INFO] Using dtype: torch.bfloat16
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+ [2026-09-01 07:29:39] [RANK-0] [INFO] Loading FID metric (torchmetrics, feature=2048) ...
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+ [2026-09-01 07:29:39] [RANK-0] [INFO] Loading CLIP (ViT-L/14) ...
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+ [2026-09-01 07:29:44] [RANK-0] [INFO] Loading LPIPS ...
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+ [2026-09-01 07:29:44] [RANK-0] [INFO] Dataset: 10000 samples split across 3 GPUs (~209 batches/rank)
7
+ [2026-09-01 07:29:44] [RANK-0] [INFO] Starting evaluation...
8
+ [2026-09-01 07:29:44] [RANK-0] [INFO] Checkpoint : RESULTS/ProGamerGov/flux 2/Baseline
9
+ [2026-09-01 07:29:44] [RANK-0] [INFO] Gen dtype : torch.bfloat16
10
+ [2026-09-01 07:29:44] [RANK-0] [INFO] Total samples: 10000 | World size: 3
11
+ [2026-09-01 07:29:44] [RANK-0] [INFO] FID dim : 2048 | Inf steps: 50 | Guidance: 4.0
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+ [2026-09-01 09:22:12] [RANK-0] [INFO] [rank 0] Batch [10/209] | CLIP 32.0203 | LPIPS 0.7787
13
+ [2026-09-01 11:14:36] [RANK-0] [INFO] [rank 0] Batch [20/209] | CLIP 32.1084 | LPIPS 0.7724
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+ [2026-09-01 13:06:57] [RANK-0] [INFO] [rank 0] Batch [30/209] | CLIP 32.0134 | LPIPS 0.7735
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+ [2026-09-01 14:59:16] [RANK-0] [INFO] [rank 0] Batch [40/209] | CLIP 31.9174 | LPIPS 0.7732
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+ [2026-09-01 16:51:39] [RANK-0] [INFO] [rank 0] Batch [50/209] | CLIP 31.8545 | LPIPS 0.7740
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+ [2026-09-01 18:44:00] [RANK-0] [INFO] [rank 0] Batch [60/209] | CLIP 31.8673 | LPIPS 0.7724
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+ [2026-09-01 20:37:06] [RANK-0] [INFO] [rank 0] Batch [70/209] | CLIP 31.8449 | LPIPS 0.7735
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+ [2026-09-01 22:29:28] [RANK-0] [INFO] [rank 0] Batch [80/209] | CLIP 31.8760 | LPIPS 0.7728
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+ [2026-09-02 00:21:48] [RANK-0] [INFO] [rank 0] Batch [90/209] | CLIP 31.9066 | LPIPS 0.7742
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+ [2026-09-02 02:14:08] [RANK-0] [INFO] [rank 0] Batch [100/209] | CLIP 31.9043 | LPIPS 0.7727
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+ [2026-09-02 04:06:30] [RANK-0] [INFO] [rank 0] Batch [110/209] | CLIP 31.9225 | LPIPS 0.7722
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+ [2026-09-02 05:58:50] [RANK-0] [INFO] [rank 0] Batch [120/209] | CLIP 31.9379 | LPIPS 0.7715
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+ [2026-09-02 07:51:13] [RANK-0] [INFO] [rank 0] Batch [130/209] | CLIP 31.9002 | LPIPS 0.7714
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+ [2026-09-02 09:43:38] [RANK-0] [INFO] [rank 0] Batch [140/209] | CLIP 31.9045 | LPIPS 0.7709
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+ [2026-09-02 11:35:58] [RANK-0] [INFO] [rank 0] Batch [150/209] | CLIP 31.8793 | LPIPS 0.7710
ProGamerGov/flux 2/Baseline/Eval/eval.log.rank1 ADDED
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ProGamerGov/flux 2/Baseline/Eval/eval.log.rank2 ADDED
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ProGamerGov/flux 2/SRA/checkpoint-10000/pytorch_model_fsdp_1/.metadata ADDED
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ProGamerGov/flux 2/SRA/checkpoint-6000/pytorch_model_fsdp_1/.metadata ADDED
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ProGamerGov/flux 2/SRA/model_index.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_class_name": "Flux2KleinPipeline",
3
+ "_diffusers_version": "0.37.1",
4
+ "is_distilled": false,
5
+ "scheduler": [
6
+ "diffusers",
7
+ "FlowMatchEulerDiscreteScheduler"
8
+ ],
9
+ "text_encoder": [
10
+ "transformers",
11
+ "Qwen3ForCausalLM"
12
+ ],
13
+ "tokenizer": [
14
+ "transformers",
15
+ "Qwen2Tokenizer"
16
+ ],
17
+ "transformer": [
18
+ "diffusers",
19
+ "Flux2Transformer2DModel"
20
+ ],
21
+ "vae": [
22
+ "diffusers",
23
+ "AutoencoderKLFlux2"
24
+ ]
25
+ }
ProGamerGov/flux 2/SRA/text_encoder/generation_config.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token_id": 151643,
3
+ "do_sample": true,
4
+ "eos_token_id": [
5
+ 151645,
6
+ 151643
7
+ ],
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+ "pad_token_id": 151643,
9
+ "temperature": 0.6,
10
+ "top_k": 20,
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+ "top_p": 0.95,
12
+ "transformers_version": "5.9.0"
13
+ }
ProGamerGov/flux 2/SRA/tokenizer/chat_template.jinja ADDED
@@ -0,0 +1,89 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {%- if tools %}
2
+ {{- '<|im_start|>system\n' }}
3
+ {%- if messages[0].role == 'system' %}
4
+ {{- messages[0].content + '\n\n' }}
5
+ {%- endif %}
6
+ {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
7
+ {%- for tool in tools %}
8
+ {{- "\n" }}
9
+ {{- tool | tojson }}
10
+ {%- endfor %}
11
+ {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
12
+ {%- else %}
13
+ {%- if messages[0].role == 'system' %}
14
+ {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
15
+ {%- endif %}
16
+ {%- endif %}
17
+ {%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
18
+ {%- for message in messages[::-1] %}
19
+ {%- set index = (messages|length - 1) - loop.index0 %}
20
+ {%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
21
+ {%- set ns.multi_step_tool = false %}
22
+ {%- set ns.last_query_index = index %}
23
+ {%- endif %}
24
+ {%- endfor %}
25
+ {%- for message in messages %}
26
+ {%- if message.content is string %}
27
+ {%- set content = message.content %}
28
+ {%- else %}
29
+ {%- set content = '' %}
30
+ {%- endif %}
31
+ {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
32
+ {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
33
+ {%- elif message.role == "assistant" %}
34
+ {%- set reasoning_content = '' %}
35
+ {%- if message.reasoning_content is string %}
36
+ {%- set reasoning_content = message.reasoning_content %}
37
+ {%- else %}
38
+ {%- if '</think>' in content %}
39
+ {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
40
+ {%- set content = content.split('</think>')[-1].lstrip('\n') %}
41
+ {%- endif %}
42
+ {%- endif %}
43
+ {%- if loop.index0 > ns.last_query_index %}
44
+ {%- if loop.last or (not loop.last and reasoning_content) %}
45
+ {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
46
+ {%- else %}
47
+ {{- '<|im_start|>' + message.role + '\n' + content }}
48
+ {%- endif %}
49
+ {%- else %}
50
+ {{- '<|im_start|>' + message.role + '\n' + content }}
51
+ {%- endif %}
52
+ {%- if message.tool_calls %}
53
+ {%- for tool_call in message.tool_calls %}
54
+ {%- if (loop.first and content) or (not loop.first) %}
55
+ {{- '\n' }}
56
+ {%- endif %}
57
+ {%- if tool_call.function %}
58
+ {%- set tool_call = tool_call.function %}
59
+ {%- endif %}
60
+ {{- '<tool_call>\n{"name": "' }}
61
+ {{- tool_call.name }}
62
+ {{- '", "arguments": ' }}
63
+ {%- if tool_call.arguments is string %}
64
+ {{- tool_call.arguments }}
65
+ {%- else %}
66
+ {{- tool_call.arguments | tojson }}
67
+ {%- endif %}
68
+ {{- '}\n</tool_call>' }}
69
+ {%- endfor %}
70
+ {%- endif %}
71
+ {{- '<|im_end|>\n' }}
72
+ {%- elif message.role == "tool" %}
73
+ {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
74
+ {{- '<|im_start|>user' }}
75
+ {%- endif %}
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+ {{- '\n<tool_response>\n' }}
77
+ {{- content }}
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+ {{- '\n</tool_response>' }}
79
+ {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
80
+ {{- '<|im_end|>\n' }}
81
+ {%- endif %}
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+ {%- endif %}
83
+ {%- endfor %}
84
+ {%- if add_generation_prompt %}
85
+ {{- '<|im_start|>assistant\n' }}
86
+ {%- if enable_thinking is defined and enable_thinking is false %}
87
+ {{- '<think>\n\n</think>\n\n' }}
88
+ {%- endif %}
89
+ {%- endif %}
ProGamerGov/flux 2/SRA/tokenizer/tokenizer_config.json ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": false,
3
+ "backend": "tokenizers",
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+ "bos_token": null,
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+ "clean_up_tokenization_spaces": false,
6
+ "eos_token": "<|im_end|>",
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+ "errors": "replace",
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+ "is_local": false,
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+ "local_files_only": false,
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+ "model_max_length": 131072,
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+ "pad_token": "<|endoftext|>",
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+ "split_special_tokens": false,
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+ "tokenizer_class": "Qwen2Tokenizer",
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+ "unk_token": null
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+ }
ProGamerGov/flux 2/SRA/training.log ADDED
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ProGamerGov/flux 2/SRA/training_args.json ADDED
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1
+ {
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+ "pretrained_model_name_or_path": "black-forest-labs/FLUX.2-klein-base-4B",
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+ "revision": null,
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+ "variant": null,
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+ "cache_dir": null,
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+ "data_dir": "../data/ProGamerGov",
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+ "caption_file_train": "caption_train.json",
8
+ "caption_file_val": "caption_val.json",
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+ "images_dir": "images",
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+ "max_captions_per_image": 5,
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+ "results_root": "RESULTS",
12
+ "seed": 42,
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+ "resolution": 1024,
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+ "train_batch_size": 1,
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+ "max_train_steps": 10000,
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+ "num_train_epochs": 1,
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+ "gradient_accumulation_steps": 1,
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+ "gradient_checkpointing": true,
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+ "learning_rate": 1e-05,
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+ "scale_lr": false,
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+ "lr_scheduler": "cosine",
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+ "lr_warmup_steps": 100,
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+ "lr_num_cycles": 1,
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+ "optimizer": "AdamW",
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+ "adam_beta1": 0.9,
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+ "adam_beta2": 0.999,
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+ "adam_weight_decay": 0.01,
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+ "adam_epsilon": 1e-08,
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+ "max_grad_norm": 1.0,
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+ "mixed_precision": "bf16",
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+ "allow_tf32": false,
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+ "checkpointing_steps": 2000,
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+ "checkpoints_total_limit": 3,
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+ "resume_from_checkpoint": null,
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+ "validation_steps": 1000,
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+ "validation_prompts_file": null,
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+ "validation_inference_steps": 28,
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+ "validation_guidance_scale": 4.0,
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+ "log_every_n_steps": 10,
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+ "weighting_scheme": "logit_normal",
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+ "logit_mean": 0.0,
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+ "logit_std": 1.0,
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+ "mode_scale": 1.29,
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+ "max_sequence_length": 256,
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+ "text_encoder_out_layers": [
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+ 9,
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+ 18,
48
+ 27
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+ ],
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+ "force_guidance_embeds": false,
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+ "guidance_scale": 1.0,
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+ "use_sra": true,
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+ "sra_block_student": 4,
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+ "sra_block_teacher": 18,
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+ "sra_t_max": 0.2,
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+ "sra_weighting": "progress",
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+ "sra_decay_start_frac": 0.15,
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+ "sra_decay_span_frac": 0.35,
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+ "sra_lambda": 0.2,
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+ "sra_epoch_decay_start": 99,
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+ "sra_epoch_decay_span": 800,
62
+ "sra_loss_type": "sml1",
63
+ "sra_ema_decay": 0.9999,
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+ "dataloader_num_workers": 4,
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+ "pin_memory": false,
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+ "output_dir": "RESULTS/ProGamerGov/run_010"
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+ }
ProGamerGov/flux 2/SRA/training_summary.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
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+ "total_steps": 1000,
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+ "final_loss": 0.8906265497207642,
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+ "avg_last_100": 0.8753536739945411,
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+ "min_loss": 0.4574953615665436,
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+ "total_time": "12:50:44"
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+ }
ProGamerGov/run_003/Eval/eval.log.rank0 ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ [2026-09-01 03:20:04] [RANK-0] [INFO] Loading Sana pipeline from RESULTS/ProGamerGov/run_003 ...
2
+ [2026-09-01 03:20:11] [RANK-0] [INFO] Loading FID metric (torchmetrics, feature=2048) ...
3
+ [2026-09-01 03:20:12] [RANK-0] [INFO] Loading CLIP (ViT-B/32) ...
4
+ [2026-09-01 03:20:16] [RANK-0] [INFO] Loading LPIPS ...
5
+ [2026-09-01 03:20:16] [RANK-0] [INFO] Loading PickScore ...
6
+ [2026-09-01 03:20:23] [RANK-0] [INFO] Loading HPSv2 (v2.0) ...
7
+ [2026-09-01 03:20:34] [RANK-0] [INFO] Loading HPSv2.1 (v2.1) ...
8
+ [2026-09-01 03:20:45] [RANK-0] [INFO] Loading Aesthetic scorer ...
ProGamerGov/run_003/Eval/eval.log.rank1 ADDED
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ProGamerGov/run_003/Eval/eval.log.rank2 ADDED
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ProGamerGov/run_003/Eval/eval.log.rank3 ADDED
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ProGamerGov/run_003/Eval/eval.log.rank4 ADDED
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ProGamerGov/run_003/checkpoint-10000/transformer/config.json ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "_class_name": "SanaTransformer2DModel",
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+ "_diffusers_version": "0.37.1",
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+ "_name_or_path": "Efficient-Large-Model/Sana_600M_1024px_diffusers",
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+ "attention_bias": false,
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+ "attention_head_dim": 32,
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+ "caption_channels": 2304,
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+ "cross_attention_dim": 1152,
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+ "cross_attention_head_dim": 72,
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+ "dropout": 0.0,
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+ "guidance_embeds": false,
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+ "guidance_embeds_scale": 0.1,
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+ "in_channels": 32,
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+ "interpolation_scale": null,
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+ "mlp_ratio": 2.5,
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+ "norm_elementwise_affine": false,
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+ "norm_eps": 1e-06,
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+ "num_attention_heads": 36,
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+ "num_cross_attention_heads": 16,
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+ "num_layers": 28,
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+ "out_channels": 32,
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+ "patch_size": 1,
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+ "qk_norm": null,
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+ "sample_size": 32,
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+ "timestep_scale": 1.0
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+ }
ProGamerGov/run_003/checkpoint-8000/transformer/config.json ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "_class_name": "SanaTransformer2DModel",
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+ "_diffusers_version": "0.37.1",
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+ "_name_or_path": "Efficient-Large-Model/Sana_600M_1024px_diffusers",
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+ "attention_bias": false,
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+ "attention_head_dim": 32,
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+ "caption_channels": 2304,
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+ "cross_attention_dim": 1152,
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+ "cross_attention_head_dim": 72,
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+ "dropout": 0.0,
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+ "guidance_embeds": false,
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+ "guidance_embeds_scale": 0.1,
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+ "in_channels": 32,
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+ "interpolation_scale": null,
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+ "mlp_ratio": 2.5,
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+ "norm_elementwise_affine": false,
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+ "norm_eps": 1e-06,
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+ "num_attention_heads": 36,
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+ "num_cross_attention_heads": 16,
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+ "num_layers": 28,
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+ "out_channels": 32,
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+ "patch_size": 1,
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+ "qk_norm": null,
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+ "sample_size": 32,
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+ "timestep_scale": 1.0
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+ }
ProGamerGov/run_003/model_index.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_class_name": "SanaPipeline",
3
+ "_diffusers_version": "0.37.1",
4
+ "scheduler": [
5
+ "diffusers",
6
+ "FlowMatchEulerDiscreteScheduler"
7
+ ],
8
+ "text_encoder": [
9
+ "transformers",
10
+ "Gemma2Model"
11
+ ],
12
+ "tokenizer": [
13
+ "transformers",
14
+ "GemmaTokenizer"
15
+ ],
16
+ "transformer": [
17
+ "diffusers",
18
+ "SanaTransformer2DModel"
19
+ ],
20
+ "vae": [
21
+ "diffusers",
22
+ "AutoencoderDC"
23
+ ]
24
+ }
ProGamerGov/run_003/scheduler/scheduler_config.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_class_name": "FlowMatchEulerDiscreteScheduler",
3
+ "_diffusers_version": "0.37.1",
4
+ "algorithm_type": "dpmsolver++",
5
+ "base_image_seq_len": 256,
6
+ "base_shift": 0.5,
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+ "beta_end": 0.02,
8
+ "beta_schedule": "linear",
9
+ "beta_start": 0.0001,
10
+ "dynamic_thresholding_ratio": 0.995,
11
+ "euler_at_final": false,
12
+ "final_sigmas_type": "zero",
13
+ "flow_shift": 3.0,
14
+ "invert_sigmas": false,
15
+ "lambda_min_clipped": -Infinity,
16
+ "lower_order_final": true,
17
+ "max_image_seq_len": 4096,
18
+ "max_shift": 1.15,
19
+ "num_train_timesteps": 1000,
20
+ "prediction_type": "flow_prediction",
21
+ "rescale_betas_zero_snr": false,
22
+ "sample_max_value": 1.0,
23
+ "shift": 1.0,
24
+ "shift_terminal": null,
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+ "solver_order": 2,
26
+ "solver_type": "midpoint",
27
+ "steps_offset": 0,
28
+ "stochastic_sampling": false,
29
+ "thresholding": false,
30
+ "time_shift_type": "exponential",
31
+ "timestep_spacing": "linspace",
32
+ "trained_betas": null,
33
+ "use_beta_sigmas": false,
34
+ "use_dynamic_shifting": false,
35
+ "use_exponential_sigmas": false,
36
+ "use_flow_sigmas": true,
37
+ "use_karras_sigmas": false,
38
+ "use_lu_lambdas": false,
39
+ "variance_type": null
40
+ }
ProGamerGov/run_003/text_encoder/config.json ADDED
@@ -0,0 +1,68 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "Gemma2Model"
4
+ ],
5
+ "attention_bias": false,
6
+ "attention_dropout": 0.0,
7
+ "attn_logit_softcapping": 50.0,
8
+ "bos_token_id": 2,
9
+ "cache_implementation": "hybrid",
10
+ "dtype": "bfloat16",
11
+ "eos_token_id": [
12
+ 1,
13
+ 107
14
+ ],
15
+ "final_logit_softcapping": 30.0,
16
+ "head_dim": 256,
17
+ "hidden_act": "gelu_pytorch_tanh",
18
+ "hidden_activation": "gelu_pytorch_tanh",
19
+ "hidden_size": 2304,
20
+ "initializer_range": 0.02,
21
+ "intermediate_size": 9216,
22
+ "layer_types": [
23
+ "sliding_attention",
24
+ "full_attention",
25
+ "sliding_attention",
26
+ "full_attention",
27
+ "sliding_attention",
28
+ "full_attention",
29
+ "sliding_attention",
30
+ "full_attention",
31
+ "sliding_attention",
32
+ "full_attention",
33
+ "sliding_attention",
34
+ "full_attention",
35
+ "sliding_attention",
36
+ "full_attention",
37
+ "sliding_attention",
38
+ "full_attention",
39
+ "sliding_attention",
40
+ "full_attention",
41
+ "sliding_attention",
42
+ "full_attention",
43
+ "sliding_attention",
44
+ "full_attention",
45
+ "sliding_attention",
46
+ "full_attention",
47
+ "sliding_attention",
48
+ "full_attention"
49
+ ],
50
+ "max_position_embeddings": 8192,
51
+ "model_type": "gemma2",
52
+ "num_attention_heads": 8,
53
+ "num_hidden_layers": 26,
54
+ "num_key_value_heads": 4,
55
+ "pad_token_id": 0,
56
+ "query_pre_attn_scalar": 256,
57
+ "rms_norm_eps": 1e-06,
58
+ "rope_parameters": {
59
+ "rope_theta": 10000.0,
60
+ "rope_type": "default"
61
+ },
62
+ "sliding_window": 4096,
63
+ "tie_word_embeddings": true,
64
+ "transformers_version": "5.9.0",
65
+ "use_bidirectional_attention": null,
66
+ "use_cache": true,
67
+ "vocab_size": 256000
68
+ }
ProGamerGov/run_003/tokenizer/chat_template.jinja ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {{ bos_token }}{% if messages[0]['role'] == 'system' %}{{ raise_exception('System role not supported') }}{% endif %}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if (message['role'] == 'assistant') %}{% set role = 'model' %}{% else %}{% set role = message['role'] %}{% endif %}{{ '<start_of_turn>' + role + '
2
+ ' + message['content'] | trim + '<end_of_turn>
3
+ ' }}{% endfor %}{% if add_generation_prompt %}{{'<start_of_turn>model
4
+ '}}{% endif %}
ProGamerGov/run_003/tokenizer/tokenizer_config.json ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "backend": "tokenizers",
3
+ "bos_token": "<bos>",
4
+ "clean_up_tokenization_spaces": false,
5
+ "eos_token": "<eos>",
6
+ "extra_special_tokens": [
7
+ "<start_of_turn>",
8
+ "<end_of_turn>"
9
+ ],
10
+ "is_local": false,
11
+ "local_files_only": false,
12
+ "mask_token": "<mask>",
13
+ "model_max_length": 1000000000000000019884624838656,
14
+ "pad_token": "<pad>",
15
+ "sp_model_kwargs": {},
16
+ "spaces_between_special_tokens": false,
17
+ "tokenizer_class": "GemmaTokenizer",
18
+ "unk_token": "<unk>",
19
+ "use_default_system_prompt": false
20
+ }
ProGamerGov/run_003/training.log ADDED
@@ -0,0 +1,304 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Training started: 2026-08-31 18:43:36
2
+ ==========================================================================================================================================================================
3
+ Step | Epoch | Loss | Avg100 | LossA | LossB | Adv | Wt | TAMmean | MaxDelta | LR | Elapsed | ETA
4
+ --------------------------------------------------------------------------------------------------------------------------------------------------------------------------
5
+ [18:43:36] Run directory: RESULTS/ProGamerGov/run_003
6
+ [18:43:36] cuDNN SDPA disabled -- Flash/math backend for bf16 compatibility
7
+ [18:43:36] AGD: temperature=0.1, curriculum_steps=5000, max_delta=300
8
+ [18:43:36] TAM: enabled=True, alpha=0.9, factor=0.5
9
+ [18:43:36] SAD: enabled=True, temperature=0.5
10
+ [18:43:36] Loading pretrained SANA components ...
11
+ [18:43:43] Transformer params: 591,747,872 total, 591,747,872 trainable
12
+ [18:43:43] Building dataset ...
13
+ [18:43:43] TAM initialised: 90000 samples tracked.
14
+ [18:43:43]
15
+ [18:43:43] ========================================================================
16
+ [18:43:43] Output dir = RESULTS/ProGamerGov/run_003
17
+ [18:43:43] Num examples = 90000
18
+ [18:43:43] Num epochs = 1
19
+ [18:43:43] Batch/device = 8
20
+ [18:43:43] Effective BS = 8
21
+ [18:43:43] Total optim steps = 10000
22
+ [18:43:43] LR = 0.0001
23
+ [18:43:43] Precision = bf16
24
+ [18:43:43] --- AGD Easy-to-Hard Curriculum ---
25
+ [18:43:43] AGD temperature = 0.1
26
+ [18:43:43] Curriculum steps = 5000
27
+ [18:43:43] Max timestep delta = 300
28
+ [18:43:43] --- TAM: Temporal Advantage Memory ---
29
+ [18:43:43] TAM enabled = True
30
+ [18:43:43] TAM alpha (EMA decay) = 0.9
31
+ [18:43:43] TAM factor (modulation)= 0.5
32
+ [18:43:43] TAM log every = 500 steps
33
+ [18:43:43] --- SAD: Spectral Advantage Decomposition ---
34
+ [18:43:43] SAD enabled = True
35
+ [18:43:43] SAD temperature = 0.5
36
+ [18:43:43] ========================================================================
37
+ [18:43:43]
38
+ 50 | 0 | 0.780603 | 0.780603 | 0.793961 | 0.793832 | -0.000129 | 1.0000 | -0.0000 | 3.00 | 1.00e-05 | 0:01:59 | 6:36:12
39
+ 100 | 0 | 0.805268 | 0.792936 | 0.797782 | 0.801690 | 0.003908 | 1.0000 | -0.0000 | 6.00 | 2.00e-05 | 0:03:50 | 6:20:24
40
+ 150 | 0 | 0.802126 | 0.795999 | 0.829736 | 0.815203 | -0.014533 | 1.0000 | -0.0000 | 9.00 | 3.00e-05 | 0:05:41 | 6:14:07
41
+ 200 | 0 | 0.801221 | 0.797304 | 0.816376 | 0.810061 | -0.006315 | 1.0000 | -0.0000 | 12.00 | 4.00e-05 | 0:07:32 | 6:09:43
42
+ 250 | 0 | 0.889708 | 0.815785 | 0.899652 | 0.891764 | -0.007888 | 1.0000 | -0.0000 | 15.00 | 5.00e-05 | 0:09:23 | 6:06:29
43
+ 300 | 0 | 0.858320 | 0.822874 | 0.847000 | 0.848249 | 0.001249 | 1.0000 | -0.0000 | 18.00 | 6.00e-05 | 0:11:14 | 6:03:35
44
+ 350 | 0 | 0.874687 | 0.830276 | 0.876626 | 0.871427 | -0.005199 | 1.0000 | -0.0000 | 21.00 | 7.00e-05 | 0:13:05 | 6:01:07
45
+ 400 | 0 | 0.666680 | 0.809827 | 0.687288 | 0.680168 | -0.007120 | 1.0000 | -0.0000 | 24.00 | 8.00e-05 | 0:14:56 | 5:58:44
46
+ 450 | 0 | 0.820232 | 0.810983 | 0.841361 | 0.820436 | -0.020926 | 1.0000 | -0.0000 | 27.00 | 9.00e-05 | 0:16:47 | 5:56:27
47
+ 500 | 0 | 0.708625 | 0.800747 | 0.726597 | 0.721790 | -0.004806 | 1.0000 | -0.0000 | 30.00 | 1.00e-04 | 0:18:38 | 5:54:15
48
+ [19:02:14] [TAM stats @ step 500] mean=-0.0000 std=0.0004 max=0.0191 min=-0.0105 visits=4000
49
+ 550 | 0 | 0.842785 | 0.804569 | 0.849655 | 0.848447 | -0.001208 | 1.0000 | -0.0000 | 33.00 | 1.00e-04 | 0:20:29 | 5:52:09
50
+ 600 | 0 | 0.738104 | 0.799030 | 0.773180 | 0.758991 | -0.014189 | 1.0000 | -0.0000 | 36.00 | 1.00e-04 | 0:22:20 | 5:50:03
51
+ 650 | 0 | 0.877071 | 0.805033 | 0.871392 | 0.864535 | -0.006856 | 1.0000 | -0.0000 | 39.00 | 1.00e-04 | 0:24:11 | 5:48:04
52
+ 700 | 0 | 0.991916 | 0.818382 | 0.994570 | 0.940655 | -0.053914 | 1.0000 | -0.0000 | 42.00 | 1.00e-04 | 0:26:02 | 5:46:03
53
+ 750 | 0 | 0.838442 | 0.819719 | 0.853078 | 0.833873 | -0.019205 | 1.0000 | -0.0000 | 45.00 | 1.00e-04 | 0:27:53 | 5:44:02
54
+ 800 | 0 | 0.906915 | 0.825169 | 0.843300 | 0.862635 | 0.019335 | 1.0000 | -0.0000 | 48.00 | 1.00e-04 | 0:29:45 | 5:42:07
55
+ 850 | 0 | 0.836445 | 0.825832 | 0.877451 | 0.853378 | -0.024073 | 1.0000 | -0.0000 | 51.00 | 1.00e-04 | 0:31:36 | 5:40:14
56
+ 900 | 0 | 0.832764 | 0.826217 | 0.798806 | 0.804270 | 0.005464 | 1.0000 | -0.0001 | 54.00 | 1.00e-04 | 0:33:27 | 5:38:17
57
+ 950 | 0 | 0.811875 | 0.825462 | 0.792313 | 0.792190 | -0.000123 | 1.0000 | -0.0001 | 57.00 | 1.00e-04 | 0:35:18 | 5:36:22
58
+ 1000 | 0 | 0.885198 | 0.828449 | 0.916821 | 0.896843 | -0.019978 | 1.0000 | -0.0001 | 60.00 | 1.00e-04 | 0:37:09 | 5:34:27
59
+ [19:20:45] [TAM stats @ step 1000] mean=-0.0001 std=0.0018 max=0.1197 min=-0.1031 visits=8000
60
+ [19:20:45] Generating 16 validation images ...
61
+ [19:21:15] Validation at step 1000: 16 images -> RESULTS/ProGamerGov/run_003/validation/collage_step_0001000.png
62
+ 1050 | 0 | 0.824807 | 0.828276 | 0.848148 | 0.821720 | -0.026427 | 1.0000 | -0.0001 | 63.00 | 1.00e-04 | 0:39:31 | 5:36:50
63
+ 1100 | 0 | 0.812743 | 0.827570 | 0.826353 | 0.822230 | -0.004123 | 1.0000 | -0.0001 | 66.00 | 1.00e-04 | 0:41:22 | 5:34:43
64
+ 1150 | 0 | 0.875843 | 0.829669 | 0.893734 | 0.853922 | -0.039811 | 1.0000 | -0.0001 | 69.00 | 1.00e-04 | 0:43:13 | 5:32:38
65
+ 1200 | 0 | 0.894976 | 0.832390 | 0.844035 | 0.837690 | -0.006344 | 1.0000 | -0.0001 | 72.00 | 1.00e-04 | 0:45:04 | 5:30:33
66
+ 1250 | 0 | 0.861852 | 0.833568 | 0.903404 | 0.870624 | -0.032780 | 1.0000 | -0.0001 | 75.00 | 1.00e-04 | 0:46:55 | 5:28:30
67
+ 1300 | 0 | 0.953367 | 0.838176 | 0.956495 | 0.972308 | 0.015813 | 1.0000 | -0.0001 | 78.00 | 1.00e-04 | 0:48:46 | 5:26:27
68
+ 1350 | 0 | 0.810501 | 0.837151 | 0.971234 | 0.891845 | -0.079389 | 1.0000 | -0.0001 | 81.00 | 1.00e-04 | 0:50:38 | 5:24:26
69
+ 1400 | 0 | 0.749180 | 0.834009 | 0.811170 | 0.786095 | -0.025075 | 1.0000 | -0.0001 | 84.00 | 1.00e-04 | 0:52:29 | 5:22:25
70
+ 1450 | 0 | 0.934476 | 0.837473 | 0.910371 | 0.928394 | 0.018023 | 1.0000 | -0.0001 | 87.00 | 1.00e-04 | 0:54:20 | 5:20:24
71
+ 1500 | 0 | 0.888566 | 0.839176 | 0.910193 | 0.851599 | -0.058594 | 1.0000 | -0.0001 | 90.00 | 1.00e-04 | 0:56:11 | 5:18:24
72
+ [19:39:47] [TAM stats @ step 1500] mean=-0.0001 std=0.0029 max=0.1704 min=-0.1031 visits=12000
73
+ 1550 | 0 | 0.808368 | 0.838183 | 0.868759 | 0.821797 | -0.046961 | 1.0000 | -0.0001 | 93.00 | 1.00e-04 | 0:58:02 | 5:16:25
74
+ 1600 | 0 | 0.874462 | 0.839316 | 0.885015 | 0.861916 | -0.023099 | 1.0000 | -0.0002 | 96.00 | 1.00e-04 | 0:59:53 | 5:14:26
75
+ 1650 | 0 | 0.997416 | 0.844107 | 0.931129 | 0.901440 | -0.029689 | 1.0000 | -0.0002 | 99.00 | 1.00e-04 | 1:01:44 | 5:12:28
76
+ 1700 | 0 | 0.916505 | 0.846237 | 0.931140 | 0.898882 | -0.032258 | 1.0000 | -0.0002 | 102.00 | 1.00e-04 | 1:03:36 | 5:10:31
77
+ 1750 | 0 | 0.971098 | 0.849804 | 0.958809 | 0.992409 | 0.033600 | 1.0000 | -0.0002 | 105.00 | 1.00e-04 | 1:05:26 | 5:08:32
78
+ 1800 | 0 | 0.835471 | 0.849406 | 0.896360 | 0.854099 | -0.042260 | 1.0000 | -0.0002 | 108.00 | 1.00e-04 | 1:07:18 | 5:06:36
79
+ 1850 | 0 | 0.901008 | 0.850801 | 0.869890 | 0.875027 | 0.005137 | 1.0000 | -0.0002 | 111.00 | 1.00e-04 | 1:09:09 | 5:04:40
80
+ 1900 | 0 | 0.906539 | 0.852267 | 0.898779 | 0.877222 | -0.021557 | 1.0000 | -0.0002 | 114.00 | 1.00e-04 | 1:11:00 | 5:02:44
81
+ 1950 | 0 | 0.880213 | 0.852984 | 0.943643 | 0.881496 | -0.062147 | 1.0000 | -0.0002 | 117.00 | 1.00e-04 | 1:12:51 | 5:00:48
82
+ 2000 | 0 | 0.951271 | 0.855441 | 0.910639 | 0.947010 | 0.036370 | 1.0000 | -0.0002 | 120.00 | 1.00e-04 | 1:14:43 | 4:58:53
83
+ [19:58:19] [TAM stats @ step 2000] mean=-0.0002 std=0.0036 max=0.1704 min=-0.1031 visits=16000
84
+ [19:58:24] Saved checkpoint -> RESULTS/ProGamerGov/run_003/checkpoint-2000
85
+ [19:58:24] Generating 16 validation images ...
86
+ [19:58:55] Validation at step 2000: 16 images -> RESULTS/ProGamerGov/run_003/validation/collage_step_0002000.png
87
+ 2050 | 0 | 0.839237 | 0.855046 | 0.885175 | 0.844089 | -0.041086 | 1.0000 | -0.0002 | 123.00 | 1.00e-04 | 1:17:10 | 4:59:18
88
+ 2100 | 0 | 0.816857 | 0.854137 | 0.824983 | 0.790427 | -0.034556 | 1.0000 | -0.0002 | 126.00 | 1.00e-04 | 1:19:02 | 4:57:20
89
+ 2150 | 0 | 0.741210 | 0.851510 | 0.801605 | 0.757893 | -0.043712 | 1.0000 | -0.0002 | 129.00 | 1.00e-04 | 1:20:53 | 4:55:21
90
+ 2200 | 0 | 0.811125 | 0.850593 | 0.800765 | 0.786896 | -0.013869 | 1.0000 | -0.0002 | 132.00 | 1.00e-04 | 1:22:45 | 4:53:23
91
+ 2250 | 0 | 0.802979 | 0.849535 | 0.824053 | 0.797099 | -0.026954 | 1.0000 | -0.0003 | 135.00 | 1.00e-04 | 1:24:36 | 4:51:26
92
+ 2300 | 0 | 1.066697 | 0.854255 | 1.021119 | 1.061414 | 0.040295 | 1.0000 | -0.0003 | 138.00 | 1.00e-04 | 1:26:28 | 4:49:29
93
+ 2350 | 0 | 0.803419 | 0.853174 | 0.871960 | 0.801476 | -0.070483 | 1.0000 | -0.0003 | 141.00 | 1.00e-04 | 1:28:19 | 4:47:32
94
+ 2400 | 0 | 0.869875 | 0.853522 | 0.838763 | 0.854940 | 0.016177 | 1.0000 | -0.0003 | 144.00 | 1.00e-04 | 1:30:11 | 4:45:35
95
+ 2450 | 0 | 0.945770 | 0.855404 | 0.937322 | 0.942150 | 0.004828 | 1.0000 | -0.0003 | 147.00 | 1.00e-04 | 1:32:02 | 4:43:38
96
+ 2500 | 0 | 0.834787 | 0.854992 | 0.902687 | 0.825293 | -0.077394 | 1.0000 | -0.0003 | 150.00 | 1.00e-04 | 1:33:54 | 4:41:42
97
+ [20:17:30] [TAM stats @ step 2500] mean=-0.0003 std=0.0046 max=0.1968 min=-0.1031 visits=20000
98
+ 2550 | 0 | 0.804580 | 0.854004 | 0.896992 | 0.791406 | -0.105586 | 1.0000 | -0.0003 | 153.00 | 1.00e-04 | 1:35:45 | 4:39:45
99
+ 2600 | 0 | 0.970745 | 0.856249 | 0.943088 | 0.950049 | 0.006961 | 1.0000 | -0.0003 | 156.00 | 1.00e-04 | 1:37:36 | 4:37:47
100
+ 2650 | 0 | 0.983481 | 0.858649 | 0.842164 | 0.891745 | 0.049581 | 1.0000 | -0.0003 | 159.00 | 1.00e-04 | 1:39:27 | 4:35:51
101
+ 2700 | 0 | 1.039106 | 0.861991 | 0.975848 | 1.009355 | 0.033507 | 1.0000 | -0.0003 | 162.00 | 1.00e-04 | 1:41:18 | 4:33:55
102
+ 2750 | 0 | 0.858517 | 0.861928 | 0.907682 | 0.837656 | -0.070026 | 1.0000 | -0.0003 | 165.00 | 1.00e-04 | 1:43:10 | 4:31:59
103
+ 2800 | 0 | 1.270808 | 0.869229 | 0.741971 | 0.847086 | 0.105115 | 1.0000 | -0.0003 | 168.00 | 1.00e-04 | 1:45:01 | 4:30:03
104
+ 2850 | 0 | 0.774759 | 0.867572 | 0.835842 | 0.814822 | -0.021021 | 1.0000 | -0.0003 | 171.00 | 1.00e-04 | 1:46:53 | 4:28:08
105
+ 2900 | 0 | 0.821433 | 0.866776 | 0.766551 | 0.802542 | 0.035991 | 1.0000 | -0.0003 | 174.00 | 1.00e-04 | 1:48:44 | 4:26:13
106
+ 2950 | 0 | 0.744398 | 0.864702 | 0.761294 | 0.734791 | -0.026503 | 1.0000 | -0.0003 | 177.00 | 1.00e-04 | 1:50:35 | 4:24:18
107
+ 3000 | 0 | 0.950504 | 0.866132 | 0.948391 | 0.949835 | 0.001444 | 1.0000 | -0.0003 | 180.00 | 1.00e-04 | 1:52:26 | 4:22:22
108
+ [20:36:03] [TAM stats @ step 3000] mean=-0.0003 std=0.0054 max=0.1968 min=-0.1031 visits=24000
109
+ [20:36:03] Generating 16 validation images ...
110
+ [20:36:33] Validation at step 3000: 16 images -> RESULTS/ProGamerGov/run_003/validation/collage_step_0003000.png
111
+ 3050 | 0 | 0.936463 | 0.867285 | 0.947292 | 0.947012 | -0.000280 | 1.0000 | -0.0003 | 183.00 | 1.00e-04 | 1:54:49 | 4:21:38
112
+ 3100 | 0 | 0.826871 | 0.866633 | 0.858795 | 0.823496 | -0.035299 | 1.0000 | -0.0004 | 186.00 | 1.00e-04 | 1:56:40 | 4:19:41
113
+ 3150 | 0 | 0.825106 | 0.865974 | 0.861333 | 0.818966 | -0.042367 | 1.0000 | -0.0004 | 189.00 | 1.00e-04 | 1:58:31 | 4:17:44
114
+ 3200 | 0 | 0.639657 | 0.862438 | 0.692978 | 0.650118 | -0.042860 | 1.0000 | -0.0004 | 192.00 | 1.00e-04 | 2:00:22 | 4:15:48
115
+ 3250 | 0 | 1.108613 | 0.866225 | 0.857502 | 0.991712 | 0.134210 | 1.0000 | -0.0004 | 195.00 | 1.00e-04 | 2:02:13 | 4:13:52
116
+ 3300 | 0 | 0.905198 | 0.866816 | 0.950643 | 0.888536 | -0.062107 | 1.0000 | -0.0004 | 198.00 | 1.00e-04 | 2:04:05 | 4:11:56
117
+ 3350 | 0 | 0.821465 | 0.866139 | 0.909556 | 0.822327 | -0.087229 | 1.0000 | -0.0003 | 201.00 | 1.00e-04 | 2:05:56 | 4:10:00
118
+ 3400 | 0 | 1.041676 | 0.868720 | 0.983326 | 0.927008 | -0.056318 | 1.0000 | -0.0003 | 204.00 | 1.00e-04 | 2:07:47 | 4:08:04
119
+ 3450 | 0 | 0.956915 | 0.869999 | 0.937155 | 0.909650 | -0.027505 | 1.0000 | -0.0003 | 207.00 | 1.00e-04 | 2:09:39 | 4:06:08
120
+ 3500 | 0 | 1.093598 | 0.873193 | 0.933328 | 1.016685 | 0.083357 | 1.0000 | -0.0003 | 210.00 | 1.00e-04 | 2:11:30 | 4:04:13
121
+ [20:55:06] [TAM stats @ step 3500] mean=-0.0003 std=0.0064 max=0.1968 min=-0.1031 visits=28000
122
+ 3550 | 0 | 1.190023 | 0.877655 | 1.007721 | 1.040164 | 0.032444 | 1.0000 | -0.0003 | 213.00 | 1.00e-04 | 2:13:21 | 4:02:18
123
+ 3600 | 0 | 1.193620 | 0.882044 | 0.894132 | 1.022172 | 0.128040 | 1.0000 | -0.0003 | 216.00 | 1.00e-04 | 2:15:12 | 4:00:23
124
+ 3650 | 0 | 1.216551 | 0.886626 | 1.002733 | 1.025582 | 0.022850 | 1.0000 | -0.0004 | 219.00 | 1.00e-04 | 2:17:04 | 3:58:28
125
+ 3700 | 0 | 1.094980 | 0.889441 | 1.060347 | 1.091578 | 0.031231 | 1.0000 | -0.0004 | 222.00 | 1.00e-04 | 2:18:55 | 3:56:33
126
+ 3750 | 0 | 0.984263 | 0.890706 | 0.928866 | 0.902128 | -0.026738 | 1.0000 | -0.0004 | 225.00 | 1.00e-04 | 2:20:46 | 3:54:37
127
+ 3800 | 0 | 1.106157 | 0.893541 | 0.957250 | 1.006868 | 0.049618 | 1.0000 | -0.0004 | 228.00 | 1.00e-04 | 2:22:37 | 3:52:42
128
+ 3850 | 0 | 1.047788 | 0.895544 | 1.041046 | 0.929036 | -0.112010 | 1.0000 | -0.0004 | 231.00 | 1.00e-04 | 2:24:29 | 3:50:48
129
+ 3900 | 0 | 1.420806 | 0.902278 | 0.983852 | 1.155820 | 0.171968 | 1.0000 | -0.0004 | 234.00 | 1.00e-04 | 2:26:20 | 3:48:53
130
+ 3950 | 0 | 0.779140 | 0.900719 | 0.846992 | 0.809383 | -0.037609 | 1.0000 | -0.0004 | 237.00 | 1.00e-04 | 2:28:11 | 3:46:58
131
+ 4000 | 0 | 0.780292 | 0.899214 | 0.814446 | 0.757305 | -0.057142 | 1.0000 | -0.0004 | 240.00 | 1.00e-04 | 2:30:03 | 3:45:04
132
+ [21:13:39] [TAM stats @ step 4000] mean=-0.0004 std=0.0074 max=0.1968 min=-0.1031 visits=32000
133
+ [21:13:44] Saved checkpoint -> RESULTS/ProGamerGov/run_003/checkpoint-4000
134
+ [21:13:44] Generating 16 validation images ...
135
+ [21:14:16] Validation at step 4000: 16 images -> RESULTS/ProGamerGov/run_003/validation/collage_step_0004000.png
136
+ 4050 | 0 | 0.778080 | 0.897718 | 0.827869 | 0.711723 | -0.116146 | 1.0000 | -0.0004 | 243.00 | 1.00e-04 | 2:32:31 | 3:44:05
137
+ 4100 | 0 | 0.942524 | 0.898265 | 0.777486 | 0.855639 | 0.078154 | 1.0000 | -0.0004 | 246.00 | 1.00e-04 | 2:34:23 | 3:42:09
138
+ 4150 | 0 | 1.125203 | 0.900999 | 0.909715 | 1.074257 | 0.164542 | 1.0000 | -0.0004 | 249.00 | 1.00e-04 | 2:36:14 | 3:40:14
139
+ 4200 | 0 | 0.948598 | 0.901566 | 0.930690 | 0.909397 | -0.021293 | 1.0000 | -0.0004 | 252.00 | 1.00e-04 | 2:38:05 | 3:38:19
140
+ 4250 | 0 | 1.047707 | 0.903285 | 0.945994 | 0.943045 | -0.002949 | 1.0000 | -0.0004 | 255.00 | 1.00e-04 | 2:39:57 | 3:36:24
141
+ 4300 | 0 | 0.874735 | 0.902953 | 0.847068 | 0.818051 | -0.029017 | 1.0000 | -0.0004 | 258.00 | 1.00e-04 | 2:41:48 | 3:34:29
142
+ 4350 | 0 | 1.006567 | 0.904144 | 0.805242 | 0.917289 | 0.112047 | 1.0000 | -0.0004 | 261.00 | 1.00e-04 | 2:43:39 | 3:32:34
143
+ 4400 | 0 | 1.018686 | 0.905446 | 0.905097 | 0.936499 | 0.031402 | 1.0000 | -0.0004 | 264.00 | 1.00e-04 | 2:45:31 | 3:30:39
144
+ 4450 | 0 | 0.775384 | 0.903984 | 0.879205 | 0.788367 | -0.090838 | 1.0000 | -0.0004 | 267.00 | 1.00e-04 | 2:47:22 | 3:28:45
145
+ 4500 | 0 | 0.793278 | 0.902754 | 0.790194 | 0.727602 | -0.062592 | 1.0000 | -0.0004 | 270.00 | 1.00e-04 | 2:49:14 | 3:26:50
146
+ [21:32:50] [TAM stats @ step 4500] mean=-0.0004 std=0.0085 max=0.1968 min=-0.1031 visits=36000
147
+ 4550 | 0 | 1.007931 | 0.903910 | 0.920487 | 0.871334 | -0.049153 | 1.0000 | -0.0004 | 273.00 | 1.00e-04 | 2:51:05 | 3:24:55
148
+ 4600 | 0 | 0.749408 | 0.902231 | 0.935781 | 0.812167 | -0.123614 | 1.0000 | -0.0004 | 276.00 | 1.00e-04 | 2:52:57 | 3:23:01
149
+ 4650 | 0 | 1.018000 | 0.903475 | 0.958840 | 0.941386 | -0.017454 | 1.0000 | -0.0004 | 279.00 | 1.00e-04 | 2:54:49 | 3:21:08
150
+ 4700 | 0 | 1.003894 | 0.904544 | 0.944028 | 0.908328 | -0.035701 | 1.0000 | -0.0004 | 282.00 | 1.00e-04 | 2:56:40 | 3:19:13
151
+ 4750 | 0 | 0.973433 | 0.905269 | 0.876812 | 0.914280 | 0.037468 | 1.0000 | -0.0004 | 285.00 | 1.00e-04 | 2:58:31 | 3:17:19
152
+ 4800 | 0 | 1.017250 | 0.906435 | 1.013602 | 0.939125 | -0.074477 | 1.0000 | -0.0004 | 288.00 | 1.00e-04 | 3:00:23 | 3:15:25
153
+ 4850 | 0 | 1.237301 | 0.909846 | 0.906822 | 0.987065 | 0.080243 | 1.0000 | -0.0004 | 291.00 | 1.00e-04 | 3:02:14 | 3:13:30
154
+ 4900 | 0 | 1.038988 | 0.911164 | 0.955603 | 0.899116 | -0.056487 | 1.0000 | -0.0004 | 294.00 | 1.00e-04 | 3:04:05 | 3:11:36
155
+ 4950 | 0 | 1.044939 | 0.912515 | 0.893306 | 0.871796 | -0.021509 | 1.0000 | -0.0003 | 297.00 | 1.00e-04 | 3:05:57 | 3:09:43
156
+ 5000 | 0 | 0.914496 | 0.912535 | 0.946729 | 0.839978 | -0.106752 | 1.0000 | -0.0003 | 300.00 | 1.00e-04 | 3:07:49 | 3:07:49
157
+ [21:51:25] [TAM stats @ step 5000] mean=-0.0003 std=0.0096 max=0.1968 min=-0.1031 visits=40000
158
+ [21:51:25] Generating 16 validation images ...
159
+ [21:51:58] Validation at step 5000: 16 images -> RESULTS/ProGamerGov/run_003/validation/collage_step_0005000.png
160
+ 5050 | 0 | 0.811445 | 0.912844 | 0.906144 | 0.828810 | -0.077334 | 1.0000 | -0.0003 | 300.00 | 1.00e-04 | 3:10:13 | 3:06:27
161
+ 5100 | 0 | 0.855413 | 0.913345 | 0.836055 | 0.815159 | -0.020895 | 1.0000 | -0.0003 | 300.00 | 1.00e-04 | 3:12:05 | 3:04:33
162
+ 5150 | 0 | 0.806779 | 0.913392 | 0.889704 | 0.838566 | -0.051138 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:13:57 | 3:02:39
163
+ 5200 | 0 | 1.093783 | 0.916317 | 0.989084 | 1.013987 | 0.024903 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:15:48 | 3:00:44
164
+ 5250 | 0 | 0.859198 | 0.916012 | 0.961062 | 0.870805 | -0.090257 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:17:39 | 2:58:50
165
+ 5300 | 0 | 0.926650 | 0.916695 | 0.973683 | 0.929993 | -0.043689 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:19:31 | 2:56:55
166
+ 5350 | 0 | 0.965071 | 0.917599 | 0.978120 | 0.922068 | -0.056052 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:21:23 | 2:55:02
167
+ 5400 | 0 | 0.792595 | 0.918858 | 0.811504 | 0.774309 | -0.037194 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:23:14 | 2:53:08
168
+ 5450 | 0 | 1.072614 | 0.921382 | 0.920400 | 1.036521 | 0.116121 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:25:06 | 2:51:13
169
+ 5500 | 0 | 0.931785 | 0.923614 | 0.889446 | 0.874222 | -0.015223 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:26:58 | 2:49:20
170
+ [22:10:34] [TAM stats @ step 5500] mean=-0.0004 std=0.0103 max=0.1968 min=-0.1031 visits=44000
171
+ 5550 | 0 | 0.975502 | 0.924941 | 0.995303 | 0.988239 | -0.007064 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:28:49 | 2:47:26
172
+ 5600 | 0 | 0.984539 | 0.927405 | 0.995513 | 0.999899 | 0.004386 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:30:41 | 2:45:32
173
+ 5650 | 0 | 1.008708 | 0.928722 | 1.068679 | 0.936697 | -0.131983 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:32:32 | 2:43:38
174
+ 5700 | 0 | 1.151470 | 0.930317 | 1.291084 | 1.128458 | -0.162625 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:34:24 | 2:41:44
175
+ 5750 | 0 | 1.083249 | 0.932765 | 0.987930 | 1.029412 | 0.041482 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:36:16 | 2:39:51
176
+ 5800 | 0 | 1.147439 | 0.935171 | 1.138344 | 1.060199 | -0.078145 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:38:08 | 2:37:57
177
+ 5850 | 0 | 1.216718 | 0.938973 | 1.037527 | 1.020139 | -0.017388 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:40:00 | 2:36:04
178
+ 5900 | 0 | 1.298005 | 0.943626 | 1.206296 | 1.171113 | -0.035184 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 3:41:52 | 2:34:10
179
+ 5950 | 0 | 0.964368 | 0.945151 | 1.033968 | 0.941080 | -0.092888 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:43:44 | 2:32:17
180
+ 6000 | 0 | 1.016777 | 0.946466 | 1.018486 | 0.960086 | -0.058400 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 3:45:35 | 2:30:23
181
+ [22:29:12] [TAM stats @ step 6000] mean=-0.0005 std=0.0115 max=0.1968 min=-0.1206 visits=48000
182
+ [22:29:17] Saved checkpoint -> RESULTS/ProGamerGov/run_003/checkpoint-6000
183
+ [22:29:18] Removed old checkpoint: checkpoint-2000
184
+ [22:29:18] Generating 16 validation images ...
185
+ [22:29:51] Validation at step 6000: 16 images -> RESULTS/ProGamerGov/run_003/validation/collage_step_0006000.png
186
+ 6050 | 0 | 0.807382 | 0.946292 | 0.903143 | 0.833077 | -0.070066 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:48:07 | 2:28:56
187
+ 6100 | 0 | 1.020530 | 0.948370 | 0.865521 | 0.931141 | 0.065619 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:49:58 | 2:27:02
188
+ 6150 | 0 | 0.986412 | 0.949476 | 0.899913 | 0.921698 | 0.021785 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:51:50 | 2:25:08
189
+ 6200 | 0 | 0.937524 | 0.949901 | 0.855587 | 0.893539 | 0.037952 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 3:53:42 | 2:23:14
190
+ 6250 | 0 | 0.833408 | 0.949617 | 0.924422 | 0.853107 | -0.071316 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 3:55:34 | 2:21:20
191
+ 6300 | 0 | 0.959547 | 0.949679 | 1.003670 | 0.919299 | -0.084371 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 3:57:26 | 2:19:26
192
+ 6350 | 0 | 1.038947 | 0.951963 | 0.973531 | 0.918486 | -0.055045 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 3:59:17 | 2:17:32
193
+ 6400 | 0 | 0.841989 | 0.952891 | 0.741048 | 0.872930 | 0.131882 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:01:09 | 2:15:39
194
+ 6450 | 0 | 0.971316 | 0.953260 | 0.918746 | 0.935461 | 0.016715 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:03:01 | 2:13:45
195
+ 6500 | 0 | 0.965527 | 0.954029 | 0.956697 | 0.880486 | -0.076211 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:04:52 | 2:11:51
196
+ [22:48:29] [TAM stats @ step 6500] mean=-0.0005 std=0.0122 max=0.1968 min=-0.1206 visits=52000
197
+ 6550 | 0 | 1.002732 | 0.955973 | 0.841448 | 0.885113 | 0.043665 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:06:44 | 2:09:57
198
+ 6600 | 0 | 0.857791 | 0.955806 | 0.893230 | 0.805391 | -0.087839 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:08:36 | 2:08:04
199
+ 6650 | 0 | 0.868389 | 0.954516 | 0.891210 | 0.879865 | -0.011344 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:10:27 | 2:06:10
200
+ 6700 | 0 | 0.867956 | 0.954030 | 0.886652 | 0.845752 | -0.040900 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:12:19 | 2:04:16
201
+ 6750 | 0 | 0.848274 | 0.952802 | 0.888680 | 0.852954 | -0.035726 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:14:10 | 2:02:22
202
+ 6800 | 0 | 0.875682 | 0.953204 | 0.922962 | 0.882791 | -0.040172 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:16:02 | 2:00:29
203
+ 6850 | 0 | 1.055415 | 0.954748 | 0.968667 | 0.966525 | -0.002142 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:17:53 | 1:58:35
204
+ 6900 | 0 | 0.973769 | 0.955421 | 0.894671 | 0.967565 | 0.072895 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:19:45 | 1:56:42
205
+ 6950 | 0 | 0.871035 | 0.955329 | 0.881346 | 0.845613 | -0.035733 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:21:36 | 1:54:48
206
+ 7000 | 0 | 0.892336 | 0.954739 | 0.872332 | 0.878067 | 0.005735 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:23:28 | 1:52:55
207
+ [23:07:04] [TAM stats @ step 7000] mean=-0.0005 std=0.0126 max=0.1968 min=-0.1206 visits=56000
208
+ [23:07:04] Generating 16 validation images ...
209
+ [23:07:36] Validation at step 7000: 16 images -> RESULTS/ProGamerGov/run_003/validation/collage_step_0007000.png
210
+ 7050 | 0 | 0.900562 | 0.955353 | 0.913458 | 0.854497 | -0.058961 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:25:51 | 1:51:14
211
+ 7100 | 0 | 0.815103 | 0.955335 | 0.851612 | 0.820088 | -0.031525 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:27:43 | 1:49:20
212
+ 7150 | 0 | 1.008901 | 0.958012 | 0.881679 | 0.939111 | 0.057431 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:29:34 | 1:47:27
213
+ 7200 | 0 | 0.855737 | 0.958458 | 0.851162 | 0.864840 | 0.013678 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:31:26 | 1:45:33
214
+ 7250 | 0 | 0.957827 | 0.960007 | 0.770342 | 0.834592 | 0.064250 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 4:33:18 | 1:43:39
215
+ 7300 | 0 | 1.011425 | 0.959454 | 0.854107 | 0.932338 | 0.078231 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:35:09 | 1:41:46
216
+ 7350 | 0 | 0.908611 | 0.960506 | 0.891920 | 0.843220 | -0.048701 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:37:01 | 1:39:52
217
+ 7400 | 0 | 0.902762 | 0.960835 | 0.970820 | 0.913189 | -0.057631 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:38:52 | 1:37:59
218
+ 7450 | 0 | 1.075271 | 0.962130 | 0.954462 | 1.002612 | 0.048150 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:40:44 | 1:36:05
219
+ 7500 | 0 | 0.823902 | 0.962021 | 0.824927 | 0.776377 | -0.048550 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:42:36 | 1:34:12
220
+ [23:26:12] [TAM stats @ step 7500] mean=-0.0006 std=0.0130 max=0.1968 min=-0.1206 visits=60000
221
+ 7550 | 0 | 1.004235 | 0.964017 | 0.972054 | 0.865327 | -0.106727 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:44:28 | 1:32:18
222
+ 7600 | 0 | 0.779981 | 0.962110 | 0.822067 | 0.800904 | -0.021163 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:46:19 | 1:30:25
223
+ 7650 | 0 | 0.922564 | 0.961501 | 0.929786 | 0.890853 | -0.038933 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:48:11 | 1:28:31
224
+ 7700 | 0 | 1.121396 | 0.962324 | 1.056383 | 0.905269 | -0.151114 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:50:03 | 1:26:38
225
+ 7750 | 0 | 1.287975 | 0.966618 | 0.995333 | 1.022210 | 0.026877 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:51:55 | 1:24:45
226
+ 7800 | 0 | 0.853477 | 0.962445 | 0.883679 | 0.881874 | -0.001804 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:53:47 | 1:22:51
227
+ 7850 | 0 | 1.001083 | 0.964708 | 1.038000 | 0.865687 | -0.172313 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:55:39 | 1:20:58
228
+ 7900 | 0 | 0.849159 | 0.964985 | 0.773631 | 0.794048 | 0.020417 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:57:31 | 1:19:05
229
+ 7950 | 0 | 0.802146 | 0.965563 | 0.821177 | 0.786125 | -0.035052 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 4:59:23 | 1:17:12
230
+ 8000 | 0 | 1.539210 | 0.971450 | 1.245369 | 1.081546 | -0.163824 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:01:15 | 1:15:18
231
+ [23:44:51] [TAM stats @ step 8000] mean=-0.0006 std=0.0140 max=0.1968 min=-0.1490 visits=64000
232
+ [23:44:56] Saved checkpoint -> RESULTS/ProGamerGov/run_003/checkpoint-8000
233
+ [23:44:57] Removed old checkpoint: checkpoint-4000
234
+ [23:44:57] Generating 16 validation images ...
235
+ [23:45:30] Validation at step 8000: 16 images -> RESULTS/ProGamerGov/run_003/validation/collage_step_0008000.png
236
+ 8050 | 0 | 1.126370 | 0.973349 | 1.030820 | 0.998269 | -0.032551 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:03:45 | 1:13:34
237
+ 8100 | 0 | 1.081887 | 0.975899 | 0.978096 | 0.957918 | -0.020177 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:05:37 | 1:11:41
238
+ 8150 | 0 | 1.154176 | 0.979190 | 0.956219 | 0.958960 | 0.002742 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:07:28 | 1:09:47
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+ 8200 | 0 | 0.916583 | 0.981959 | 1.042934 | 0.975482 | -0.067452 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:09:20 | 1:07:54
240
+ 8250 | 0 | 0.882070 | 0.979694 | 0.960208 | 0.811470 | -0.148738 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:11:12 | 1:06:00
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+ 8300 | 0 | 1.067842 | 0.981320 | 0.868020 | 1.014859 | 0.146839 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:13:04 | 1:04:07
242
+ 8350 | 0 | 1.055529 | 0.983661 | 0.965184 | 0.999368 | 0.034184 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:14:56 | 1:02:14
243
+ 8400 | 0 | 0.857899 | 0.981823 | 0.901195 | 0.873905 | -0.027289 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:16:47 | 1:00:20
244
+ 8450 | 0 | 0.946021 | 0.981714 | 0.965157 | 0.943468 | -0.021689 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:18:39 | 0:58:27
245
+ 8500 | 0 | 1.103307 | 0.981811 | 1.020066 | 0.999063 | -0.021004 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:20:31 | 0:56:33
246
+ [00:04:07] [TAM stats @ step 8500] mean=-0.0006 std=0.0149 max=0.1968 min=-0.1490 visits=68000
247
+ 8550 | 0 | 1.035758 | 0.980268 | 1.008994 | 0.976777 | -0.032217 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:22:22 | 0:54:40
248
+ 8600 | 0 | 0.929311 | 0.977625 | 0.880461 | 0.775931 | -0.104530 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:24:14 | 0:52:47
249
+ 8650 | 0 | 0.849197 | 0.973952 | 0.866951 | 0.849288 | -0.017662 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:26:06 | 0:50:53
250
+ 8700 | 0 | 0.933145 | 0.972333 | 0.958517 | 0.929140 | -0.029377 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 5:27:58 | 0:49:00
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+ 8750 | 0 | 0.733370 | 0.969825 | 0.847630 | 0.750778 | -0.096853 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 5:29:50 | 0:47:07
252
+ 8800 | 0 | 1.117502 | 0.969938 | 0.900087 | 1.004071 | 0.103984 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 5:31:42 | 0:45:13
253
+ 8850 | 0 | 0.855826 | 0.968018 | 0.875807 | 0.816427 | -0.059380 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 5:33:33 | 0:43:20
254
+ 8900 | 0 | 0.866286 | 0.962473 | 0.872575 | 0.860857 | -0.011718 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 5:35:25 | 0:41:27
255
+ 8950 | 0 | 0.876739 | 0.963449 | 0.854323 | 0.854331 | 0.000008 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 5:37:17 | 0:39:34
256
+ 9000 | 0 | 0.881128 | 0.964458 | 0.864904 | 0.879911 | 0.015007 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 5:39:09 | 0:37:41
257
+ [00:22:45] [TAM stats @ step 9000] mean=-0.0007 std=0.0152 max=0.1968 min=-0.1490 visits=72000
258
+ [00:22:45] Generating 16 validation images ...
259
+ [00:23:16] Validation at step 9000: 16 images -> RESULTS/ProGamerGov/run_003/validation/collage_step_0009000.png
260
+ 9050 | 0 | 0.913282 | 0.965810 | 0.887071 | 0.899609 | 0.012538 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 5:41:32 | 0:35:51
261
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262
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263
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264
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269
+ 9500 | 0 | 0.841906 | 0.961947 | 0.885155 | 0.857993 | -0.027162 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 5:58:16 | 0:18:51
270
+ [00:41:52] [TAM stats @ step 9500] mean=-0.0007 std=0.0154 max=0.1968 min=-0.1490 visits=76000
271
+ 9550 | 0 | 0.795998 | 0.959827 | 0.826493 | 0.815452 | -0.011041 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 6:00:08 | 0:16:58
272
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273
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274
+ 9700 | 0 | 0.913902 | 0.957188 | 0.931545 | 0.894688 | -0.036857 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 6:05:44 | 0:11:18
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276
+ 9800 | 0 | 0.834428 | 0.953322 | 0.860733 | 0.830516 | -0.030217 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:09:27 | 0:07:32
277
+ 9850 | 0 | 0.860884 | 0.949558 | 0.820573 | 0.823448 | 0.002876 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:11:19 | 0:05:39
278
+ 9900 | 0 | 0.997892 | 0.949147 | 0.942547 | 0.889663 | -0.052884 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:13:11 | 0:03:46
279
+ 9950 | 0 | 0.933580 | 0.948033 | 0.932073 | 0.887274 | -0.044799 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:15:02 | 0:01:53
280
+ 10000 | 0 | 0.860796 | 0.947496 | 0.935976 | 0.915480 | -0.020495 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:16:54 | 0:00:00
281
+ [01:00:30] [TAM stats @ step 10000] mean=-0.0008 std=0.0157 max=0.1968 min=-0.1490 visits=80000
282
+ [01:00:35] Saved checkpoint -> RESULTS/ProGamerGov/run_003/checkpoint-10000
283
+ [01:00:36] Removed old checkpoint: checkpoint-6000
284
+ [01:00:36] Generating 16 validation images ...
285
+ [01:01:08] Validation at step 10000: 16 images -> RESULTS/ProGamerGov/run_003/validation/collage_step_0010000.png
286
+ [01:01:08] --- Epoch 0 complete | Steps: 10000 | Avg Loss: 0.947742 ---
287
+ [01:01:08] Saving final model ...
288
+ [01:01:17] Pipeline saved -> RESULTS/ProGamerGov/run_003
289
+ [01:01:17] TAM scores saved -> RESULTS/ProGamerGov/run_003/tam_final.pt
290
+ [01:01:18] Final TAM stats: {'mean_score': -0.000775338092353195, 'std_score': 0.015670480206608772, 'max_score': 0.1967921108007431, 'min_score': -0.14903222024440765, 'total_visits': 80000}
291
+ [01:01:18] Generating final validation collage ...
292
+ [01:01:18] Generating 16 validation images ...
293
+ [01:01:49] Validation at step 10000: 16 images -> RESULTS/ProGamerGov/run_003/validation/collage_step_0010000.png
294
+ [01:01:49]
295
+ [01:01:49] ============================================================
296
+ [01:01:49] TRAINING SUMMARY
297
+ [01:01:49] ============================================================
298
+ [01:01:49] Total steps : 200
299
+ [01:01:49] Final loss : 0.860796
300
+ [01:01:49] Avg last 100 : 0.947496
301
+ [01:01:49] Min loss : 0.639657
302
+ [01:01:49] Total time : 6:18:13
303
+ [01:01:49] Output : RESULTS/ProGamerGov/run_003
304
+ [01:01:49] ============================================================
ProGamerGov/run_003/training_args.json ADDED
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ProGamerGov/run_003/training_summary.json ADDED
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ProGamerGov/run_003/transformer/config.json ADDED
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ProGamerGov/run_003/vae/config.json ADDED
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ProGamerGov/run_004/scheduler/scheduler_config.json ADDED
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+ "_class_name": "FlowMatchEulerDiscreteScheduler",
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ProGamerGov/run_004/text_encoder/config.json ADDED
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