Commit
·
cea0304
1
Parent(s):
6f421a4
upload 4m intermediate checkpoints
Browse files- sit-xl-1-dinov2-b-enc8-invae-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m/args.json +59 -0
- sit-xl-1-dinov2-b-enc8-invae-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m/checkpoints/1040000.pt +3 -0
- sit-xl-1-dinov2-b-enc8-vavae-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m/args.json +59 -0
- sit-xl-1-dinov2-b-enc8-vavae-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m/checkpoints/1700000.pt +3 -0
- sit-xl-dinov2-b-enc8-sdvae-officialstats-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m/args.json +59 -0
- sit-xl-dinov2-b-enc8-sdvae-officialstats-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m/checkpoints/1320000.pt +3 -0
sit-xl-1-dinov2-b-enc8-invae-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m/args.json
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{
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"output_dir": "exps",
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"exp_name": "sit-xl-1-dinov2-b-enc8-invae-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m",
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"logging_dir": "logs",
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"report_to": "wandb",
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"sampling_steps": 9999999999,
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"resume_step": 400000,
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"continue_train_exp_dir": "pretrained_models/sit-xl-1-dinov2-b-enc8-invae-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-unfreezedecoder-compile-400k",
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"wandb_history_path": null,
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"model": "SiT-XL/1",
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"num_classes": 1000,
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"encoder_depth": 8,
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"qk_norm": false,
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"bn_momentum": 0.1,
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"compile": true,
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"fused_attn": true,
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"use_swiglu": true,
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"use_rope": true,
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"use_rmsnorm": true,
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"wo_shift": false,
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"data_dir": "data/imagenet-latents",
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"resolution": 256,
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"batch_size": 256,
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"allow_tf32": true,
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"mixed_precision": "fp16",
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"epochs": 1400,
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"max_train_steps": 4000000,
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"checkpointing_steps": 20000,
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| 29 |
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"gradient_accumulation_steps": 1,
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"learning_rate": 0.0001,
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"adam_beta1": 0.9,
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"adam_beta2": 0.999,
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"adam_weight_decay": 0.0,
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"adam_epsilon": 1e-08,
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"max_grad_norm": 1.0,
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"seed": 0,
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"num_workers": 4,
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"freeze_bn": false,
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"path_type": "linear",
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"prediction": "v",
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"cfg_prob": 0.1,
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"enc_type": "dinov2-vit-b",
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"proj_coeff": 0.5,
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"weighting": "uniform",
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"cos_loss": false,
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"legacy": false,
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"vae": "f16d32",
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"vae_ckpt": "pretrained_models/invae-f16d32.pt",
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| 49 |
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"use_sd_vae_stats": false,
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| 50 |
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"imagenette_stats": 0,
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| 51 |
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"disc_pretrained_ckpt": "pretrained_models/invae-discriminator-ckpt.pt",
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"loss_cfg_path": "configs/loss_cfg/l1_lpips_kl_gan.yaml",
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"vae_learning_rate": 0.0001,
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"disc_learning_rate": 0.0001,
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"vae_train_freq": 1,
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"vae_align": true,
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"vae_align_proj_coeff": 1.5,
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"vae_align_weighting": "uniform"
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}
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sit-xl-1-dinov2-b-enc8-invae-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m/checkpoints/1040000.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:57fa074be2cce6b090622bd3b0dadbc593a3cfda63400fa6c2ed3e3f4d90824b
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size 11804662737
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sit-xl-1-dinov2-b-enc8-vavae-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m/args.json
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{
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"output_dir": "exps",
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"exp_name": "sit-xl-1-dinov2-b-enc8-vavae-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m",
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| 4 |
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"logging_dir": "logs",
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| 5 |
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"report_to": "wandb",
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| 6 |
+
"sampling_steps": 9999999999,
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| 7 |
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"resume_step": 400000,
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| 8 |
+
"continue_train_exp_dir": "pretrained_models/sit-xl-1-dinov2-b-enc8-vavae-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-400k",
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| 9 |
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"wandb_history_path": null,
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| 10 |
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"model": "SiT-XL/1",
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| 11 |
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"num_classes": 1000,
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| 12 |
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"encoder_depth": 8,
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"qk_norm": false,
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| 14 |
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"bn_momentum": 0.1,
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| 15 |
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"compile": true,
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"fused_attn": true,
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| 17 |
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"use_swiglu": true,
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"use_rope": true,
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"use_rmsnorm": true,
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"wo_shift": false,
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"data_dir": "data/imagenet-latents",
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| 22 |
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"resolution": 256,
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| 23 |
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"batch_size": 256,
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| 24 |
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"allow_tf32": true,
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"mixed_precision": "fp16",
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| 26 |
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"epochs": 1400,
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| 27 |
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"max_train_steps": 4000000,
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| 28 |
+
"checkpointing_steps": 20000,
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| 29 |
+
"gradient_accumulation_steps": 1,
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| 30 |
+
"learning_rate": 0.0001,
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| 31 |
+
"adam_beta1": 0.9,
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| 32 |
+
"adam_beta2": 0.999,
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| 33 |
+
"adam_weight_decay": 0.0,
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| 34 |
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"adam_epsilon": 1e-08,
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| 35 |
+
"max_grad_norm": 1.0,
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| 36 |
+
"seed": 0,
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| 37 |
+
"num_workers": 4,
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| 38 |
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"freeze_bn": false,
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| 39 |
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"path_type": "linear",
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| 40 |
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"prediction": "v",
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| 41 |
+
"cfg_prob": 0.1,
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| 42 |
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"enc_type": "dinov2-vit-b",
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| 43 |
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"proj_coeff": 0.5,
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| 44 |
+
"weighting": "uniform",
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| 45 |
+
"cos_loss": false,
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| 46 |
+
"legacy": false,
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| 47 |
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"vae": "f16d32",
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| 48 |
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"vae_ckpt": "pretrained_models/vavae-f16d32.pt",
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| 49 |
+
"use_sd_vae_stats": false,
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| 50 |
+
"imagenette_stats": 0,
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| 51 |
+
"disc_pretrained_ckpt": "pretrained_models/vavae-discriminator-ckpt.pt",
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| 52 |
+
"loss_cfg_path": "configs/loss_cfg/l1_lpips_kl_gan.yaml",
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| 53 |
+
"vae_learning_rate": 0.0001,
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| 54 |
+
"disc_learning_rate": 0.0001,
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| 55 |
+
"vae_train_freq": 1,
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| 56 |
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"vae_align": true,
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| 57 |
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"vae_align_proj_coeff": 1.5,
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| 58 |
+
"vae_align_weighting": "uniform"
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| 59 |
+
}
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sit-xl-1-dinov2-b-enc8-vavae-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m/checkpoints/1700000.pt
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:0daaeba42aeb36711991480427459f77aa7a3912e40977a9a1c5f9ced5bf2fad
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| 3 |
+
size 11804662673
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sit-xl-dinov2-b-enc8-sdvae-officialstats-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m/args.json
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{
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"output_dir": "exps",
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"exp_name": "sit-xl-dinov2-b-enc8-sdvae-officialstats-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m",
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| 4 |
+
"logging_dir": "logs",
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| 5 |
+
"report_to": "wandb",
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| 6 |
+
"sampling_steps": 9999999999,
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| 7 |
+
"resume_step": 400000,
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| 8 |
+
"continue_train_exp_dir": "pretrained_models/sit-xl-dinov2-b-enc8-sdvae-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-400k",
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| 9 |
+
"wandb_history_path": null,
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| 10 |
+
"model": "SiT-XL/2",
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| 11 |
+
"num_classes": 1000,
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| 12 |
+
"encoder_depth": 8,
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| 13 |
+
"qk_norm": false,
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| 14 |
+
"bn_momentum": 0.1,
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| 15 |
+
"compile": true,
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| 16 |
+
"fused_attn": true,
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| 17 |
+
"use_swiglu": true,
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| 18 |
+
"use_rope": true,
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| 19 |
+
"use_rmsnorm": true,
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| 20 |
+
"wo_shift": false,
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| 21 |
+
"data_dir": "data/imagenet-latents",
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| 22 |
+
"resolution": 256,
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| 23 |
+
"batch_size": 256,
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| 24 |
+
"allow_tf32": true,
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| 25 |
+
"mixed_precision": "fp16",
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| 26 |
+
"epochs": 1400,
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| 27 |
+
"max_train_steps": 4000000,
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| 28 |
+
"checkpointing_steps": 20000,
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| 29 |
+
"gradient_accumulation_steps": 1,
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| 30 |
+
"learning_rate": 0.0001,
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| 31 |
+
"adam_beta1": 0.9,
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| 32 |
+
"adam_beta2": 0.999,
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| 33 |
+
"adam_weight_decay": 0.0,
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| 34 |
+
"adam_epsilon": 1e-08,
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| 35 |
+
"max_grad_norm": 1.0,
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| 36 |
+
"seed": 0,
|
| 37 |
+
"num_workers": 4,
|
| 38 |
+
"freeze_bn": false,
|
| 39 |
+
"path_type": "linear",
|
| 40 |
+
"prediction": "v",
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| 41 |
+
"cfg_prob": 0.1,
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| 42 |
+
"enc_type": "dinov2-vit-b",
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| 43 |
+
"proj_coeff": 0.5,
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| 44 |
+
"weighting": "uniform",
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| 45 |
+
"cos_loss": false,
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| 46 |
+
"legacy": false,
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| 47 |
+
"vae": "f8d4",
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| 48 |
+
"vae_ckpt": "pretrained_models/sdvae-ft-mse-f8d4.pt",
|
| 49 |
+
"use_sd_vae_stats": true,
|
| 50 |
+
"imagenette_stats": 0,
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| 51 |
+
"disc_pretrained_ckpt": "pretrained_models/sdvae-original-discriminator-ckpt.pt",
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| 52 |
+
"loss_cfg_path": "configs/loss_cfg/l1_lpips_kl_gan.yaml",
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| 53 |
+
"vae_learning_rate": 0.0001,
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| 54 |
+
"disc_learning_rate": 0.0001,
|
| 55 |
+
"vae_train_freq": 1,
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| 56 |
+
"vae_align": true,
|
| 57 |
+
"vae_align_proj_coeff": 1.5,
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| 58 |
+
"vae_align_weighting": "uniform"
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| 59 |
+
}
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sit-xl-dinov2-b-enc8-sdvae-officialstats-freq1-lr1e-4-momentum0.1-l1-lpips-kl-gan-vaealign1.5-4m/checkpoints/1320000.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:f4694265274047266f15728271821be0af91b0cf630fe4c7eee084a8e28501c7
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| 3 |
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size 11969765773
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