diff --git "a/VQTransformer_corruption05/run.log" "b/VQTransformer_corruption05/run.log" new file mode 100644--- /dev/null +++ "b/VQTransformer_corruption05/run.log" @@ -0,0 +1,1668 @@ +2022-12-26 18:22:18,693 INFO { + "batch_size": 128, + "block_size": 51, + "clip_dim": 512, + "code_dim": 512, + "dataname": "t2m", + "decay_option": "all", + "depth": 3, + "dilation_growth_rate": 3, + "down_t": 2, + "drop_out_rate": 0.1, + "embed_dim_gpt": 1024, + "eval_iter": 20000, + "exp_name": "VQTransformer_corruption05", + "ff_rate": 4, + "fps": [ + 20 + ], + "gamma": 0.05, + "if_maxtest": false, + "lr": 0.0001, + "lr_scheduler": [ + 150000 + ], + "mu": 0.99, + "n_head_gpt": 16, + "nb_code": 512, + "num_layers": 9, + "optimizer": "adamw", + "out_dir": "output/VQTransformer_corruption05", + "output_emb_width": 512, + "pkeep": 0.5, + "print_iter": 200, + "quantbeta": 1.0, + "quantizer": "ema_reset", + "resume_pth": "output/VQVAE/net_last.pth", + "resume_trans": null, + "seed": 123, + "seq_len": 64, + "stride_t": 2, + "total_iter": 300000, + "vq_act": "relu", + "vq_dir": "./dataset/HumanML3D/VQVAE_last", + "vq_name": "VQVAE_last", + "warm_up_iter": 1000, + "weight_decay": 1e-06, + "width": 512 +} +2022-12-26 18:45:25,263 INFO --> Eva. Iter 0 :, FID. 60.6070, Diversity Real. 9.4718, Diversity. 2.2909, R_precision_real. [0.50465426 0.70611702 0.79654255], R_precision. [0.02593085 0.05452128 0.0837766 ], matching_score_real. 2.9256752348960715, matching_score_pred. 8.73406759221503 +2022-12-26 18:50:00,483 INFO --> --> FID Improved from 1000.00000 to 60.60703 !!! +2022-12-26 18:50:02,840 INFO --> --> matching_score Improved from 100.00000 to 8.73407 !!! +2022-12-26 18:50:03,290 INFO --> --> Diversity Improved from 100.00000 to 2.29090 !!! +2022-12-26 18:50:03,290 INFO --> --> Top1 Improved from 0.0000 to 0.0259 !!! +2022-12-26 18:50:03,290 INFO --> --> Top2 Improved from 0.0000 to 0.0545 !!! +2022-12-26 18:50:03,291 INFO --> --> Top3 Improved from 0.0000 to 0.0838 !!! +2022-12-26 19:01:46,354 INFO { + "batch_size": 128, + "block_size": 51, + "clip_dim": 512, + "code_dim": 512, + "dataname": "t2m", + "decay_option": "all", + "depth": 3, + "dilation_growth_rate": 3, + "down_t": 2, + "drop_out_rate": 0.1, + "embed_dim_gpt": 1024, + "eval_iter": 20000, + "exp_name": "VQTransformer_corruption05", + "ff_rate": 4, + "fps": [ + 20 + ], + "gamma": 0.05, + "if_maxtest": false, + "lr": 0.0001, + "lr_scheduler": [ + 150000 + ], + "mu": 0.99, + "n_head_gpt": 16, + "nb_code": 512, + "num_layers": 9, + "optimizer": "adamw", + "out_dir": "output/VQTransformer_corruption05", + "output_emb_width": 512, + "pkeep": 0.5, + "print_iter": 200, + "quantbeta": 1.0, + "quantizer": "ema_reset", + "resume_pth": "output/VQVAE/net_last.pth", + "resume_trans": null, + "seed": 123, + "seq_len": 64, + "stride_t": 2, + "total_iter": 300000, + "vq_act": "relu", + "vq_dir": "./dataset/HumanML3D/VQVAE_last", + "vq_name": "VQVAE_last", + "warm_up_iter": 1000, + "weight_decay": 1e-06, + "width": 512 +} +2022-12-26 19:23:01,891 INFO --> Eva. Iter 0 :, FID. 60.7119, Diversity Real. 9.3564, Diversity. 2.1705, R_precision_real. [0.50598404 0.70944149 0.80119681], R_precision. [0.03191489 0.05851064 0.08577128], matching_score_real. 2.8954573641432093, matching_score_pred. 8.73430053223955 +2022-12-26 19:27:40,239 INFO --> --> FID Improved from 1000.00000 to 60.71190 !!! +2022-12-26 19:27:42,693 INFO --> --> matching_score Improved from 100.00000 to 8.73430 !!! +2022-12-26 19:27:42,693 INFO --> --> Diversity Improved from 100.00000 to 2.17046 !!! +2022-12-26 19:27:42,694 INFO --> --> Top1 Improved from 0.0000 to 0.0319 !!! +2022-12-26 19:27:42,694 INFO --> --> Top2 Improved from 0.0000 to 0.0585 !!! +2022-12-26 19:27:42,694 INFO --> --> Top3 Improved from 0.0000 to 0.0858 !!! +2022-12-26 19:30:52,190 INFO Train. Iter 200 : Loss. 5.69207, ACC. 1.1383 +2022-12-26 19:33:59,757 INFO Train. Iter 400 : Loss. 5.35272, ACC. 1.5536 +2022-12-26 19:37:07,959 INFO Train. 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Iter 20000 :, FID. 0.4518, Diversity Real. 9.5554, Diversity. 9.9532, R_precision_real. [0.51329787 0.69414894 0.79321809], R_precision. [0.45345745 0.64960106 0.74667553], matching_score_real. 2.8828155740778496, matching_score_pred. 3.2854062242710844 +2022-12-27 00:55:19,345 INFO --> --> FID Improved from 60.71190 to 0.45176 !!! +2022-12-27 00:55:21,592 INFO --> --> matching_score Improved from 8.73430 to 3.28541 !!! +2022-12-27 00:55:21,592 INFO --> --> Diversity Improved from 2.17046 to 9.95323 !!! +2022-12-27 00:55:21,593 INFO --> --> Top1 Improved from 0.0319 to 0.4535 !!! +2022-12-27 00:55:21,593 INFO --> --> Top2 Improved from 0.0585 to 0.6496 !!! +2022-12-27 00:55:21,593 INFO --> --> Top3 Improved from 0.0858 to 0.7467 !!! +2022-12-27 00:58:30,438 INFO Train. Iter 20200 : Loss. 1.39455, ACC. 45.5767 +2022-12-27 01:01:38,722 INFO Train. Iter 20400 : Loss. 1.38109, ACC. 45.9952 +2022-12-27 01:04:47,078 INFO Train. 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