{ "data": { "motion_loader": { "_target_": "src.data.amass_motion.AMASSMotionLoader_custom", "base_dir": "datasets/motions/amass_feats", "normalizer": { "_target_": "src.data.motion.Normalizer", "base_dir": "stats/humanml3d/amass_feats", "eps": 1e-12 }, "nfeats": 135 }, "_target_": "src.data.text_motion.TextMotionDataset", "path": "datasets/annotations/humanml3d", "text_to_token_emb": { "_target_": "src.data.text.TokenEmbeddings", "path": "datasets/annotations/humanml3d", "modelname": "distilbert-base-uncased", "preload": true }, "text_to_sent_emb": { "_target_": "src.data.text.SentenceEmbeddings", "path": "datasets/annotations/humanml3d", "modelname": "sentence-transformers/all-mpnet-base-v2", "preload": true }, "preload": true }, "model": { "_target_": "src.model.TMR", "motion_encoder": { "_target_": "src.model.ACTORStyleEncoder", "nfeats": 135, "vae": true, "latent_dim": 256, "ff_size": 1024, "num_layers": 6, "num_heads": 4, "dropout": 0.1, "activation": "gelu" }, "text_encoder": { "_target_": "src.model.ACTORStyleEncoder", "nfeats": 768, "vae": true, "latent_dim": 256, "ff_size": 1024, "num_layers": 6, "num_heads": 4, "dropout": 0.1, "activation": "gelu" }, "motion_decoder": { "_target_": "src.model.ACTORStyleDecoder", "nfeats": 135, "latent_dim": 256, "ff_size": 1024, "num_layers": 6, "num_heads": 4, "dropout": 0.1, "activation": "gelu" }, "vae": true, "lmd": { "recons": 1.0, "latent": 1e-05, "kl": 1e-05, "contrastive": 0.1 }, "lr": 0.0001, "temperature": 0.1, "threshold_selfsim": 0.8, "threshold_selfsim_metrics": 0.95 }, "trainer": { "_target_": "pytorch_lightning.Trainer", "max_epochs": 1000, "log_every_n_steps": 50, "num_sanity_val_steps": 0, "check_val_every_n_epoch": 1, "accelerator": "gpu", "devices": 1, "callbacks": [ { "_target_": "pytorch_lightning.callbacks.ModelCheckpoint", "filename": "latest-{epoch}", "every_n_epochs": 1, "save_top_k": 1, "save_last": true }, { "_target_": "pytorch_lightning.callbacks.ModelCheckpoint", "filename": "latest-{epoch}", "monitor": "step", "mode": "max", "every_n_epochs": 100, "save_top_k": -1, "save_last": false }, { "_target_": "src.callback.progress.ProgressLogger", "precision": 3 }, { "_target_": "src.callback.tqdmbar.TQDMProgressBar" } ], "logger": { "_target_": "src.logger.csv.CSVLogger", "save_dir": "outputs/tmr_humanml3d_amass_feats", "name": "logs" } }, "run_dir": "outputs/tmr_humanml3d_amass_feats", "seed": 1234, "logger_level": "INFO", "ckpt": "last", "resume_dir": null, "dataloader": { "_target_": "torch.utils.data.DataLoader", "batch_size": 32, "num_workers": 8 } }