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| import torch | |
| # ─── 1) CONFIG ───────────────────────────────────────────────────── | |
| SAMPLE_RATE = 22050 | |
| N_MELS = 80 | |
| HOP_LENGTH = 256 | |
| TIME_SUB = 1 | |
| CNN_CH = 256 | |
| N_HEADS = 8 | |
| D_MODEL = 512 | |
| FF_DIM = 1024 | |
| N_LAYERS = 6 | |
| DEPTHWISE_CONV_KERNEL_SIZE = 31 | |
| DROPOUT = 0.1 | |
| HIDDEN_DIM = 64 | |
| N_TYPES = 7 | |
| BATCH_SIZE = 2 | |
| GRAD_ACCUM_STEPS = 8 | |
| LR = 3e-4 | |
| EPOCHS = 200 | |
| DEVICE = ( | |
| "cuda" | |
| if torch.cuda.is_available() | |
| else "mps" if torch.backends.mps.is_available() else "cpu" | |
| ) | |