437 lines
26 KiB
Plaintext
437 lines
26 KiB
Plaintext
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2025-10-12 18:35:01,395: Using device: cpu
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2025-10-12 18:35:01,395: Accelerator state: Distributed environment: NO
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Num processes: 1
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Process index: 0
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Local process index: 0
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Device: cpu
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Mixed precision type: bf16
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2025-10-12 18:35:38,176: torch.compile disabled for new TripleGRUDecoder compatibility
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2025-10-12 18:35:38,176: Initialized RNN decoding model
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2025-10-12 18:35:38,176: TripleGRUDecoder(
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(noise_model): NoiseModel(
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(day_layer_activation): Softsign()
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(day_weights): ParameterList(
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(0): Parameter containing: [torch.float32 of size 512x512]
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(1): Parameter containing: [torch.float32 of size 512x512]
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(2): Parameter containing: [torch.float32 of size 512x512]
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(3): Parameter containing: [torch.float32 of size 512x512]
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(4): Parameter containing: [torch.float32 of size 512x512]
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(5): Parameter containing: [torch.float32 of size 512x512]
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(6): Parameter containing: [torch.float32 of size 512x512]
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(7): Parameter containing: [torch.float32 of size 512x512]
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(8): Parameter containing: [torch.float32 of size 512x512]
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(9): Parameter containing: [torch.float32 of size 512x512]
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(10): Parameter containing: [torch.float32 of size 512x512]
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(11): Parameter containing: [torch.float32 of size 512x512]
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(12): Parameter containing: [torch.float32 of size 512x512]
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(13): Parameter containing: [torch.float32 of size 512x512]
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(14): Parameter containing: [torch.float32 of size 512x512]
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(15): Parameter containing: [torch.float32 of size 512x512]
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(16): Parameter containing: [torch.float32 of size 512x512]
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(17): Parameter containing: [torch.float32 of size 512x512]
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(18): Parameter containing: [torch.float32 of size 512x512]
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(19): Parameter containing: [torch.float32 of size 512x512]
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(20): Parameter containing: [torch.float32 of size 512x512]
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(21): Parameter containing: [torch.float32 of size 512x512]
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(22): Parameter containing: [torch.float32 of size 512x512]
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(23): Parameter containing: [torch.float32 of size 512x512]
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(24): Parameter containing: [torch.float32 of size 512x512]
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(25): Parameter containing: [torch.float32 of size 512x512]
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(26): Parameter containing: [torch.float32 of size 512x512]
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(27): Parameter containing: [torch.float32 of size 512x512]
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(28): Parameter containing: [torch.float32 of size 512x512]
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(29): Parameter containing: [torch.float32 of size 512x512]
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(30): Parameter containing: [torch.float32 of size 512x512]
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(31): Parameter containing: [torch.float32 of size 512x512]
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(32): Parameter containing: [torch.float32 of size 512x512]
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(33): Parameter containing: [torch.float32 of size 512x512]
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(34): Parameter containing: [torch.float32 of size 512x512]
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(35): Parameter containing: [torch.float32 of size 512x512]
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(36): Parameter containing: [torch.float32 of size 512x512]
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(37): Parameter containing: [torch.float32 of size 512x512]
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(38): Parameter containing: [torch.float32 of size 512x512]
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(39): Parameter containing: [torch.float32 of size 512x512]
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(40): Parameter containing: [torch.float32 of size 512x512]
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(41): Parameter containing: [torch.float32 of size 512x512]
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(42): Parameter containing: [torch.float32 of size 512x512]
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(43): Parameter containing: [torch.float32 of size 512x512]
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(44): Parameter containing: [torch.float32 of size 512x512]
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)
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(day_biases): ParameterList(
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(0): Parameter containing: [torch.float32 of size 1x512]
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(1): Parameter containing: [torch.float32 of size 1x512]
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(2): Parameter containing: [torch.float32 of size 1x512]
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(3): Parameter containing: [torch.float32 of size 1x512]
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(4): Parameter containing: [torch.float32 of size 1x512]
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(5): Parameter containing: [torch.float32 of size 1x512]
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(6): Parameter containing: [torch.float32 of size 1x512]
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(7): Parameter containing: [torch.float32 of size 1x512]
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(8): Parameter containing: [torch.float32 of size 1x512]
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(9): Parameter containing: [torch.float32 of size 1x512]
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(10): Parameter containing: [torch.float32 of size 1x512]
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(11): Parameter containing: [torch.float32 of size 1x512]
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(12): Parameter containing: [torch.float32 of size 1x512]
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(13): Parameter containing: [torch.float32 of size 1x512]
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(14): Parameter containing: [torch.float32 of size 1x512]
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(15): Parameter containing: [torch.float32 of size 1x512]
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(16): Parameter containing: [torch.float32 of size 1x512]
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(17): Parameter containing: [torch.float32 of size 1x512]
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(18): Parameter containing: [torch.float32 of size 1x512]
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(19): Parameter containing: [torch.float32 of size 1x512]
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(20): Parameter containing: [torch.float32 of size 1x512]
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(21): Parameter containing: [torch.float32 of size 1x512]
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(22): Parameter containing: [torch.float32 of size 1x512]
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(23): Parameter containing: [torch.float32 of size 1x512]
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(24): Parameter containing: [torch.float32 of size 1x512]
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(25): Parameter containing: [torch.float32 of size 1x512]
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(26): Parameter containing: [torch.float32 of size 1x512]
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(27): Parameter containing: [torch.float32 of size 1x512]
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(28): Parameter containing: [torch.float32 of size 1x512]
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(29): Parameter containing: [torch.float32 of size 1x512]
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(30): Parameter containing: [torch.float32 of size 1x512]
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(31): Parameter containing: [torch.float32 of size 1x512]
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(32): Parameter containing: [torch.float32 of size 1x512]
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(33): Parameter containing: [torch.float32 of size 1x512]
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(34): Parameter containing: [torch.float32 of size 1x512]
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(35): Parameter containing: [torch.float32 of size 1x512]
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(36): Parameter containing: [torch.float32 of size 1x512]
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(37): Parameter containing: [torch.float32 of size 1x512]
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(38): Parameter containing: [torch.float32 of size 1x512]
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(39): Parameter containing: [torch.float32 of size 1x512]
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(40): Parameter containing: [torch.float32 of size 1x512]
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(41): Parameter containing: [torch.float32 of size 1x512]
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(42): Parameter containing: [torch.float32 of size 1x512]
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(43): Parameter containing: [torch.float32 of size 1x512]
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(44): Parameter containing: [torch.float32 of size 1x512]
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)
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(day_layer_dropout): Dropout(p=0.2, inplace=False)
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(gru): GRU(7168, 7168, num_layers=2, batch_first=True, dropout=0.4)
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)
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(clean_speech_model): CleanSpeechModel(
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(day_layer_activation): Softsign()
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(day_weights): ParameterList(
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(0): Parameter containing: [torch.float32 of size 512x512]
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(1): Parameter containing: [torch.float32 of size 512x512]
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(2): Parameter containing: [torch.float32 of size 512x512]
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(3): Parameter containing: [torch.float32 of size 512x512]
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(4): Parameter containing: [torch.float32 of size 512x512]
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(5): Parameter containing: [torch.float32 of size 512x512]
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(6): Parameter containing: [torch.float32 of size 512x512]
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(7): Parameter containing: [torch.float32 of size 512x512]
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(8): Parameter containing: [torch.float32 of size 512x512]
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(9): Parameter containing: [torch.float32 of size 512x512]
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(10): Parameter containing: [torch.float32 of size 512x512]
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(11): Parameter containing: [torch.float32 of size 512x512]
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(12): Parameter containing: [torch.float32 of size 512x512]
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(13): Parameter containing: [torch.float32 of size 512x512]
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(14): Parameter containing: [torch.float32 of size 512x512]
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(15): Parameter containing: [torch.float32 of size 512x512]
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(16): Parameter containing: [torch.float32 of size 512x512]
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(17): Parameter containing: [torch.float32 of size 512x512]
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(18): Parameter containing: [torch.float32 of size 512x512]
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(19): Parameter containing: [torch.float32 of size 512x512]
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(20): Parameter containing: [torch.float32 of size 512x512]
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(21): Parameter containing: [torch.float32 of size 512x512]
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(22): Parameter containing: [torch.float32 of size 512x512]
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(23): Parameter containing: [torch.float32 of size 512x512]
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(24): Parameter containing: [torch.float32 of size 512x512]
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(25): Parameter containing: [torch.float32 of size 512x512]
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(26): Parameter containing: [torch.float32 of size 512x512]
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(27): Parameter containing: [torch.float32 of size 512x512]
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(28): Parameter containing: [torch.float32 of size 512x512]
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(29): Parameter containing: [torch.float32 of size 512x512]
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(30): Parameter containing: [torch.float32 of size 512x512]
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(31): Parameter containing: [torch.float32 of size 512x512]
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(32): Parameter containing: [torch.float32 of size 512x512]
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(33): Parameter containing: [torch.float32 of size 512x512]
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(34): Parameter containing: [torch.float32 of size 512x512]
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(35): Parameter containing: [torch.float32 of size 512x512]
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(36): Parameter containing: [torch.float32 of size 512x512]
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(37): Parameter containing: [torch.float32 of size 512x512]
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(38): Parameter containing: [torch.float32 of size 512x512]
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(39): Parameter containing: [torch.float32 of size 512x512]
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(40): Parameter containing: [torch.float32 of size 512x512]
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(41): Parameter containing: [torch.float32 of size 512x512]
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(42): Parameter containing: [torch.float32 of size 512x512]
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(43): Parameter containing: [torch.float32 of size 512x512]
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(44): Parameter containing: [torch.float32 of size 512x512]
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)
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(day_biases): ParameterList(
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(0): Parameter containing: [torch.float32 of size 1x512]
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(1): Parameter containing: [torch.float32 of size 1x512]
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(2): Parameter containing: [torch.float32 of size 1x512]
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(3): Parameter containing: [torch.float32 of size 1x512]
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(4): Parameter containing: [torch.float32 of size 1x512]
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(5): Parameter containing: [torch.float32 of size 1x512]
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(6): Parameter containing: [torch.float32 of size 1x512]
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(7): Parameter containing: [torch.float32 of size 1x512]
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(8): Parameter containing: [torch.float32 of size 1x512]
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(9): Parameter containing: [torch.float32 of size 1x512]
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(10): Parameter containing: [torch.float32 of size 1x512]
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(11): Parameter containing: [torch.float32 of size 1x512]
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(12): Parameter containing: [torch.float32 of size 1x512]
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(13): Parameter containing: [torch.float32 of size 1x512]
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(14): Parameter containing: [torch.float32 of size 1x512]
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(15): Parameter containing: [torch.float32 of size 1x512]
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(16): Parameter containing: [torch.float32 of size 1x512]
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(17): Parameter containing: [torch.float32 of size 1x512]
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(18): Parameter containing: [torch.float32 of size 1x512]
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(19): Parameter containing: [torch.float32 of size 1x512]
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(20): Parameter containing: [torch.float32 of size 1x512]
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(21): Parameter containing: [torch.float32 of size 1x512]
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(22): Parameter containing: [torch.float32 of size 1x512]
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(23): Parameter containing: [torch.float32 of size 1x512]
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(24): Parameter containing: [torch.float32 of size 1x512]
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(25): Parameter containing: [torch.float32 of size 1x512]
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(26): Parameter containing: [torch.float32 of size 1x512]
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(27): Parameter containing: [torch.float32 of size 1x512]
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(28): Parameter containing: [torch.float32 of size 1x512]
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(29): Parameter containing: [torch.float32 of size 1x512]
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(30): Parameter containing: [torch.float32 of size 1x512]
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(31): Parameter containing: [torch.float32 of size 1x512]
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(32): Parameter containing: [torch.float32 of size 1x512]
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(33): Parameter containing: [torch.float32 of size 1x512]
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(34): Parameter containing: [torch.float32 of size 1x512]
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(35): Parameter containing: [torch.float32 of size 1x512]
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(36): Parameter containing: [torch.float32 of size 1x512]
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(37): Parameter containing: [torch.float32 of size 1x512]
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(38): Parameter containing: [torch.float32 of size 1x512]
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(39): Parameter containing: [torch.float32 of size 1x512]
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(40): Parameter containing: [torch.float32 of size 1x512]
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(41): Parameter containing: [torch.float32 of size 1x512]
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(42): Parameter containing: [torch.float32 of size 1x512]
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(43): Parameter containing: [torch.float32 of size 1x512]
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(44): Parameter containing: [torch.float32 of size 1x512]
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)
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(day_layer_dropout): Dropout(p=0.2, inplace=False)
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(gru): GRU(7168, 768, num_layers=3, batch_first=True, dropout=0.4)
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(out): Linear(in_features=768, out_features=41, bias=True)
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)
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(noisy_speech_model): NoisySpeechModel(
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(gru): GRU(7168, 768, num_layers=2, batch_first=True, dropout=0.4)
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(out): Linear(in_features=768, out_features=41, bias=True)
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)
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)
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2025-10-12 18:35:38,190: Model has 687,568,466 parameters
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2025-10-12 18:35:38,191: Model has 23,639,040 day-specific parameters | 3.44% of total parameters
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2025-10-12 18:38:50,217: Using device: cpu
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2025-10-12 18:38:50,217: Accelerator state: Distributed environment: NO
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Num processes: 1
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Process index: 0
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Local process index: 0
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Device: cpu
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Mixed precision type: bf16
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2025-10-12 18:39:25,946: torch.compile disabled for new TripleGRUDecoder compatibility
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2025-10-12 18:39:25,946: Initialized RNN decoding model
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2025-10-12 18:39:25,946: TripleGRUDecoder(
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(noise_model): NoiseModel(
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(day_layer_activation): Softsign()
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(day_weights): ParameterList(
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(0): Parameter containing: [torch.float32 of size 512x512]
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(1): Parameter containing: [torch.float32 of size 512x512]
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(2): Parameter containing: [torch.float32 of size 512x512]
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(3): Parameter containing: [torch.float32 of size 512x512]
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(4): Parameter containing: [torch.float32 of size 512x512]
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(5): Parameter containing: [torch.float32 of size 512x512]
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(6): Parameter containing: [torch.float32 of size 512x512]
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(7): Parameter containing: [torch.float32 of size 512x512]
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(8): Parameter containing: [torch.float32 of size 512x512]
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(9): Parameter containing: [torch.float32 of size 512x512]
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(10): Parameter containing: [torch.float32 of size 512x512]
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(11): Parameter containing: [torch.float32 of size 512x512]
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(12): Parameter containing: [torch.float32 of size 512x512]
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(13): Parameter containing: [torch.float32 of size 512x512]
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(14): Parameter containing: [torch.float32 of size 512x512]
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(15): Parameter containing: [torch.float32 of size 512x512]
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(16): Parameter containing: [torch.float32 of size 512x512]
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(17): Parameter containing: [torch.float32 of size 512x512]
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(18): Parameter containing: [torch.float32 of size 512x512]
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(19): Parameter containing: [torch.float32 of size 512x512]
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(20): Parameter containing: [torch.float32 of size 512x512]
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(21): Parameter containing: [torch.float32 of size 512x512]
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(22): Parameter containing: [torch.float32 of size 512x512]
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(23): Parameter containing: [torch.float32 of size 512x512]
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(24): Parameter containing: [torch.float32 of size 512x512]
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(25): Parameter containing: [torch.float32 of size 512x512]
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(26): Parameter containing: [torch.float32 of size 512x512]
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(27): Parameter containing: [torch.float32 of size 512x512]
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(28): Parameter containing: [torch.float32 of size 512x512]
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(29): Parameter containing: [torch.float32 of size 512x512]
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(30): Parameter containing: [torch.float32 of size 512x512]
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(31): Parameter containing: [torch.float32 of size 512x512]
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(32): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(33): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(34): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(35): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(36): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(37): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(38): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(39): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(40): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(41): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(42): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(43): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(44): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
)
|
||
|
|
(day_biases): ParameterList(
|
||
|
|
(0): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(1): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(2): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(3): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(4): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(5): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(6): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(7): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(8): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(9): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(10): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(11): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(12): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(13): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(14): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(15): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(16): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(17): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(18): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(19): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(20): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(21): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(22): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(23): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(24): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(25): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(26): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(27): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(28): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(29): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(30): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(31): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(32): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(33): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(34): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(35): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(36): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(37): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(38): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(39): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(40): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(41): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(42): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(43): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(44): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
)
|
||
|
|
(day_layer_dropout): Dropout(p=0.2, inplace=False)
|
||
|
|
(gru): GRU(7168, 7168, num_layers=2, batch_first=True, dropout=0.4)
|
||
|
|
)
|
||
|
|
(clean_speech_model): CleanSpeechModel(
|
||
|
|
(day_layer_activation): Softsign()
|
||
|
|
(day_weights): ParameterList(
|
||
|
|
(0): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(1): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(2): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(3): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(4): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(5): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(6): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(7): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(8): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(9): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(10): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(11): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(12): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(13): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(14): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(15): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(16): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(17): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(18): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(19): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(20): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(21): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(22): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(23): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(24): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(25): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(26): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(27): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(28): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(29): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(30): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(31): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(32): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(33): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(34): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(35): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(36): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(37): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(38): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(39): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(40): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(41): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(42): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(43): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
(44): Parameter containing: [torch.float32 of size 512x512]
|
||
|
|
)
|
||
|
|
(day_biases): ParameterList(
|
||
|
|
(0): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(1): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(2): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(3): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(4): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(5): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(6): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(7): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(8): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(9): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(10): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(11): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(12): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(13): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(14): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(15): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(16): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(17): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(18): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(19): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(20): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(21): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(22): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(23): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(24): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(25): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(26): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(27): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(28): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(29): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(30): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(31): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(32): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(33): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(34): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(35): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(36): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(37): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(38): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(39): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(40): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(41): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(42): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(43): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
(44): Parameter containing: [torch.float32 of size 1x512]
|
||
|
|
)
|
||
|
|
(day_layer_dropout): Dropout(p=0.2, inplace=False)
|
||
|
|
(gru): GRU(7168, 768, num_layers=3, batch_first=True, dropout=0.4)
|
||
|
|
(out): Linear(in_features=768, out_features=41, bias=True)
|
||
|
|
)
|
||
|
|
(noisy_speech_model): NoisySpeechModel(
|
||
|
|
(gru): GRU(7168, 768, num_layers=2, batch_first=True, dropout=0.4)
|
||
|
|
(out): Linear(in_features=768, out_features=41, bias=True)
|
||
|
|
)
|
||
|
|
)
|
||
|
|
2025-10-12 18:39:25,958: Model has 687,568,466 parameters
|
||
|
|
2025-10-12 18:39:25,958: Model has 23,639,040 day-specific parameters | 3.44% of total parameters
|