Plot of log-probability vs iterations for output. 0. 200. 400. 600. 800. 1000. Iteration. 0.30. 0.25. 0.20. 0.15. 0.10.
1 FIG. 1: output
log-probability plot for output
Plot of log-probability vs iterations for
0.05
log-probability
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train exp/chain/tdnn7o_sp valid exp/chain/tdnn7o_sp
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r-dimension average-(value, derivative) and rms-oderivative percentiles for prefina
Oderivative-RectifiedLinear Derivative-RectifiedLinear
Value-RectifiedLinear
FIG. 2: Per-dimension average-(value, derivative) and rms-oderivative percentiles for prefinal-chain.relu
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[1]:exp/chain 5th percentile 50th percentile
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er-dimension average-(value, derivative) and rms-oderivative percentiles for prefina
Oderivative-RectifiedLinear
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FIG. 3: Per-dimension average-(value, derivative) and rms-oderivative percentiles for prefinal-xent.relu
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[1]:exp/chain 5th percentile 50th percentile
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Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdn
Oderivative-RectifiedLinear Derivative-RectifiedLinear
Value-RectifiedLinear
FIG. 4: Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdnn1.relu
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[1]:exp/chain 5th percentile 50th percentile
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Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdnn
Oderivative-RectifiedLinear Derivative-RectifiedLinear
Value-RectifiedLinear
FIG. 5: Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdnn10.relu
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[1]:exp/chain 5th percentile 50th percentile
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Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdnn
Oderivative-RectifiedLinear
Derivative-RectifiedLinear
Value-RectifiedLinear
FIG. 6: Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdnn11.relu
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[1]:exp/chain 5th percentile 50th percentile
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Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdn
Oderivative-RectifiedLinear Derivative-RectifiedLinear
Value-RectifiedLinear
FIG. 7: Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdnn2.relu
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[1]/tdnn7o_sp
[1]:exp/chain 5th percentile 50th percentile
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Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdn
Oderivative-RectifiedLinear Derivative-RectifiedLinear
Value-RectifiedLinear
FIG. 8: Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdnn3.relu
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[1]/tdnn7o_sp
[1]:exp/chain 5th percentile 50th percentile
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Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdn
Oderivative-RectifiedLinear Derivative-RectifiedLinear
Value-RectifiedLinear
FIG. 9: Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdnn4.relu
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[1]:exp/chain 5th percentile 50th percentile
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Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdn
Oderivative-RectifiedLinear Derivative-RectifiedLinear
Value-RectifiedLinear
FIG. 10: Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdnn5.relu
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[1]:exp/chain 5th percentile 50th percentile
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Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdn
Oderivative-RectifiedLinear
Derivative-RectifiedLinear
Value-RectifiedLinear
FIG. 11: Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdnn6.relu
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[1]:exp/chain 5th percentile 50th percentile
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Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdn
Oderivative-RectifiedLinear
Derivative-RectifiedLinear
Value-RectifiedLinear
FIG. 12: Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdnn7.relu
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[1]:exp/chain 5th percentile 50th percentile
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Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdn
Oderivative-RectifiedLinear Derivative-RectifiedLinear
Value-RectifiedLinear
FIG. 13: Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdnn8.relu
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Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdn
Oderivative-RectifiedLinear
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Value-RectifiedLinear
FIG. 14: Per-dimension average-(value, derivative) and rms-oderivative percentiles for tdnn9.relu
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[1]:exp/chain 5th percentile 50th percentile
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Parameter differences at output-xent.affine
Relative Parameter Differences Parameter Differences
FIG. 15: Parameter differences at output-xent.affine
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at output.affine
Relative Parameter Differences
Parameter Differences
FIG. 16: Parameter differences at output.affine
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at prefinal-chain-l
Relative Parameter Differences
Parameter Differences
FIG. 17: Parameter differences at prefinal-chain-l
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Parameter Differences exp/chain/tdnn7o_sp
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Relative Parameter Differences Parameter Differences
FIG. 18: prefinal-chain.affine
Parameter differences at prefinal-chain.affine Parameter differences at
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at prefinal-l
Relative Parameter Differences
Parameter Differences
FIG. 19: Parameter differences at prefinal-l
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at prefinal-xent-l
Relative Parameter Differences
Parameter Differences
FIG. 20: Parameter differences at prefinal-xent-l
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Parameter Differences exp/chain/tdnn7o_sp
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Relative Parameter Differences Parameter Differences
FIG. 21: prefinal-xent.affine
Parameter differences at prefinal-xent.affine Parameter differences at
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn1.affine
Relative Parameter Differences Parameter Differences
FIG. 22: Parameter differences at tdnn1.affine
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn10.affine
Relative Parameter Differences Parameter Differences
FIG. 23: Parameter differences at tdnn10.affine
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn10l
Relative Parameter Differences
Parameter Differences
FIG. 24: Parameter differences at tdnn10l
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn10l0
Relative Parameter Differences
Parameter Differences
FIG. 25: Parameter differences at tdnn10l0
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Parameter differences at tdnn11.affine
Relative Parameter Differences Parameter Differences
FIG. 26: Parameter differences at tdnn11.affine
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn11l
Relative Parameter Differences
Parameter Differences
FIG. 27: Parameter differences at tdnn11l
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn11l0
Relative Parameter Differences
Parameter Differences
FIG. 28: Parameter differences at tdnn11l0
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn2.affine
Relative Parameter Differences Parameter Differences
FIG. 29: Parameter differences at tdnn2.affine
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn2l
Relative Parameter Differences
Parameter Differences
FIG. 30: Parameter differences at tdnn2l
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn2l0
Relative Parameter Differences
Parameter Differences
FIG. 31: Parameter differences at tdnn2l0
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn3.affine
Relative Parameter Differences Parameter Differences
FIG. 32: Parameter differences at tdnn3.affine
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn3l
Relative Parameter Differences
Parameter Differences
FIG. 33: Parameter differences at tdnn3l
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn4.affine
Relative Parameter Differences Parameter Differences
FIG. 34: Parameter differences at tdnn4.affine
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn4l
Relative Parameter Differences
Parameter Differences
FIG. 35: Parameter differences at tdnn4l
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Parameter differences at tdnn4l0
Relative Parameter Differences
Parameter Differences
FIG. 36: Parameter differences at tdnn4l0
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn5.affine
Relative Parameter Differences Parameter Differences
FIG. 37: Parameter differences at tdnn5.affine
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn5l
Relative Parameter Differences
Parameter Differences
FIG. 38: Parameter differences at tdnn5l
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn6.affine
Relative Parameter Differences Parameter Differences
FIG. 39: Parameter differences at tdnn6.affine
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn6l
Relative Parameter Differences
Parameter Differences
FIG. 40: Parameter differences at tdnn6l
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn6l0
Relative Parameter Differences
Parameter Differences
FIG. 41: Parameter differences at tdnn6l0
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn7.affine
Relative Parameter Differences Parameter Differences
FIG. 42: Parameter differences at tdnn7.affine
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn7l
Relative Parameter Differences
Parameter Differences
FIG. 43: Parameter differences at tdnn7l
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn7l0
Relative Parameter Differences
Parameter Differences
FIG. 44: Parameter differences at tdnn7l0
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn8.affine
Relative Parameter Differences Parameter Differences
FIG. 45: Parameter differences at tdnn8.affine
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Parameter differences at tdnn8l
Relative Parameter Differences
Parameter Differences
FIG. 46: Parameter differences at tdnn8l
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Parameter Differences exp/chain/tdnn7o_sp
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Parameter differences at tdnn8l0
Relative Parameter Differences
Parameter Differences
FIG. 47: Parameter differences at tdnn8l0
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Parameter differences at tdnn9.affine
Relative Parameter Differences Parameter Differences
FIG. 48: Parameter differences at tdnn9.affine
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Parameter differences at tdnn9l
Relative Parameter Differences
Parameter Differences
FIG. 49: Parameter differences at tdnn9l
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Parameter differences at tdnn9l0
Relative Parameter Differences
Parameter Differences
FIG. 50: Parameter differences at tdnn9l0
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Parameter Differences exp/chain/tdnn7o_sp
