|
[ |
|
{ |
|
"algorithm": "quantization", |
|
"preset": "mixed", |
|
"overflow_fix": "disable", |
|
"initializer": { |
|
"range": { |
|
"num_init_samples": 300, |
|
"type": "mean_min_max" |
|
}, |
|
"batchnorm_adaptation": { |
|
"num_bn_adaptation_samples": 0 |
|
} |
|
}, |
|
"scope_overrides": { |
|
"activations": { |
|
"{re}.*matmul_0": { |
|
"mode": "symmetric" |
|
} |
|
} |
|
}, |
|
"ignored_scopes": [ |
|
"{re}.*Embeddings.*", |
|
"{re}.*__add___[0-1]", |
|
"{re}.*layer_norm_0", |
|
"{re}.*matmul_1", |
|
"{re}.*__truediv__*" |
|
] |
|
}, |
|
{ |
|
"algorithm": "magnitude_sparsity", |
|
"ignored_scopes": [ |
|
"{re}.*NNCFEmbedding.*", |
|
"{re}.*LayerNorm.*", |
|
"{re}.*pooler.*", |
|
"{re}.*classifier.*" |
|
], |
|
"sparsity_init": 0.0, |
|
"params": { |
|
"power": 3, |
|
"schedule": "polynomial", |
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"sparsity_freeze_epoch": 26, |
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"sparsity_target": 0.8, |
|
"sparsity_target_epoch": 25, |
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"steps_per_epoch": 2105, |
|
"update_per_optimizer_step": true |
|
} |
|
} |
|
] |