Chua, Vui Seng

Update readme, add collaterals and model analysis report

5b8a717 over 2 years ago

No virus

1.79 kB

	{
	"input_info": [
	{
	"sample_size": [1, 384],
	"type": "long"
	},
	{
	"sample_size": [1, 384],
	"type": "long"
	},
	{
	"sample_size": [1, 384],
	"type": "long"
	}
	],
	"compression":
	[
	// {
	// "algorithm": "knowledge_distillation",
	// "type": "softmax"
	// },
	{
	"algorithm": "magnitude_sparsity",
	"sparsity_init": 0.5,
	"params": {
	"schedule": "multistep",
	"multistep_steps": [
	2,
	4,
	6,
	8
	],
	"multistep_sparsity_levels": [
	0.5,
	0.5,
	0.5,
	0.5,
	0.5,
	]
	},
	"ignored_scopes": ["{re}.NNCFEmbedding", "{re}.qa_outputs*"]
	},
	{
	"algorithm": "quantization",
	"initializer": {
	"range": {
	"num_init_samples": 32,
	"type": "percentile",
	"params":
	{
	"min_percentile": 0.01,
	"max_percentile": 99.99
	}
	},

	"batchnorm_adaptation": {
	"num_bn_adaptation_samples": 200
	}
	},
	"activations":
	{
	"mode": "symmetric"
	},
	"weights":
	{
	"mode": "symmetric",
	"signed": true,
	"per_channel": false
	}
	}
	]
	}