PATENT CLAIM ANALYSIS

Application Number: 16273031
Application Type: Utility
Filing Date: 2019-02
Publication Date: 2019-08
Patent Classification: ["706", "025000"]

Abstract:
The present disclosure provides an integrated circuit chip device and related product thereof. The integrated circuit chip device includes an external interface and a processing circuit. The processing circuit is configured to quantize the first layer input data and the first layer weight group data to obtain a first layer quantized input data and a first layer quantized weight group data; query a first layer output data corresponding to the first layer quantized input data and the first layer quantized weight group data from a preset output result table, determine the first layer output data as a second layer input data, and input the second layer input data into n-1 layers to execute forward operations to obtain nth layer output data; the n th  layer output data gradients is determined according to the n th  layer output data and the n th  layer back operations is obtained according to the training instructions.

Claim (Index 2):
The device of  claim 1 , wherein for quantizing the first layer weight group data, the processing circuit comprises:\n a control unit configured to obtain quantization instructions and decode the quantization instructions to obtain query control information,\n wherein the query control information includes address information corresponding to the first layer weight group data in a preset weight dictionary, and \n wherein the preset weight dictionary comprising encodings corresponding to all the weights in weight group data of n layers of the neural network; \n a dictionary query unit configured to query K encodings corresponding to K weights in the first layer weight group data from the preset weight dictionary of the query control information, wherein K is an integer greater than 1; and a codebook query unit configured to query K quantized weights in the first layer quantized weight group data from the preset codebook of the K encodings, wherein the preset codebook includes Q encodings and Q central weights corresponding to the Q encodings, and wherein Q is an integer greater than 1.

Metadata:
- Claim Count in Document: 32.0
- Percentile: 99.0
- Lexical Diversity: 2.65
- Patent Class: 706.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['16075540', '16038083', '10571602', '15655203', '16228357']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3473335071802467
- 35 USC 102 Novelty (BERT): 0.4788601332270086
- Combined Prediction Score: 0.3604861697849229
- Mean Citation Score: 157.77427
- Max Citation Score: 163.24976
- Similarity Product: 110.1590955222702

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test