An FPGA-Based Hardware Accelerator for CNNs Using On-Chip Memories Only: Design and Benchmarking with Intel Movidius Neural Compute Stick

Table 2

Results of the first quantization analysis.

b_in	b_filter	bit_out_0	bit_out_1	bit_out_2	bit_out_fc	Accuracy (%)
5	12	10	8	10	10	90.23
5	12	8	8	10	10	90.14
5	12	8	8	10	8	89.74
5	11	8	8	10	10	88.91
4	12	8	8	10	12	88.87
4	12	8	8	10	10	88.78
5	11	8	8	10	8	88.60
4	12	8	8	10	8	88.46
5	11	8	8	10	8	88.40
4	11	8	8	10	12	87.84
4	11	8	8	10	10	87.61