Summary

	info
docker_version	kneron/toolchain:v0.29.0
comments
kdp520/input bitwidth	int8
kdp520/output bitwidth	int8
kdp520/cpu bitwidth	int8
kdp520/datapath bitwidth	int8
kdp520/weight bitwidth	int8
kdp520/ip_eval/fps	13.5583
kdp520/ip_eval/ITC(ms)	73.7554 ms
kdp520/ip_eval/RDMA bandwidth GB/s	0.8
kdp520/ip_eval/WDMA bandwidth GB/s	0.8
kdp520/ip_eval/GETW bandwidth GB/s	0.8
kdp520/ip_eval/cpu_node	N/A
kdp520/bie	input.kdp520.scaled.bie
kdp520/onnx	input.kdp520.decomposed.onnx
kdp520/nef	models_520.nef
gen fx model report	model_fx_report.html
gen fx model json	model_fx_report.json

kdp520

	node	node origin	type	bw in	bw out	bw weight	node backend
0	input	None	NPU	N/A	[8]	N/A	None
1	/conv1/Conv	/conv1/Conv	NPU	[8]	[16]	[8]	npu_fusion_node_/conv1/Conv_/prelu/PRelu
2	/prelu/PRelu	/prelu/PRelu	NPU	[16]	[8]	[8]	↑
3	/layer1/layer1.0/bn1/BatchNormalization_KNOPT_bn_sep_1	/layer1/layer1.0/bn1/BatchNormalization	NPU	[8]	[8]	[16]	/layer1/layer1.0/bn1/BatchNormalization_KNOPT_bn_sep_1
4	/layer1/layer1.0/bn1/BatchNormalization_KNOPT_bn_sep_2	/layer1/layer1.0/bn1/BatchNormalization	NPU	[8]	[8]	[16]	/layer1/layer1.0/bn1/BatchNormalization_KNOPT_bn_sep_2
5	/layer1/layer1.0/conv1/Conv	/layer1/layer1.0/conv1/Conv	NPU	[8]	[16]	[8]	npu_fusion_node_/layer1/layer1.0/conv1/Conv_/layer1/layer1.0/prelu/PRelu
6	/layer1/layer1.0/prelu/PRelu	/layer1/layer1.0/prelu/PRelu	NPU	[16]	[8]	[8]	↑
7	/layer1/layer1.0/conv2/Conv_KNOPT_/layer1/layer1.0/Add_KNOPT_dummy_bn_0	/layer1/layer1.0/conv2/Conv	NPU	[8]	[8]	[8]	/layer1/layer1.0/conv2/Conv_KNOPT_/layer1/layer1.0/Add_KNOPT_dummy_bn_0
8	/layer1/layer1.0/downsample/downsample.0/Conv	/layer1/layer1.0/downsample/downsample.0/Conv	NPU	[8]	[16]	[8]	npu_fusion_node_/layer1/layer1.0/downsample/downsample.0/Conv_/layer1/layer1.0/Add_KNOPT_dummy_bn_1
9	/layer1/layer1.0/Add_KNOPT_dummy_bn_1	/layer1/layer1.0/Add	NPU	[16]	[8]	[16]	↑
10	/layer1/layer1.0/Add	/layer1/layer1.0/Add	NPU	[8, 8]	[8]	[8]	/layer1/layer1.0/Add
11	/layer1/layer1.0/Add_KNOPT_dummy_bn_2	/layer1/layer1.1/Add	NPU	[8]	[8]	[16]	/layer1/layer1.0/Add_KNOPT_dummy_bn_2
12	/layer1/layer1.1/bn1/BatchNormalization	/layer1/layer1.1/bn1/BatchNormalization	NPU	[8]	[8]	[16]	/layer1/layer1.1/bn1/BatchNormalization
13	/layer1/layer1.1/conv1/Conv	/layer1/layer1.1/conv1/Conv	NPU	[8]	[16]	[8]	npu_fusion_node_/layer1/layer1.1/conv1/Conv_/layer1/layer1.1/prelu/PRelu
14	/layer1/layer1.1/prelu/PRelu	/layer1/layer1.1/prelu/PRelu	NPU	[16]	[8]	[8]	↑
15	/layer1/layer1.1/conv2/Conv_KNOPT_/layer1/layer1.1/Add_KNOPT_dummy_bn_0	/layer1/layer1.1/conv2/Conv	NPU	[8]	[8]	[8]	/layer1/layer1.1/conv2/Conv_KNOPT_/layer1/layer1.1/Add_KNOPT_dummy_bn_0
16	/layer1/layer1.1/Add	/layer1/layer1.1/Add	NPU	[8, 8]	[8]	[8]	/layer1/layer1.1/Add
17	/layer1/layer1.1/Add_KNOPT_dummy_bn_1	/layer2/layer2.0/downsample/downsample.0/Conv	NPU	[8]	[8]	[16]	/layer1/layer1.1/Add_KNOPT_dummy_bn_1
18	/layer2/layer2.0/downsample/downsample.0/Conv	/layer2/layer2.0/downsample/downsample.0/Conv	NPU	[8]	[16]	[8]	npu_fusion_node_/layer2/layer2.0/downsample/downsample.0/Conv_/layer2/layer2.0/Add_KNOPT_dummy_bn_1
19	/layer2/layer2.0/Add_KNOPT_dummy_bn_1	/layer2/layer2.0/Add	NPU	[16]	[8]	[16]	↑
20	/layer2/layer2.0/bn1/BatchNormalization	/layer2/layer2.0/bn1/BatchNormalization	NPU	[8]	[8]	[16]	/layer2/layer2.0/bn1/BatchNormalization
21	/layer2/layer2.0/conv1/Conv	/layer2/layer2.0/conv1/Conv	NPU	[8]	[16]	[8]	npu_fusion_node_/layer2/layer2.0/conv1/Conv_/layer2/layer2.0/prelu/PRelu
22	/layer2/layer2.0/prelu/PRelu	/layer2/layer2.0/prelu/PRelu	NPU	[16]	[8]	[8]	↑
23	/layer2/layer2.0/conv2/Conv_KNOPT_/layer2/layer2.0/Add_KNOPT_dummy_bn_0	/layer2/layer2.0/conv2/Conv	NPU	[8]	[8]	[8]	/layer2/layer2.0/conv2/Conv_KNOPT_/layer2/layer2.0/Add_KNOPT_dummy_bn_0
24	/layer2/layer2.0/Add	/layer2/layer2.0/Add	NPU	[8, 8]	[8]	[8]	/layer2/layer2.0/Add
25	/layer2/layer2.0/Add_KNOPT_dummy_bn_2	/layer2/layer2.1/Add	NPU	[8]	[8]	[16]	/layer2/layer2.0/Add_KNOPT_dummy_bn_2
26	/layer2/layer2.1/bn1/BatchNormalization	/layer2/layer2.1/bn1/BatchNormalization	NPU	[8]	[8]	[16]	/layer2/layer2.1/bn1/BatchNormalization
27	/layer2/layer2.1/conv1/Conv	/layer2/layer2.1/conv1/Conv	NPU	[8]	[16]	[8]	npu_fusion_node_/layer2/layer2.1/conv1/Conv_/layer2/layer2.1/prelu/PRelu
28	/layer2/layer2.1/prelu/PRelu	/layer2/layer2.1/prelu/PRelu	NPU	[16]	[8]	[8]	↑
29	/layer2/layer2.1/conv2/Conv_KNOPT_/layer2/layer2.1/Add_KNOPT_dummy_bn_0	/layer2/layer2.1/conv2/Conv	NPU	[8]	[8]	[8]	/layer2/layer2.1/conv2/Conv_KNOPT_/layer2/layer2.1/Add_KNOPT_dummy_bn_0
30	/layer2/layer2.1/Add	/layer2/layer2.1/Add	NPU	[8, 8]	[8]	[8]	/layer2/layer2.1/Add
31	/layer2/layer2.1/Add_KNOPT_dummy_bn_1	/layer3/layer3.0/downsample/downsample.0/Conv	NPU	[8]	[8]	[16]	/layer2/layer2.1/Add_KNOPT_dummy_bn_1
32	/layer3/layer3.0/downsample/downsample.0/Conv	/layer3/layer3.0/downsample/downsample.0/Conv	NPU	[8]	[16]	[8]	npu_fusion_node_/layer3/layer3.0/downsample/downsample.0/Conv_/layer3/layer3.0/Add_KNOPT_dummy_bn_1
33	/layer3/layer3.0/Add_KNOPT_dummy_bn_1	/layer3/layer3.0/Add	NPU	[16]	[8]	[16]	↑
34	/layer3/layer3.0/bn1/BatchNormalization	/layer3/layer3.0/bn1/BatchNormalization	NPU	[8]	[8]	[16]	/layer3/layer3.0/bn1/BatchNormalization
35	/layer3/layer3.0/conv1/Conv	/layer3/layer3.0/conv1/Conv	NPU	[8]	[16]	[8]	npu_fusion_node_/layer3/layer3.0/conv1/Conv_/layer3/layer3.0/prelu/PRelu
36	/layer3/layer3.0/prelu/PRelu	/layer3/layer3.0/prelu/PRelu	NPU	[16]	[8]	[8]	↑
37	/layer3/layer3.0/conv2/Conv_KNOPT_/layer3/layer3.0/Add_KNOPT_dummy_bn_0	/layer3/layer3.0/conv2/Conv	NPU	[8]	[8]	[8]	/layer3/layer3.0/conv2/Conv_KNOPT_/layer3/layer3.0/Add_KNOPT_dummy_bn_0
38	/layer3/layer3.0/Add	/layer3/layer3.0/Add	NPU	[8, 8]	[8]	[8]	/layer3/layer3.0/Add
39	/layer3/layer3.0/Add_KNOPT_dummy_bn_2	/layer3/layer3.1/Add	NPU	[8]	[8]	[16]	/layer3/layer3.0/Add_KNOPT_dummy_bn_2
40	/layer3/layer3.1/bn1/BatchNormalization	/layer3/layer3.1/bn1/BatchNormalization	NPU	[8]	[8]	[16]	/layer3/layer3.1/bn1/BatchNormalization
41	/layer3/layer3.1/conv1/Conv	/layer3/layer3.1/conv1/Conv	NPU	[8]	[16]	[8]	npu_fusion_node_/layer3/layer3.1/conv1/Conv_/layer3/layer3.1/prelu/PRelu
42	/layer3/layer3.1/prelu/PRelu	/layer3/layer3.1/prelu/PRelu	NPU	[16]	[8]	[8]	↑
43	/layer3/layer3.1/conv2/Conv_KNOPT_/layer3/layer3.1/Add_KNOPT_dummy_bn_0	/layer3/layer3.1/conv2/Conv	NPU	[8]	[8]	[8]	/layer3/layer3.1/conv2/Conv_KNOPT_/layer3/layer3.1/Add_KNOPT_dummy_bn_0
44	/layer3/layer3.1/Add	/layer3/layer3.1/Add	NPU	[8, 8]	[8]	[8]	/layer3/layer3.1/Add
45	/layer3/layer3.1/Add_KNOPT_dummy_bn_1	/layer4/layer4.0/downsample/downsample.0/Conv	NPU	[8]	[8]	[16]	/layer3/layer3.1/Add_KNOPT_dummy_bn_1
46	/layer4/layer4.0/downsample/downsample.0/Conv	/layer4/layer4.0/downsample/downsample.0/Conv	NPU	[8]	[16]	[8]	npu_fusion_node_/layer4/layer4.0/downsample/downsample.0/Conv_/layer4/layer4.0/Add_KNOPT_dummy_bn_1
47	/layer4/layer4.0/Add_KNOPT_dummy_bn_1	/layer4/layer4.0/Add	NPU	[16]	[8]	[16]	↑
48	/layer4/layer4.0/bn1/BatchNormalization	/layer4/layer4.0/bn1/BatchNormalization	NPU	[8]	[8]	[16]	/layer4/layer4.0/bn1/BatchNormalization
49	/layer4/layer4.0/conv1/Conv	/layer4/layer4.0/conv1/Conv	NPU	[8]	[16]	[8]	npu_fusion_node_/layer4/layer4.0/conv1/Conv_/layer4/layer4.0/prelu/PRelu
50	/layer4/layer4.0/prelu/PRelu	/layer4/layer4.0/prelu/PRelu	NPU	[16]	[8]	[8]	↑
51	/layer4/layer4.0/conv2/Conv_KNOPT_/layer4/layer4.0/Add_KNOPT_dummy_bn_0	/layer4/layer4.0/conv2/Conv	NPU	[8]	[8]	[8]	/layer4/layer4.0/conv2/Conv_KNOPT_/layer4/layer4.0/Add_KNOPT_dummy_bn_0
52	/layer4/layer4.0/Add	/layer4/layer4.0/Add	NPU	[8, 8]	[8]	[8]	/layer4/layer4.0/Add
53	/layer4/layer4.0/Add_KNOPT_dummy_bn_2	/layer4/layer4.1/Add	NPU	[8]	[8]	[16]	/layer4/layer4.0/Add_KNOPT_dummy_bn_2
54	/layer4/layer4.1/bn1/BatchNormalization	/layer4/layer4.1/bn1/BatchNormalization	NPU	[8]	[8]	[16]	/layer4/layer4.1/bn1/BatchNormalization
55	/layer4/layer4.1/conv1/Conv	/layer4/layer4.1/conv1/Conv	NPU	[8]	[16]	[8]	npu_fusion_node_/layer4/layer4.1/conv1/Conv_/layer4/layer4.1/prelu/PRelu
56	/layer4/layer4.1/prelu/PRelu	/layer4/layer4.1/prelu/PRelu	NPU	[16]	[8]	[8]	↑
57	/layer4/layer4.1/conv2/Conv_KNOPT_/layer4/layer4.1/Add_KNOPT_dummy_bn_0	/layer4/layer4.1/conv2/Conv	NPU	[8]	[8]	[8]	/layer4/layer4.1/conv2/Conv_KNOPT_/layer4/layer4.1/Add_KNOPT_dummy_bn_0
58	/layer4/layer4.1/Add	/layer4/layer4.1/Add	NPU	[8, 8]	[16]	[8]	npu_fusion_node_/layer4/layer4.1/Add_/bn2/BatchNormalization
59	/bn2/BatchNormalization	/bn2/BatchNormalization	NPU	[16]	[8]	[16]	↑
60	/Flatten	/Flatten	NPU	[8]	[8]	[8]	None
61	/fc/Gemm	/fc/Gemm	NPU	[8]	[8]	[8]	npu_fusion_node_/layer4/layer4.1/Add_/bn2/BatchNormalization_KNERON_REFORMAT_next_0
62	/features/BatchNormalization	/features/BatchNormalization	NPU	[8]	[8]	[16]	/features/BatchNormalization