Which Khadas SBC do you use?
VIM3
Which system do you use? Android, Ubuntu, OOWOW or others?
UBUNTU
Which version of system do you use? Khadas official images, self built images, or others?
vim3-ubuntu-20.04-server-linux-4.9-fenix-1.5-230425-emmc, official images
Please describe your issue below:
在模型量化的时候，出现AttributeError: ‘NoneType’ object has no attribute 'size’报错，我的转换命令如下：
$pegasus quantize \
--quantizer asymmetric_affine \
--qtype uint8 \
--rebuild \
--with-input-meta ${NAME}_inputmeta.yml \
--model ${NAME}.json \
--model-data ${NAME}.data \
--compute-entropy
$pegasus quantize \
--quantizer asymmetric_affine \
--qtype uint8 \
--with-input-meta ${NAME}_inputmeta.yml \
--model ${NAME}.json \
--model-data ${NAME}.data \
--model-quantize ${NAME}.quantize \
--hybrid
Post a console log of your issue below:
D Quantize tensor @Conv_Conv_21_105:bias.
D Quantize tensor @Conv_Conv_16_106:bias.
D Quantize tensor @Conv_Conv_11_107:bias.
D Quantize tensor @Conv_Conv_6_109:bias.
D Quantize tensor @Conv_Conv_0_111:bias.
D Quantize tensor @Conv_Conv_30_114:bias.
D Quantize tensor @Conv_Conv_25_115:bias.
D Quantize tensor @Conv_Conv_5_119:bias.
D Quantize tensor @Conv_Conv_3_121:bias.
D Quantize tensor @Conv_Conv_19_125:bias.
D Quantize tensor @Conv_Conv_14_126:bias.
D Quantize tensor @Conv_Conv_9_127:bias.
Traceback (most recent call last):
File "pegasus.py", line 131, in <module>
File "pegasus.py", line 108, in main
File "acuitylib/app/medusa/commands.py", line 226, in execute
File "acuitylib/vsi_nn.py", line 601, in quantize
File "acuitylib/app/medusa/quantization.py", line 136, in run
File "acuitylib/app/medusa/quantization.py", line 62, in _run_quantization
File "acuitylib/app/medusa/quantization.py", line 270, in generate_customized_quantize_layers
File "acuitylib/math/histogram_ops.py", line 287, in histogram1d_quantize_entropy
AttributeError: 'NoneType' object has no attribute 'size'
[522] Failed to execute script pegasus