Model Inference (To be executed on Lynxi brain-inspired systems)

Model Inference (To be executed on Lynxi brain-inspired systems)#

应用

执行脚本

DVS-MNIST

python3 test.py --config clif3fc3dm_itout-b16x1-dvsmnist --checkpoint best_clif3.pth --use_lyngor 1 --use_legacy 0

python3 test.py --config clif5fc2dm_itout-b16x1-dvsmnist --checkpoint best_clif5.pth --use_lyngor 1 --use_legacy 0

DVS-Gesture

python3 test.py --config clif3flif2dg_itout-b16x1-dvsgesture --checkpoint best_clif3.pth --use_lyngor 1 --use_legacy 0

python3 test.py --config clif7fc1dg_itout-b16x1-dvsgesture --checkpoint best_clif7.pth --use_lyngor 1 --use_legacy 0

CIFAR10-DVS

python3 test.py --config clif5fc2cd_itout-b64x1-cifar10dvs --checkpoint best_clif5.pth --use_lyngor 1 --use_legacy 0

python3 test.py --config clif7fc1cd_itout-b64x1-cifar10dvs --checkpoint best_clif7.pth --use_lyngor 1 --use_legacy 0

python3 test.py --config resnetlif50-lite-itout-b8x1-cifar10dvs --checkpoint latest.pth --use_lyngor 1 --use_legacy 0

python3 test.py --config resnetlif50-itout-b8x1-cifar10dvs --checkpoint latest.pth --use_lyngor 1 --use_legacy 0

python3 test.py --config resnetlif50-it-b16x1-cifar10dvs --checkpoint latest.pth --use_lyngor 1 --use_legacy 0

IMDB

python3 test.py --config fasttext-b16x1-imdb --checkpoint latest.pth --use_lyngor 1 --use_legacy 0

Jester

python3 test.py --config resnetlif18-itout-b20x4-16-jester --checkpoint latest.pth --use_lyngor 1 --use_legacy 0

python3 test.py --config resnetlif18-lite-itout-b20x4-16-jester --checkpoint latest.pth --use_lyngor 1 --use_legacy 0

Luna16Cls

python3 test.py --config clif3fc3lc_itout-b16x1-luna16cls --checkpoint latest.pth --use_lyngor 1 --use_legacy 0

RGB-Gesture

python3 test.py --config clif3flif2rg_itout-b16x1-rgbgesture --checkpoint latest.pth --use_lyngor 1 --use_legacy 0

ESImagenet

python3 test.py --config resnetlif18-itout-b64x4-esimagenet --checkpoint latest.pth --use_lyngor 1 --use_legacy 0

Cann

In the path applications/videotracking/CANN/:

python3 compile.py

python3 infer_apu.py

Music Recognition

In the path applications/onlinelearning/hebb/ music_recognization python3 main.py --use_lyngor 1 --use_legacy 0

ZO-SGD

In the path applications/onlinelearning/ZO-SGD/:

python3 main.py --use_lyngor 1 --use_legacy 0

MNIST Encoding

python3 test.py --config clif3fc3mnrate_itout-b128x1-mnist --checkpoint latest_rate.pth --use_lyngor 1 --use_legacy 0

python3 test.py --config clif3fc3mntime_itout-b128x1-mnist --checkpoint latest_time.pth --use_lyngor 1 --use_legacy 0

python3 test.py --config clif3fc3mnpop_itout-b64x1-mnist --checkpoint latest_pop.pth --use_lyngor 1 --use_legacy 0

Spike-driven Transformer v2
with compile: python3 lynxi_inference.py --batch_size 1

--model metaspikformer_8_512  --time_steps 4 --device apu:0 --compile True

use compiled: python3 lynxi_inference.py --batch_size 1

--model metaspikformer_8_512  --time_steps 4 --device apu:0

executed in applications/classification/image/ spikeformerv2/classification/lynchip