$ furiosa-compile detection_model_9281408_simplified_quant.onnx --target-npu warboy
위 명령어로 컴파일을 진행하면 컴파일은 성공하지만 추론을 진행할때 아래와 같은 에러가 발생하고
(warboy) clapi@sysadmin-B7105F48TV4HR-2T-N:~/ocr_npu/innocr/npu/model/detector$ python infer_multi_backend.py --image /home/clapi/ocr_npu/innocr/mods/ocr/detection/bankbook.png --backend furiosa --model
output.enf --output ./results/result_570880_furiosa.json
2025-08-14T08:09:07.819789Z INFO furiosa_rt_core::driver::event_driven::coord: FuriosaRT (v0.10.5, rev: 5537afb71-modified, built at: 2025-01-10T02:06:37Z) bootstrapping ...
2025-08-14T08:09:07.826289Z INFO furiosa_rt_core::driver::event_driven::coord: Found furiosa-compiler (v0.10.1, rev: 8b00177, built at: 2025-01-08T03:45:42Z)
2025-08-14T08:09:07.826320Z INFO furiosa_rt_core::driver::event_driven::coord: Found libhal (type: warboy, v0.12.0, rev: 56530c0 built at: 2023-11-16T12:34:03Z)
2025-08-14T08:09:07.826334Z INFO furiosa_rt_core::driver::event_driven::coord: [Runtime-0] detected 1 NPU device(s):
2025-08-14T08:09:07.853798Z INFO furiosa_rt_core::driver::event_driven::coord: - [0] npu:0:0-1 (warboy-b0-2pe, 128dpes, firmware: 1.7.7, 386a8ab)
2025-08-14T08:09:07.854009Z INFO furiosa_rt_core::driver::event_driven::coord: [Runtime-0] started
2025-08-14T08:09:07.855448Z INFO furiosa::runtime: Saving the compilation log into /home/clapi/.local/state/furiosa/logs/compiler-20250814170907-vuur4l.log
2025-08-14T08:09:07.897038Z INFO furiosa_rt_core::driver::event_driven::coord: [Runtime-0] created Sess-b1688724 using npu:0:0-1
2025-08-14T08:09:07.923942Z INFO furiosa_rt_core::driver::event_driven::coord: [Sess-b1688724] compiling the model (target: warboy-b0-2pe, 128dpes, file: output.enf, size: 51.2 MiB)
2025-08-14T08:09:09.711727Z INFO furiosa_rt_core::driver::event_driven::coord: [Sess-b1688724] the model compile is successful (took 1 secs)
2025-08-14T08:09:09.722798Z INFO furiosa_rt_core::driver::event_driven::coord: compilation failed, unloading npu:0:0-1
2025-08-14T08:09:09.722838Z ERROR furiosa_rt_core::driver::event_driven::coord: [Runtime-0] EventLoop shutting down due to a FATAL ERROR: "Model and device configuration mismatch (num_slice: 64 != 128)"
Traceback (most recent call last):
File "/home/clapi/ocr_npu/innocr/npu/model/detector/infer_multi_backend.py", line 124, in <module>
main()
File "/home/clapi/ocr_npu/innocr/npu/model/detector/infer_multi_backend.py", line 120, in main
run_furiosa(args.image, args.output, args.model)
File "/home/clapi/ocr_npu/innocr/npu/model/detector/infer_multi_backend.py", line 78, in run_furiosa
session = frt.session.create(compiled_model_path)
File "<string>", line 70, in wrapped
runtime.SessionTerminated: runtime has been already terminated
$ furiosa-compile detection_model_9281408_simplified_quant.onnx --target-npu warboy-2pe 다음과 같이 컴파일을 진행하면 아래와 같은 에러가 발생합니다.
(warboy) clapi@sysadmin-B7105F48TV4HR-2T-N:~/ocr_npu/innocr/npu/detector$ furiosa-compile detection_model_9281408_simplified_quant.onnx --target-npu warboy-2pe [1547/1933]
[1/6] 🔍 Compiling from onnx to dfg
Done in 1.3023801s
[2/6] 🔍 Compiling from dfg to ldfg
▪▪▪▪▪ [1/3] Splitting graph(LAS)...Done in 190.87357s
▪▪▪▪▪ [2/3] Lowering graph(LAS)...Done in 241.3251s
ERROR: failed to lower the operator#3:
Conv2d
Padding { top: 0, left: 0, bottom: 0, right: 0 }
stride: (H: 1, W: 1), dilation: (H: 1, W: 1),
clipping: (Min: -inf, Max: inf),
groups: 1
name:
/Concat_output_0
input tensors: 3
input tensor 3279: [1x1536x29x44] NxCxHxW, 1959936 B, i8
(axes: [], <(m:-110.96511840820313, M:126.94270324707031) x 1>)
(s: 0.9329718496285233, o: -9) x 1
source: unknown
input tensor 2192: [1920x1x1x1536] NxHxWxC, 2949120 B, i8
(axes: [], <(m:-128, M:127) x 1>)
(s: 1, o: 0) x 1
source: unknown
input tensor 2193: [1920] W, 7680 B, i32
(axes: [], <(m:-2003541791.1215687, M:2003541790.1885967) x 1>)
(s: 0.9329718496285233, o: 0) x 1
source: unknown
total bytes: 4916736
output tensors: 1
output tensor 3280: [1x1920x29x44] NxCxHxW, 2449920 B, i8
(axes: [], <(m:-110.96511840820313, M:126.94270324707031) x 1>)
(s: 0.9329718496285233, o: -9) x 1
source: unknown
total bytes: 2449920
error: Other error
–target-npu warboy-2pe으로 컴파일시 에러를 해결할 방법을 문의드립니다.
