Forums - snpe-net-run fails on GPU

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snpe-net-run fails on GPU
mdanailov
Join Date: 6 Nov 19
Posts: 1
Posted: Fri, 2021-01-15 13:26
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Hi, currently using QCS410 SoC devkit (Linux) with an Adreno GPU 612.    (and SNPE version 1.41.0.2173)

Issue: I cannot run .dlc models on the GPU.

Details: When I try running .dlc models on snpe-net-run and snpe-throughput-net-run with the GPU flag enabled --use_gpu I always get this error: 

error_code=1006; error_message=Invalid constraint. error_code=1006; error_message=Invalid constraint. No GPU device available for target UNKNOWN_SDM; error_component=Model Validation; line_no=79; thread_id=4013401056; error_component=Model Validation; line_no=271; thread_id=4159881232

(Sample command: snpe-throughput-net-run --container ssd_mobilenet_v1_coco_2018_01_28.dlc --duration 5 --use_gpu --perf_profile "default")

I have verified with snpe-platform-validator that the GPU runtime is in fact available:

/snpe-1.41.0.2173/bin/arm-oe-linux-gcc8.2hf # ./snpe-platform-validator --runtime gpu

PF_VALIDATOR: DEBUG: Calling PlatformValidator->setRuntime
PF_VALIDATOR: DEBUG: Calling PlatformValidator->IsRuntimeAvailable
Runtime GPU Prerequisites: Present.
 
I have tried various model containers including:
- the SNPE tutorial inception_v3.dlc, 
- ssd_inception_v2_coco_2018_01_28.dlc, 
- ssd_mobilenet_v1_coco_2018_01_28.dlc, 
- ssdlite_mobilenet_v2_coco_2018_05_09,
- ssd_mobilenet_v3_small_coco_2019_08_14,
and others.
 
Please help and thank you!

 

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Re: snpe-net-run fails on GPU
hs.chaya
Join Date: 20 Mar 20
Posts: 23
Posted: Mon, 2021-02-22 03:04
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Hi, I runned inception_v3.dlc model on snpe-throughput-net-run with gpu flag enabled on QCS610 it is working fine , below is the command and result.

Command : snpe-throughput-net-run --container inception_v3.dlc --duration 5 --use_gpu --perf_profile "default"

*/ Result : [Thread 0 - gpu_float32_16_hybrid] 2.41937 infs/sec - Number of images processed: 13 - Build time: 1633724 microseconds - Elapsed time: 5373303 microseconds - Teardown time: 64042 microseconds
Total throughput: 2.41937 infs/sec

 

 

*/

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Re: snpe-net-run fails on GPU
lewis_bo
Join Date: 27 Mar 22
Posts: 4
Posted: Wed, 2022-05-11 03:21
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Excuse me,

    has this problem been solved yet?

    I have the same problem

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