PS C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1> .\install.bat
Windows 11: OK
Visual Studio 2019: OK
Python: OK
CONDA Available: OK
CMake: OK
IPU driver Available: OK
All deps are available. Proceeding to Conda env creation...
Do you accept EULA for RyzenAI? [y/n]: y
Ran pip subprocess with arguments:
['C:\\Users\\suzuxi\\anaconda3\\envs\\ryzenai-1.1-20240401-191621\\python.exe', '-m', 'pip', 'install', '-U', '-r', 'C:\\Users\\suzu]
Pip subprocess output:
Processing c:\users\suzuxi\downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\vai_q_onnx-1.16.0+69bc4f2-py2.py3-none-any.whl (from -r C:\User)
Collecting onnxruntime==1.15.1 (from -r C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\condaenv.ld9kx2h3.requirements.txt)
Obtaining dependency information for onnxruntime==1.15.1 from https://files.pythonhosted.org/packages/6a/fb/99bc0e75f3d23eab0dda64a
Downloading onnxruntime-1.15.1-cp39-cp39-win_amd64.whl.metadata (4.1 kB)
Collecting coloredlogs (from onnxruntime==1.15.1->-r C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\condaenv.ld9kx2h3.req)
Obtaining dependency information for coloredlogs from https://files.pythonhosted.org/packages/a7/06/3d6badcf13db419e25b07041d9c7b4a
Downloading coloredlogs-15.0.1-py2.py3-none-any.whl.metadata (12 kB)
Collecting flatbuffers (from onnxruntime==1.15.1->-r C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\condaenv.ld9kx2h3.req)
Obtaining dependency information for flatbuffers from https://files.pythonhosted.org/packages/41/f0/7e988a019bc54b2dbd0ad4182ef2d5a
Downloading flatbuffers-24.3.25-py2.py3-none-any.whl.metadata (850 bytes)
Collecting numpy>=1.21.6 (from onnxruntime==1.15.1->-r C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\condaenv.ld9kx2h3.r)
Obtaining dependency information for numpy>=1.21.6 from https://files.pythonhosted.org/packages/b5/42/054082bd8220bbf6f297f982f0a8a
Downloading numpy-1.26.4-cp39-cp39-win_amd64.whl.metadata (61 kB)
---------------------------------------- 61.0/61.0 kB 1.6 MB/s eta 0:00:00
Collecting packaging (from onnxruntime==1.15.1->-r C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\condaenv.ld9kx2h3.requi)
Obtaining dependency information for packaging from https://files.pythonhosted.org/packages/49/df/1fceb2f8900f8639e278b056416d4913a
Downloading packaging-24.0-py3-none-any.whl.metadata (3.2 kB)
Collecting protobuf (from onnxruntime==1.15.1->-r C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\condaenv.ld9kx2h3.requir)
Obtaining dependency information for protobuf from https://files.pythonhosted.org/packages/dc/1c/770724a1bdf5b28712be960bf5e6f47c8a
Downloading protobuf-5.26.1-cp39-cp39-win_amd64.whl.metadata (592 bytes)
Collecting sympy (from onnxruntime==1.15.1->-r C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\condaenv.ld9kx2h3.requireme)
Obtaining dependency information for sympy from https://files.pythonhosted.org/packages/d2/05/e6600db80270777c4a64238a98d442f0fd07a
Downloading sympy-1.12-py3-none-any.whl.metadata (12 kB)
Collecting onnx>1.12.0 (from vai-q-onnx==1.16.0+69bc4f2->-r C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\condaenv.ld9kx)
Obtaining dependency information for onnx>1.12.0 from https://files.pythonhosted.org/packages/06/45/ad7485c677edb810dbfc2a8ab58941a
Downloading onnx-1.16.0-cp39-cp39-win_amd64.whl.metadata (16 kB)
Collecting onnxruntime-extensions (from vai-q-onnx==1.16.0+69bc4f2->-r C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\con)
Obtaining dependency information for onnxruntime-extensions from https://files.pythonhosted.org/packages/f5/8c/5e23b742056f05d9114a
Downloading onnxruntime_extensions-0.10.1-cp39-cp39-win_amd64.whl.metadata (4.5 kB)
Collecting tqdm (from vai-q-onnx==1.16.0+69bc4f2->-r C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\condaenv.ld9kx2h3.req)
Obtaining dependency information for tqdm from https://files.pythonhosted.org/packages/2a/14/e75e52d521442e2fcc9f1df3c5e456aead034a
Downloading tqdm-4.66.2-py3-none-any.whl.metadata (57 kB)
---------------------------------------- 57.6/57.6 kB 3.0 MB/s eta 0:00:00
Collecting rich (from vai-q-onnx==1.16.0+69bc4f2->-r C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\condaenv.ld9kx2h3.req)
Obtaining dependency information for rich from https://files.pythonhosted.org/packages/87/67/a37f6214d0e9fe57f6ae54b2956d550ca8365a
Downloading rich-13.7.1-py3-none-any.whl.metadata (18 kB)
Collecting humanfriendly>=9.1 (from coloredlogs->onnxruntime==1.15.1->-r C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\c)
Obtaining dependency information for humanfriendly>=9.1 from https://files.pythonhosted.org/packages/f0/0f/310fb31e39e2d734ccaa2c0a
Downloading humanfriendly-10.0-py2.py3-none-any.whl.metadata (9.2 kB)
2024-04-01 19:17:14,647 - INFO - copying C:\Windows\System32\AMD\xrt_core.dll to C:\Users\suzuxi\anaconda3\envs\ryzenai-1.1-20240401-191621\lib\site-packages\onnxruntime\capi
2024-04-01 19:17:14,655 - INFO - copying C:\Windows\System32\AMD\xrt_coreutil.dll to C:\Users\suzuxi\anaconda3\envs\ryzenai-1.1-20240401-191621\lib\site-packages\onnxruntime\capi
2024-04-01 19:17:14,666 - INFO - copying C:\Windows\System32\AMD\amd_xrt_core.dll to C:\Users\suzuxi\anaconda3\envs\ryzenai-1.1-20240401-191621\lib\site-packages\onnxruntime\capi
2024-04-01 19:17:14,674 - INFO - copying C:\Windows\System32\AMD\xdp_ml_timeline_plugin.dll to C:\Users\suzuxi\anaconda3\envs\ryzenai-1.1-20240401-191621\lib\site-packages\onnxruntime\capi
2024-04-01 19:17:14,679 - INFO - copying C:\Windows\System32\AMD\xdp_core.dll to C:\Users\suzuxi\anaconda3\envs\ryzenai-1.1-20240401-191621\lib\site-packages\onnxruntime\capi
2024-04-01 19:17:14,685 - INFO - copying C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\voe-4.0-win_amd64\..\onnxruntime\bin\onnxruntime.dll to C:\Users\suzuxi\anaconda3\envs\ryzenai-1.1-20240401-191621\lib\site-packages\onnxruntime\capi
Setting RYZEN_AI_INSTALLER env variable ...
Setting XLNX_VART_FIRMWARE env variable ...
Created conda env: ryzenai-1.1-20240401-191621
(ryzenai-1.1-20240401-191621) C:\Users\suzuxi\Downloads\ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\quicktest>python quicktest.py
2 0 2 4 - 0 4 - 0 1 1 9 : 3 0 : 2 7 . 1 4 1 1 5 5 6 [ W : o n n x r u n t i m e : D e f a u l t , v i t i s a i _ p r o v i d e r _ f a c t o r y . c c : 4 8 o n n x r u n t i m e : : V i t i s A I P r o v i d e r F a c t o r y : : C r e a t e P r o v i d e r ] C o n s t r u t i n g a F l e x M L E P i n s t a n c e i n V i t i s A I E P
2 0 2 4 - 0 4 - 0 1 1 9 : 3 0 : 2 7 . 1 4 6 0 6 3 0 [ W : o n n x r u n t i m e : D e f a u l t , v i t i s a i _ e x e c u t i o n _ p r o v i d e r . c c : 1 1 7 o n n x r u n t i m e : : V i t i s A I E x e c u t i o n P r o v i d e r : : S e t F l e x M L E P P t r ] A s s i g n i n g t h e F l e x M L E P p o i n t e r i n V i t i s A I E P
2 0 2 4 - 0 4 - 0 1 1 9 : 3 0 : 2 7 . 1 9 9 8 9 1 1 [ W : o n n x r u n t i m e : D e f a u l t , v i t i s a i _ e x e c u t i o n _ p r o v i d e r . c c : 1 3 7 o n n x r u n t i m e : : V i t i s A I E x e c u t i o n P r o v i d e r : : G e t C a p a b i l i t y ] T r y i n g F l e x M L E P G e t C a p a b i l i t y
2 0 2 4 - 0 4 - 0 1 1 9 : 3 0 : 2 7 . 2 0 5 4 6 1 4 [ W : o n n x r u n t i m e : D e f a u l t , f l e x m l _ e x e c u t i o n _ p r o v i d e r . c c : 1 8 0 o n n x r u n t i m e : : F l e x M L E x e c u t i o n P r o v i d e r : : G e t C a p a b i l i t y ] F l e x M L E x e c u t i o n P r o v i d e r : : G e t C a p a b i l i t y , C : \ a m d \ v o e \ b i n a r y - m o d u l e s \ R e s N e t . f l e x m l \ f l e x m l _ b m . s i g n a t u r e c a n ' t n o t b e f o u n d !
2 0 2 4 - 0 4 - 0 1 1 9 : 3 0 : 2 7 . 2 1 3 6 5 7 1 [ W : o n n x r u n t i m e : D e f a u l t , v i t i s a i _ e x e c u t i o n _ p r o v i d e r . c c : 1 5 3 o n n x r u n t i m e : : V i t i s A I E x e c u t i o n P r o v i d e r : : G e t C a p a b i l i t y ] F l e x M L E P i g n o r i n g a n o n - R e s N e t 5 0 g r a p h
WARNING: Logging before InitGoogleLogging() is written to STDERR
I20240401 19:30:27.228062 15492 vitisai_compile_model.cpp:346] Vitis AI EP Load ONNX Model Success
I20240401 19:30:27.229064 15492 vitisai_compile_model.cpp:347] Graph Input Node Name/Shape (1)
I20240401 19:30:27.229064 15492 vitisai_compile_model.cpp:351] input : [-1x3x32x32]
I20240401 19:30:27.229064 15492 vitisai_compile_model.cpp:357] Graph Output Node Name/Shape (1)
I20240401 19:30:27.230569 15492 vitisai_compile_model.cpp:361] output : [-1x10]
I20240401 19:30:27.232574 15492 vitisai_compile_model.cpp:232] use cache key modelcachekey_quick
I20240401 19:30:32.836517 15492 compile_pass_manager.cpp:352] Compile mode: aie
I20240401 19:30:32.836517 15492 compile_pass_manager.cpp:353] Debug mode: performance
I20240401 19:30:32.836517 15492 compile_pass_manager.cpp:357] Target architecture: AMD_AIE2_Nx4_Overlay
I20240401 19:30:32.838519 15492 compile_pass_manager.cpp:606] Graph name: main_graph, with op num: 438
I20240401 19:30:32.838519 15492 compile_pass_manager.cpp:619] Begin to compile...
0
W20240401 19:30:38.018899 15492 RedundantOpReductionPass.cpp:664] xir::Op{name = /avgpool/GlobalAveragePool_output_0_DequantizeLinear_Output_vaip_315, type = pool-fix}'s input and output is unchanged, so it will be removed.
I20240401 19:30:38.186391 15492 PartitionPass.cpp:6479] xir::Op{name = output_, type = fix2float} is not supported by current target. Target name: AMD_AIE2_Nx4_Overlay, target type: IPU_PHX. Assign it to CPU.
I20240401 19:30:39.817389 15492 compile_pass_manager.cpp:643] Total device subgraph number 3, USER subgraph number 1
I20240401 19:30:39.817389 15492 compile_pass_manager.cpp:645] Total device subgraph number 3, CPU subgraph number 1
I20240401 19:30:39.817389 15492 compile_pass_manager.cpp:665] Total device subgraph number 3, DPU subgraph number 1, total number of PDI swaps 0
I20240401 19:30:39.817389 15492 compile_pass_manager.cpp:721] Compile done.
I20240401 19:30:39.880322 15492 anchor_point.cpp:443] before optimization:
input_DequantizeLinear_Output <-- identity@ --
input_QuantizeLinear_Output <-- identity@fuse_DPU --
input_QuantizeLinear_Output
after optimization:
input_QuantizeLinear_Output_vaip_426 <-- identity@combine_empty --
input_QuantizeLinear_Output
I20240401 19:30:39.881322 15492 anchor_point.cpp:443] before optimization:
output <-- identity@ --
output_QuantizeLinear_Output <-- identity@fuse_DPU --
output_QuantizeLinear_Output
after optimization:
output_QuantizeLinear_Output_vaip_427 <-- identity@combine_empty --
output_QuantizeLinear_Output
[Vitis AI EP] No. of Operators : CPU 2 IPU 398 99.50%
[Vitis AI EP] No. of Subgraphs : CPU 1 IPU 1 Actually running on IPU 1
2 0 2 4 - 0 4 - 0 1 1 9 : 3 0 : 4 0 . 0 0 8 6 5 9 6 [ W : o n n x r u n t i m e : , s e s s i o n _ s t a t e . c c : 1 1 6 9 o n n x r u n t i m e : : V e r i f y E a c h N o d e I s A s s i g n e d T o A n E p ] S o m e n o d e s w e r e n o t a s s i g n e d t o t h e p r e f e r r e d e x e c u t i o n p r o v i d e r s w h i c h m a y o r m a y n o t h a v e a n n e g a t i v e i m p a c t o n p e r f o r m a n c e . e . g . O R T e x p l i c i t l y a s s i g n s s h a p e r e l a t e d o p s t o C P U t o i m p r o v e p e r f .
2 0 2 4 - 0 4 - 0 1 1 9 : 3 0 : 4 0 . 0 1 6 5 8 8 6 [ W : o n n x r u n t i m e : , s e s s i o n _ s t a t e . c c : 1 1 7 1 o n n x r u n t i m e : : V e r i f y E a c h N o d e I s A s s i g n e d T o A n E p ] R e r u n n i n g w i t h v e r b o s e o u t p u t o n a n o n - m i n i m a l b u i l d w i l l s h o w n o d e a s s i g n m e n t s .
Test Passed
2 0 2 4 - 0 4 - 0 1 1 9 : 3 0 : 4 0 . 9 5 9 3 9 6 1 [ W : o n n x r u n t i m e : D e f a u l t , v i t i s a i _ e x e c u t i o n _ p r o v i d e r . c c : 7 4 o n n x r u n t i m e : : V i t i s A I E x e c u t i o n P r o v i d e r : : ~ V i t i s A I E x e c u t i o n P r o v i d e r ] R e l e a s i n g t h e F l e x M L E P p o i n t e r i n V i t i s A I E P
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