NVDLA Compiler

[pure-water]

Hi, the NVDLA compiler does not seem to be in the UMD or anywhere? How I can compile the network?

[Adithyak1998]

There is a compiler present in nvdla's software folder:
sw/pre-built/linux/nvdla_compiler

However, does this include the parser for nvdla also?
Any information regarding this will be appreciated.
Thanks

[Adithyak1998]

Also, can someone help me by letting me know how to use the compiler (and the parser). I'm not able to find a guide anywhere.

What is the input to the compiler? (Is it a .prototxt file?)
Please help

[JunningWu]

nvdla@nvdla:~/NVDLA/git-nvdla-sw/prebuilt/linux$ ./nvdla_compiler -h
Usage: ./nvdla_compiler [-options] --prototxt <prototxt_file> --caffemodel <caffemodel_file>
where options include:
-h print this help message
-o outputs wisdom files in 'outputpath' directory

something like this:

nvdla@nvdla:~/NVDLA/git-nvdla-sw/prebuilt/linux$ ./nvdla_compiler --prototxt lenet/lenet.prototxt --caffemodel lenet/lenet_iter_5000.caffemodel

and after this done, you will get loadable file named basic.nvdla or default.nvdla.

BTW, nvdla_compiler contains parser and compiler.

[ghost]

Run PDP/PDP_L0_0_small_fbuf
creating new runtime context...
Emulator starting
submitting tasks...
[ 226.113537] Enter:dla_read_network_config
[ 226.119198] Exit:dla_read_network_config status=0
[ 226.123877] Enter: dla_initiate_processors
[ 226.127953] Enter: dla_submit_operation
[ 226.131772] Prepare PDP operation index 0 ROI 0 dep_count 0
[ 226.137326] Enter: dla_prepare_operation
[ 226.141234] processor:PDP group:0, rdma_group:0 available
[ 226.146617] Enter: dla_read_config
[ 226.150009] Exit: dla_read_config
[ 226.153299] Exit: dla_prepare_operation status=0
[ 226.157901] Enter: dla_program_operation
[ 226.161808] Program PDP operation index 0 ROI 0 Group[0]
[ 226.167105] group id 0 rdma id 0
[ 226.170328] no desc get due to index==-1
[ 226.174220] no desc get due to index==-1
[ 226.178125] no desc get due to index==-1
[ 226.182032] no desc get due to index==-1
[ 226.185938] no desc get due to index==-1
[ 226.189845] no desc get due to index==-1
[ 226.193751] no desc get due to index==-1
[ 226.197658] Enter: dla_op_programmed
[ 226.201217] Exit: dla_op_programmed
[ 226.204690] Exit: dla_program_operation status=0
[ 226.209292] Enter: dla_enable_operation
[ 226.213113] Enable PDP operation index 0 ROI 0
[ 226.217537] group id 0 rdma id 0
[ 226.220750] rdma needed 1
[ 226.223346] Enter: dla_op_enabled
[ 226.226652] Exit: dla_op_enabled
[ 226.229863] Exit: dla_enable_operation status=0
[ 226.234379] Exit: dla_submit_operation
[ 226.238110] Enter: dla_dequeue_operation
[ 226.242018] exit PDP as there's no further operation
[ 226.246965] Exit: dla_dequeue_operation
[ 226.250786] Exit: dla_initiate_processors status=0
[ 226.255559] Enter:dla_handle_events, processor:BDMA
[ 226.260415] Exit:dla_handle_events, ret:0
[ 226.264407] Enter:dla_handle_events, processor:Convolution
[ 226.269877] Exit:dla_handle_events, ret:0
[ 226.273869] Enter:dla_handle_events, processor:SDP
[ 226.278644] Exit:dla_handle_events, ret:0
[ 226.282637] Enter:dla_handle_events, processor:PDP
[ 226.287412] Handle op complete event, processor PDP group 0
[ 226.292969] Enter:dla_op_completion processor PDP group0
[ 226.298264] Completed PDP operation index 0 ROI 0
[ 226.302952] 1 HWLs done, totally 1 layers
[ 226.306945] Enter: dla_free_op_desc op desc index 0 ROI 0
[ 226.312327] Exit: dla_free_op_desc
[ 226.315712] Exit:dla_op_completion processor PDP group0 status=0
[ 226.321702] Exit:dla_handle_events, ret:0
[ 226.325694] Enter:dla_handle_events, processor:CDP
[ 226.330469] Exit:dla_handle_events, ret:0
[ 226.334462] Enter:dla_handle_events, processor:RUBIK
[ 226.339411] Exit:dla_handle_events, ret:0
[ 226.343417] reset engine done
Shutdown signal received, exiting
Test pass
= Run CONV/CONV_D_L0_0_small_fbuf
creating new runtime context...
Emulator starting
submitting tasks...
[ 226.625387] Enter:dla_read_network_config
[ 226.631046] Exit:dla_read_network_config status=0
[ 226.635725] Enter: dla_initiate_processors
[ 226.639803] Enter: dla_submit_operation
[ 226.643623] Prepare Convolution operation index 0 ROI 0 dep_count 1
[ 226.649872] Enter: dla_prepare_operation
[ 226.653779] processor:Convolution group:0, rdma_group:0 available
[ 226.659855] Enter: dla_read_config
[ 226.663247] Exit: dla_read_config
[ 226.666537] Exit: dla_prepare_operation status=0
[ 226.671140] Enter: dla_program_operation
[ 226.675045] Program Convolution operation index 0 ROI 0 Group[0]
[ 226.681060] no desc get due to index==-1
[ 226.684943] no desc get due to index==-1
[ 226.688850] no desc get due to index==-1
[ 226.692753] no desc get due to index==-1
[ 226.696660] no desc get due to index==-1
[ 226.700560] no desc get due to index==-1
[ 226.704473] Enter: dla_op_programmed
[ 226.708033] Update dependency operation index 1 ROI 0 DEP_COUNT=1
[ 226.714111] enable SDP in dla_update_dependency as depdency are resolved
[ 226.720794] Enter: dla_enable_operation
[ 226.724614] exit dla_enable_operation without actual enable due to processor hasn't been programmed
[ 226.733646] Exit: dla_enable_operation status=0
[ 226.738156] Exit: dla_op_programmed
[ 226.741627] Exit: dla_program_operation status=0
[ 226.746230] Exit: dla_submit_operation
[ 226.749961] Enter: dla_dequeue_operation
[ 226.753868] exit Convolution as there's no further operation
[ 226.759510] Exit: dla_dequeue_operation
[ 226.763331] Enter: dla_submit_operation
[ 226.767150] Prepare SDP operation index 1 ROI 0 dep_count 0
[ 226.772706] Enter: dla_prepare_operation
[ 226.776612] processor:SDP group:0, rdma_group:0 available
[ 226.781994] Enter: dla_read_config
[ 226.785385] Exit: dla_read_config
[ 226.788678] Exit: dla_prepare_operation status=0
[ 226.793278] Enter: dla_program_operation
[ 226.797186] Program SDP operation index 1 ROI 0 Group[0]
[ 226.802489] no desc get due to index==-1
[ 226.806386] no desc get due to index==-1
[ 226.810292] no desc get due to index==-1
[ 226.814199] no desc get due to index==-1
[ 226.818104] no desc get due to index==-1
[ 226.822012] no desc get due to index==-1
[ 226.825918] Enter: dla_op_programmed
[ 226.829486] Exit: dla_op_programmed
[ 226.832950] Exit: dla_program_operation status=0
[ 226.837557] Enter: dla_enable_operation
[ 226.841371] Enable SDP operation index 1 ROI 0
[ 226.845799] Enter: dla_op_enabled
[ 226.849096] Update dependency operation index 0 ROI 0 DEP_COUNT=1
[ 226.855175] enable Convolution in dla_update_dependency as depdency are resolved
[ 226.862554] Enter: dla_enable_operation
[ 226.866374] Enable Convolution operation index 0 ROI 0
[ 226.871496] Enter: dla_op_enabled
[ 226.874792] Exit: dla_op_enabled
[ 226.878003] Exit: dla_enable_operation status=0
[ 226.882518] Exit: dla_op_enabled
[ 226.885729] Exit: dla_enable_operation status=0
[ 226.890245] Exit: dla_submit_operation
[ 226.893977] Enter: dla_dequeue_operation
[ 226.897883] exit SDP as there's no further operation
[ 226.902831] Exit: dla_dequeue_operation
[ 226.906652] Exit: dla_initiate_processors status=0
[ 226.911426] Enter:dla_handle_events, processor:BDMA
[ 226.916281] Exit:dla_handle_events, ret:0
[ 226.920273] Enter:dla_handle_events, processor:Convolution
[ 226.925743] Handle cdma weight done event, processor Convolution group 0
[ 226.932428] Handle cdma data done event, processor Convolution group 0
[ 226.938938] Handle op complete event, processor Convolution group 0
[ 226.945189] Enter:dla_op_completion processor Convolution group0
[ 226.951178] Completed Convolution operation index 0 ROI 0
[ 226.956560] 1 HWLs done, totally 2 layers
[ 226.960552] Enter: dla_dequeue_operation
[ 226.964458] exit Convolution as there's no further operation
[ 226.970102] Exit: dla_dequeue_operation
[ 226.973921] Exit:dla_op_completion processor Convolution group0 status=0
[ 226.980606] Exit:dla_handle_events, ret:0
[ 226.984598] Enter:dla_handle_events, processor:SDP
[ 226.989373] Handle op complete event, processor SDP group 0
[ 226.994929] Enter:dla_op_completion processor SDP group0
[ 227.000225] Completed SDP operation index 1 ROI 0
[ 227.004912] 2 HWLs done, totally 2 layers
[ 227.008906] Enter: dla_free_op_desc op desc index 0 ROI 0
[ 227.014288] Exit: dla_free_op_desc
[ 227.017673] Enter: dla_free_op_desc op desc index 1 ROI 0
[ 227.023055] Exit: dla_free_op_desc
[ 227.026441] Exit:dla_op_completion processor SDP group0 status=0
[ 227.032431] Exit:dla_handle_events, ret:0
[ 227.036423] Enter:dla_handle_events, processor:PDP
[ 227.041198] Exit:dla_handle_events, ret:0
[ 227.045191] Enter:dla_handle_events, processor:CDP
[ 227.049966] Exit:dla_handle_events, ret:0
[ 227.053958] Enter:dla_handle_events, processor:RUBIK
[ 227.058907] Exit:dla_handle_events, ret:0
[ 227.062911] reset engine done
Shutdown signal received, exiting
Test pass
= Run SDP/SDP_X1_L0_0_small_fbuf
creating new runtime context...
Emulator starting
submitting tasks...
[ 227.635347] Enter:dla_read_network_config
[ 227.641005] Exit:dla_read_network_config status=0
[ 227.645681] Enter: dla_initiate_processors
[ 227.649763] Enter: dla_submit_operation
[ 227.653581] Prepare SDP operation index 0 ROI 0 dep_count 0
[ 227.659135] Enter: dla_prepare_operation
[ 227.663043] processor:SDP group:1, rdma_group:0 available
[ 227.668423] Enter: dla_read_config
[ 227.671816] Exit: dla_read_config
[ 227.675107] Exit: dla_prepare_operation status=0
[ 227.679709] Enter: dla_program_operation
[ 227.683614] Program SDP operation index 0 ROI 0 Group[1]
[ 227.688926] no desc get due to index==-1
[ 227.692816] no desc get due to index==-1
[ 227.696723] no desc get due to index==-1
[ 227.700628] no desc get due to index==-1
[ 227.704528] no desc get due to index==-1
[ 227.708441] no desc get due to index==-1
[ 227.712347] no desc get due to index==-1
[ 227.716254] Enter: dla_op_programmed
[ 227.719813] Exit: dla_op_programmed
[ 227.723287] Exit: dla_program_operation status=0
[ 227.727887] Enter: dla_enable_operation
[ 227.731708] Enable SDP operation index 0 ROI 0
[ 227.736134] Enter: dla_op_enabled
[ 227.739432] Exit: dla_op_enabled
[ 227.742643] Exit: dla_enable_operation status=0
[ 227.747159] Exit: dla_submit_operation
[ 227.750891] Enter: dla_dequeue_operation
[ 227.754798] exit SDP as there's no further operation
[ 227.759745] Exit: dla_dequeue_operation
[ 227.763566] Exit: dla_initiate_processors status=0
[ 227.768340] Enter:dla_handle_events, processor:BDMA
[ 227.773196] Exit:dla_handle_events, ret:0
[ 227.777188] Enter:dla_handle_events, processor:Convolution
[ 227.782657] Exit:dla_handle_events, ret:0
[ 227.786649] Enter:dla_handle_events, processor:SDP
[ 227.791425] Handle op complete event, processor SDP group 1
[ 227.796981] Enter:dla_op_completion processor SDP group1
[ 227.802276] Completed SDP operation index 0 ROI 0
[ 227.806964] 1 HWLs done, totally 1 layers
[ 227.810957] Enter: dla_free_op_desc op desc index 0 ROI 0
[ 227.816340] Exit: dla_free_op_desc
[ 227.819724] Exit:dla_op_completion processor SDP group1 status=0
[ 227.825714] Exit:dla_handle_events, ret:0
[ 227.829707] Enter:dla_handle_events, processor:PDP
[ 227.834482] Exit:dla_handle_events, ret:0
[ 227.838475] Enter:dla_handle_events, processor:CDP
[ 227.843249] Exit:dla_handle_events, ret:0
[ 227.847242] Enter:dla_handle_events, processor:RUBIK
[ 227.852191] Exit:dla_handle_events, ret:0
[ 227.856194] reset engine done
Shutdown signal received, exiting
Test pass
= Run CDP/CDP_L0_0_small_fbuf
creating new runtime context...
Emulator starting
submitting tasks...
[ 228.144982] Enter:dla_read_network_config
[ 228.150653] Exit:dla_read_network_config status=0
[ 228.155327] Enter: dla_initiate_processors
[ 228.159409] Enter: dla_submit_operation
[ 228.163226] Prepare CDP operation index 0 ROI 0 dep_count 0
[ 228.168781] Enter: dla_prepare_operation
[ 228.172691] processor:CDP group:0, rdma_group:0 available
[ 228.178068] Enter: dla_read_config
[ 228.181461] Exit: dla_read_config
[ 228.184752] Exit: dla_prepare_operation status=0
[ 228.189354] Enter: dla_program_operation
[ 228.193259] Program CDP operation index 0 ROI 0 Group[0]
[ 228.198556] Enter: dla_cdp_program
[ 228.198563] Enter: processor_cdp_program
[ 228.205953] Exit: processor_cdp_program
[ 228.205955] Exit: dla_cdp_program
[ 228.209712] no desc get due to index==-1
[ 228.216913] no desc get due to index==-1
[ 228.220821] no desc get due to index==-1
[ 228.224726] no desc get due to index==-1
[ 228.228634] no desc get due to index==-1
[ 228.232534] no desc get due to index==-1
[ 228.236446] no desc get due to index==-1
[ 228.240352] Enter: dla_op_programmed
[ 228.243912] Exit: dla_op_programmed
[ 228.247386] Exit: dla_program_operation status=0
[ 228.251986] Enter: dla_enable_operation
[ 228.255805] Enable CDP operation index 0 ROI 0
[ 228.260233] Enter: dla_cdp_enable
[ 228.263530] Exit: dla_cdp_enable
[ 228.266743] Enter: dla_op_enabled
[ 228.270041] Exit: dla_op_enabled
[ 228.273255] Exit: dla_enable_operation status=0
[ 228.277767] Exit: dla_submit_operation
[ 228.281501] Enter: dla_dequeue_operation
[ 228.285407] exit CDP as there's no further operation
[ 228.290356] Exit: dla_dequeue_operation
[ 228.294174] Exit: dla_initiate_processors status=0
[ 228.298951] Enter:dla_handle_events, processor:BDMA
[ 228.303805] Exit:dla_handle_events, ret:0
[ 228.307797] Enter:dla_handle_events, processor:Convolution
[ 228.313267] Exit:dla_handle_events, ret:0
[ 228.317259] Enter:dla_handle_events, processor:SDP
[ 228.322034] Exit:dla_handle_events, ret:0
[ 228.326027] Enter:dla_handle_events, processor:PDP
[ 228.330802] Exit:dla_handle_events, ret:0
[ 228.334794] Enter:dla_handle_events, processor:CDP
[ 228.339569] Handle op complete event, processor CDP group 0
[ 228.345126] Enter:dla_op_completion processor CDP group0
[ 228.350421] Completed CDP operation index 0 ROI 0
[ 228.355109] 1 HWLs done, totally 1 layers
[ 228.359102] Enter: dla_free_op_desc op desc index 0 ROI 0
[ 228.364484] Exit: dla_free_op_desc
[ 228.367869] Exit:dla_op_completion processor CDP group0 status=0
[ 228.373859] Exit:dla_handle_events, ret:0
[ 228.377851] Enter:dla_handle_events, processor:RUBIK
[ 228.382800] Exit:dla_handle_events, ret:0
[ 228.386814] reset engine done
Shutdown signal received, exiting
Test pass
= Run NN/NN_L0_1_small_fbuf
creating new runtime context...
Emulator starting
submitting tasks...
[ 231.546798] Enter:dla_read_network_config
[ 231.552459] Exit:dla_read_network_config status=0
[ 231.557136] Enter: dla_initiate_processors
[ 231.561215] Enter: dla_submit_operation
[ 231.565033] Prepare Convolution operation index 0 ROI 0 dep_count 1
[ 231.571281] Enter: dla_prepare_operation
[ 231.575192] processor:Convolution group:1, rdma_group:0 available
[ 231.581264] Enter: dla_read_config
[ 231.584657] Exit: dla_read_config
[ 231.587941] Exit: dla_prepare_operation status=0
[ 231.592549] Enter: dla_program_operation
[ 231.596455] Program Convolution operation index 0 ROI 0 Group[1]
[ 231.602471] no desc get due to index==-1
[ 231.606353] no desc get due to index==-1
[ 231.610265] no desc get due to index==-1
[ 231.614165] no desc get due to index==-1
[ 231.618070] no desc get due to index==-1
[ 231.621976] Enter: dla_op_programmed
[ 231.625537] Update dependency operation index 2 ROI 0 DEP_COUNT=2
[ 231.631613] Update dependency operation index 1 ROI 0 DEP_COUNT=1
[ 231.637691] enable SDP in dla_update_dependency as depdency are resolved
[ 231.644374] Enter: dla_enable_operation
[ 231.648195] exit dla_enable_operation without actual enable due to processor hasn't been programmed
[ 231.657225] Exit: dla_enable_operation status=0
[ 231.661736] Exit: dla_op_programmed
[ 231.665207] Exit: dla_program_operation status=0
[ 231.669809] Exit: dla_submit_operation
[ 231.673541] Enter: dla_dequeue_operation
[ 231.677449] Dequeue op from Convolution processor, index=2 ROI=0
[ 231.683437] Enter: dla_submit_operation
[ 231.687258] Prepare Convolution operation index 2 ROI 0 dep_count 1
[ 231.693507] Enter: dla_prepare_operation
[ 231.697418] processor:Convolution group:0, rdma_group:0 available
[ 231.703490] Enter: dla_read_config
[ 231.706883] Exit: dla_read_config
[ 231.710174] Exit: dla_prepare_operation status=0
[ 231.714775] Enter: dla_program_operation
[ 231.718681] Program Convolution operation index 2 ROI 0 Group[0]
[ 231.724694] no desc get due to index==-1
[ 231.728573] no desc get due to index==-1
[ 231.732485] no desc get due to index==-1
[ 231.736390] no desc get due to index==-1
[ 231.740297] no desc get due to index==-1
[ 231.744202] Enter: dla_op_programmed
[ 231.747763] Update dependency operation index 6 ROI 0 DEP_COUNT=3
[ 231.753840] Update dependency operation index 3 ROI 0 DEP_COUNT=2
[ 231.759916] Exit: dla_op_programmed
[ 231.763391] Exit: dla_program_operation status=0
[ 231.767990] Exit: dla_submit_operation
[ 231.771721] Exit: dla_dequeue_operation
[ 231.775542] Enter: dla_submit_operation
[ 231.779361] Prepare SDP operation index 1 ROI 0 dep_count 0
[ 231.784917] Enter: dla_prepare_operation
[ 231.788824] processor:SDP group:0, rdma_group:1 available
[ 231.794206] Enter: dla_read_config
[ 231.797597] Exit: dla_read_config
[ 231.800890] Exit: dla_prepare_operation status=0
[ 231.805490] Enter: dla_program_operation
[ 231.809398] Program SDP operation index 1 ROI 0 Group[0]
[ 231.814705] no desc get due to index==-1
[ 231.818598] no desc get due to index==-1
[ 231.822503] no desc get due to index==-1
[ 231.826415] no desc get due to index==-1
[ 231.830317] Enter: dla_op_programmed
[ 231.833877] Update dependency operation index 3 ROI 0 DEP_COUNT=1
[ 231.839954] enable SDP in dla_update_dependency as depdency are resolved
[ 231.846638] Enter: dla_enable_operation
[ 231.850457] exit dla_enable_operation without actual enable due to processor hasn't been programmed
[ 231.859490] Exit: dla_enable_operation status=0
[ 231.864000] Exit: dla_op_programmed
[ 231.867472] Exit: dla_program_operation status=0
[ 231.872072] Enter: dla_enable_operation
[ 231.875893] Enable SDP operation index 1 ROI 0
[ 231.880320] Enter: dla_op_enabled
[ 231.883618] Update dependency operation index 0 ROI 0 DEP_COUNT=1
[ 231.889696] enable Convolution in dla_update_dependency as depdency are resolved
[ 231.897076] Enter: dla_enable_operation
[ 231.900893] Enable Convolution operation index 0 ROI 0
[ 231.906019] Enter: dla_op_enabled
[ 231.909313] Exit: dla_op_enabled
[ 231.912519] Exit: dla_enable_operation status=0
[ 231.917039] Exit: dla_op_enabled
[ 231.920244] Exit: dla_enable_operation status=0
[ 231.924765] Exit: dla_submit_operation
[ 231.928491] Enter: dla_dequeue_operation
[ 231.932405] Dequeue op from SDP processor, index=3 ROI=0
[ 231.937700] Enter: dla_submit_operation
[ 231.941520] Prepare SDP operation index 3 ROI 0 dep_count 0
[ 231.947075] Enter: dla_prepare_operation
[ 231.950986] processor:SDP group:1, rdma_group:0 available
[ 231.956364] Enter: dla_read_config
[ 231.959756] Exit: dla_read_config
[ 231.963047] Exit: dla_prepare_operation status=0
[ 231.967649] Enter: dla_program_operation
[ 231.971555] Program SDP operation index 3 ROI 0 Group[1]
[ 231.976860] no desc get due to index==-1
[ 231.980756] no desc get due to index==-1
[ 231.984667] no desc get due to index==-1
[ 231.988563] no desc get due to index==-1
[ 231.992476] Enter: dla_op_programmed
[ 231.996035] Update dependency operation index 7 ROI 0 DEP_COUNT=2
[ 232.002113] Exit: dla_op_programmed
[ 232.005584] Exit: dla_program_operation status=0
[ 232.010186] Enter: dla_enable_operation
[ 232.014005] Enable SDP operation index 3 ROI 0
[ 232.018437] Enter: dla_op_enabled
[ 232.021731] Update dependency operation index 2 ROI 0 DEP_COUNT=1
[ 232.027808] enable Convolution in dla_update_dependency as depdency are resolved
[ 232.035188] Enter: dla_enable_operation
[ 232.039006] Enable Convolution operation index 2 ROI 0
[ 232.044130] Enter: dla_op_enabled
[ 232.047426] Exit: dla_op_enabled
[ 232.050637] Exit: dla_enable_operation status=0
[ 232.055153] Exit: dla_op_enabled
[ 232.058363] Exit: dla_enable_operation status=0
[ 232.062878] Exit: dla_submit_operation
[ 232.066610] Exit: dla_dequeue_operation
[ 232.070434] Enter: dla_submit_operation
[ 232.074250] Prepare PDP operation index 5 ROI 0 dep_count 1
[ 232.079807] Enter: dla_prepare_operation
[ 232.083713] processor:PDP group:1, rdma_group:1 available
[ 232.089095] Enter: dla_read_config
[ 232.092480] Exit: dla_read_config
[ 232.095779] Exit: dla_prepare_operation status=0
[ 232.100379] Enter: dla_program_operation
[ 232.104287] Program PDP operation index 5 ROI 0 Group[1]
[ 232.109582] group id 1 rdma id 1
[ 232.112808] no desc get due to index==-1
[ 232.116698] no desc get due to index==-1
[ 232.120607] no desc get due to index==-1
[ 232.124505] no desc get due to index==-1
[ 232.128419] no desc get due to index==-1
[ 232.132323] Enter: dla_op_programmed
[ 232.135884] Update dependency operation index 11 ROI 0 DEP_COUNT=2
[ 232.142048] Exit: dla_op_programmed
[ 232.145520] Exit: dla_program_operation status=0
[ 232.150120] Exit: dla_submit_operation
[ 232.153853] Enter: dla_dequeue_operation
[ 232.157760] Dequeue op from PDP processor, index=11 ROI=0
[ 232.163143] Enter: dla_submit_operation
[ 232.166962] Prepare PDP operation index 11 ROI 0 dep_count 1
[ 232.172608] Enter: dla_prepare_operation
[ 232.176505] processor:PDP group:0, rdma_group:0 available
[ 232.181894] Enter: dla_read_config
[ 232.185284] Exit: dla_read_config
[ 232.188570] Exit: dla_prepare_operation status=0
[ 232.193178] Enter: dla_program_operation
[ 232.197085] Program PDP operation index 11 ROI 0 Group[0]
[ 232.202467] group id 0 rdma id 0
[ 232.205691] no desc get due to index==-1
[ 232.209588] no desc get due to index==-1
[ 232.213491] no desc get due to index==-1
[ 232.217398] no desc get due to index==-1
[ 232.221302] no desc get due to index==-1
[ 232.225210] Enter: dla_op_programmed
[ 232.228769] Update dependency operation index 22 ROI 0 DEP_COUNT=2
[ 232.234933] Exit: dla_op_programmed
[ 232.238403] Exit: dla_program_operation status=0
[ 232.243006] Exit: dla_submit_operation
[ 232.246738] Exit: dla_dequeue_operation
[ 232.250559] Enter: dla_submit_operation
[ 232.254378] Prepare CDP operation index 4 ROI 0 dep_count 2
[ 232.259934] Enter: dla_prepare_operation
[ 232.263841] processor:CDP group:1, rdma_group:1 available
[ 232.269223] Enter: dla_read_config
[ 232.272616] Exit: dla_read_config
[ 232.275900] Exit: dla_prepare_operation status=0
[ 232.280508] Enter: dla_program_operation
[ 232.284414] Program CDP operation index 4 ROI 0 Group[1]
[ 232.289710] Enter: dla_cdp_program
[ 232.289716] Enter: processor_cdp_program
[ 232.297105] Exit: processor_cdp_program
[ 232.297107] Exit: dla_cdp_program
[ 232.300865] no desc get due to index==-1
[ 232.308068] no desc get due to index==-1
[ 232.311975] no desc get due to index==-1
[ 232.315882] no desc get due to index==-1
[ 232.319788] no desc get due to index==-1
[ 232.323693] Enter: dla_op_programmed
[ 232.327255] Update dependency operation index 10 ROI 0 DEP_COUNT=3
[ 232.333418] Exit: dla_op_programmed
[ 232.336889] Exit: dla_program_operation status=0
[ 232.341489] Exit: dla_submit_operation
[ 232.345223] Enter: dla_dequeue_operation
[ 232.349129] Dequeue op from CDP processor, index=10 ROI=0
[ 232.354513] Enter: dla_submit_operation
[ 232.358331] Prepare CDP operation index 10 ROI 0 dep_count 2
[ 232.363975] Enter: dla_prepare_operation
[ 232.367881] processor:CDP group:0, rdma_group:0 available
[ 232.373263] Enter: dla_read_config
[ 232.376653] Exit: dla_read_config
[ 232.379940] Exit: dla_prepare_operation status=0
[ 232.384548] Exit: dla_submit_operation
[ 232.388279] Exit: dla_dequeue_operation
[ 232.392100] Exit: dla_initiate_processors status=0
[ 232.396875] Enter:dla_handle_events, processor:BDMA
[ 232.401730] Exit:dla_handle_events, ret:0
[ 232.405722] Enter:dla_handle_events, processor:Convolution
[ 232.411192] Exit:dla_handle_events, ret:0
[ 232.415184] Enter:dla_handle_events, processor:SDP
[ 232.419959] Exit:dla_handle_events, ret:0
[ 232.423952] Enter:dla_handle_events, processor:PDP
[ 232.428727] Exit:dla_handle_events, ret:0
[ 232.432719] Enter:dla_handle_events, processor:CDP
[ 232.437494] Exit:dla_handle_events, ret:0
[ 232.441487] Enter:dla_handle_events, processor:RUBIK
[ 232.44643

then, the process stalls and the FPGA is not responding anymore. Does anyone have an idea of which could be the problem? I wil really appreciate your help, thank you

[honorpeter]

directory

Do you have one of nv_small like NN/NN_L0_1_small_fbuf for real image input?

[shazib-summar]

@JunningWu I did exactly what you did but I was not able to generate the ".nvdla" file. I ran the command
./nvdla_compiler --prototxt ./models/lenet2.prototxt --caffemodel ./models/lenet_iter_5000.caffemodel --cprecision int8 --configtarget nv_small -o ./output/

And received the following output.

Kindly help me resolve this issue.