Hi
We are trying to import a model (Link) called EfficientDet-Lite4 into TIDL using tidl_model_import.out.
But perfsim tool is stopped with SegmentationFault with the error message "Increase the MAX_CONSTRAINED_DATA".
I can share all the test environment separately.
Question1:
What's the reason of above error?
Is it possible to output multiple tensors?
(I'm afraid that the network which outputs multiple tensors causes the error.)
Question2:
Is the source code of perfsim tool (ti_cnnperfsim.out) included in SDK https://www.ti.com/tool/download/PROCESSOR-SDK-RTOS-J721E#downloads?
Please point us the location of it?
==== tidl_model_import.out log =====
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xxxx:~/Ti/ti-processor-sdk-rtos-j721e-evm-07_02_00_06/tidl_j7_01_04_00_08/ti_dl/utils/tidlModelImport$ ./out/tidl_model_import.out ../../test/testvecs/config/import/public/tflite/tidl_import_efficientdet_lite4.txt TFLite Model (Flatbuf) File : ../../test/testvecs/models/public/tflite/efficientdet-lite4_512x512_fp32.tflite TIDL Network File : ../../test/testvecs/config/tidl_models/tflite/efdet-lite4/efficientdet-lite4_512x512_fp32.bin TIDL IO Info File : ../../test/testvecs/config/tidl_models/tflite/efdet-lite4/efficientdet-lite4_512x512_fp32_ 446
~~~~~Running TIDL in PC emulation mode to collect Activations range for each layer~~~~~
Processing config file #0 : /home/xxxx/Ti/ti-processor-sdk-rtos-j721e-evm-07_02_00_06/tidl_j7_01_04_00_08/ti_dl/test/testvecs/config/tidl_models/tflite/efdet-lite4/tidl_import_efficientdet_lite4.txt.qunat_stats_config.txt ----------------------- TIDL Process with REF_ONLY FLOW ------------------------
# 0 . .. T 14477.97 .... ..... ... A : 895, 0.0000, 0.0000, 651972 .... ..... # 1 . .. T 14230.50 .... ..... ... A : 557, 0.0000, 0.0000, 8406 .... ..... ------------------ Network Compiler Traces ----------------------------- Increase the MAX_CONSTRAINED_DATAIncrease the MAX_CONSTRAINED_DATAIncrease the MAX_CONSTRAINED_DATAIncrease the MAX_CONSTRAINED_DATAIncrease the MAX_CONSTRAINED_DATAIncrease the MAX_CONSTRAINED_DATASegmentation fault (core dumped) substitute string tidl_net_ not found Segmentation fault (core dumped) INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_0/fnode0/resample_1_4_5/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_0/fnode1/resample_1_5_6/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_0/fnode2/resample_1_6_7/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_0/fnode3/resample_1_7_8/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_1/fnode0/resample_1_4_5/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_1/fnode1/resample_1_5_6/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_1/fnode2/resample_1_6_7/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_1/fnode3/resample_1_7_8/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_2/fnode0/resample_1_4_5/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_2/fnode1/resample_1_5_6/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_2/fnode2/resample_1_6_7/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_2/fnode3/resample_1_7_8/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_3/fnode0/resample_1_4_5/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_3/fnode1/resample_1_5_6/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_3/fnode2/resample_1_6_7/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_3/fnode3/resample_1_7_8/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_4/fnode0/resample_1_4_5/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_4/fnode1/resample_1_5_6/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_4/fnode2/resample_1_6_7/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_4/fnode3/resample_1_7_8/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_5/fnode0/resample_1_4_5/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_5/fnode1/resample_1_5_6/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_5/fnode2/resample_1_6_7/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_5/fnode3/resample_1_7_8/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_6/fnode0/resample_1_4_5/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_6/fnode1/resample_1_5_6/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_6/fnode2/resample_1_6_7/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] fpn_cells/cell_6/fnode3/resample_1_7_8/ResizeNearestNeighbor Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. **************************************************** ** 28 WARNINGS 0 ERRORS ** **************************************************** |
Thanks and Best regards,
HaTa
