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Published 20 hours ago • verified publisher icon PaddlePaddle

paddleocr android opencl部署报错 malloc image is out of max image size(w,h):16384,16384, need image size(w,h):18560,16

Open limaopeng1 opened this issue 2 years ago • 2 comments

  • 系统环境/System Environment：高通750G芯片

  • 版本号/Version：PaddleOCR：v2.5.0，PaddleLite：v2.11

  • 问题相关组件/Related components： 使用官方提供的检测和识别模型：https://paddleocr.bj.bcebos.com/PP-OCRv2/chinese/ch_PP-OCRv2_det_infer.tar ； https://paddleocr.bj.bcebos.com/PP-OCRv2/chinese/ch_PP-OCRv2_rec_infer.tar 并使用opt工具转换opencl推理模型： ./opt --model_file=./ch_PP-OCRv2_det_infer/inference.pdmodel --param_file=./ch_PP-OCRv2_det_infer/inference.pdiparams --optimize_out=./ch_PP-OCRv2_det_opencl_opt --valid_targets=opencl,arm --optimize_out_type=naive_buffer ./opt --model_file=./ch_PP-OCRv2_rec_infer/inference.pdmodel --param_file=./ch_PP-OCRv2_rec_infer/inference.pdiparams --optimize_out=./ch_PP-OCRv2_rec_opencl_opt --valid_targets=opencl,arm --optimize_out_type=naive_buffer

  • 完整报错/Complete Error Message： [I 8/ 3 10:37:34.715 ...loy/Paddle-Lite/lite/core/device_info.cc:1275 Setup] ARM multiprocessors name: HARDWARE : QUALCOMM TECHNOLOGIES, INC LAGOON LITO_LITO [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1276 Setup] ARM multiprocessors number: 8 [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1278 Setup] ARM multiprocessors ID: 0, max freq: 1804, min freq: 1804, cluster ID: 1, CPU ARCH: A55 [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1278 Setup] ARM multiprocessors ID: 1, max freq: 1804, min freq: 1804, cluster ID: 1, CPU ARCH: A55 [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1278 Setup] ARM multiprocessors ID: 2, max freq: 1804, min freq: 1804, cluster ID: 1, CPU ARCH: A55 [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1278 Setup] ARM multiprocessors ID: 3, max freq: 1804, min freq: 1804, cluster ID: 1, CPU ARCH: A55 [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1278 Setup] ARM multiprocessors ID: 4, max freq: 1804, min freq: 1804, cluster ID: 1, CPU ARCH: A55 [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1278 Setup] ARM multiprocessors ID: 5, max freq: 1804, min freq: 1804, cluster ID: 1, CPU ARCH: A55 [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1278 Setup] ARM multiprocessors ID: 6, max freq: 2208, min freq: 2208, cluster ID: 0, CPU ARCH: A77 [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1278 Setup] ARM multiprocessors ID: 7, max freq: 2208, min freq: 2208, cluster ID: 0, CPU ARCH: A77 [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1284 Setup] L1 DataCache size is: [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1286 Setup] 32 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1286 Setup] 32 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1286 Setup] 32 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1286 Setup] 32 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1286 Setup] 32 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1286 Setup] 32 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1286 Setup] 32 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1286 Setup] 32 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1288 Setup] L2 Cache size is: [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1290 Setup] 512 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1290 Setup] 512 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1290 Setup] 512 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1290 Setup] 512 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1290 Setup] 512 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1290 Setup] 512 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1290 Setup] 512 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1290 Setup] 512 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1292 Setup] L3 Cache size is: [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1294 Setup] 0 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1294 Setup] 0 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1294 Setup] 0 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1294 Setup] 0 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1294 Setup] 0 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1294 Setup] 0 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1294 Setup] 0 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1294 Setup] 0 KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1296 Setup] Total memory: 5618532KB [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1297 Setup] SVE2 support: 0 [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1298 Setup] SVE2 f32mm support: 0 [I 8/ 3 10:37:34.716 ...loy/Paddle-Lite/lite/core/device_info.cc:1299 Setup] SVE2 i8mm support: 0 ch_PP-OCRv2_det_opencl_opt.nb [I 8/ 3 10:37:34.717 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:50 IsOpenCLBackendValid] need to check fp16 valid:0 [I 8/ 3 10:37:34.718 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:57 IsOpenCLBackendValid] Found opencl library:1 [I 8/ 3 10:37:34.718 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:63 IsOpenCLBackendValid] dlsym_success:1 [I 8/ 3 10:37:34.718 ...-Lite/lite/backends/opencl/cl_runtime.cc:69 Init] opencl_lib_found:1 [I 8/ 3 10:37:34.718 ...-Lite/lite/backends/opencl/cl_runtime.cc:77 Init] dlsym_success:1 [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:537 InitializePlatform] Platform extension:
    [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:85 Init] is_platform_init:1 [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:623 InitializeDevice] Using device: QUALCOMM Adreno(TM) [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:649 InitializeDevice] CL_DEVICE_VERSION:OpenCL 2.0 Adreno(TM) 619 [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:656 InitializeDevice] device_type:GPU [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:660 InitializeDevice] The chosen device has 1 compute units. [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:664 InitializeDevice] CL_DEVICE_MAX_CLOCK_FREQUENCY:1 [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:674 InitializeDevice] The local memory size of the chosen device is 32.000000 KB. [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:681 InitializeDevice] CL_DEVICE_GLOBAL_MEM_CACHE_SIZE(KB):64.000000 KB. [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:689 InitializeDevice] CL_DEVICE_GLOBAL_MEM_CACHELINE_SIZE(KB):0.062500 KB. [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:696 InitializeDevice] CL_DEVICE_GLOBAL_MEM_SIZE(KB):2809266.000000 KB. [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:704 InitializeDevice] CL_DEVICE_MAX_WORK_GROUP_SIZE:1024 [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:708 InitializeDevice] CL_DEVICE_MAX_WORK_ITEM_DIMENSIONS:3 [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:713 InitializeDevice] max_work_item_sizes[0]:1024 [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:713 InitializeDevice] max_work_item_sizes[1]:1024 [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:713 InitializeDevice] max_work_item_sizes[2]:1024 [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:724 InitializeDevice] CL_DEVICE_MAX_CONSTANT_BUFFER_SIZE:64.000000 [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:735 InitializeDevice] The chosen device supports image processing. [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:739 InitializeDevice] CL_DEVICE_IMAGE2D_MAX_HEIGHT:16384 [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:743 InitializeDevice] CL_DEVICE_IMAGE2D_MAX_WIDTH:16384 [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:757 InitializeDevice] The chosen device supports the half data type. [I 8/ 3 10:37:34.730 ...-Lite/lite/backends/opencl/cl_runtime.cc:765 InitializeDevice] CL_DEVICE_ADDRESS_BITS:64 [I 8/ 3 10:37:34.733 ...-Lite/lite/backends/opencl/cl_runtime.cc:769 InitializeDevice] CL_DRIVER_VERSION:OpenCL 2.0 QUALCOMM build: commit #a05eee6955 changeid #I893e5129fb Date: 12/15/20 Tue Local Branch: Remote Branch: Compiler E031.37.12.03 [I 8/ 3 10:37:34.733 ...-Lite/lite/backends/opencl/cl_runtime.cc:93 Init] is_device_init:1 [I 8/ 3 10:37:34.733 ...-Lite/lite/backends/opencl/cl_runtime.cc:809 GetAdrenoContextProperties] GPUPerfMode::PERF_HIGH [I 8/ 3 10:37:34.733 ...-Lite/lite/backends/opencl/cl_runtime.cc:828 GetAdrenoContextProperties] GPUPriorityLevel::PRIORITY_HIGH [I 8/ 3 10:37:34.735 ...-Lite/lite/backends/opencl/cl_runtime.cc:105 Init] set is_cl_runtime_initialized_ = true [I 8/ 3 10:37:34.735 ...e-Lite/lite/backends/opencl/cl_runtime.h:93 OpenCLAvaliableForDevice] need to check fp16 valid:0 [I 8/ 3 10:37:34.735 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:70 IsOpenCLBackendValid] opencl_valid:1 is_opencl_backend_valid:true [I 8/ 3 10:37:34.735 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:50 IsOpenCLBackendValid] need to check fp16 valid:0 [I 8/ 3 10:37:34.735 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:57 IsOpenCLBackendValid] Found opencl library:1 [I 8/ 3 10:37:34.735 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:63 IsOpenCLBackendValid] dlsym_success:1 [I 8/ 3 10:37:34.735 ...e-Lite/lite/backends/opencl/cl_runtime.h:93 OpenCLAvaliableForDevice] need to check fp16 valid:0 [I 8/ 3 10:37:34.735 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:70 IsOpenCLBackendValid] opencl_valid:1 [I 8/ 3 10:37:34.735 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:323 set_opencl_binary_path_name] opencl binary path and file name:/data/local/tmp//ch_PP-OCRv2_det_opencl_opt.nblite_opencl_kernel.bin [I 8/ 3 10:37:34.735 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:50 IsOpenCLBackendValid] need to check fp16 valid:0 [I 8/ 3 10:37:34.735 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:57 IsOpenCLBackendValid] Found opencl library:1 [I 8/ 3 10:37:34.735 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:63 IsOpenCLBackendValid] dlsym_success:1 [I 8/ 3 10:37:34.735 ...e-Lite/lite/backends/opencl/cl_runtime.h:93 OpenCLAvaliableForDevice] need to check fp16 valid:0 [I 8/ 3 10:37:34.735 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:70 IsOpenCLBackendValid] opencl_valid:1 [I 8/ 3 10:37:34.735 ...-Lite/lite/backends/opencl/cl_runtime.cc:863 set_auto_tune] tuned_file:/data/local/tmp//ch_PP-OCRv2_det_opencl_opt.nblite_opencl_tuned.bin [W 8/ 3 10:37:34.736 ...-Lite/lite/backends/opencl/cl_runtime.cc:872 set_auto_tune] Not found tuned file:/data/local/tmp//ch_PP-OCRv2_det_opencl_opt.nblite_opencl_tuned.bin [I 8/ 3 10:37:34.736 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:341 set_opencl_tune] set opencl_tune_mode: CL_TUNE_NORMAL, lws_repeats:4 [I 8/ 3 10:37:34.736 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:344 set_opencl_tune] tuned file path & name:/data/local/tmp//ch_PP-OCRv2_det_opencl_opt.nblite_opencl_tuned.bin [I 8/ 3 10:37:34.736 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:50 IsOpenCLBackendValid] need to check fp16 valid:0 [I 8/ 3 10:37:34.736 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:57 IsOpenCLBackendValid] Found opencl library:1 [I 8/ 3 10:37:34.736 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:63 IsOpenCLBackendValid] dlsym_success:1 [I 8/ 3 10:37:34.736 ...e-Lite/lite/backends/opencl/cl_runtime.h:93 OpenCLAvaliableForDevice] need to check fp16 valid:0 [I 8/ 3 10:37:34.736 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:70 IsOpenCLBackendValid] opencl_valid:1 [I 8/ 3 10:37:34.736 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:356 set_opencl_precision] set opencl precision: CL_PRECISION_FP32 *** nb model will be running on opencl. *** [I 8/ 3 10:37:34.740 ...e-Lite/lite/backends/opencl/cl_runtime.h:93 OpenCLAvaliableForDevice] need to check fp16 valid:0 ch_PP-OCRv2_rec_opencl_opt.nb [I 8/ 3 10:37:34.740 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:50 IsOpenCLBackendValid] need to check fp16 valid:0 [I 8/ 3 10:37:34.740 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:57 IsOpenCLBackendValid] Found opencl library:1 [I 8/ 3 10:37:34.740 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:63 IsOpenCLBackendValid] dlsym_success:1 [I 8/ 3 10:37:34.740 ...e-Lite/lite/backends/opencl/cl_runtime.h:93 OpenCLAvaliableForDevice] need to check fp16 valid:0 [I 8/ 3 10:37:34.740 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:70 IsOpenCLBackendValid] opencl_valid:1 is_opencl_backend_valid:true [I 8/ 3 10:37:34.740 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:50 IsOpenCLBackendValid] need to check fp16 valid:0 [I 8/ 3 10:37:34.740 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:57 IsOpenCLBackendValid] Found opencl library:1 [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:63 IsOpenCLBackendValid] dlsym_success:1 [I 8/ 3 10:37:34.741 ...e-Lite/lite/backends/opencl/cl_runtime.h:93 OpenCLAvaliableForDevice] need to check fp16 valid:0 [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:70 IsOpenCLBackendValid] opencl_valid:1 [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:323 set_opencl_binary_path_name] opencl binary path and file name:/data/local/tmp//ch_PP-OCRv2_rec_opencl_opt.nblite_opencl_kernel.bin [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:50 IsOpenCLBackendValid] need to check fp16 valid:0 [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:57 IsOpenCLBackendValid] Found opencl library:1 [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:63 IsOpenCLBackendValid] dlsym_success:1 [I 8/ 3 10:37:34.741 ...e-Lite/lite/backends/opencl/cl_runtime.h:93 OpenCLAvaliableForDevice] need to check fp16 valid:0 [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:70 IsOpenCLBackendValid] opencl_valid:1 [I 8/ 3 10:37:34.741 ...-Lite/lite/backends/opencl/cl_runtime.cc:863 set_auto_tune] tuned_file:/data/local/tmp//ch_PP-OCRv2_rec_opencl_opt.nblite_opencl_tuned.bin [I 8/ 3 10:37:34.741 ...-Lite/lite/backends/opencl/cl_runtime.cc:865 set_auto_tune] Load tuned file: /data/local/tmp//ch_PP-OCRv2_rec_opencl_opt.nblite_opencl_tuned.bin [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:341 set_opencl_tune] set opencl_tune_mode: CL_TUNE_NORMAL, lws_repeats:4 [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:344 set_opencl_tune] tuned file path & name:/data/local/tmp//ch_PP-OCRv2_rec_opencl_opt.nblite_opencl_tuned.bin [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:50 IsOpenCLBackendValid] need to check fp16 valid:0 [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:57 IsOpenCLBackendValid] Found opencl library:1 [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:63 IsOpenCLBackendValid] dlsym_success:1 [I 8/ 3 10:37:34.741 ...e-Lite/lite/backends/opencl/cl_runtime.h:93 OpenCLAvaliableForDevice] need to check fp16 valid:0 [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:70 IsOpenCLBackendValid] opencl_valid:1 [I 8/ 3 10:37:34.741 ...eploy/Paddle-Lite/lite/api/paddle_api.cc:356 set_opencl_precision] set opencl precision: CL_PRECISION_FP32 *** nb model will be running on opencl. *** [I 8/ 3 10:37:34.750 ...e-Lite/lite/backends/opencl/cl_runtime.h:93 OpenCLAvaliableForDevice] need to check fp16 valid:0 [I 8/ 3 10:37:34.760 ...-Lite/lite/backends/opencl/cl_runtime.cc:227 CheckFromPrecompiledBinary] Load opencl kernel bin file: /data/local/tmp//ch_PP-OCRv2_rec_opencl_opt.nblite_opencl_kernel.bin [W 8/ 3 10:37:34.760 ...-Lite/lite/backends/opencl/cl_runtime.cc:246 CheckFromPrecompiledBinary] The precompiled OpenCL binary[/data/local/tmp//ch_PP-OCRv2_rec_opencl_opt.nblite_opencl_kernel.bin] is illegal! [I 8/ 3 10:37:34.760 ...-Lite/lite/backends/opencl/cl_runtime.cc:198 operator()] Invalid precomplied OpenCL binary[/data/local/tmp//ch_PP-OCRv2_rec_opencl_opt.nblite_opencl_kernel.bin] has been deleted! [I 8/ 3 10:38:52.898 ...s/opencl/conv_transpose_image_compute.cc:304 SetGlobalWorkSize] global_work_size_: 6 224 224 [I 8/ 3 10:38:52.898 ...s/opencl/conv_transpose_image_compute.cc:313 SetArgs] pad_w, pad_h: 1 1 [I 8/ 3 10:38:52.898 ...s/opencl/conv_transpose_image_compute.cc:314 SetArgs] align_w, align_h: 0 0 [I 8/ 3 10:38:53. 41 ...s/opencl/conv_transpose_image_compute.cc:304 SetGlobalWorkSize] global_work_size_: 1 448 448 [I 8/ 3 10:38:53. 41 ...s/opencl/conv_transpose_image_compute.cc:313 SetArgs] pad_w, pad_h: 1 1 [I 8/ 3 10:38:53. 41 ...s/opencl/conv_transpose_image_compute.cc:314 SetArgs] align_w, align_h: 0 0 malloc image is out of max image size(w,h):16384,16384, need image size(w,h):18560,16 [F 8/ 3 10:38:58.832 ...e/lite/backends/opencl/target_wrapper.cc:98 ImageValid] malloc image is out of max image size(w,h):16384,16384, need image size(w,h):18560,16 Aborted

limaopeng1 avatar Aug 03 '22 05:08 limaopeng1

定位到问题了，主要是识别模型输入图片尺寸的问题，我把w限制在250就不会有malloc image is out of max image size(w,h):16384,16384的问题了，但是这样的话应该会对识别准确率有影响。

猜测应该是crnn中的一些reshape之类的操作导致出现 need image size(w,h):18560,16 这种维度，有人能帮忙定位下吗

cv::Mat CrnnResizeImg(cv::Mat img, float wh_ratio) { int imgC, imgH, imgW; imgC = rec_image_shape[0]; imgW = rec_image_shape[2]; imgH = rec_image_shape[1];

imgW = int(32 * wh_ratio);

float ratio = static_cast(img.cols) / static_cast(img.rows); int resize_w, resize_h; // if (ceilf(imgH * ratio) > imgW) // resize_w = imgW; // else // resize_w = static_cast(ceilf(imgH * ratio)); if (imgW > 250) resize_w = 250; else resize_w = imgW; cv::Mat resize_img; cv::resize( img, resize_img, cv::Size(resize_w, imgH), 0.f, 0.f, cv::INTER_LINEAR);

return resize_img; }

limaopeng1 avatar Aug 03 '22 08:08 limaopeng1

niubility !!!!!!!!!!!!!!!!!!!!!!!

Zhang-O avatar Aug 03 '22 09:08 Zhang-O

大佬使用opencl部署成功了吗？

yangy996 avatar Aug 30 '22 00:08 yangy996

调整后发现opencl不报错，但在rec识别阶段没有任何输出。我干脆改为arm模式后才正常，但此时就未利用gpu了 @limaopeng1 yolov5也会报同样的错，但需要重新训练并更改imgsz才可以在opencl运行

JH-Lam avatar Mar 23 '23 03:03 JH-Lam