Liangxijun-1001 commented on PR #16190: URL: https://github.com/apache/tvm/pull/16190#issuecomment-1838011461
> Thakns @Liangxijun-1001 . I think in this case, maybe we should ignore the fwd_algo in entry(decided in compile time) and then use the algorithm returned by the miopenFindConvolutionForwardAlgorithm Currently, I am following the official invocation steps! In the inference stage, it is necessary to call the 'find' function when executing each convolution operation. This 'find' function will invoke the Find-DB operation to search the database. The following is the log after I have enabled the relevant macro switches. export MIOPEN_ENABLE_LOGGING=0 export MIOPEN_LOG_LEVEL=7 releated log： input_shape: (1, 3, 224, 224) precessing image: ../../dataset/images/test/kitten.jpg origina image shape: (720, 720, 3) resize image shape: (1, 3, 224, 224) MIOpen(HIP): Info [get_device_name] Raw device name: gfx1102 MIOpen(HIP): Info [Handle] stream: 0, device_id: 0 MIOpen(HIP): Info [get_device_name] Raw device name: gfx1102 MIOpen(HIP): Info [SetStream] stream: 0, device_id: 0 MIOpen(HIP): Info [GetFindModeValueImpl] MIOPEN_FIND_MODE = DYNAMIC_HYBRID(5) MIOpen(HIP): Info [AmdRocmMetadataVersionDetect] ROCm MD version AMDHSA_COv3, HIP version 5.7.23365, MIOpen version 2.20.0.f185a6464-dirty MIOpen(HIP): Info2 [GetWorkSpaceSize] MIOpen(HIP): Info [GetSolutions] MIOpen(HIP): Info [IsNetworkedFilesystem] Filesystem type at '/home/liangnus/.config/miopen/' is: 0xef53 'EXT2/3/4_SUPER_MAGIC' MIOpen(HIP): Info2 [GetLibPath] Lib Path: /opt/rocm-5.7.1/lib/libMIOpen.so.1.0.50701 MIOpen(HIP): Info2 [GetInstalledPathFile] inexact find database search MIOpen(HIP): Info2 [GetInstalledPathFile] Iterating over find db directory /opt/rocm-5.7.1/share/miopen/db/ MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx900_64.HIP.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx803_36.OpenCL.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx90a68.HIP.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx90a6e.HIP.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx803_36.HIP.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx906_64.OpenCL.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx906_60.OpenCL.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx906_60.HIP.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx803_64.HIP.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx1030_36.HIP.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx900_64.OpenCL.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx900_56.HIP.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx906_64.HIP.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx90878.HIP.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx900_56.OpenCL.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx803_64.OpenCL.fdb MIOpen(HIP): Info [GetInstalledPathFile] Checking find db file: gfx90878.OpenCL.fdb MIOpen(HIP): Info [Measure] ReadonlyRamDb::Prefetch time: 5e-05 ms MIOpen(HIP): Info [Measure] RamDb::Prefetch time: 0.206036 ms MIOpen(HIP): Info2 [ValidateUnsafe] DB file is newer than cache: 3876535210630, 3116245083235 MIOpen(HIP): Info2 [FindRecord] RamDb file is newer than cache, prefetching MIOpen(HIP): Info [Measure] RamDb::Prefetch time: 0.211256 ms MIOpen(HIP): Info2 [FindRecordUnsafe] Looking for key 3-224-224-7x7-64-112-112-1-3x3-2x2-1x1-0-NCHW-FP32-F in cache for file /home/liangnus/.config/miopen//gfx1102_16.HIP.2_20_0_f185a6464-dirty.ufdb.txt MIOpen(HIP): Info2 [Measure] Db::FindRecord time: 0.286266 ms MIOpen(HIP): Info [GetWorkSpaceSize] 7375872 MIOpen(HIP): Command [LogCmdFindConvolution] ./bin/MIOpenDriver conv -n 1 -c 3 -H 224 -W 224 -k 64 -y 7 -x 7 -p 3 -q 3 -u 2 -v 2 -l 1 -j 1 -m conv -g 1 -F 1 -t 1 MIOpen(HIP): Info [FindConvFwdAlgorithm] requestAlgoCount = 1, workspace = 7375872 MIOpen(HIP): Info [GetSolutions] MIOpen(HIP): Info2 [ValidateUnsafe] DB file is newer than cache: 3876535210630, 3116245344375 MIOpen(HIP): Info2 [FindRecord] RamDb file is newer than cache, prefetching MIOpen(HIP): Info [Measure] RamDb::Prefetch time: 0.214552 ms MIOpen(HIP): Info2 [FindRecordUnsafe] Looking for key 3-224-224-7x7-64-112-112-1-3x3-2x2-1x1-0-NCHW-FP32-F in cache for file /home/liangnus/.config/miopen//gfx1102_16.HIP.2_20_0_f185a6464-dirty.ufdb.txt MIOpen(HIP): Info2 [Measure] Db::FindRecord time: 0.262162 ms -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
