cfallows-amd
cb2d928ecf
Add roofline bins with FP4 FP6 datatypes enabled for gfx950 arch --------- Signed-off-by: Carrie Fallows <Carrie.Fallows@amd.com>
257 строки
10 KiB
Markdown
257 строки
10 KiB
Markdown
# Changelog for ROCm Compute Profiler
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Full documentation for ROCm Compute Profiler is available at [https://rocm.docs.amd.com/projects/rocprofiler-compute/en/latest/](https://rocm.docs.amd.com/projects/rocprofiler-compute/en/latest/).
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## Unreleased
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### Added
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* Add support to be able to acquire from rocprofv3 every single channle on each XCD of TCC counters
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* Add Docker files to package the application and dependencies into a single portable and executable standalone binary file
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* Analysis report based filtering
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* -b option in profile mode now additionally accepts metric id(s) for analysis report based filtering
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* -b option in profile mode also accept hardware IP block for filtering, however, this support will be deprecated soon
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* --list-metrics option added in profile mode to list possible metric id(s), similar to analyze mode
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* Datatype selection option for roofline profiling
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* --roofline-data-type / -R option added to specify which datatypes the user wants to capture in the roofline PDF plot outputs
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* Default is FP32, but user can specify as many types as desired to overlay on the same plot output
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* Additional datatypes for roofline profiling
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* Now supports FP4, FP6, FP8, FP16, BF16, FP32, FP64, I8, I32, I64 (dependent on gpu architecture)
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* Support host-trap PC Sampling on CLI (beta version)
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* Support for AMD Instinct MI350 series GPUs with the addition of the following counters:
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* VALU co-issue (Two VALUs are issued instructions) efficiency
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* Stream Processor Instruction (SPI) Wave Occupancy
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* Scheduler-Pipe Wave Utilization
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* Scheduler FIFO Full Rate
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* CPC ADC Utilization
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* F6F4 datatype metrics
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* Update formula for total FLOPs while taking into account F6F4 ops
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* LDS STORE, LDS LOAD, LDS ATOMIC instruction count metrics
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* LDS STORE, LDS LOAD, LDS ATOMIC bandwidth metrics
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* LDS FIFO full rate
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* Sequencer -> TA ADDR Stall rates
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* Sequencer -> TA CMD Stall rates
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* Sequencer -> TA DATA Stall rates
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* L1 latencies
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* L2 latencies
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* L2 to EA stalls
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* L2 to EA stalls per channel
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* Roofline support for RHEL 10
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* Roofline support for MI350 series architecture
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* Setting ROCPROF=rocprofiler-sdk environment variable will use rocprofiler-sdk C++ library instead of rocprofv3 python script
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* Add --rocprofiler-sdk-library-path runtime option to choose the path to rocprofiler-sdk library to be used
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### Changed
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* Change the default rocprof version to v3 when environment variable "ROCPROF" is not set
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* Change the rocprof version for unit tests to rocprofv3 on all SoCs except MI100
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* Change normal_unit default to per_kernel
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* Change dependency from rocm-smi to amd-smi
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* Decrease profiling time by not collecting counters not used in post analysis
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* Update definition of following metrics for MI 350:
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* VGPR Writes
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* Total FLOPs (consider fp6 and fp4 ops)
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### Resolved issues
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* Fixed option specs-correction
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* Fixed kernel name and kernel dispatch filtering when using rocprof v3
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* Fixed not collecting TCC channel counters in rocprof v3
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### Known issues
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* GPU id filtering is not supported when using rocprof v3
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* Analysis of previously collected workload data will not work due to sysinfo.csv schema change
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* As a workaround, run the profiling operation again for the workload and interrupt the process after ten seconds.
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Followed by copying the `sysinfo.csv` file from the new data folder to the old one.
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This assumes your system specification hasn't changed since the creation of the previous workload data.
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* Analysis of new workloads might require providing shader/memory clock speed using
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--specs-correction operation if `amd-smi` or `rocminfo` does not provide clock speeds.
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### Removed
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* Roofline support for Ubuntu 20.04 and SLES below 15.6
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## ROCm Compute Profiler 3.1.0 for ROCm 6.4.0
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### Added
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* Roofline support for Ubuntu 24.04
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* Experimental support rocprofv3 (not enabled as default)
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### Resolved issues
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* Fixed PoP of VALU Active Threads
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* Workaround broken mclk for old version of rocm-smi
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## ROCm Compute Profiler 3.0.0 for ROCm 6.3.0
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### Changed
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* Renamed Omniperf to ROCm Compute Profiler (#475)
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## Omniperf 2.0.1 for ROCm 6.2.1
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### Changed
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* enable rocprofv1 for MI300 hardware (#391)
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* refactoring and updating documemtation (#362, #394, #398, #414, #420)
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* branch renaming and workflow updates (#389, #404, #409)
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* bug fix for analysis output
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* add dependency checks on application launch (#393)
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* patch for profiling multi-process/multi-GPU applications (#376, #396)
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* packaging updates (#386)
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* rename CHANGES to CHANGELOG.md (#410)
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* rollback Grafana version in Dockerfile for Angular plugin compatibility (#416)
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* enable CI triggers for Azure CI (#426)
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* add GPU model distinction for MI300 systems (#423)
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* new MAINTAINERS.md guide for omniperf publishing procedures (#402)
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### Optimized
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* reduced running time of Omniperf when profiling (#384)
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* console logging improvements
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## Omniperf 2.0.1 for ROCm 6.2.0
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### Added
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* new option to force hardware target via `OMNIPERF_ARCH_OVERRIDE` global (#370)
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* CI/CD support for MI300 hardware (#373)
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* support for MI308X hardware (#375)
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### Optimized
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* cmake build improvements (#374)
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## Omniperf 2.0.0 (17 May 2024)
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* improved logging than spans all modes (#177) (#317) (#335) (#341)
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* overhauled CI/CD that spans all modes (#179)
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* extensible SoC classes to better support adding new hardware configs (#180)
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* --kernel-verbose no longer overwrites kernel names (#193)
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* general cleanup and improved organization of source code (#200) (#210)
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* separate requirement files for docs and testing dependencies (#205) (#262) (#358)
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* add support for MI300 hardware (#231)
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* upgrade Grafana assets and build script to latest release (#235)
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* update minimum ROCm and Python requirements (#277)
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* sort rocprofiler input files prior to profiling (#304)
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* new --quiet option will suppress verbose output and show a progress bar (#308)
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* roofline support for Ubuntu 22.04 (#319)
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## Omniperf 1.1.0-PR1 (13 Oct 2023)
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* standardize headers to use 'avg' instead of 'mean'
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* add color code thresholds to standalone gui to match grafana
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* modify kernel name shortener to use cpp_filt (#168)
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* enable stochastic kernel dispatch selection (#183)
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* patch grafana plugin module to address a known issue in the latest version (#186)
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* enhanced communication between analyze mode kernel flags (#187)
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## Omniperf 1.0.10 (22 Aug 2023)
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* critical patch for detection of llvm in rocm installs on SLURM systems
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## Omniperf 1.0.9 (17 Aug 2023)
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* add units to L2 per-channel panel (#133)
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* new quickstart guide for Grafana setup in docs (#135)
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* more detail on kernel and dispatch filtering in docs (#136, #137)
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* patch manual join utility for ROCm >5.2.x (#139)
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* add % of peak values to low level speed-of-light panels (#140)
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* patch critical bug in Grafana by removing a deprecated plugin (#141)
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* enhancements to KernelName demangeler (#142)
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* general metric updates and enhancements (#144, #155, #159)
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* add min/max/avg breakdown to instruction mix panel (#154)
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## Omniperf 1.0.8 (30 May 2023)
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* add `--kernel-names` option to toggle kernelName overlay in standalone roofline plot (#93)
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* remove unused python modules (#96)
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* fix empirical roofline calculation for single dispatch workloads (#97)
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* match color of arithmetic intensity points to corresponding bw lines
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* ux improvements in standalone GUI (#101)
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* enhanced readability for filtering dropdowns in standalone GUI (#102)
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* new logfile to capture rocprofiler output (#106)
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* roofline support for sles15 sp4 and future service packs (#109)
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* adding dockerfiles for all supported Linux distros
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* new examples for `--roof-only` and `--kernel` options added to documentation
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* enable cli analysis in Windows (#110)
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* optional random port number in standalone GUI (#111)
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* limit length of visible kernelName in `--kernel-names` option (#115)
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* adjust metric definitions (#117, #130)
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* manually merge rocprof runs, overriding default rocprofiler implementation (#125)
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* fixed compatibility issues with Python 3.11 (#131)
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## Omniperf 1.0.8-PR2 (17 Apr 2023)
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* ux improvements in standalone GUI (#101)
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* enhanced readability for filtering dropdowns in standalone GUI (#102)
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* new logfile to capture rocprofiler output (#106)
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* roofline support for sles15 sp4 and future service packs (#109)
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* adding dockerfiles for all supported Linux distros
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* new examples for `--roof-only` and `--kernel` options added to documentation
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## Omniperf 1.0.8-PR1 (13 Mar 2023)
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* add `--kernel-names` option to toggle kernelName overlay in standalone roofline plot (#93)
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* remove unused python modules (#96)
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* fix empirical roofline calculation for single dispatch workloads (#97)
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* match color of arithmetic intensity points to corresponding bw lines
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## Omniperf 1.0.7 (21 Feb 2023)
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* update documentation (#52, #64)
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* improved detection of invalid command line arguments (#58, #76)
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* enhancements to standalone roofline (#61)
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* enable Omniperf on systems with X-server (#62)
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* raise minimum version requirement for rocm (#64)
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* enable baseline comparison in CLI analysis (#65)
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* add multi-normalization to new metrics (#68, #81)
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* support alternative profilers (#70)
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* add MI100 configs to override rocprofiler's incomplete default (#75)
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* improve error message when no GPU(s) detected (#85)
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* separate CI tests by Linux distro and add status badges
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## Omniperf 1.0.6 (21 Dec 2022)
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* CI update: documentation now published via github action (#22)
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* better error detection for incomplete ROCm installs (#56)
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## Omniperf 1.0.5 (13 Dec 2022)
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* store application command-line parameters in profiling output (#27)
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* enable additional normalizations in CLI mode (#30)
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* add missing ubuntu 20.04 roofline binary to packaging (#34)
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* update L1 bandwidth metric calculations (#36)
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* add L1 <-> L2 bandwidth calculation (#37)
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* documentation updates (#38, #41)
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* enhanced subprocess logging to identify critical errors in rocprofiler (#50)
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* maintain git sha in production installs from tarball (#53)
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## Omniperf 1.0.4 (11 Nov 2022)
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* update python requirements.txt with minimum versions for numpy and pandas
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* addition of progress bar indicator in web-based GUI (#8)
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* reduced default content for web-based GUI to reduce load times (#9)
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* minor packaging and CI updates
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* variety of documentation updates
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* added an optional argument to vcopy.cpp workload example to specify device id
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## Omniperf 1.0.3 (07 Nov 2022)
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* initial Omniperf release
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