mirror of
https://github.com/ROCm/composable_kernel.git
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8eb4d67f9b
* docs(README): update readme with new build instructions
* feat(grouped_gemm): add support back for non persistent kernel
* refactor(grouped_gemm): simplify tensor creation
* refactor(grouped_gemm): Persistance is now GemmConfig value for easier management
* chore(grouped_gemm): add print statements to ease debugging
* WIP(grouped_gemm): add grouped_gemm_preshuffle example and update CMake configuration
* fix(tile_gemm_traits): change default value of Preshuffle_ from 0 to false for clarity
* WIP(grouped_gemm): add dummy variables to compile the preshuffle pipelines
* chore(grouped_gemm): add print statements and variables to debug numerical error with preshuffle
* style: clang format work so far
* BUG!(grouped_gemm_kernel.hpp): figured out a potential bug in for numerical errors in preshuffle pipeline
* fix(grouped_gemm_kernel): add function in the kernel code to dynamically calculate tail_number resolving numerical errors
* refactor(gemm_presuffle): make preshuffle pipeline v2 compatible with operator () calls from grouped gemm
* chore(grouped_gemm): add/remove debug comments and debug print statements
* feat(grouped_gemm): integrate preshuffle pipeline v2 into grouped gemm for all supported shapes
* chore(gemm_profile): add new argument combinations
* fix: branch cleanup, formatting, refactoring
* fix: branch cleanup, formatting, refactoring
* chore(changelog): update changelog to reflect new featuer
* address review comments & nit
[ROCm/composable_kernel commit: e279e9420e]
113 lines
3.1 KiB
Bash
Executable File
113 lines
3.1 KiB
Bash
Executable File
#!/bin/bash
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BIN=./bin/tile_example_gemm_weight_preshuffle
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PREC=fp8
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VERBOSITY=2
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# List of all (m, n, k) triplets
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ARGS_LIST=(
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"1 2048 5120"
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"1 5120 1024"
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"2 2048 5120"
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"2 5120 1024"
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"3 2048 5120"
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"3 5120 1024"
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"4 2048 5120"
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"4 5120 1024"
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"5 2048 5120"
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"5 5120 1024"
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"6 2048 5120"
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"6 5120 1024"
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"7 2048 5120"
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"7 5120 1024"
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"8 2048 5120"
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"8 5120 1024"
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"9 2048 5120"
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"9 5120 1024"
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"10 2048 5120"
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"10 5120 1024"
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"11 2048 5120"
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"11 5120 1024"
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"12 2048 5120"
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"12 5120 1024"
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"13 2048 5120"
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"13 5120 1024"
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"14 2048 5120"
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"14 5120 1024"
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"15 2048 5120"
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"15 5120 1024"
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"16 64 128"
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"16 64 256"
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"16 2048 5120"
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"16 5120 1024"
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"512 768 640"
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"1024 1792 896"
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"1536 2816 1152"
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"2048 5120 1024"
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"2048 5120 8192"
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"2048 7168 8192"
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"2048 8192 3584"
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"16384 7168 8192"
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"16384 8192 3584"
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)
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# Output file
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OUTPUT_FILE="gemm_profile_results.csv"
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# Output header
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echo "m,n,k,Pipeline,Time_ms,TFlops,GBps,Verification" > "$OUTPUT_FILE"
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# Loop over each argument set
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for args in "${ARGS_LIST[@]}"; do
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read -r m n k <<< "$args"
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echo "Testing: m=$m, n=$n, k=$k"
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OUTPUT=$($BIN -m=$m -n=$n -k=$k -prec=$PREC -v=$VERBOSITY 2>/dev/null)
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# Extract pipeline information
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# Format: "Launching kernel with args: gemm_fp8_pipeline_AGmemBGmemCRegV2_128x256x256x256_16x16x128_16x16_0x0x0"
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PIPELINE=$(echo "$OUTPUT" | grep "Launching kernel with args:" | sed -n 's/.*Launching kernel with args: \(.*\)/\1/p')
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# Extract TFlops and GB/s from the output
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# Format: "Run Gemm kernel with M=3840 N=4096 K=2048 ... : 0.042338 ms, 1521.67 TFlops, 1126.89 GB/s,"
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PERF_LINE=$(echo "$OUTPUT" | grep "TFlops")
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# Extract verification result
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# Format: "The GPU verification result is:correct" (note: no space after colon)
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VERIFICATION=$(echo "$OUTPUT" | grep "The GPU verification result is:" | sed -n 's/.*The GPU verification result is:\(.*\)/\1/p')
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if [ -n "$PERF_LINE" ]; then
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# Extract execution time in ms
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TIME_MS=$(echo "$PERF_LINE" | grep -o '[0-9]\+\.[0-9]\+ ms' | grep -o '[0-9]\+\.[0-9]\+')
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# Extract TFlops value - more robust regex
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TFLOPS=$(echo "$PERF_LINE" | grep -o '[0-9]\+\.[0-9]\+ TFlops' | grep -o '[0-9]\+\.[0-9]\+')
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# Extract GB/s value - more robust regex
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GBPS=$(echo "$PERF_LINE" | grep -o '[0-9]\+\.[0-9]\+ GB/s' | grep -o '[0-9]\+\.[0-9]\+')
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# Use extracted pipeline or default if not found
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if [ -z "$PIPELINE" ]; then
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PIPELINE="gemm_basic"
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fi
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# Print to terminal
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echo " Pipeline: $PIPELINE"
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echo " Time: ${TIME_MS} ms"
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echo " TFlops: ${TFLOPS}"
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echo " GB/s: ${GBPS}"
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echo " Verification: ${VERIFICATION:-N/A}"
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# Save to CSV file
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echo "$m,$n,$k,$PIPELINE,$TIME_MS,$TFLOPS,$GBPS,$VERIFICATION" >> "$OUTPUT_FILE"
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else
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echo " ERROR: Could not parse performance data"
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echo ""
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echo "$m,$n,$k,$PIPELINE,,,,$VERIFICATION" >> "$OUTPUT_FILE"
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fi
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done
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echo "=========================================="
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echo "Profile completed!"
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echo "Results saved to: $OUTPUT_FILE"
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echo "Total tests run: ${#ARGS_LIST[@]}"
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echo "==========================================" |