[rocRoller] Use shards to run tests in parallel instead of ctest.#4059
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[rocRoller] Use shards to run tests in parallel instead of ctest.#4059
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Pull request overview
This pull request replaces the existing ctest-based test execution approach with a new sharded test runner that uses Google Test and Catch2's native sharding capabilities to run tests in parallel.
Changes:
- Added a new Python script
run-tests-sharded.pythat runs Google Test and Catch2 tests in parallel shards using ProcessPoolExecutor - Modified the test command in Jenkins to use the new sharded test runner instead of ctest's parallel execution
- Increased parallelism from 8 threads to 16 shards
- Removed trailing whitespace in several lines of common.groovy
Reviewed changes
Copilot reviewed 2 out of 2 changed files in this pull request and generated 2 comments.
| File | Description |
|---|---|
| shared/rocroller/.jenkins/run-tests-sharded.py | New Python script that executes tests in parallel shards using Google Test and Catch2's native sharding features |
| shared/rocroller/.jenkins/common.groovy | Updated test command to use the new sharded test runner, increased parallelism to 16 shards, and cleaned up trailing whitespace |
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Generated Documentation |
Performance Report for gfx950-rocrollerResultsDetails@@ Significant (p-val <0.05) Performance Diffs @@
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- 0.15% | p=1.1856e-09
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 256, wave_m: 32, wave_n: 32, wave_k: 64, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 4, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: True, swizzleTileSize: {'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale: True, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=256, wave_m=32, wave_n=32, wave_k=64, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=4, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=True, swizzleTileSize={'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale=True, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.13% | p=1.7449e-03
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 256, mac_n: 256, mac_k: 128, wave_m: 16, wave_n: 16, wave_k: 128, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeightedSimple, prefetch: True, prefetchInFlight: 4, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: True, swizzleTileSize: {'m': 64, 'k': 16, 'n': 64, 'l': 16}, prefetchScale: True, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=256, mac_n=256, mac_k=128, wave_m=16, wave_n=16, wave_k=128, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeightedSimple', prefetch=True, prefetchInFlight=4, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=True, swizzleTileSize={'m': 64, 'k': 16, 'n': 64, 'l': 16}, prefetchScale=True, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.23% | p=8.1125e-14
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 256, mac_n: 256, mac_k: 128, wave_m: 32, wave_n: 32, wave_k: 64, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 4, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: True, swizzleTileSize: {'m': 64, 'k': 16, 'n': 64, 'l': 16}, prefetchScale: True, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=256, mac_n=256, mac_k=128, wave_m=32, wave_n=32, wave_k=64, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=4, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=True, swizzleTileSize={'m': 64, 'k': 16, 'n': 64, 'l': 16}, prefetchScale=True, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.05% | p=2.2558e-02
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: 0, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 256, wave_m: 16, wave_n: 16, wave_k: 128, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeightedSimple, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: True, swizzleTileSize: {'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale: True, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=0, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=256, wave_m=16, wave_n=16, wave_k=128, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeightedSimple', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=True, swizzleTileSize={'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale=True, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.21% | p=1.5737e-02
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: 0, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 256, wave_m: 16, wave_n: 16, wave_k: 128, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeightedSimple, prefetch: True, prefetchInFlight: 4, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: True, swizzleTileSize: {'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale: True, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=0, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=256, wave_m=16, wave_n=16, wave_k=128, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeightedSimple', prefetch=True, prefetchInFlight=4, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=True, swizzleTileSize={'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale=True, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.07% | p=1.4393e-04
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: 0, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 256, wave_m: 32, wave_n: 32, wave_k: 64, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 4, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: True, swizzleTileSize: {'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale: True, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=0, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=256, wave_m=32, wave_n=32, wave_k=64, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=4, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=True, swizzleTileSize={'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale=True, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.26% | p=4.4195e-90
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: 0, workgroupMappingValue: -1)| GEMM(mac_m: 256, mac_n: 256, mac_k: 128, wave_m: 32, wave_n: 32, wave_k: 64, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 4, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: True, swizzleTileSize: {'m': 64, 'k': 16, 'n': 64, 'l': 16}, prefetchScale: True, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=0, workgroupMappingValue=-1)GEMMSolution(mac_m=256, mac_n=256, mac_k=128, wave_m=32, wave_n=32, wave_k=64, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=4, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=True, swizzleTileSize={'m': 64, 'k': 16, 'n': 64, 'l': 16}, prefetchScale=True, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.19% | p=1.8501e-29
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [32, 8, 2], 'scaleShuffleTileB': [32, 8, 2], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: 0, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 256, wave_m: 32, wave_n: 32, wave_k: 64, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 4, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: True, swizzleTileSize: {'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale: True, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [32, 8, 2], 'scaleShuffleTileB': [32, 8, 2], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=0, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=256, wave_m=32, wave_n=32, wave_k=64, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=4, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=True, swizzleTileSize={'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale=True, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.20% | p=1.5737e-02
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [32, 8, 4], 'scaleShuffleTileB': [32, 8, 4], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: 0, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 256, wave_m: 16, wave_n: 16, wave_k: 128, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeightedSimple, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: True, swizzleTileSize: {'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale: True, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [32, 8, 4], 'scaleShuffleTileB': [32, 8, 4], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=0, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=256, wave_m=16, wave_n=16, wave_k=128, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeightedSimple', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=True, swizzleTileSize={'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale=True, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.13% | p=3.1823e-02
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [32, 8, 4], 'scaleShuffleTileB': [32, 8, 4], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: 0, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 256, wave_m: 16, wave_n: 16, wave_k: 128, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeightedSimple, prefetch: True, prefetchInFlight: 4, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: True, swizzleTileSize: {'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale: True, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [32, 8, 4], 'scaleShuffleTileB': [32, 8, 4], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=0, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=256, wave_m=16, wave_n=16, wave_k=128, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeightedSimple', prefetch=True, prefetchInFlight=4, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=True, swizzleTileSize={'m': 32, 'k': 8, 'n': 32, 'l': 8}, prefetchScale=True, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.08% | p=1.3068e-07
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [64, 4, 2], 'scaleShuffleTileB': [64, 4, 2], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: 0, workgroupMappingValue: -1)| GEMM(mac_m: 256, mac_n: 256, mac_k: 128, wave_m: 32, wave_n: 32, wave_k: 64, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 4, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: True, swizzleTileSize: {'m': 64, 'k': 16, 'n': 64, 'l': 16}, prefetchScale: True, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [64, 4, 2], 'scaleShuffleTileB': [64, 4, 2], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=0, workgroupMappingValue=-1)GEMMSolution(mac_m=256, mac_n=256, mac_k=128, wave_m=32, wave_n=32, wave_k=64, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=4, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=True, swizzleTileSize={'m': 64, 'k': 16, 'n': 64, 'l': 16}, prefetchScale=True, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.16% | p=3.4283e-07
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [64, 4, 4], 'scaleShuffleTileB': [64, 4, 4], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 256, wave_m: 16, wave_n: 16, wave_k: 128, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [2048, 8], padLDS_B: [2048, 8], scheduler: Priority, schedulerCost: LinearWeightedSimple, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToLDS, loadScale_B: BufferToLDS, swizzleScale: True, swizzleTileSize: {'m': 64, 'k': 4, 'n': 64, 'l': 4}, prefetchScale: True, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [64, 4, 4], 'scaleShuffleTileB': [64, 4, 4], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=256, wave_m=16, wave_n=16, wave_k=128, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[2048, 8], padLDS_B=[2048, 8], scheduler='Priority', schedulerCost='LinearWeightedSimple', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToLDS', loadScale_B='BufferToLDS', swizzleScale=True, swizzleTileSize={'m': 64, 'k': 4, 'n': 64, 'l': 4}, prefetchScale=True, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.11% | p=3.9666e-02
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [64, 4, 4], 'scaleShuffleTileB': [64, 4, 4], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 256, mac_n: 256, mac_k: 256, wave_m: 16, wave_n: 16, wave_k: 128, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeightedSimple, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 1, prefetchMixMemOps: False, loadScale_A: BufferToLDS, loadScale_B: BufferToLDS, swizzleScale: True, swizzleTileSize: {'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [64, 4, 4], 'scaleShuffleTileB': [64, 4, 4], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=256, mac_n=256, mac_k=256, wave_m=16, wave_n=16, wave_k=128, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeightedSimple', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=1, prefetchMixMemOps=False, loadScale_A='BufferToLDS', loadScale_B='BufferToLDS', swizzleScale=True, swizzleTileSize={'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.24% | p=2.0495e-53
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [64, 4, 4], 'scaleShuffleTileB': [64, 4, 4], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: 0, workgroupMappingValue: -1)| GEMM(mac_m: 256, mac_n: 256, mac_k: 128, wave_m: 16, wave_n: 16, wave_k: 128, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeightedSimple, prefetch: True, prefetchInFlight: 4, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: True, swizzleTileSize: {'m': 64, 'k': 16, 'n': 64, 'l': 16}, prefetchScale: True, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': True, 'scaleShuffleTileA': [64, 4, 4], 'scaleShuffleTileB': [64, 4, 4], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=0, workgroupMappingValue=-1)GEMMSolution(mac_m=256, mac_n=256, mac_k=128, wave_m=16, wave_n=16, wave_k=128, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeightedSimple', prefetch=True, prefetchInFlight=4, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=True, swizzleTileSize={'m': 64, 'k': 16, 'n': 64, 'l': 16}, prefetchScale=True, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.21% | p=2.6139e-41
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'SingleScale', 'scaleType_A': 'E8M0', 'scale_B': 'SingleScale', 'scaleType_B': 'E8M0', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 0.00999999978, scaleValue_B: 0.00999999978, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: 0, workgroupMappingValue: -1)| GEMM(mac_m: 256, mac_n: 256, mac_k: 128, wave_m: 16, wave_n: 16, wave_k: 128, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeightedSimple, prefetch: True, prefetchInFlight: 4, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'SingleScale', 'scaleType_A': 'E8M0', 'scale_B': 'SingleScale', 'scaleType_B': 'E8M0', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=0.00999999978, scaleValue_B=0.00999999978, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=0, workgroupMappingValue=-1)GEMMSolution(mac_m=256, mac_n=256, mac_k=128, wave_m=16, wave_n=16, wave_k=128, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeightedSimple', prefetch=True, prefetchInFlight=4, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.40% | p=7.8073e-26
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 128, wave_m: 16, wave_n: 16, wave_k: 128, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 4, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=128, wave_m=16, wave_n=16, wave_k=128, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=4, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.16% | p=2.6244e-05
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0, types: {'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: 1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 128, wave_m: 16, wave_n: 16, wave_k: 128, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: False, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 4, prefetchLDSFactor: 1, prefetchMixMemOps: True, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0, types={'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=128, wave_m=16, wave_n=16, wave_k=128, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=False, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=4, prefetchLDSFactor=1, prefetchMixMemOps=True, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.61% | p=5.6073e-19
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0.5, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 256, mac_n: 256, mac_k: 128, wave_m: 32, wave_n: 32, wave_k: 64, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 1, prefetchMixMemOps: False, loadScale_A: BufferToLDSViaVGPR, loadScale_B: BufferToLDSViaVGPR, swizzleScale: False, swizzleTileSize: {'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0.5, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=256, mac_n=256, mac_k=128, wave_m=32, wave_n=32, wave_k=64, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=1, prefetchMixMemOps=False, loadScale_A='BufferToLDSViaVGPR', loadScale_B='BufferToLDSViaVGPR', swizzleScale=False, swizzleTileSize={'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.54% | p=8.3809e-19
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0.5, types: {'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 256, mac_n: 256, mac_k: 128, wave_m: 32, wave_n: 32, wave_k: 64, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 2, prefetchMixMemOps: False, loadScale_A: BufferToLDSViaVGPR, loadScale_B: BufferToLDSViaVGPR, swizzleScale: False, swizzleTileSize: {'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0.5, types={'type_A': 'fp4', 'type_B': 'fp4', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=256, mac_n=256, mac_k=128, wave_m=32, wave_n=32, wave_k=64, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=2, prefetchMixMemOps=False, loadScale_A='BufferToLDSViaVGPR', loadScale_B='BufferToLDSViaVGPR', swizzleScale=False, swizzleTileSize={'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 1.30% | p=0.0000e+00
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0.5, types: {'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 256, mac_k: 128, wave_m: 16, wave_n: 16, wave_k: 128, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 2, prefetchMixMemOps: False, loadScale_A: BufferToLDSViaVGPR, loadScale_B: BufferToLDSViaVGPR, swizzleScale: False, swizzleTileSize: {'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0.5, types={'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=256, mac_k=128, wave_m=16, wave_n=16, wave_k=128, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=2, prefetchMixMemOps=False, loadScale_A='BufferToLDSViaVGPR', loadScale_B='BufferToLDSViaVGPR', swizzleScale=False, swizzleTileSize={'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.17% | p=8.1134e-14
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0.5, types: {'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 256, mac_n: 128, mac_k: 128, wave_m: 16, wave_n: 16, wave_k: 128, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 2, prefetchMixMemOps: False, loadScale_A: BufferToLDSViaVGPR, loadScale_B: BufferToLDSViaVGPR, swizzleScale: False, swizzleTileSize: {'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0.5, types={'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=256, mac_n=128, mac_k=128, wave_m=16, wave_n=16, wave_k=128, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=2, prefetchMixMemOps=False, loadScale_A='BufferToLDSViaVGPR', loadScale_B='BufferToLDSViaVGPR', swizzleScale=False, swizzleTileSize={'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.24% | p=6.1198e-17
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0.5, types: {'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 256, mac_n: 256, mac_k: 128, wave_m: 32, wave_n: 32, wave_k: 64, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 1, prefetchMixMemOps: False, loadScale_A: BufferToLDSViaVGPR, loadScale_B: BufferToLDSViaVGPR, swizzleScale: False, swizzleTileSize: {'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0.5, types={'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=256, mac_n=256, mac_k=128, wave_m=32, wave_n=32, wave_k=64, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=1, prefetchMixMemOps=False, loadScale_A='BufferToLDSViaVGPR', loadScale_B='BufferToLDSViaVGPR', swizzleScale=False, swizzleTileSize={'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.23% | p=1.8582e-22
| 3. FloatsGEMM(M: 4096, N: 4096, K: 32768, alpha: 2, beta: 0.5, types: {'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: 0, workgroupMappingValue: -1)| GEMM(mac_m: 256, mac_n: 256, mac_k: 128, wave_m: 32, wave_n: 32, wave_k: 64, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDS, load_B: BufferToLDS, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 1, prefetchMixMemOps: False, loadScale_A: BufferToLDSViaVGPR, loadScale_B: BufferToLDSViaVGPR, swizzleScale: False, swizzleTileSize: {'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=32768, alpha=2, beta=0.5, types={'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'Separate', 'scaleType_A': 'E8M0', 'scale_B': 'Separate', 'scaleType_B': 'E8M0', 'scaleBlockSize': 32, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=0, workgroupMappingValue=-1)GEMMSolution(mac_m=256, mac_n=256, mac_k=128, wave_m=32, wave_n=32, wave_k=64, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDS', load_B='BufferToLDS', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=1, prefetchMixMemOps=False, loadScale_A='BufferToLDSViaVGPR', loadScale_B='BufferToLDSViaVGPR', swizzleScale=False, swizzleTileSize={'m': 64, 'k': 8, 'n': 64, 'l': 8}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 1.13% | p=2.5347e-02
| 3. FloatsGEMM(M: 4096, N: 4096, K: 8192, alpha: 2, beta: 0.5, types: {'type_A': 'bf6', 'type_B': 'bf6', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 64, wave_b: 1, workgroup_size_x: 256, workgroup_size_y: 1, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=8192, alpha=2, beta=0.5, types={'type_A': 'bf6', 'type_B': 'bf6', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=64, wave_m=32, wave_n=32, wave_k=64, wave_b=1, workgroup_size_x=256, workgroup_size_y=1, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.88% | p=2.5347e-02
| 3. FloatsGEMM(M: 4096, N: 4096, K: 8192, alpha: 2, beta: 0.5, types: {'type_A': 'bf8', 'type_B': 'bf8', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 64, wave_b: 1, workgroup_size_x: 256, workgroup_size_y: 1, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=8192, alpha=2, beta=0.5, types={'type_A': 'bf8', 'type_B': 'bf8', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=64, wave_m=32, wave_n=32, wave_k=64, wave_b=1, workgroup_size_x=256, workgroup_size_y=1, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.66% | p=1.7451e-03
| 3. FloatsGEMM(M: 4096, N: 4096, K: 8192, alpha: 2, beta: 0.5, types: {'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 64, wave_b: 1, workgroup_size_x: 256, workgroup_size_y: 1, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=4096, N=4096, K=8192, alpha=2, beta=0.5, types={'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=64, wave_m=32, wave_n=32, wave_k=64, wave_b=1, workgroup_size_x=256, workgroup_size_y=1, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.23% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8192, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 256, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8192, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=256, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.08% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8192, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 256, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8192, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=256, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.56% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8192, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8192, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=64, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.47% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8192, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8192, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=64, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.81% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.36% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.74% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.50% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.23% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.54% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 128, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=128, mac_k=64, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.40% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 256, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=256, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.24% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 256, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=256, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 1.48% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.94% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.29% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 2, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=2, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 1.06% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.68% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.54% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 1.34% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=64, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.85% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=64, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.51% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=64, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.52% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 128, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=128, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 1.23% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 128, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 2, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=128, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=2, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.28% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 128, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=128, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 1.77% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 128, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=128, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.23% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 128, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=128, mac_k=64, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.54% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 128, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=128, mac_k=64, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.32% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 128, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=128, mac_k=64, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.35% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 256, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=256, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 1.08% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 256, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=256, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.62% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 256, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=256, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.19% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.39% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.36% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 256, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=256, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 1.51% | p=2.5347e-02
| 3. FloatsGEMM(M: 8448, N: 8448, K: 128, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 256, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Sequential, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=8448, N=8448, K=128, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=256, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Sequential', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx950', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 1.25% | p=1.7451e-03
| CodeGen(instCount: 40000, instructions: complex_mi_with_coop)| CodeGen() | CodeGen(instCount: 40000, instructions: complex_mi_with_coop)
|
Resource Report for gfx950-rocrollerResultsDetails✔️ No Resource Usage Changes ✔️ |
Performance Report for gfx12ResultsDetails@@ Significant (p-val <0.05) Performance Diffs @@
====================================================================================================
+ 0.07% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8192, alpha: 2, beta: 0.5, types: {'type_A': 'bf16', 'type_B': 'bf16', 'type_C': 'bf16', 'type_D': 'bf16', 'type_acc': 'bf16', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 64, wave_m: 16, wave_n: 16, wave_k: 16, wave_b: 1, workgroup_size_x: 64, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Cooperative, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx1201', 'Xnack': False, 'Sramecc': False}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8192, alpha=2, beta=0.5, types={'type_A': 'bf16', 'type_B': 'bf16', 'type_C': 'bf16', 'type_D': 'bf16', 'type_acc': 'bf16', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=64, wave_m=16, wave_n=16, wave_k=16, wave_b=1, workgroup_size_x=64, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Cooperative', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx1201', 'Xnack': False, 'Sramecc': False}, matchMemoryAccess=True, version='')
- 0.16% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8192, alpha: 2, beta: 0.5, types: {'type_A': 'bf16', 'type_B': 'bf16', 'type_C': 'bf16', 'type_D': 'bf16', 'type_acc': 'bf16', 'trans_A': 'T', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 64, wave_m: 16, wave_n: 16, wave_k: 16, wave_b: 1, workgroup_size_x: 64, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Sequential, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx1201', 'Xnack': False, 'Sramecc': False}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8192, alpha=2, beta=0.5, types={'type_A': 'bf16', 'type_B': 'bf16', 'type_C': 'bf16', 'type_D': 'bf16', 'type_acc': 'bf16', 'trans_A': 'T', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=64, wave_m=16, wave_n=16, wave_k=16, wave_b=1, workgroup_size_x=64, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Sequential', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx1201', 'Xnack': False, 'Sramecc': False}, matchMemoryAccess=True, version='')
- 0.13% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8192, alpha: 2, beta: 0.5, types: {'type_A': 'fp8', 'type_B': 'bf8', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 64, wave_m: 16, wave_n: 16, wave_k: 16, wave_b: 1, workgroup_size_x: 64, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx1201', 'Xnack': False, 'Sramecc': False}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8192, alpha=2, beta=0.5, types={'type_A': 'fp8', 'type_B': 'bf8', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=64, wave_m=16, wave_n=16, wave_k=16, wave_b=1, workgroup_size_x=64, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx1201', 'Xnack': False, 'Sramecc': False}, matchMemoryAccess=True, version='')
- 0.18% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8192, alpha: 2, beta: 0.5, types: {'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 64, wave_m: 16, wave_n: 16, wave_k: 16, wave_b: 1, workgroup_size_x: 64, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Cooperative, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx1201', 'Xnack': False, 'Sramecc': False}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8192, alpha=2, beta=0.5, types={'type_A': 'fp8', 'type_B': 'fp8', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=64, wave_m=16, wave_n=16, wave_k=16, wave_b=1, workgroup_size_x=64, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Cooperative', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx1201', 'Xnack': False, 'Sramecc': False}, matchMemoryAccess=True, version='')
- 0.12% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8192, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 64, wave_m: 16, wave_n: 16, wave_k: 16, wave_b: 1, workgroup_size_x: 64, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Cooperative, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx1201', 'Xnack': False, 'Sramecc': False}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8192, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=64, wave_m=16, wave_n=16, wave_k=16, wave_b=1, workgroup_size_x=64, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Cooperative', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx1201', 'Xnack': False, 'Sramecc': False}, matchMemoryAccess=True, version='')
+ 4.56% | p=5.6994e-05
| CodeGen(instCount: 40000, instructions: comments)| CodeGen() | CodeGen(instCount: 40000, instructions: comments)
+ 4.17% | p=5.6994e-05
| CodeGen(instCount: 40000, instructions: complex_mi_with_coop)| CodeGen() | CodeGen(instCount: 40000, instructions: complex_mi_with_coop)
+ 3.78% | p=5.6994e-05
| CodeGen(instCount: 40000, instructions: simple_mi)| CodeGen() | CodeGen(instCount: 40000, instructions: simple_mi)
|
Resource Report for gfx12ResultsDetails✔️ No Resource Usage Changes ✔️ |
perfci run on commit 3a8db8c |
Performance Report for gfx942ResultsDetails@@ Significant (p-val <0.05) Performance Diffs @@
====================================================================================================
+ 0.26% | p=1.7451e-03
| 3. FloatsGEMM(M: 256, N: 256, K: 16384, alpha: 2, beta: 0.5, types: {'type_A': 'float', 'type_B': 'float', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 2, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=256, N=256, K=16384, alpha=2, beta=0.5, types={'type_A': 'float', 'type_B': 'float', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=64, wave_m=32, wave_n=32, wave_k=2, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.03% | p=2.5347e-02
| 3. FloatsGEMM(M: 3072, N: 4096, K: 4096, alpha: 2, beta: 0.5, types: {'type_A': 'float', 'type_B': 'float', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 2, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=3072, N=4096, K=4096, alpha=2, beta=0.5, types={'type_A': 'float', 'type_B': 'float', 'type_C': 'float', 'type_D': 'float', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'N', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=64, wave_m=32, wave_n=32, wave_k=2, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.09% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8192, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: False, numWGs: 0, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8192, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'T', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=64, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=False, numWGs=0, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.62% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.14% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.36% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.50% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 1.65% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 128, mac_n: 64, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=128, mac_n=64, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 1.02% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 128, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=128, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.59% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 128, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=128, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.21% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 128, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=128, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 2.22% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 128, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=128, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 2.08% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 128, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=128, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 1.25% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 128, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=128, mac_k=64, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.54% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 256, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=256, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.36% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 256, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=256, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.34% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 256, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=256, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.20% | p=2.5347e-02
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 256, mac_k: 32, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=256, mac_k=32, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.69% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 1.48% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 16, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: True, prefetchInFlight: 2, prefetchLDSFactor: 2, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: False, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=16, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=True, prefetchInFlight=2, prefetchLDSFactor=2, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=False, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
- 0.40% | p=1.7451e-03
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: False, streamKTwoTileDPFirst: True, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=64, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=False, streamKTwoTileDPFirst=True, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
+ 0.53% | p=5.6994e-05
| 3. FloatsGEMM(M: 7680, N: 8448, K: 8448, alpha: 2, beta: 0.5, types: {'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A: 1, scaleValue_B: 1, initMode_A: DataInitMode(Bounded), initMode_B: DataInitMode(Bounded), initMode_C: DataInitMode(Bounded), workgroupMappingDim: -1, workgroupMappingValue: -1)| GEMM(mac_m: 64, mac_n: 64, mac_k: 64, wave_m: 32, wave_n: 32, wave_k: 8, wave_b: 1, workgroup_size_x: 128, workgroup_size_y: 2, workgroupRemapXCC: False, workgroupRemapXCCValue: -1, unroll_x: 0, unroll_y: 0, load_A: BufferToLDSViaVGPR, load_B: BufferToLDSViaVGPR, storeLDS_D: True, betaInFma: True, padLDS_A: [0, 0], padLDS_B: [0, 0], scheduler: Priority, schedulerCost: LinearWeighted, prefetch: False, prefetchInFlight: 0, prefetchLDSFactor: 0, prefetchMixMemOps: False, loadScale_A: BufferToVGPR, loadScale_B: BufferToVGPR, swizzleScale: False, swizzleTileSize: {'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale: False, pretileScale: False, streamK: True, numWGs: 304, streamKTwoTile: True, streamKTwoTileDPFirst: False, architecture: {'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess: True, version: ) | GEMMProblem(M=7680, N=8448, K=8448, alpha=2, beta=0.5, types={'type_A': 'half', 'type_B': 'half', 'type_C': 'half', 'type_D': 'half', 'type_acc': 'float', 'trans_A': 'N', 'trans_B': 'T', 'scale_A': 'None', 'scaleType_A': 'None', 'scale_B': 'None', 'scaleType_B': 'None', 'scaleBlockSize': -1, 'scaleSkipPermlane': False, 'scaleShuffleTileA': [], 'scaleShuffleTileB': [], 'scalePreTileA': [], 'scalePreTileB': []}, scaleValue_A=1, scaleValue_B=1, initMode_A='DataInitMode(Bounded)', initMode_B='DataInitMode(Bounded)', initMode_C='DataInitMode(Bounded)', workgroupMappingDim=-1, workgroupMappingValue=-1)GEMMSolution(mac_m=64, mac_n=64, mac_k=64, wave_m=32, wave_n=32, wave_k=8, wave_b=1, workgroup_size_x=128, workgroup_size_y=2, workgroupRemapXCC=False, workgroupRemapXCCValue=-1, unroll_x=0, unroll_y=0, load_A='BufferToLDSViaVGPR', load_B='BufferToLDSViaVGPR', storeLDS_D=True, betaInFma=True, padLDS_A=[0, 0], padLDS_B=[0, 0], scheduler='Priority', schedulerCost='LinearWeighted', prefetch=False, prefetchInFlight=0, prefetchLDSFactor=0, prefetchMixMemOps=False, loadScale_A='BufferToVGPR', loadScale_B='BufferToVGPR', swizzleScale=False, swizzleTileSize={'m': 0, 'k': 0, 'n': 0, 'l': 0}, prefetchScale=False, pretileScale=False, streamK=True, numWGs=304, streamKTwoTile=True, streamKTwoTileDPFirst=False, architecture={'ArchString': 'gfx942', 'Xnack': False, 'Sramecc': True}, matchMemoryAccess=True, version='')
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Resource Report for gfx942ResultsDetails✔️ No Resource Usage Changes ✔️ |
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Sorry for the review noise. I believe I "rebased local commits" when doing a "git pull" onto my workstation. Somehow this caused github to ask for all the reviews! I am closing this PR and will re-open another one. |
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This PR runs google-tests and catch2-tests manually (using shards) instead of using ctest.
This should significantly reduce the number of HIP device related API calls (like hipGetDevice etc); and generally speed up testing as new processes do not need to be spun up. We suspect that segfaults observed previously may have been related to excessive HSA runtime calls running concurrently.
The number of cores available is auto detected using
nproc(which respectscgroupsetc). Then,nproc/2shards are run by default. On gfx1201 we limit this to 8 regardless of the number of cores. Each shard may use up to 2 OMP/OPENBLAS threads. Google-test shards are run first, then catch2, then any remaining tests are run usingctestwith a modest number of cores (sopytestetc).