Hanchen Ye
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18e5f434bb
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[QoREstimation] fix bugs and incorrect behaviors in the implementation; [Passes] add some TODOs
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2020-12-17 17:05:26 -06:00 |
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Hanchen Ye
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512c842908
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[QoREstimator] thoroughly rewrite the estimator with new strategy and structure
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2020-12-17 06:10:48 -06:00 |
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Hanchen Ye
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fac1498067
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[LoopPipelining] move automatic flattening to this pass; [QoREstimation] support AffineIfOp estimation, know issue: dependencies between load/store operations should be considered in scheduling
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2020-12-14 23:41:08 -06:00 |
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Hanchen Ye
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93b5a2641e
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[QoREstimation] support dep-aware II calculation (#4)
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2020-12-14 20:48:59 -06:00 |
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Hanchen Ye
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2307b0141f
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[QoREstimation] restructure qor estimator
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2020-12-14 16:24:36 -06:00 |
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Hanchen Ye
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3f6d8e8560
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[Passes] small bugs fixed; remove HLSCppAnalyzer; insert-pipeline-pragma to loop-pipelining
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2020-12-14 13:45:13 -06:00 |
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Hanchen Ye
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c24b418c4a
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[InsertPipelinePragma] move loop unrolling and canonicalization to this pass; inner loops of the pipelined loop are automatically fully unrolled now
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2020-12-14 12:58:15 -06:00 |
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Hanchen Ye
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31ce83be83
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[RemoveVarLoopBound] simplify impl logic; [QoREstimation] update to FuncOp pass, remove op-latency configuration
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2020-12-13 22:07:04 -06:00 |
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Hanchen Ye
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142ffadd14
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[Passes] change target operation from ModuleOp to FuncOp if possible
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2020-12-13 19:39:33 -06:00 |
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Hanchen Ye
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77683ee618
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[EmitHLSCpp] fix bugs in ArrayOp emission, this time the issue is completely solved by adding alias in addName() method
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2020-12-13 17:36:01 -06:00 |
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Hanchen Ye
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2456efc28d
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[SplitFunction] update to support legalized dataflow; [HLSKernelBufferize] update logic using TensorToMemRefOp
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2020-12-13 14:50:35 -06:00 |
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Hanchen Ye
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7cfd343dd4
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[LegalizeDataflow] impl of this pass, currently only support HLSKernel CNNOps
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2020-12-13 11:51:10 -06:00 |
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Hanchen Ye
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4e163d6edc
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[LegalizeDataflow] start of this pass; [HLSKernel] add CopyOp and lowering
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2020-12-11 00:10:58 -06:00 |
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Hanchen Ye
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2ab2a84b13
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[EmitHLSCpp] fix a bug in TensorLoadOp and ArrayOp emission
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2020-12-10 23:31:06 -06:00 |
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Hanchen Ye
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0414489dfd
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[HLSKernelBufferize] impl of this pass; a known issue is the unused return tensor can not be eliminated
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2020-12-10 22:55:05 -06:00 |
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Hanchen Ye
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1f740b15f7
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[HLSKernel] update CNNOps verifiers; [BenchmarkGen] fix bugs in CNNOps generation
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2020-12-10 19:07:11 -06:00 |
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Hanchen Ye
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cbc7573c16
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[BenchmarkGen] generate CNN benchmarks using tensors for passing hidden feature maps; this is for the covenience of dataflow analysis
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2020-12-10 18:46:12 -06:00 |
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Hanchen Ye
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fa105e1746
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[HLSKernel] support tensor output for CNNOps
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2020-12-10 17:33:59 -06:00 |
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Hanchen Ye
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3e1273803c
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[BenchmarkGen] support bypass path for CNN benchmark gen
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2020-12-10 16:26:16 -06:00 |
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Hanchen Ye
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26cf81a103
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[SplitFunction] impl of this pass; [EmitHLSCpp] fix bugs in AddAlias method
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2020-12-10 01:02:20 -06:00 |
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Hanchen Ye
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6b5d682df1
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[ConvertToHLSCpp] support defining top function; [EmitHLSCpp] support to emit interface pragmas according to whether the current function is top function or not
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2020-12-09 18:59:00 -06:00 |
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Hanchen Ye
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a17a1abeda
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[EmitHLSCpp] support CallOp emission; fixed a bug when emitting scalar s_axilite interface
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2020-12-09 17:24:49 -06:00 |
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Hanchen Ye
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b01d469bf3
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[SplitFunction] start of split-function pass
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2020-12-09 13:04:51 -06:00 |
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Hanchen Ye
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cbadc8f831
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[Samples] add array-partition into ablation study; [ArrayPartition] support AffineStoreOp; bug fixes in EmitHLSCpp and ConvertToHLSCpp
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2020-12-08 12:35:44 -06:00 |
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Hanchen Ye
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6a504e576a
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[EmitHLSCpp] update ArrayOp emission logic
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2020-12-07 23:32:51 -06:00 |
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Hanchen Ye
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f9bf38240e
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[ArrayPartition] impl of this pass; note that due to the insufficient AffineExpr simplification mechanism in MLIR, this pass can't handle too complicated cases
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2020-12-07 23:24:15 -06:00 |
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Hanchen Ye
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03b2695fe7
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[Samples] fix bugs in ablation study script
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2020-12-07 13:06:43 -06:00 |
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Hanchen Ye
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89eadd6102
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[Samples] support output test result summary
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2020-12-07 12:09:34 -06:00 |
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Hanchen Ye
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cf364bb5e0
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[Readme] update ablation study part
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2020-12-07 00:12:27 -06:00 |
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Hanchen Ye
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a06d34e837
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[ArrayPartition] start of array partition pass
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2020-12-07 00:03:51 -06:00 |
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Hanchen Ye
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7cb98f3a87
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[Samples] add ablation test script; update Readme; bug fix in InsertPipelinePragma
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2020-12-06 23:48:20 -06:00 |
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Hanchen Ye
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939f01cd05
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[InsertPipelinePragma] imple of this pass; support to specify the insertion level
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2020-12-05 23:53:18 -06:00 |
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Hanchen Ye
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1ba479f1e6
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[RemoveValLoopBound] impl this pass; only support single-dim variable upper bound
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2020-12-05 23:26:58 -06:00 |
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Hanchen Ye
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a57f014e6b
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[PartialAffineLoopTile] add the impl of this pass
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2020-12-05 21:18:49 -06:00 |
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Hanchen Ye
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1996c05840
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[AffineLoopPerfection] support variable lower/upper loop bound; start of test cases of Transform/AffineLoopPerfection and benchmark-gen
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2020-12-05 00:31:14 -06:00 |
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Hanchen Ye
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8be4fd1211
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[AffineLoopPerfection] add this new pass: now only support sequential nested loop and constant loop bound
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2020-12-04 23:24:16 -06:00 |
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Hanchen Ye
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1fa7700ae8
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[Conversion] update all conversion passes definition to TableGen
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2020-12-04 18:34:24 -06:00 |
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Hanchen Ye
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b499026303
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[HLSKernelToAffine] update lowering of all ops
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2020-12-04 17:47:47 -06:00 |
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Hanchen Ye
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2ddf317e95
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[BenchmarkGen] fix a small bug
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2020-12-03 14:11:03 -06:00 |
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Hanchen Ye
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fc1443e90a
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[HLSKernelToAffine] update TrmmOp lowering; update all BLASOps test cases
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2020-12-03 14:03:09 -06:00 |
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Hanchen Ye
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7ec04a909a
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[Samples] add a script for reporting HLS result for the test cases under test/Conversion/HLSKernelToAffine; remove unrelated files
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2020-12-02 18:54:59 -06:00 |
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Hanchen Ye
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e66887f5aa
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[BenchmarkGen] update cnn-config.ini comments
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2020-12-01 23:45:56 -06:00 |
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Hanchen Ye
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41b5cb32a8
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[BenchmarkGen] update CNN benchmarkGen, now all kernels and biases become function arguments
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2020-12-01 23:37:28 -06:00 |
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Hanchen Ye
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7d9ee1b965
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[BenchmarkGen] support more CNN generation config
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2020-12-01 22:58:19 -06:00 |
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Hanchen Ye
|
a8a6d639e1
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[HLSKernel] CNNOps verifiers (#16)
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2020-12-01 22:44:00 -06:00 |
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Hanchen Ye
|
192e3e3fd7
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[BenchmarkGen] support generating the last dense layer, and impl corresponding affine lowering (#15)
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2020-12-01 21:20:39 -06:00 |
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Hanchen Ye
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e5cd6673e7
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[BenchmarkGen] support generate CNN benchmarks without considering the last dense layer (#15)
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2020-12-01 18:31:23 -06:00 |
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Hanchen Ye
|
ea7b6a1495
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[HLSKernelToAffine] ConvOp lowering supports padding
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2020-12-01 13:03:43 -06:00 |
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Hanchen Ye
|
ac91499235
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[HLSKernelToAffine] rewrite SymmOp lowering with if statement
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2020-12-01 11:22:35 -06:00 |
|
Hanchen Ye
|
ac4f3725d1
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[HLSKernelToAffine] impl of SyrkOp, Syr2kOp, and TrmmOp lowering
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2020-12-01 00:49:50 -06:00 |