[DRAFT] Slice operator tiling improvement

.github/workflows/ci-deeploy-testing.yml

@@ -40,19 +40,19 @@ jobs:
         include:
           - name: fail-input0
             platform: Generic
-            test: testTypeInferenceDifferentTypes
+            test: Others/TypeInference
             type_map: "A=int8_t B=int8_t C=int8_t"
             offset_map: "A=0 B=0 C=0"
             shouldFail: true
           - name: fail-input2
             platform: Generic
-            test: testTypeInferenceDifferentTypes
+            test: Others/TypeInference
             type_map: "A=int16_t B=int8_t C=int16_t"
             offset_map: "A=0 B=0 C=0"
             shouldFail: true
           - name: pass
             platform: Generic
-            test: testTypeInferenceDifferentTypes
+            test: Others/TypeInference
             type_map: "A=int16_t B=int8_t C=int32_t"
             offset_map: "A=0 B=0 C=0"
             shouldFail: false

.github/workflows/ci-deeploy.yml

@@ -60,10 +60,10 @@ jobs:
         shell: bash
         run: |
           cd DeeployTest
-          python testMVP.py -t Tests/CCT/CCT_1_16_16_8 -p Siracusa --defaultMemLevel=L2 --l1=64000 --l2=75000 --memAllocStrategy=MiniMalloc
-          python testMVP.py -t Tests/CCT/CCT_1_16_16_8 -p Siracusa --defaultMemLevel=L2 --l1=64000 --l2=60000 --memAllocStrategy=MiniMalloc --shouldFail
-          python testMVP.py -t Tests/CCT/CCT_1_16_16_8 -p Siracusa --defaultMemLevel=L2 --l1=64000 --l2=90000 --memAllocStrategy=TetrisRandom
-          python testMVP.py -t Tests/CCT/CCT_1_16_16_8 -p Siracusa --defaultMemLevel=L2 --l1=64000 --l2=75000 --memAllocStrategy=TetrisRandom --shouldFail
+          python testMVP.py -t Tests/Models/CCT/FP32/CCT_1_16_16_8 -p Siracusa --defaultMemLevel=L2 --l1=64000 --l2=75000 --memAllocStrategy=MiniMalloc
+          python testMVP.py -t Tests/Models/CCT/FP32/CCT_1_16_16_8 -p Siracusa --defaultMemLevel=L2 --l1=64000 --l2=60000 --memAllocStrategy=MiniMalloc --shouldFail
+          python testMVP.py -t Tests/Models/CCT/FP32/CCT_1_16_16_8 -p Siracusa --defaultMemLevel=L2 --l1=64000 --l2=90000 --memAllocStrategy=TetrisRandom
+          python testMVP.py -t Tests/Models/CCT/FP32/CCT_1_16_16_8 -p Siracusa --defaultMemLevel=L2 --l1=64000 --l2=75000 --memAllocStrategy=TetrisRandom --shouldFail
 
   deeploy-state-serialization:
     needs: select-env
@@ -82,10 +82,10 @@ jobs:
         shell: bash
         run: |
           cd DeeployTest
-          python deeployStateEqualityTest.py -t ./Tests/simpleRegression -p QEMU-ARM
-          python deeployStateEqualityTest.py -t ./Tests/simpleRegression -p Siracusa
-          python deeployStateEqualityTest.py -t ./Tests/simpleRegression -p MemPool
-          python deeployStateEqualityTest.py -t ./Tests/simpleRegression -p Generic
+          python deeployStateEqualityTest.py -t ./Tests/Others/SimpleRegression -p QEMU-ARM
+          python deeployStateEqualityTest.py -t ./Tests/Others/SimpleRegression -p Siracusa
+          python deeployStateEqualityTest.py -t ./Tests/Others/SimpleRegression -p MemPool
+          python deeployStateEqualityTest.py -t ./Tests/Others/SimpleRegression -p Generic
 
   deeploy-memory-level-extension:
     needs: select-env
@@ -104,10 +104,10 @@ jobs:
         shell: bash
         run: |
           cd DeeployTest
-          python testMemoryLevelExtension.py -t ./Tests/simpleRegression -p QEMU-ARM
-          python testMemoryLevelExtension.py -t ./Tests/simpleRegression -p Siracusa
-          python testMemoryLevelExtension.py -t ./Tests/simpleRegression -p MemPool
-          python testMemoryLevelExtension.py -t ./Tests/simpleRegression -p Generic
+          python testMemoryLevelExtension.py -t ./Tests/Others/SimpleRegression -p QEMU-ARM
+          python testMemoryLevelExtension.py -t ./Tests/Others/SimpleRegression -p Siracusa
+          python testMemoryLevelExtension.py -t ./Tests/Others/SimpleRegression -p MemPool
+          python testMemoryLevelExtension.py -t ./Tests/Others/SimpleRegression -p Generic
 
   deeploy-tiler-extension:
     needs: select-env
@@ -126,14 +126,14 @@ jobs:
         shell: bash
         run: |
           cd DeeployTest
-          python testTilerExtension.py -p Siracusa -t ./Tests/simpleRegression
-          python testTilerExtension.py -p Siracusa -t ./Tests/simpleCNN
-          python testTilerExtension.py -p Siracusa -t ./Tests/testMatMul
-          python testTilerExtension.py -p Siracusa -t ./Tests/testMaxPool
-          python testTilerExtension.py -p Siracusa -t ./Tests/simpleRegression --l1 2000 --shouldFail
-          python testTilerExtension.py -p Siracusa -t ./Tests/simpleCNN --l1 2000 --shouldFail
-          python testTilerExtension.py -p Siracusa -t ./Tests/testMatMul --l1 2000 --shouldFail
-          python testTilerExtension.py -p Siracusa -t ./Tests/testMaxPool --l1 2000 --shouldFail
+          python testTilerExtension.py -p Siracusa -t ./Tests/Others/SimpleRegression
+          python testTilerExtension.py -p Siracusa -t ./Tests/Models/simpleCNN
+          python testTilerExtension.py -p Siracusa -t ./Tests/IntKernels/MatMul/regular
+          python testTilerExtension.py -p Siracusa -t ./Tests/IntKernels/MaxPool
+          python testTilerExtension.py -p Siracusa -t ./Tests/Others/SimpleRegression --l1 2000 --shouldFail
+          python testTilerExtension.py -p Siracusa -t ./Tests/Models/simpleCNN --l1 2000 --shouldFail
+          python testTilerExtension.py -p Siracusa -t ./Tests/IntKernels/MatMul/regular --l1 2000 --shouldFail
+          python testTilerExtension.py -p Siracusa -t ./Tests/IntKernels/MaxPool --l1 2000 --shouldFail
 
   deeploy-memory-allocation-extension:
     needs: select-env
@@ -152,12 +152,12 @@ jobs:
         shell: bash
         run: |
           cd DeeployTest
-          python testTilerExtension.py -p Siracusa -t ./Tests/simpleRegression
-          python testTilerExtension.py -p Siracusa -t ./Tests/simpleCNN
-          python testTilerExtension.py -p Siracusa -t ./Tests/miniMobileNet
-          python testTilerExtension.py -p Siracusa -t ./Tests/miniMobileNetv2
-          python testTilerExtension.py -p Siracusa -t ./Tests/testMatMul
-          python testTilerExtension.py -p Siracusa -t ./Tests/testMaxPool
+          python testTilerExtension.py -p Siracusa -t ./Tests/Others/SimpleRegression
+          python testTilerExtension.py -p Siracusa -t ./Tests/Models/simpleCNN
+          python testTilerExtension.py -p Siracusa -t ./Tests/Models/miniMobileNet
+          python testTilerExtension.py -p Siracusa -t ./Tests/Models/miniMobileNetv2
+          python testTilerExtension.py -p Siracusa -t ./Tests/IntKernels/MatMul/regular
+          python testTilerExtension.py -p Siracusa -t ./Tests/IntKernels/MaxPool
 
   deeploy-typing:
     needs: select-env
@@ -195,9 +195,9 @@ jobs:
         shell: bash
         run: |
           cd DeeployTest
-          python testPrintInputOutputTransformation.py -p Generic -t ./Tests/simpleRegression
-          python testPrintInputOutputTransformation.py -p Siracusa -t ./Tests/simpleRegression
-          python testDebugPrintPass.py -p Generic -t ./Tests/simpleRegression
+          python testPrintInputOutputTransformation.py -p Generic -t ./Tests/Others/SimpleRegression
+          python testPrintInputOutputTransformation.py -p Siracusa -t ./Tests/Others/SimpleRegression
+          python testDebugPrintPass.py -p Generic -t ./Tests/Others/SimpleRegression
 
   deeploy-regex-matching:
     needs: select-env

.github/workflows/ci-platform-chimera.yml

@@ -36,6 +36,6 @@ jobs:
       runner: ${{ needs.select-env.outputs.runner }}
       docker-image: ${{ needs.select-env.outputs.image }}
       test-names: |
-        Adder
+        IntKernels/Add/Regular
       simulators: |
         gvsoc

.github/workflows/ci-platform-cortexm.yml

@@ -36,17 +36,17 @@ jobs:
       runner: ${{ needs.select-env.outputs.runner }}
       docker-image: ${{ needs.select-env.outputs.image }}
       test-names: |
-        Adder
-        MultIO
-        test1DPad
-        test2DPad
-        testMatMul
-        testMatMulAdd
-        testMaxPool
-        testRQConv
-        testReduceSum
-        testReduceMean
-        testSlice
+        IntKernels/Add/Regular
+        IntKernels/Add/MultIO
+        IntKernels/Pad/1D
+        IntKernels/Pad/2D
+        IntKernels/MatMul/regular
+        IntKernels/MatMul/add
+        IntKernels/MaxPool
+        Others/RQConv
+        IntKernels/ReduceSum
+        IntKernels/ReduceMean
+        IntKernels/Slice
 
   cortexm-models:
     needs: select-env
@@ -55,5 +55,5 @@ jobs:
       runner: ${{ needs.select-env.outputs.runner }}
       docker-image: ${{ needs.select-env.outputs.image }}
       test-names: |
-        simpleRegression
-        WaveFormer
+        Others/SimpleRegression
+        Models/WaveFormer

.github/workflows/ci-platform-generic.yml

@@ -36,50 +36,89 @@ jobs:
       runner: ${{ needs.select-env.outputs.runner }}
       docker-image: ${{ needs.select-env.outputs.image }}
       test-names: |
-        Adder
-        MultIO
-        test1DConvolution
-        test2DConvolution
-        test1DDWConvolution
-        test2DDWConvolution
-        test1DPad
-        test2DPad
-        testGEMM
-        testMatMul
-        testMatMulAdd
-        testMaxPool
-        testRQConv
-        testRQMatMul
-        testReduceSum
-        testReduceMean
-        testSlice
-        testRequantizedDWConv
-        test2DRequantizedConv
-        iSoftmax
-        testFloatAdder
-        testFloatGEMM
-        testFloat2DConvolution
-        testFloat2DConvolutionBias
-        testFloat2DConvolutionZeroBias
-        testFloatLayerNorm
-        testFloatDiv
-        testFloat2DDWConvolution
-        testFloat2DDWConvolutionBias
-        testFloat2DDWConvolutionZeroBias
-        testFloatRelu
-        testFloatMaxPool
-        testFloatMatmul
-        testFloatReshapeWithSkipConnection
-        testFloatSoftmax
-        testFloatTranspose
-        testFloatMul
-        testFloatPowScalar
-        testFloatPowVector
-        testFloatSqrt
-        testFloatRMSNorm
-        Quant
-        Dequant
-        QuantizedLinear
+        FP32Kernels/Activations/ReLU
+        FP32Kernels/Activations/Softmax/Regular
+
+        FP32Kernels/Add/regular
+
+        FP32Kernels/Conv2D/DWBias
+        FP32Kernels/Conv2D/DWNoBias
+        FP32Kernels/Conv2D/DWZeroValuedBias
+
+        FP32Kernels/Conv2D/RegularBias
+        FP32Kernels/Conv2D/RegularNoBias
+        FP32Kernels/Conv2D/RegularZeroValuedBias
+
+        FP32Kernels/Div
+        FP32Kernels/GEMM/regular
+        FP32Kernels/MatMul
+        FP32Kernels/MaxPool
+        FP32Kernels/Mul
+
+        FP32Kernels/Norm/LayerNorm
+        FP32Kernels/Norm/RMSNorm
+
+        FP32Kernels/Pow/Scalar
+        FP32Kernels/Pow/Vector
+
+        FP32Kernels/ReduceMean/KeepDims/Add_ReduceMean
+        FP32Kernels/ReduceMean/KeepDims/Add_ReduceMean_Add
+        FP32Kernels/ReduceMean/KeepDims/AllAxes
+        FP32Kernels/ReduceMean/KeepDims/Axes1_2_3
+        FP32Kernels/ReduceMean/KeepDims/Axes1_3
+        FP32Kernels/ReduceMean/KeepDims/Axes2_1
+        FP32Kernels/ReduceMean/KeepDims/Axis0
+        FP32Kernels/ReduceMean/KeepDims/Axis2
+        FP32Kernels/ReduceMean/KeepDims/ReduceMean_Add
+
+        FP32Kernels/ReduceMean/NoKeepDims/Add_ReduceMean
+        FP32Kernels/ReduceMean/NoKeepDims/Add_ReduceMean_Add
+        FP32Kernels/ReduceMean/NoKeepDims/AllAxes
+        FP32Kernels/ReduceMean/NoKeepDims/Axes1_2_3
+        FP32Kernels/ReduceMean/NoKeepDims/Axes1_3
+        FP32Kernels/ReduceMean/NoKeepDims/Axes2_1
+        FP32Kernels/ReduceMean/NoKeepDims/Axis0
+        FP32Kernels/ReduceMean/NoKeepDims/Axis2
+        FP32Kernels/ReduceMean/NoKeepDims/ReduceMean_Add
+
+        FP32Kernels/SkipConnection/ReshapeWithSkipConnection
+        FP32Kernels/Sqrt
+        FP32Kernels/Transpose
+
+        IntKernels/Activations/Softmax/Regular
+
+        IntKernels/Add/MultIO
+        IntKernels/Add/Regular
+
+        IntKernels/Conv/1D/DW
+        IntKernels/Conv/1D/Regular
+
+        IntKernels/Conv/2D/DW
+        IntKernels/Conv/2D/Regular
+
+        IntKernels/GEMM
+
+        IntKernels/MatMul/add
+        IntKernels/MatMul/regular
+
+        IntKernels/MaxPool
+
+        IntKernels/Pad/1D
+        IntKernels/Pad/2D
+
+        IntKernels/ReduceMean
+        IntKernels/ReduceSum
+        IntKernels/Slice
+
+        Models/TinyViT/5M/Layers/FP32/ReduceMean
+
+        Others/Dequant
+        Others/Quant
+        Others/QuantizedLinear
+        Others/RequantizedConv2D
+        Others/RequantizedDWConv
+        Others/RQConv
+        Others/RQMatMul
 
   generic-models:
     needs: select-env
@@ -88,16 +127,20 @@ jobs:
       runner: ${{ needs.select-env.outputs.runner }}
       docker-image: ${{ needs.select-env.outputs.image }}
       test-names: |
-        simpleRegression
-        WaveFormer
-        simpleCNN
-        ICCT
-        ICCT_ITA
-        ICCT_8
-        ICCT_ITA_8
-        miniMobileNet
-        miniMobileNetv2
-        CCT/CCT_1_16_16_8
-        CCT/CCT_2_32_32_128_Opset20
-        testFloatDemoTinyViT
-        Autoencoder1D
+        Models/Autoencoder1D
+
+        Models/CCT/FP32/CCT_1_16_16_8
+        Models/CCT/FP32/CCT_2_32_32_128_Opset20
+        Models/CCT/Int/ICCT
+        Models/CCT/Int/ICCT_8
+        Models/CCT/Int/ICCT_ITA
+        Models/CCT/Int/ICCT_ITA_8
+
+        Models/miniMobileNet
+        Models/miniMobileNetv2
+
+        Models/simpleCNN
+        Models/TinyViT/Demo
+        Models/WaveFormer
+
+        Others/SimpleRegression