path	# lines of code
bitstream/positlib/PositQuireMathRTL.h	21
bitstream/positlib/PositMathCompareRTLStub.cl	29
bitstream/positlib/PositMathCompareRTL.h	11
bitstream/positlib/PositMathRTL.h	13
bitstream/positlib/PositQuireMathRTLStub.cl	58
bitstream/positlib/PositLibRTL.h	70
bitstream/positlib/PositMath.cl	159
bitstream/positlib/PositConvertRTL.h	6
bitstream/positlib/PositConv.cl	109
bitstream/positlib/PositConvertRTLStub.cl	15
bitstream/positlib/positlib.cl	12
bitstream/positlib/PositMM.cl	180
bitstream/positlib/PositMathCompare.cl	34
bitstream/positlib/PositConvert.cl	26
bitstream/positlib/PositMathRTLStub.cl	34
bitstream/positlib/Memory.cl	120
bitstream/build_xml.py	111
bitstream/loglib/LogMathCompare.cl	33
bitstream/loglib/LogMath.cl	156
bitstream/loglib/LogConv.cl	109
bitstream/loglib/LogConvert.cl	26
bitstream/loglib/LogMathRTL.h	9
bitstream/loglib/LogLinearMathRTL.h	12
bitstream/loglib/LogMathCompareRTLStub.cl	11
bitstream/loglib/LogConvertRTLStub.cl	13
bitstream/loglib/LogMathCompareRTL.h	7
bitstream/loglib/LogMathRTLStub.cl	22
bitstream/loglib/LogLinearMathRTLStub.cl	31
bitstream/loglib/loglib.cl	12
bitstream/loglib/LogLibRTL.h	66
bitstream/loglib/LogMM.cl	194
bitstream/loglib/LogConvertRTL.h	6
bitstream/loglib/Memory.cl	120
py/run_fpga_resnet.py	70
py/examine_resnet.py	75
py/fpga.py	29
py/fpga_resnet.py	243
py/validate.py	121
cpp/layers/NLLLoss.cpp	137
cpp/layers/Linear.cpp	276
cpp/layers/Sigmoid.cpp	60
cpp/layers/ReLU.h	21
cpp/layers/LogSoftmax.cpp	122
cpp/layers/Conv2d.cpp	196
cpp/layers/Linear.h	70
cpp/layers/ReLU.cpp	46
cpp/layers/Sequential.h	45
cpp/layers/Layer.h	54
cpp/layers/Layer.cpp	66
cpp/layers/Sequential.cpp	157
cpp/layers/Add.h	29
cpp/layers/BatchNorm2d.h	31
cpp/layers/View.h	17
cpp/layers/View.cpp	29
cpp/layers/Sigmoid.h	21
cpp/layers/LogSoftmax.h	24
cpp/layers/Pool2d.cpp	97
cpp/layers/BatchNorm2d.cpp	87
cpp/layers/Pool2d.h	41
cpp/layers/Add.cpp	69
cpp/layers/Conv2d.h	78
cpp/layers/NLLLoss.h	31
cpp/utils/HostTensor.h	220
cpp/utils/Program.cpp	29
cpp/utils/OpenCLUtils.cpp	203
cpp/utils/Kernel.cpp	18
cpp/utils/CLDimTensor.h	224
cpp/utils/Event.h	30
cpp/utils/Context.cpp	109
cpp/utils/OpenCLUtils.h	28
cpp/utils/Context.h	53
cpp/utils/CLDimTensor-inl.h	533
cpp/utils/DeviceMem.h	132
cpp/utils/Queue.cpp	28
cpp/utils/Kernel.h	120
cpp/utils/Event.cpp	58
cpp/utils/Program.h	26
cpp/utils/HostTensor-inl.h	474
cpp/utils/CopyUtils.h	51
cpp/utils/CLTensor-inl.h	493
cpp/utils/CLTensor.h	132
cpp/utils/Tensor.h	79
cpp/utils/Queue.h	25
cpp/utils/MathUtils.h	15
cpp/FloatDefs.h	69
cpp/PythonInterface.cpp	190
cpp/ops/RoundOp.h	4
cpp/ops/PoolOp.h	4
cpp/ops/TensorMemory.cpp	161
cpp/ops/TensorConv.cpp	154
cpp/ops/TensorMemory.h	69
cpp/ops/TensorPrint.h	99
cpp/ops/TensorConv.h	56
cpp/ops/TensorConvert.h	35
cpp/ops/TensorMath.cpp	426
cpp/ops/TensorMath.h	160
cpp/TorchUtils.h	112
rtl/paper_syn/Waves_PaperLogFlatIntoFloatPETop.sv	119
rtl/paper_syn/PaperLogFlatPETop.sv	93
rtl/paper_syn/Waves_PaperIntegerSystolicGrid.sv	106
rtl/paper_syn/PaperIntegerPE.sv	43
rtl/paper_syn/Waves_PaperLogFlatPETop.sv	118
rtl/paper_syn/PaperIntegerPETop.sv	69
rtl/paper_syn/PaperLogPETop.sv	128
rtl/paper_syn/PaperPositPETop.sv	44
rtl/paper_syn/Waves_PaperLogPETop.sv	114
rtl/paper_syn/Waves_PaperFloatPETop.sv	85
rtl/paper_syn/Waves_PaperIntegerPETop.sv	59
rtl/paper_syn/Waves_PaperLogSystolicGrid.sv	133
rtl/paper_syn/PaperFloatPE.sv	23
rtl/paper_syn/PaperFloatPETop.sv	40
rtl/paper_syn/PaperLogFlatIntoFloatPETop.sv	85
rtl/paper_syn/PaperLogPE.sv	38
rtl/paper_syn/PaperLogSystolicGrid.sv	171
rtl/paper_syn/PaperIntegerSystolicGrid.sv	95
rtl/paper_syn/PaperPositPE.sv	63
rtl/utils/DividerFixedPoint.sv	44
rtl/utils/KulischConvertFixed.sv	106
rtl/utils/LFSR.sv	75
rtl/utils/LFSRTest.sv	50
rtl/utils/DividerFixedPointTest.sv	57
rtl/utils/DividerTest.sv	82
rtl/utils/ReduceOrTrailingBits.sv	15
rtl/utils/MSBArbiter.sv	24
rtl/utils/DebugFunctions.sv	17
rtl/utils/Add.sv	15
rtl/utils/ZeroPadLeft.sv	27
rtl/utils/PipelineRegister.sv	29
rtl/utils/Memory.sv	54
rtl/utils/KulischAccumulatorAdd.sv	80
rtl/utils/ShiftRightArithmetic.sv	16
rtl/utils/ShiftLeftStickyTest.sv	32
rtl/utils/ReduceOrTrailingBitsTest.sv	23
rtl/utils/RoundToNearestEven.sv	24
rtl/utils/Divider.sv	199
rtl/utils/KulischAccumulatorDivide.sv	75
rtl/utils/Functions_pkg.sv	90
rtl/utils/TrailingStickySelect.sv	31
rtl/utils/CountLeadingZerosTest.sv	34
rtl/utils/ZeroPadRight.sv	27
rtl/utils/ShiftRightStickyTest.sv	30
rtl/utils/CountLeadingZerosShiftLeft.sv	41
rtl/utils/FieldWrite.sv	27
rtl/utils/PartSelect.sv	27
rtl/utils/ShiftRightSticky.sv	82
rtl/utils/ShiftLeftSticky.sv	45
rtl/utils/Kulisch.sv	136
rtl/utils/OneHotToBinary.sv	28
rtl/utils/KulischDef_pkg.sv	31
rtl/utils/EndianByteSwap.sv	16
rtl/utils/Comparison_pkg.sv	8
rtl/utils/PartSelectReduceOr.sv	22
rtl/utils/KulischConvertFixedTest.sv	72
rtl/utils/CountLeadingZerosShiftLeftTest.sv	28
rtl/utils/ShiftLeft.sv	16
rtl/utils/FieldRead.sv	18
rtl/utils/EndianByteSwapTest.sv	15
rtl/utils/CountLeadingZeros.sv	100
rtl/utils/ShiftRegister.sv	28
rtl/utils/UtilsStubsForVCS.sv	32
rtl/posit/PositRoundHelper.sv	98
rtl/posit/PositRoundStochasticTest.sv	57
rtl/posit/PositFromFloat.sv	216
rtl/posit/PositMin.sv	23
rtl/posit/tools/FloatToPositTool.sv	55
rtl/posit/tools/PositProperties.sv	62
rtl/posit/PositScaleTest.sv	119
rtl/posit/QuireToPositTest.sv	351
rtl/posit/PositMultiplyTest.sv	133
rtl/posit/operators/PositConvert.sv	157
rtl/posit/operators/PositMathInstance.sv	109
rtl/posit/operators/PositConvertInstance.sv	65
rtl/posit/operators/PositMathCompare.sv	116
rtl/posit/operators/PositMathSpecial.sv	150
rtl/posit/operators/PositMath.sv	321
rtl/posit/operators/PositInstanceParams.sv	105
rtl/posit/operators/PositQuireMathInstance.sv	363
rtl/posit/operators/PositMathCompareInstance.sv	93
rtl/posit/operators/PositQuireMath.sv	444
rtl/posit/PositRoundStochastic.sv	105
rtl/posit/QuireAddTest.sv	99
rtl/posit/PositDecodeTest.sv	26
rtl/posit/lut_func/PositLUT_Exp.sv	16
rtl/posit/lut_func/PositLUT_Ln.sv	16
rtl/posit/lut_func/PositLUT.sv	20
rtl/posit/lut_func/PositLUT_Sqrt.sv	16
rtl/posit/lut_func/PositLUT_Inv.sv	16
rtl/posit/lut_func/PositLUTGenerator.sv	188
rtl/posit/lut_func/PositLUT_Sigmoid.sv	16
rtl/posit/PositFromFloatTest.sv	80
rtl/posit/PositEncodeTest.sv	37
rtl/posit/PositAddVersusQuireTest.sv	165
rtl/posit/PositDecode.sv	137
rtl/posit/PositDef_pkg.sv	96
rtl/posit/PositQuireMultiplyAddTest.sv	209
rtl/posit/PositQuireConvert.sv	65
rtl/posit/QuireToPosit.sv	209
rtl/posit/PositMultiply.sv	126
rtl/posit/PositRoundToNearestEvenTest.sv	62
rtl/posit/PositMax.sv	23
rtl/posit/PositAddTest.sv	143
rtl/posit/PositStubsForVCS.sv	209
rtl/posit/PositPacked.sv	46
rtl/posit/QuireDivideTest.sv	58
rtl/posit/PositCompareTest.sv	77
rtl/posit/PositEncode.sv	190
rtl/posit/PositAdd.sv	161
rtl/posit/PositCompare.sv	70
rtl/posit/PositQuireConvertTest.sv	91
rtl/posit/PositToFloatTest.sv	46
rtl/posit/PositToFloat.sv	99
rtl/posit/QuireAdd.sv	51
rtl/posit/PositMultiplyForQuire.sv	69
rtl/posit/PositDivideTest.sv	168
rtl/posit/PositUnpacked.sv	253
rtl/posit/QuireDef_pkg.sv	53
rtl/posit/PositDivide.sv	181
rtl/posit/PositRoundToNearestEven.sv	100
rtl/posit/PositRound.sv	65
rtl/float/FloatExpand.sv	110
rtl/float/KulischToFloat.sv	57
rtl/float/FloatContractTest.sv	91
rtl/float/FloatProperties.sv	30
rtl/float/FloatRoundStochastic.sv	66
rtl/float/tools/FloatToFloatTool.sv	47
rtl/float/FloatContract.sv	171
rtl/float/operators/FloatConvert.sv	208
rtl/float/FloatExpandTest.sv	82
rtl/float/FloatAddTest.sv	288
rtl/float/Float.sv	189
rtl/float/FloatMultiplyTest.sv	354
rtl/float/FloatRoundToNearestEven.sv	49
rtl/float/FloatAdd.sv	436
rtl/float/FloatMultiply.sv	309
rtl/float/FloatStubsForVCS.sv	101
rtl/float/FloatDef_pkg.sv	32
rtl/log/LogCompareTest.sv	108
rtl/log/LogMultiplyAdd.sv	45
rtl/log/LogToFloat.sv	31
rtl/log/tools/FloatToLogTool.sv	92
rtl/log/tools/LogProperties.sv	45
rtl/log/types/LogNumberUnpacked.sv	82
rtl/log/types/FloatSigned.sv	88
rtl/log/types/LogNumberCompact.sv	35
rtl/log/types/LogNumber.sv	87
rtl/log/operators/LogConvertInstance.sv	54
rtl/log/operators/LogMathCompareInstance.sv	32
rtl/log/operators/LogLinearMath.sv	247
rtl/log/operators/LogLinearMathInstance.sv	204
rtl/log/operators/LogMath.sv	219
rtl/log/operators/LogMathCompare.sv	66
rtl/log/operators/LogConvert.sv	125
rtl/log/operators/LogMathInstance.sv	114
rtl/log/operators/LogInstanceParams.sv	16
rtl/log/conversions/LogNumberUnpackedToFloatSigned.sv	36
rtl/log/conversions/FloatSignedToLog.sv	64
rtl/log/conversions/FloatSignedToLinearFixed.sv	45
rtl/log/conversions/FloatToFloatSignedTest.sv	134
rtl/log/conversions/LinearFixedToFloatSignedTest.sv	65
rtl/log/conversions/FloatSignedToLinearFixedTest.sv	55
rtl/log/conversions/LogNumberUnpackedToLogCompact.sv	66
rtl/log/conversions/LogCompactToLogUnpackedTest.sv	38
rtl/log/conversions/FloatSignedToFloat.sv	40
rtl/log/conversions/LogCompactToLogUnpacked.sv	31
rtl/log/conversions/FloatToFloatSigned.sv	162
rtl/log/conversions/LogNumberUnpackedToLogCompactTest.sv	92
rtl/log/conversions/LogNumberUnpackedToLogNumber.sv	39
rtl/log/conversions/LogNumberToLogNumberUnpacked.sv	27
rtl/log/conversions/LinearFixedToFloatSigned.sv	118
rtl/log/LogStubsForVCS.sv	67
rtl/log/LogAddTest.sv	48
rtl/log/LinearFixedToLogTest.sv	94
rtl/log/LogNumberUnpackedExtractTrailing.sv	26
rtl/log/LogCompare.sv	73
rtl/log/LogAddWithFloat.sv	49
rtl/log/LogAdd.sv	47
rtl/log/LogToLinearFixed.sv	32
rtl/log/LogMultiplyAddTest.sv	85
rtl/log/FloatSignedNarrow.sv	42
rtl/log/LogDef_pkg.sv	48
rtl/log/LinearFixedToLog.sv	83
rtl/log/LinearFixedToLogCompact.sv	50
rtl/log/FloatToLog.sv	55
rtl/log/LogMultiplyAddWithFloat.sv	45
rtl/log/LogMultiplyTest.sv	141
rtl/log/LogMultiply.sv	71
rtl/log/FloatSignedRoundToNearestEven.sv	48
rtl/log/luts/Log2LUT_8x8.sv	270
rtl/log/luts/Pow2LUT_5x8.sv	46
rtl/log/luts/Log2DeltaLUTTest.sv	34
rtl/log/luts/Pow2LUT.sv	42
rtl/log/luts/Pow2LUT_8x9.sv	270
rtl/log/luts/Pow2Map.sv	39
rtl/log/luts/Pow2LUT_5x9.sv	46
rtl/log/luts/Pow2DeltaLUT_10x11.sv	1038
rtl/log/luts/Pow2Mem.sv	31
rtl/log/luts/Pow2DeltaLUT.sv	37
rtl/log/luts/Pow2LUT_4x8.sv	30
rtl/log/luts/Log2DeltaLUT.sv	42
rtl/log/luts/Log2LUT_9x8.sv	526
rtl/log/luts/Log2LUT_5x7.sv	46
rtl/log/luts/Pow2DeltaLUT_4x8.sv	30
rtl/log/luts/Pow2LUT_10x11.sv	1038
rtl/log/luts/Log2LUT_8x7.sv	270
rtl/log/luts/Log2LUT_11x10.sv	2062
rtl/log/luts/Log2LUT_8x4.sv	270
rtl/log/luts/Log2DeltaLUT_11x10.sv	2062
rtl/log/luts/Pow2LUT_4x5.sv	30
rtl/log/luts/Log2DeltaLUT_8x7.sv	270
rtl/log/luts/FixedPoint.py	522
rtl/log/luts/Log2LUT_5x4.sv	46
rtl/log/luts/Pow2DeltaLUTTest.sv	34
rtl/log/luts/Log2DeltaLUT_5x7.sv	46
rtl/log/luts/Log2LUT_8x5.sv	270
rtl/log/luts/Log2Map.sv	30
rtl/log/luts/Pow2LUT_4x11.sv	30
rtl/log/luts/Pow2LUT_7x8.sv	142
rtl/log/luts/gen_tables.py	298
rtl/log/luts/Log2Mem.sv	31
rtl/log/luts/Pow2DeltaLUT_4x5.sv	30
rtl/log/luts/Log2LUT.sv	40