From abd63b0e06320ba17795b90f2519614c8e6c251e Mon Sep 17 00:00:00 2001
From: Hashim Sharif <hsharif3@tyler.cs.illinois.edu>
Date: Tue, 7 Apr 2020 01:10:01 -0500
Subject: [PATCH] Pushing latest unit test source - with tests for baseline
FP32 FP16
---
.../dnn_sources/src/test_ops.cc | 65 ++++++++++++++-----
1 file changed, 47 insertions(+), 18 deletions(-)
diff --git a/llvm/projects/hpvm-tensor-rt/dnn_sources/src/test_ops.cc b/llvm/projects/hpvm-tensor-rt/dnn_sources/src/test_ops.cc
index 14a8f2924c..29733fd58b 100644
--- a/llvm/projects/hpvm-tensor-rt/dnn_sources/src/test_ops.cc
+++ b/llvm/projects/hpvm-tensor-rt/dnn_sources/src/test_ops.cc
@@ -689,12 +689,38 @@ void testSamplingCalls(void* input, void* filter,
printf("\n\n\n\**Test -- pad_h = %d pad_w = %d stride_h = %d stride_w = %d skip_every = %d offset= %d \n\n",
pad_h, pad_w, stride_h, stride_w, skip_every, offset);
+
+
+ void* res_exact = tensorConvolution(input, filter, pad_h, pad_w,
+ stride_h, stride_w,
+ 1, 1);
+
+ printf ("tensorConvolution Result :");
+ printTensorValues(res_exact);
+
+
+ void* res_exact2 = tensorConvApprox(input, filter, pad_h, pad_w,
+ stride_h, stride_w,
+ 1, 1, 1, 1, 1, 1);
+
+ printf ("\nBaseline Result :");
+ printTensorValues(res_exact2);
+
+
+ void* res_exact3 = tensorConvApproxHalf2(input, filter, pad_h, pad_w,
+ stride_h, stride_w,
+ 1, 1, 1, 1, 1, 1);
+ convertToFP32((struct Tensor*) res_exact3);
+
+ printf ("\nFP16_Baseline Result :");
+ printTensorValues(res_exact3);
+
void* res_sim = tensorConvSampSim(input, filter, pad_h, pad_w,
stride_h, stride_w,
1, 1, skip_every, offset);
- printf ("ConvSampSim Result :");
+ printf ("\nConvSampSim Result :");
printTensorValues(res_sim);
@@ -703,7 +729,7 @@ void testSamplingCalls(void* input, void* filter,
1, 1, 1, 1, skip_every, offset);
- printf ("ConvApprox Result :");
+ printf ("\nConvApprox Result :");
printTensorValues(res);
@@ -713,7 +739,7 @@ void testSamplingCalls(void* input, void* filter,
convertToFP32((struct Tensor*) res_half);
- printf ("ConvApproxHalf2 Result :");
+ printf ("\nConvApproxHalf2 Result :");
printTensorValues(res_half);
}
@@ -735,6 +761,24 @@ void testSampling_3_3(){
Tensor* filter = (Tensor*) create4DTensor(CUDNN_DATA_FLOAT, CUDNN_TENSOR_NCHW, 1, 3, 3, 3);
fillTensorWithVal(filter, 1);
+
+
+ float* host_ptr = (float*) ((struct Tensor*) filter)->host_data;
+ host_ptr[0] = 2;
+ host_ptr[2] = 2;
+ host_ptr[4] = 2;
+ host_ptr[6] = 2;
+ host_ptr[8] = 2;
+ host_ptr[10] = 2;
+ host_ptr[12] = 2;
+ host_ptr[14] = 2;
+ host_ptr[16] = 2;
+ host_ptr[18] = 2;
+ host_ptr[20] = 2;
+ host_ptr[22] = 2;
+ host_ptr[24] = 2;
+ host_ptr[26] = 2;
+
testSamplingCalls(input, filter, 0, 0, 1, 1, 2);
@@ -761,21 +805,6 @@ void testSampling_3_3(){
/*
- float* host_ptr = (float*) ((struct Tensor*) filter)->host_data;
- host_ptr[0] = 2;
- host_ptr[2] = 2;
- host_ptr[4] = 2;
- host_ptr[6] = 2;
- host_ptr[8] = 2;
- host_ptr[10] = 2;
- host_ptr[12] = 2;
- host_ptr[14] = 2;
- host_ptr[16] = 2;
- host_ptr[18] = 2;
- host_ptr[20] = 2;
- host_ptr[22] = 2;
- host_ptr[24] = 2;
- host_ptr[26] = 2;
//printTensorValues(input);
void* res = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1);
--
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