From 0fafe22222d6d7699d9ec55ef326e8cc70030cb0 Mon Sep 17 00:00:00 2001
From: Hashim Sharif <hsharif3@tyler.cs.illinois.edu>
Date: Mon, 6 Apr 2020 17:15:04 -0500
Subject: [PATCH] Adding unit tests for sampling and baseline for 1*1 filter
---
.../dnn_sources/src/test_ops.cc | 63 ++++++++++++++++++-
1 file changed, 61 insertions(+), 2 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 56ceb6a5af..a58f4b1d47 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
@@ -659,16 +659,72 @@ void testSampling2(){
printTensorValues(res);
+
+ fillTensorWithVal(filter, 2);
+
// Start from offset 1 completely failing
void* res2 = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 1, 1, 2, 0);
printTensorValues(res2);
+
+ fillTensorWithVal(filter, 2);
+ // NOTE -- even after reinitializing --- error remains - this is indicative of input corruption
+
// Results are strange. Are filters being overwritten?
- void* res3 = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 1, 1, 2, 1);
+ void* res3 = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1);
+
+ printTensorValues(res3);
+
+}
+
+
+
+void testSampling3(){
+
+ printf("***** TestingSampling3 ***** \n\n");
+ Tensor* input = (Tensor*) create4DTensor(CUDNN_DATA_FLOAT, CUDNN_TENSOR_NCHW, 1, 9, 2, 2);
+ fillTensorWithVal(input, 2);
+ //fillWithOnesAndTwos(input);
+
+ Tensor* filter = (Tensor*) create4DTensor(CUDNN_DATA_FLOAT, CUDNN_TENSOR_NCHW, 4, 9, 1, 1);
+ fillTensorWithVal(filter, 2);
+
+
+ // BASELINE : expected result -- 36, 36, 36, ...
+ void* res1 = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1);
+
+ printTensorValues(res1);
+ printf ("\n");
+
+ // BASELINE: expected result - 32, 32, 32,
+ void* res2 = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 1, 1, 2, 0);
+
+ printTensorValues(res2);
+ printf ("\n");
+
+ void* res3 = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 1, 1, 3, 0);
printTensorValues(res3);
+ printf ("\n");
+
+ void* res4 = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 1, 1, 3, 1);
+
+ printTensorValues(res4);
+ printf ("\n");
+
+ void* res5 = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 1, 1, 4, 0);
+
+ printTensorValues(res5);
+ printf ("\n");
+
+ void* res6 = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 1, 1, 4, 1);
+
+ printTensorValues(res6);
+ printf ("\n");
+
+
}
@@ -708,7 +764,7 @@ int main(){
//testSampleFilter();
- //testPerforation();
+ testPerforation();
// testPerforation2();
@@ -719,6 +775,9 @@ int main(){
testSampling2();
+
+ testSampling3();
+
stopProfiling();
--
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