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@ -78,12 +78,13 @@ def avg_pool2D_forward_naive(x,
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class TestPool2d_Op(OpTest):
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def setUp(self):
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self.op_type = "pool2d"
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self.use_cudnn = False
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self.use_mkldnn = False
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self.dtype = np.float32
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self.init_test_case()
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self.init_global_pool()
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self.init_op_type()
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self.init_kernel_type()
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self.init_pool_type()
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self.init_ceil_mode()
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if self.global_pool:
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@ -131,8 +132,8 @@ class TestPool2d_Op(OpTest):
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self.strides = [1, 1]
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self.paddings = [0, 0]
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def init_op_type(self):
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self.op_type = "pool2d"
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def init_kernel_type(self):
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pass
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def init_pool_type(self):
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self.pool_type = "avg"
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@ -152,9 +153,6 @@ class TestCase1(TestPool2d_Op):
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self.strides = [1, 1]
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self.paddings = [0, 0]
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def init_op_type(self):
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self.op_type = "pool2d"
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def init_pool_type(self):
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self.pool_type = "avg"
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self.pool2D_forward_naive = avg_pool2D_forward_naive
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@ -170,9 +168,6 @@ class TestCase2(TestPool2d_Op):
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self.strides = [1, 1]
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self.paddings = [1, 1]
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def init_op_type(self):
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self.op_type = "pool2d"
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def init_pool_type(self):
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self.pool_type = "avg"
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self.pool2D_forward_naive = avg_pool2D_forward_naive
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@ -182,27 +177,18 @@ class TestCase2(TestPool2d_Op):
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class TestCase3(TestPool2d_Op):
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def init_op_type(self):
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self.op_type = "pool2d"
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def init_pool_type(self):
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self.pool_type = "max"
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self.pool2D_forward_naive = max_pool2D_forward_naive
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class TestCase4(TestCase1):
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def init_op_type(self):
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self.op_type = "pool2d"
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def init_pool_type(self):
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self.pool_type = "max"
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self.pool2D_forward_naive = max_pool2D_forward_naive
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class TestCase5(TestCase2):
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def init_op_type(self):
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self.op_type = "pool2d"
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def init_pool_type(self):
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self.pool_type = "max"
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self.pool2D_forward_naive = max_pool2D_forward_naive
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@ -210,15 +196,13 @@ class TestCase5(TestCase2):
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#--------------------test pool2d--------------------
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class TestCUDNNCase1(TestPool2d_Op):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_cudnn = True
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self.op_type = "pool2d"
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class TestFP16CUDNNCase1(TestPool2d_Op):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_cudnn = True
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self.op_type = "pool2d"
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self.dtype = np.float16
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def test_check_output(self):
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@ -229,15 +213,13 @@ class TestFP16CUDNNCase1(TestPool2d_Op):
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class TestCUDNNCase2(TestCase1):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_cudnn = True
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self.op_type = "pool2d"
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class TestFP16CUDNNCase2(TestCase1):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_cudnn = True
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self.op_type = "pool2d"
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self.dtype = np.float16
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def test_check_output(self):
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@ -248,15 +230,13 @@ class TestFP16CUDNNCase2(TestCase1):
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class TestCUDNNCase3(TestCase2):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_cudnn = True
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self.op_type = "pool2d"
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class TestFP16CUDNNCase3(TestCase2):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_cudnn = True
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self.op_type = "pool2d"
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self.dtype = np.float16
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def test_check_output(self):
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@ -267,15 +247,13 @@ class TestFP16CUDNNCase3(TestCase2):
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class TestCUDNNCase4(TestCase3):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_cudnn = True
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self.op_type = "pool2d"
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class TestFP16CUDNNCase4(TestCase3):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_cudnn = True
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self.op_type = "pool2d"
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self.dtype = np.float16
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def test_check_output(self):
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@ -286,15 +264,13 @@ class TestFP16CUDNNCase4(TestCase3):
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class TestCUDNNCase5(TestCase4):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_cudnn = True
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self.op_type = "pool2d"
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class TestFP16CUDNNCase5(TestCase4):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_cudnn = True
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self.op_type = "pool2d"
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self.dtype = np.float16
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def test_check_output(self):
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@ -305,15 +281,13 @@ class TestFP16CUDNNCase5(TestCase4):
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class TestCUDNNCase6(TestCase5):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_cudnn = True
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self.op_type = "pool2d"
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class TestFP16CUDNNCase6(TestCase5):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_cudnn = True
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self.op_type = "pool2d"
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self.dtype = np.float16
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def test_check_output(self):
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@ -345,39 +319,33 @@ class TestCeilModeCase4(TestCase2):
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#--------------------test pool2d MKLDNN--------------------
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class TestMKLDNNCase1(TestPool2d_Op):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_mkldnn = True
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self.op_type = "pool2d"
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class TestMKLDNNCase2(TestCase1):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_mkldnn = True
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self.op_type = "pool2d"
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class TestMKLDNNCase3(TestCase2):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_mkldnn = True
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self.op_type = "pool2d"
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class TestMKLDNNCase4(TestCase3):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_mkldnn = True
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self.op_type = "pool2d"
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class TestMKLDNNCase5(TestCase4):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_mkldnn = True
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self.op_type = "pool2d"
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class TestMKLDNNCase6(TestCase5):
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def init_op_type(self):
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def init_kernel_type(self):
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self.use_mkldnn = True
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self.op_type = "pool2d"
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if __name__ == '__main__':
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