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[release/2.5] Enabled force_shape_pad for test_pad_mm and test_slice_mm_bandwidth_computation #1755

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[release/2.5] Enabled force_shape_pad for test_pad_mm and test_slice_mm_bandwidth_computation #1755

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a7daa96
Enabled force_shape_pad for test_pad_mm
iupaikov-amd Nov 28, 2024
8c1c08b
Added forced padding for test_slice_mm_bandwidth_computation
iupaikov-amd Nov 28, 2024
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4 changes: 3 additions & 1 deletion test/inductor/test_kernel_benchmark.py
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Original file line number Diff line number Diff line change
Expand Up @@ -369,7 +369,9 @@ def f(a, b, c):
self.check_bandwidth(compiled_module, "0.006")

@expectedFailureXPU
@config.patch(max_autotune=True, max_autotune_gemm_backends="TRITON")
@inductor_config.patch(max_autotune=True,
max_autotune_gemm_backends="TRITON",
force_shape_pad=True)
def test_slice_mm_bandwidth_computation(self):
M, N, K = 1000, 2000, 3000

Expand Down
36 changes: 27 additions & 9 deletions test/inductor/test_pad_mm.py
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Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,9 @@ def setUp(self):
if not is_big_gpu(0):
return self.skipTest("Need a big GPU to run max_autotune=True")

@inductor_config.patch(max_autotune=True, max_autotune_gemm_backends="TRITON")
@inductor_config.patch(max_autotune=True,
max_autotune_gemm_backends="TRITON",
force_shape_pad=True)
def test_pad_mm_dyn_m(self):
M = 40
K1 = 581
Expand Down Expand Up @@ -53,7 +55,9 @@ def forward(self, a):
FileCheck().check(f"K = {aligned_k}").run(code)
self.assertEqual(res1, res2)

@inductor_config.patch(max_autotune=True, max_autotune_gemm_backends="TRITON")
@inductor_config.patch(max_autotune=True,
max_autotune_gemm_backends="TRITON",
force_shape_pad=True)
def test_cat_pad_mm_dyn_m(self):
M1 = 128
M2 = 40
Expand Down Expand Up @@ -88,7 +92,9 @@ def forward(self, a, b):
FileCheck().check(f"K = {aligned_k}").run(code)
self.assertEqual(res1, res2)

@inductor_config.patch(max_autotune=True, max_autotune_gemm_backends="TRITON")
@inductor_config.patch(max_autotune=True,
max_autotune_gemm_backends="TRITON",
force_shape_pad=True)
def test_pad_mm_dyn_n(self):
M = 20
K = 81
Expand All @@ -115,7 +121,9 @@ def forward(self, a, b):
FileCheck().check(f"K = {aligned_k}").run(code)
self.assertEqual(res1, res2)

@inductor_config.patch(max_autotune=True, max_autotune_gemm_backends="TRITON")
@inductor_config.patch(max_autotune=True,
max_autotune_gemm_backends="TRITON",
force_shape_pad=True)
def test_pad_mm_dyn_k(self):
M = 21
K = 80
Expand Down Expand Up @@ -182,7 +190,9 @@ def addmm(x, a, b):
b = torch.randn(10, 100).cuda()
self.assertEqual(torch.compile(addmm)(x, a, b), addmm(x, a, b))

@inductor_config.patch(max_autotune=True, max_autotune_gemm_backends="TRITON")
@inductor_config.patch(max_autotune=True,
max_autotune_gemm_backends="TRITON",
force_shape_pad=True)
def test_pad_bmm_dyn_b(self):
B = 10
M = 128
Expand Down Expand Up @@ -211,7 +221,9 @@ def forward(self, a, b):
FileCheck().check(f"K = {aligned_k}").run(code)
self.assertEqual(res1, res2)

@inductor_config.patch(max_autotune=True, max_autotune_gemm_backends="TRITON")
@inductor_config.patch(max_autotune=True,
max_autotune_gemm_backends="TRITON",
force_shape_pad=True)
def test_pad_bmm_dyn_k(self):
B = 10
M = 128
Expand Down Expand Up @@ -240,7 +252,9 @@ def forward(self, a, b):
FileCheck().check(f"N = {aligned_n}").run(code)
self.assertEqual(res1, res2)

@inductor_config.patch(max_autotune=True, max_autotune_gemm_backends="TRITON")
@inductor_config.patch(max_autotune=True,
max_autotune_gemm_backends="TRITON",
force_shape_pad=True)
def test_pad_bmm_dyn_bm(self):
B = 10
M = 128
Expand Down Expand Up @@ -270,7 +284,9 @@ def forward(self, a, b):
FileCheck().check(f"N = {aligned_n}").run(code)
self.assertEqual(res1, res2)

@inductor_config.patch(max_autotune=True, max_autotune_gemm_backends="TRITON")
@inductor_config.patch(max_autotune=True,
max_autotune_gemm_backends="TRITON",
force_shape_pad=True)
def test_pad_addmm_dyn_m(self):
M = 128
K = 33
Expand Down Expand Up @@ -299,7 +315,9 @@ def forward(self, a, b, c):
FileCheck().check(f"K = {aligned_k}").run(code)
self.assertEqual(res1, res2)

@inductor_config.patch(max_autotune=True, max_autotune_gemm_backends="TRITON")
@inductor_config.patch(max_autotune=True,
max_autotune_gemm_backends="TRITON",
force_shape_pad=True)
def test_pad_addmm_dyn_mn(self):
M = 128
K = 33
Expand Down