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[Vulkan] Vulkan backend supports Call::reinterpret and vectorized comparison. #3795

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merged 1 commit into from
Aug 30, 2019

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ajtulloch
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See unit test. This allows us to generate vectorized code for common pointwise operations, which is helpful on some platforms. For e.g. Metal, this lowers to select(true, false, cond), glsl to the vectorized versions, etc. This fixes a bug where we'd unconditionally set the result type of comparison operations to a scalar boolean, which leads to failures downstream.

From the SPIR-V specification, vectorized selections (and comparisons) are explicitly supported.

OpSelect

Select between two objects.

Result Type must be a scalar or vector.

The type of Object 1 must be the same as Result Type. Object 1 is selected as the result if Condition is true.

The type of Object 2 must be the same as Result Type. Object 2 is selected as the result if Condition is false.

Condition must be a scalar or vector of Boolean type. 

It must have the same number of components as Result Type.

Results are computed per component.

 
and

OpUGreaterThan

Unsigned-integer comparison if Operand 1 is greater than Operand 2.

Result Type must be a scalar or vector of Boolean type. 

The type of Operand 1 and Operand 2 must be a scalar or vector of integer type. 

They must have the same component width, and they must have the same number of components as Result Type. 

Results are computed per component.

 

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cc @jwfromm, @tqchen

@ajtulloch ajtulloch force-pushed the fix-vulkan-vector-comparison branch from b4446dd to f9b8022 Compare August 16, 2019 22:38
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LGTM, I'm glad you're taking a look at improving Vulkan efficiency. I think it's one of the most important targets we need to support.

src/codegen/spirv/ir_builder.cc Show resolved Hide resolved
@ajtulloch ajtulloch force-pushed the fix-vulkan-vector-comparison branch from a9720eb to ec89864 Compare August 28, 2019 22:17
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ajtulloch commented Aug 28, 2019

@jwfromm I've rebased and applied clang-format on the other macro decls for consistency.

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@tqchen this should be good to go?

@tqchen tqchen merged commit a5def36 into apache:master Aug 30, 2019
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tqchen commented Aug 30, 2019

Merged! Thanks @ajtulloch @jwfromm

wweic pushed a commit to wweic/tvm that referenced this pull request Sep 16, 2019
wweic pushed a commit to wweic/tvm that referenced this pull request Sep 16, 2019
wweic pushed a commit to neo-ai/tvm that referenced this pull request Sep 16, 2019
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3 participants