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148 lines
3.7 KiB
148 lines
3.7 KiB
// RUN: mlir-opt -allow-unregistered-dialect %s -split-input-file | FileCheck %s
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// -----
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// All per-layer params specified:
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// [signed] storageType, storageTypeMin, storageTypeMax, expressedType, scale, zeroPoint
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// CHECK: !quant.uniform<i8<-8:7>:f32, 9.987200e-01:127>
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!qalias = type !quant.uniform<i8<-8:7>:f32, 0.99872:127>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Trailing whitespace.
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// CHECK: !quant.uniform<i8<-8:7>:f32, 9.987200e-01:127>
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!qalias = type !quant.uniform<i8<-8:7>:f32, 0.99872:127 >
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Required per-layer params specified:
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// [unsigned] storageType, expressedType, scale
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// CHECK: !quant.uniform<u8:f32, 9.987200e-01>
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!qalias = type !quant.uniform<u8:f32, 0.99872>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Exponential scale (-)
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// CHECK: !quant.uniform<u8:f32, 2.000000e-02>
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!qalias = type !quant.uniform<u8:f32, 2.0e-2>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Exponential scale (+)
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// CHECK: !quant.uniform<u8:f32, 2.000000e+02>
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!qalias = type !quant.uniform<u8:f32, 2.0e+2>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Storage type: i16
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// CHECK: !quant.uniform<i16:f32, 2.000000e+02>
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!qalias = type !quant.uniform<i16:f32, 2.0e+2>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Storage type: u16
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// CHECK: !quant.uniform<u16:f32, 2.000000e+02>
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!qalias = type !quant.uniform<u16:f32, 2.0e+2>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Storage type: i32
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// CHECK: !quant.uniform<i32:f32, 2.000000e+02>
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!qalias = type !quant.uniform<i32:f32, 2.0e+2>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Storage type: u32
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// CHECK: !quant.uniform<u32:f32, 2.000000e+02>
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!qalias = type !quant.uniform<u32:f32, 2.0e+2>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Expressed type: f32
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// CHECK: !quant.uniform<u8:f32, 2.000000e+02>
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!qalias = type !quant.uniform<u8:f32, 2.0e+2>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Expressed type: f16
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// CHECK: !quant.uniform<u8:f16, 2.000000e+02>
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!qalias = type !quant.uniform<u8:f16, 2.0e+2>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Expressed type: f64
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// CHECK: !quant.uniform<u8:f64, 2.000000e+02>
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!qalias = type !quant.uniform<u8:f64, 2.0e+2>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Expressed type: bf16
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// CHECK: !quant.uniform<u8:bf16, 2.000000e+02>
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!qalias = type !quant.uniform<u8:bf16, 2.0e+2>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Per-axis scales and zero points (affine)
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// CHECK: !quant.uniform<u8:f32:1, {2.000000e+02:-120,9.987200e-01:127}>
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!qalias = type !quant.uniform<u8:f32:1, {2.0e+2:-120,0.99872:127}>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Per-axis scales and no zero points (fixedpoint)
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// CHECK: !quant.uniform<i8:f32:1, {2.000000e+02,9.987200e-01}>
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!qalias = type !quant.uniform<i8:f32:1, {2.0e+2,0.99872}>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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// -----
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// Per-axis scales and zero points (mixed affine and fixedpoint)
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// CHECK: !quant.uniform<i8:f32:1, {2.000000e+02,9.987200e-01:120}>
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!qalias = type !quant.uniform<i8:f32:1, {2.0e+2,0.99872:120}>
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func @parse() -> !qalias {
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%0 = "foo"() : () -> !qalias
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return %0 : !qalias
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}
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