[Mlir-commits] [mlir] Quantile Type and Low FP Support (PR #190321)

[Javed Absar]

================
@@ -0,0 +1,76 @@
+// RUN: mlir-opt -allow-unregistered-dialect %s -split-input-file | FileCheck %s
+
+// -----
+// Quantile type: ui4 storage with f16 expressed, 16 entries (default range 0..15).
+// CHECK-LABEL: func private @quantile_ui4_f16
+// CHECK-SAME: !quant.quantile<ui4:f16, {
+func.func private @quantile_ui4_f16(!quant.quantile<ui4:f16, {-1.0,-0.8667,-0.7333,-0.6,-0.4667,-0.3333,-0.2,-0.0667,0.0667,0.2,0.3333,0.4667,0.6,0.7333,0.8667,1.0}>) -> ()
+
+// -----
+// Quantile type: si8 storage with f32 expressed, explicit range -2:2 (5 entries).
+// CHECK: func private @quantile_si8_f32(!quant.quantile<si8:f32, {-1.000000e+00,-5.000000e-01,0.000000e+00,5.000000e-01,1.000000e+00}, <-2:2>>)
+func.func private @quantile_si8_f32(!quant.quantile<si8:f32, {-1.0,-0.5,0.0,0.5,1.0}, <-2:2>>) -> ()
+
+// -----
+// Quantile type: i8 (signless) storage with f32 expressed, explicit range -1:1 (3 entries).
+// CHECK: func private @quantile_i8_f32(!quant.quantile<i8:f32, {-1.000000e+00,0.000000e+00,1.000000e+00}, <-1:1>>)
+func.func private @quantile_i8_f32(!quant.quantile<i8:f32, {-1.0,0.0,1.0}, <-1:1>>) -> ()
+
+// -----
+// Quantile type: f8E4M3FN float storage with f32 expressed, explicit range -1:1 (3 entries).
----------------
javedabsar1 wrote:

f8E4M3FN float storage-type with f32 expressed-type,

https://github.com/llvm/llvm-project/pull/190321