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[res] Add mx type BatchMatMul recipes #14309

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Nov 6, 2024
Merged

[res] Add mx type BatchMatMul recipes #14309

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59 changes: 59 additions & 0 deletions res/CircleRecipes/CircleBatchMatMul_MXFP4_000/test.recipe
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Original file line number Diff line number Diff line change
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operand {
name: "ifm1"
type: FLOAT32
shape { dim: 1 dim: 1 dim: 32 dim: 32 }
}
operand {
name: "ifm2"
type: FLOAT32
shape { dim: 1 dim: 1 dim: 32 dim: 32 }
}
operand {
name: "ifm1_mxfp4"
type: MXFP4
shape { dim: 1 dim: 1 dim: 32 dim: 32 }
}
operand {
name: "ifm2_mxfp4"
type: MXFP4
shape { dim: 1 dim: 1 dim: 32 dim: 32 }
}
operand {
name: "ofm_mxfp4"
type: MXFP4
shape { dim: 1 dim: 1 dim: 32 dim: 32 }
}
operand {
name: "ofm"
type: FLOAT32
shape { dim: 1 dim: 1 dim: 32 dim: 32 }
}
operation {
type: "Quantize"
input: "ifm1"
output: "ifm1_mxfp4"
}
operation {
type: "Quantize"
input: "ifm2"
output: "ifm2_mxfp4"
}
operation {
type: "BatchMatMul"
input: "ifm1_mxfp4"
input: "ifm2_mxfp4"
output: "ofm_mxfp4"
batch_matmul_options {
adjoint_lhs: false
adjoint_rhs: false
}
}
operation {
type: "Dequantize"
input: "ofm_mxfp4"
output: "ofm"
}
input: "ifm1"
input: "ifm2"
output: "ofm"

59 changes: 59 additions & 0 deletions res/CircleRecipes/CircleBatchMatMul_MXINT8_000/test.recipe
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Original file line number Diff line number Diff line change
@@ -0,0 +1,59 @@
operand {
name: "ifm1"
type: FLOAT32
shape { dim: 1 dim: 1 dim: 32 dim: 32 }
}
operand {
name: "ifm2"
type: FLOAT32
shape { dim: 1 dim: 1 dim: 32 dim: 32 }
}
operand {
name: "ifm1_mxint8"
type: MXINT8
shape { dim: 1 dim: 1 dim: 32 dim: 32 }
}
operand {
name: "ifm2_mxint8"
type: MXINT8
shape { dim: 1 dim: 1 dim: 32 dim: 32 }
}
operand {
name: "ofm_mxint8"
type: MXINT8
shape { dim: 1 dim: 1 dim: 32 dim: 32 }
}
operand {
name: "ofm"
type: FLOAT32
shape { dim: 1 dim: 1 dim: 32 dim: 32 }
}
operation {
type: "Quantize"
input: "ifm1"
output: "ifm1_mxint8"
}
operation {
type: "Quantize"
input: "ifm2"
output: "ifm2_mxint8"
}
operation {
type: "BatchMatMul"
input: "ifm1_mxint8"
input: "ifm2_mxint8"
output: "ofm_mxint8"
batch_matmul_options {
adjoint_lhs: false
adjoint_rhs: false
}
}
operation {
type: "Dequantize"
input: "ofm_mxint8"
output: "ofm"
}
input: "ifm1"
input: "ifm2"
output: "ofm"