diff options
| author | Jeremy Johnson <jeremy.johnson@arm.com> | 2023-01-16 15:17:52 +0000 |
|---|---|---|
| committer | Jeremy Johnson <jeremy.johnson@arm.com> | 2023-01-16 16:40:57 +0000 |
| commit | b08fb3e856b7757403ff9aafc9487f9c0ad61fe7 (patch) | |
| tree | 4b4737ff52e92c1c17922a972384930953a26a61 /operators/tensor/matmul | |
| parent | 007a2c7c0743b002587cd5e7b4c6b6acbcaedff8 (diff) | |
| download | conformance_tests-b08fb3e856b7757403ff9aafc9487f9c0ad61fe7.tar.gz | |
Regen tests after control flow operator support
Includes removing 3 tests that are not needed anymore.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I2c62d95a7b053e9016000d90125e00862f94200e
Diffstat (limited to 'operators/tensor/matmul')
13 files changed, 655 insertions, 590 deletions
diff --git a/operators/tensor/matmul/matmul_1x2x65538_i8_acci32/test.json b/operators/tensor/matmul/matmul_1x2x65538_i8_acci32/test.json index 3863b131f..3f8327b1a 100644 --- a/operators/tensor/matmul/matmul_1x2x65538_i8_acci32/test.json +++ b/operators/tensor/matmul/matmul_1x2x65538_i8_acci32/test.json @@ -5,18 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MATMUL", - attribute_type: "MatMulAttribute", - attribute: { - a_zp: -44, - b_zp: -71, - accum_dtype: "INT32" - }, + name: "main", + operators: [ + { + op: "MATMUL", + attribute_type: "MatMulAttribute", + attribute: { + a_zp: -44, + b_zp: -71, + accum_dtype: "INT32" + }, + inputs: [ + "input-0", + "input-1" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 2, + 65538 + ], + type: "INT8" + }, + { + name: "input-1", + shape: [ + 1, + 65538, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 2, + 1 + ], + type: "INT32" + } + ], inputs: [ "input-0", "input-1" @@ -25,42 +66,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 2, - 65538 - ], - type: "INT8" - }, - { - name: "input-1", - shape: [ - 1, - 65538, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 2, - 1 - ], - type: "INT32" - } - ], - inputs: [ - "input-0", - "input-1" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/tensor/matmul/matmul_1x65532x1_i8_acci32/test.json b/operators/tensor/matmul/matmul_1x65532x1_i8_acci32/test.json index a1d82d0f2..b82aae0ba 100644 --- a/operators/tensor/matmul/matmul_1x65532x1_i8_acci32/test.json +++ b/operators/tensor/matmul/matmul_1x65532x1_i8_acci32/test.json @@ -5,18 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MATMUL", - attribute_type: "MatMulAttribute", - attribute: { - a_zp: -16, - b_zp: -18, - accum_dtype: "INT32" - }, + name: "main", + operators: [ + { + op: "MATMUL", + attribute_type: "MatMulAttribute", + attribute: { + a_zp: -16, + b_zp: -18, + accum_dtype: "INT32" + }, + inputs: [ + "input-0", + "input-1" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 65532, + 1 + ], + type: "INT8" + }, + { + name: "input-1", + shape: [ + 1, + 1, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 65532, + 1 + ], + type: "INT32" + } + ], inputs: [ "input-0", "input-1" @@ -25,42 +66,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 65532, - 1 - ], - type: "INT8" - }, - { - name: "input-1", - shape: [ - 1, - 1, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 65532, - 1 - ], - type: "INT32" - } - ], - inputs: [ - "input-0", - "input-1" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/tensor/matmul/matmul_2000x1x1_i8_acci32/test.json b/operators/tensor/matmul/matmul_2000x1x1_i8_acci32/test.json index 25663edb3..6c7826981 100644 --- a/operators/tensor/matmul/matmul_2000x1x1_i8_acci32/test.json +++ b/operators/tensor/matmul/matmul_2000x1x1_i8_acci32/test.json @@ -5,18 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MATMUL", - attribute_type: "MatMulAttribute", - attribute: { - a_zp: -44, - b_zp: -69, - accum_dtype: "INT32" - }, + name: "main", + operators: [ + { + op: "MATMUL", + attribute_type: "MatMulAttribute", + attribute: { + a_zp: -44, + b_zp: -69, + accum_dtype: "INT32" + }, + inputs: [ + "input-0", + "input-1" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 2000, + 1, + 1 + ], + type: "INT8" + }, + { + name: "input-1", + shape: [ + 2000, + 1, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 2000, + 1, + 1 + ], + type: "INT32" + } + ], inputs: [ "input-0", "input-1" @@ -25,42 +66,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 2000, - 1, - 1 - ], - type: "INT8" - }, - { - name: "input-1", - shape: [ - 2000, - 1, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 2000, - 1, - 1 - ], - type: "INT32" - } - ], - inputs: [ - "input-0", - "input-1" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/tensor/matmul/matmul_20x53x47_i8_acci32/test.json b/operators/tensor/matmul/matmul_20x53x47_i8_acci32/test.json index 230b81523..f052d4fc7 100644 --- a/operators/tensor/matmul/matmul_20x53x47_i8_acci32/test.json +++ b/operators/tensor/matmul/matmul_20x53x47_i8_acci32/test.json @@ -5,18 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MATMUL", - attribute_type: "MatMulAttribute", - attribute: { - a_zp: -77, - b_zp: -104, - accum_dtype: "INT32" - }, + name: "main", + operators: [ + { + op: "MATMUL", + attribute_type: "MatMulAttribute", + attribute: { + a_zp: -77, + b_zp: -104, + accum_dtype: "INT32" + }, + inputs: [ + "input-0", + "input-1" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 20, + 53, + 47 + ], + type: "INT8" + }, + { + name: "input-1", + shape: [ + 20, + 47, + 37 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 20, + 53, + 37 + ], + type: "INT32" + } + ], inputs: [ "input-0", "input-1" @@ -25,42 +66,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 20, - 53, - 47 - ], - type: "INT8" - }, - { - name: "input-1", - shape: [ - 20, - 47, - 37 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 20, - 53, - 37 - ], - type: "INT32" - } - ], - inputs: [ - "input-0", - "input-1" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/tensor/matmul/matmul_2x12x10_i8_acci32/test.json b/operators/tensor/matmul/matmul_2x12x10_i8_acci32/test.json index 8c63fca12..fe12b1c67 100644 --- a/operators/tensor/matmul/matmul_2x12x10_i8_acci32/test.json +++ b/operators/tensor/matmul/matmul_2x12x10_i8_acci32/test.json @@ -5,18 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MATMUL", - attribute_type: "MatMulAttribute", - attribute: { - a_zp: -77, - b_zp: -104, - accum_dtype: "INT32" - }, + name: "main", + operators: [ + { + op: "MATMUL", + attribute_type: "MatMulAttribute", + attribute: { + a_zp: -77, + b_zp: -104, + accum_dtype: "INT32" + }, + inputs: [ + "input-0", + "input-1" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 2, + 12, + 10 + ], + type: "INT8" + }, + { + name: "input-1", + shape: [ + 2, + 10, + 7 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 2, + 12, + 7 + ], + type: "INT32" + } + ], inputs: [ "input-0", "input-1" @@ -25,42 +66,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 2, - 12, - 10 - ], - type: "INT8" - }, - { - name: "input-1", - shape: [ - 2, - 10, - 7 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 2, - 12, - 7 - ], - type: "INT32" - } - ], - inputs: [ - "input-0", - "input-1" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/tensor/matmul/matmul_36x57x20_i16_acci48/test.json b/operators/tensor/matmul/matmul_36x57x20_i16_acci48/test.json index 5e1deb07c..a95ac1987 100644 --- a/operators/tensor/matmul/matmul_36x57x20_i16_acci48/test.json +++ b/operators/tensor/matmul/matmul_36x57x20_i16_acci48/test.json @@ -5,18 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MATMUL", - attribute_type: "MatMulAttribute", - attribute: { - a_zp: 0, - b_zp: 0, - accum_dtype: "INT48" - }, + name: "main", + operators: [ + { + op: "MATMUL", + attribute_type: "MatMulAttribute", + attribute: { + a_zp: 0, + b_zp: 0, + accum_dtype: "INT48" + }, + inputs: [ + "input-0", + "input-1" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 36, + 57, + 20 + ], + type: "INT16" + }, + { + name: "input-1", + shape: [ + 36, + 20, + 49 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 36, + 57, + 49 + ], + type: "INT48" + } + ], inputs: [ "input-0", "input-1" @@ -25,42 +66,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 36, - 57, - 20 - ], - type: "INT16" - }, - { - name: "input-1", - shape: [ - 36, - 20, - 49 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 36, - 57, - 49 - ], - type: "INT48" - } - ], - inputs: [ - "input-0", - "input-1" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/tensor/matmul/matmul_7x13x2_i16_acci48/test.json b/operators/tensor/matmul/matmul_7x13x2_i16_acci48/test.json index 42a59cf59..293924cfb 100644 --- a/operators/tensor/matmul/matmul_7x13x2_i16_acci48/test.json +++ b/operators/tensor/matmul/matmul_7x13x2_i16_acci48/test.json @@ -5,18 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MATMUL", - attribute_type: "MatMulAttribute", - attribute: { - a_zp: 0, - b_zp: 0, - accum_dtype: "INT48" - }, + name: "main", + operators: [ + { + op: "MATMUL", + attribute_type: "MatMulAttribute", + attribute: { + a_zp: 0, + b_zp: 0, + accum_dtype: "INT48" + }, + inputs: [ + "input-0", + "input-1" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 13, + 2 + ], + type: "INT16" + }, + { + name: "input-1", + shape: [ + 7, + 2, + 11 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 7, + 13, + 11 + ], + type: "INT48" + } + ], inputs: [ "input-0", "input-1" @@ -25,42 +66,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 13, - 2 - ], - type: "INT16" - }, - { - name: "input-1", - shape: [ - 7, - 2, - 11 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 7, - 13, - 11 - ], - type: "INT48" - } - ], - inputs: [ - "input-0", - "input-1" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/tensor/matmul/matmul_ERRORIF_InputZeroPointNotZero_12x12x11_f32_accf32/test.json b/operators/tensor/matmul/matmul_ERRORIF_InputZeroPointNotZero_12x12x11_f32_accf32/test.json index 14610ca9b..e8393e083 100644 --- a/operators/tensor/matmul/matmul_ERRORIF_InputZeroPointNotZero_12x12x11_f32_accf32/test.json +++ b/operators/tensor/matmul/matmul_ERRORIF_InputZeroPointNotZero_12x12x11_f32_accf32/test.json @@ -5,18 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MATMUL", - attribute_type: "MatMulAttribute", - attribute: { - a_zp: 1, - b_zp: 76, - accum_dtype: "FP32" - }, + name: "main", + operators: [ + { + op: "MATMUL", + attribute_type: "MatMulAttribute", + attribute: { + a_zp: 1, + b_zp: 76, + accum_dtype: "FP32" + }, + inputs: [ + "input-0", + "input-1" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 12, + 12, + 11 + ], + type: "FP32" + }, + { + name: "input-1", + shape: [ + 12, + 11, + 12 + ], + type: "FP32" + }, + { + name: "result-0", + shape: [ + 12, + 12, + 12 + ], + type: "FP32" + } + ], inputs: [ "input-0", "input-1" @@ -25,42 +66,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 12, - 12, - 11 - ], - type: "FP32" - }, - { - name: "input-1", - shape: [ - 12, - 11, - 12 - ], - type: "FP32" - }, - { - name: "result-0", - shape: [ - 12, - 12, - 12 - ], - type: "FP32" - } - ], - inputs: [ - "input-0", - "input-1" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/tensor/matmul/matmul_ERRORIF_WrongInputList_2x8x12_i16_acci48/test.json b/operators/tensor/matmul/matmul_ERRORIF_WrongInputList_2x8x12_i16_acci48/test.json index ade1641c5..6a05f987f 100644 --- a/operators/tensor/matmul/matmul_ERRORIF_WrongInputList_2x8x12_i16_acci48/test.json +++ b/operators/tensor/matmul/matmul_ERRORIF_WrongInputList_2x8x12_i16_acci48/test.json @@ -5,63 +5,68 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MATMUL", - attribute_type: "MatMulAttribute", - attribute: { - a_zp: 0, - b_zp: 0, - accum_dtype: "INT48" - }, + name: "main", + operators: [ + { + op: "MATMUL", + attribute_type: "MatMulAttribute", + attribute: { + a_zp: 0, + b_zp: 0, + accum_dtype: "INT48" + }, + inputs: [ + "input-0", + "input-1", + "eiDummyInput" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 2, + 8, + 12 + ], + type: "INT16" + }, + { + name: "input-1", + shape: [ + 2, + 12, + 3 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 2, + 8, + 3 + ], + type: "INT48" + } + ], inputs: [ "input-0", - "input-1", - "eiDummyInput" + "input-1" ], outputs: [ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 2, - 8, - 12 - ], - type: "INT16" - }, - { - name: "input-1", - shape: [ - 2, - 12, - 3 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 2, - 8, - 3 - ], - type: "INT48" - } - ], - inputs: [ - "input-0", - "input-1" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/tensor/matmul/matmul_ERRORIF_WrongInputType_11x6x2_i4_acci32/test.json b/operators/tensor/matmul/matmul_ERRORIF_WrongInputType_11x6x2_i4_acci32/test.json index 941a83ebb..cd7a50a2b 100644 --- a/operators/tensor/matmul/matmul_ERRORIF_WrongInputType_11x6x2_i4_acci32/test.json +++ b/operators/tensor/matmul/matmul_ERRORIF_WrongInputType_11x6x2_i4_acci32/test.json @@ -5,18 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MATMUL", - attribute_type: "MatMulAttribute", - attribute: { - a_zp: 0, - b_zp: 0, - accum_dtype: "INT32" - }, + name: "main", + operators: [ + { + op: "MATMUL", + attribute_type: "MatMulAttribute", + attribute: { + a_zp: 0, + b_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "input-0", + "input-1" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 11, + 6, + 2 + ], + type: "INT4" + }, + { + name: "input-1", + shape: [ + 11, + 2, + 15 + ], + type: "INT4" + }, + { + name: "result-0", + shape: [ + 11, + 6, + 15 + ], + type: "INT32" + } + ], inputs: [ "input-0", "input-1" @@ -25,42 +66,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 11, - 6, - 2 - ], - type: "INT4" - }, - { - name: "input-1", - shape: [ - 11, - 2, - 15 - ], - type: "INT4" - }, - { - name: "result-0", - shape: [ - 11, - 6, - 15 - ], - type: "INT32" - } - ], - inputs: [ - "input-0", - "input-1" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/tensor/matmul/matmul_ERRORIF_WrongOutputList_5x4x9_i16_acci48/test.json b/operators/tensor/matmul/matmul_ERRORIF_WrongOutputList_5x4x9_i16_acci48/test.json index 6b967a14e..d24bb5c0d 100644 --- a/operators/tensor/matmul/matmul_ERRORIF_WrongOutputList_5x4x9_i16_acci48/test.json +++ b/operators/tensor/matmul/matmul_ERRORIF_WrongOutputList_5x4x9_i16_acci48/test.json @@ -5,62 +5,67 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MATMUL", - attribute_type: "MatMulAttribute", - attribute: { - a_zp: 0, - b_zp: 0, - accum_dtype: "INT48" - }, + name: "main", + operators: [ + { + op: "MATMUL", + attribute_type: "MatMulAttribute", + attribute: { + a_zp: 0, + b_zp: 0, + accum_dtype: "INT48" + }, + inputs: [ + "input-0", + "input-1" + ], + outputs: [ + + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 5, + 4, + 9 + ], + type: "INT16" + }, + { + name: "input-1", + shape: [ + 5, + 9, + 11 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 5, + 4, + 11 + ], + type: "INT48" + } + ], inputs: [ "input-0", "input-1" ], outputs: [ - + "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 5, - 4, - 9 - ], - type: "INT16" - }, - { - name: "input-1", - shape: [ - 5, - 9, - 11 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 5, - 4, - 11 - ], - type: "INT48" - } - ], - inputs: [ - "input-0", - "input-1" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/tensor/matmul/matmul_ERRORIF_WrongOutputType_11x14x12_i16_accf16/test.json b/operators/tensor/matmul/matmul_ERRORIF_WrongOutputType_11x14x12_i16_accf16/test.json index 270ed4260..105fbe23e 100644 --- a/operators/tensor/matmul/matmul_ERRORIF_WrongOutputType_11x14x12_i16_accf16/test.json +++ b/operators/tensor/matmul/matmul_ERRORIF_WrongOutputType_11x14x12_i16_accf16/test.json @@ -5,18 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MATMUL", - attribute_type: "MatMulAttribute", - attribute: { - a_zp: 0, - b_zp: 0, - accum_dtype: "FP16" - }, + name: "main", + operators: [ + { + op: "MATMUL", + attribute_type: "MatMulAttribute", + attribute: { + a_zp: 0, + b_zp: 0, + accum_dtype: "FP16" + }, + inputs: [ + "input-0", + "input-1" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 11, + 14, + 12 + ], + type: "INT16" + }, + { + name: "input-1", + shape: [ + 11, + 12, + 6 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 11, + 14, + 6 + ], + type: "INT4" + } + ], inputs: [ "input-0", "input-1" @@ -25,42 +66,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 11, - 14, - 12 - ], - type: "INT16" - }, - { - name: "input-1", - shape: [ - 11, - 12, - 6 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 11, - 14, - 6 - ], - type: "INT4" - } - ], - inputs: [ - "input-0", - "input-1" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/tensor/matmul/matmul_ERRORIF_WrongRank_2x9x14x1x13_i16_acci48/test.json b/operators/tensor/matmul/matmul_ERRORIF_WrongRank_2x9x14x1x13_i16_acci48/test.json index 2c7c5d77f..a04b92865 100644 --- a/operators/tensor/matmul/matmul_ERRORIF_WrongRank_2x9x14x1x13_i16_acci48/test.json +++ b/operators/tensor/matmul/matmul_ERRORIF_WrongRank_2x9x14x1x13_i16_acci48/test.json @@ -5,18 +5,61 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MATMUL", - attribute_type: "MatMulAttribute", - attribute: { - a_zp: 0, - b_zp: 0, - accum_dtype: "INT48" - }, + name: "main", + operators: [ + { + op: "MATMUL", + attribute_type: "MatMulAttribute", + attribute: { + a_zp: 0, + b_zp: 0, + accum_dtype: "INT48" + }, + inputs: [ + "input-0", + "input-1" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 2, + 9, + 14, + 1, + 13 + ], + type: "INT16" + }, + { + name: "input-1", + shape: [ + 2, + 14, + 13 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 2, + 9, + 13 + ], + type: "INT48" + } + ], inputs: [ "input-0", "input-1" @@ -25,44 +68,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 2, - 9, - 14, - 1, - 13 - ], - type: "INT16" - }, - { - name: "input-1", - shape: [ - 2, - 14, - 13 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 2, - 9, - 13 - ], - type: "INT48" - } - ], - inputs: [ - "input-0", - "input-1" - ], - outputs: [ - "result-0" ] } ] |