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/type_conversion | |
| 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/type_conversion')
168 files changed, 8927 insertions, 8087 deletions
diff --git a/operators/type_conversion/cast/cast_12x12x11x12_b_outi16/test.json b/operators/type_conversion/cast/cast_12x12x11x12_b_outi16/test.json index 0bf329415..7ea7b2e87 100644 --- a/operators/type_conversion/cast/cast_12x12x11x12_b_outi16/test.json +++ b/operators/type_conversion/cast/cast_12x12x11x12_b_outi16/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 12, + 12, + 11, + 12 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 12, + 12, + 11, + 12 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 12, - 12, - 11, - 12 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 12, - 12, - 11, - 12 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_12x12x11x12_b_outi32/test.json b/operators/type_conversion/cast/cast_12x12x11x12_b_outi32/test.json index e63bea961..b55d98281 100644 --- a/operators/type_conversion/cast/cast_12x12x11x12_b_outi32/test.json +++ b/operators/type_conversion/cast/cast_12x12x11x12_b_outi32/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 12, + 12, + 11, + 12 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 12, + 12, + 11, + 12 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 12, - 12, - 11, - 12 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 12, - 12, - 11, - 12 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_12x12x11x12_b_outi8/test.json b/operators/type_conversion/cast/cast_12x12x11x12_b_outi8/test.json index 72e7272bb..63644454b 100644 --- a/operators/type_conversion/cast/cast_12x12x11x12_b_outi8/test.json +++ b/operators/type_conversion/cast/cast_12x12x11x12_b_outi8/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 12, + 12, + 11, + 12 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 12, + 12, + 11, + 12 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 12, - 12, - 11, - 12 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 12, - 12, - 11, - 12 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_1x1x65535x1x1_i8_outb/test.json b/operators/type_conversion/cast/cast_1x1x65535x1x1_i8_outb/test.json index f5470af6c..fe33aff16 100644 --- a/operators/type_conversion/cast/cast_1x1x65535x1x1_i8_outb/test.json +++ b/operators/type_conversion/cast/cast_1x1x65535x1x1_i8_outb/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 1, + 65535, + 1, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 1, + 65535, + 1, + 1 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 1, - 65535, - 1, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 1, - 65535, - 1, - 1 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_1x1x65535x1x1_i8_outi16/test.json b/operators/type_conversion/cast/cast_1x1x65535x1x1_i8_outi16/test.json index 2b83371c7..530f31f16 100644 --- a/operators/type_conversion/cast/cast_1x1x65535x1x1_i8_outi16/test.json +++ b/operators/type_conversion/cast/cast_1x1x65535x1x1_i8_outi16/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 1, + 65535, + 1, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 1, + 65535, + 1, + 1 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 1, - 65535, - 1, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 1, - 65535, - 1, - 1 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_1x1x65535x1x1_i8_outi32/test.json b/operators/type_conversion/cast/cast_1x1x65535x1x1_i8_outi32/test.json index 1d9b1b446..b27774ca1 100644 --- a/operators/type_conversion/cast/cast_1x1x65535x1x1_i8_outi32/test.json +++ b/operators/type_conversion/cast/cast_1x1x65535x1x1_i8_outi32/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 1, + 65535, + 1, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 1, + 65535, + 1, + 1 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 1, - 65535, - 1, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 1, - 65535, - 1, - 1 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_1x65538x1x2_i8_outb/test.json b/operators/type_conversion/cast/cast_1x65538x1x2_i8_outb/test.json index be1a9602d..171840339 100644 --- a/operators/type_conversion/cast/cast_1x65538x1x2_i8_outb/test.json +++ b/operators/type_conversion/cast/cast_1x65538x1x2_i8_outb/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 65538, + 1, + 2 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 65538, + 1, + 2 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 65538, - 1, - 2 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 65538, - 1, - 2 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_1x65538x1x2_i8_outi16/test.json b/operators/type_conversion/cast/cast_1x65538x1x2_i8_outi16/test.json index a18cb0742..5e7e694cd 100644 --- a/operators/type_conversion/cast/cast_1x65538x1x2_i8_outi16/test.json +++ b/operators/type_conversion/cast/cast_1x65538x1x2_i8_outi16/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 65538, + 1, + 2 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 65538, + 1, + 2 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 65538, - 1, - 2 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 65538, - 1, - 2 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_1x65538x1x2_i8_outi32/test.json b/operators/type_conversion/cast/cast_1x65538x1x2_i8_outi32/test.json index cbb0b898b..aef9a0685 100644 --- a/operators/type_conversion/cast/cast_1x65538x1x2_i8_outi32/test.json +++ b/operators/type_conversion/cast/cast_1x65538x1x2_i8_outi32/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 65538, + 1, + 2 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 65538, + 1, + 2 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 65538, - 1, - 2 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 65538, - 1, - 2 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_20_i8_outb/test.json b/operators/type_conversion/cast/cast_20_i8_outb/test.json index d7cd22738..147c0fa18 100644 --- a/operators/type_conversion/cast/cast_20_i8_outb/test.json +++ b/operators/type_conversion/cast/cast_20_i8_outb/test.json @@ -5,13 +5,40 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 20 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 20 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,28 +46,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 20 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 20 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_20_i8_outi16/test.json b/operators/type_conversion/cast/cast_20_i8_outi16/test.json index 0d2668818..163bb1860 100644 --- a/operators/type_conversion/cast/cast_20_i8_outi16/test.json +++ b/operators/type_conversion/cast/cast_20_i8_outi16/test.json @@ -5,13 +5,40 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 20 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 20 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,28 +46,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 20 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 20 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_20_i8_outi32/test.json b/operators/type_conversion/cast/cast_20_i8_outi32/test.json index c398528c7..b4603abbe 100644 --- a/operators/type_conversion/cast/cast_20_i8_outi32/test.json +++ b/operators/type_conversion/cast/cast_20_i8_outi32/test.json @@ -5,13 +5,40 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 20 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 20 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,28 +46,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 20 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 20 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_20x49_i16_outb/test.json b/operators/type_conversion/cast/cast_20x49_i16_outb/test.json index 11ddd4c11..feb29303f 100644 --- a/operators/type_conversion/cast/cast_20x49_i16_outb/test.json +++ b/operators/type_conversion/cast/cast_20x49_i16_outb/test.json @@ -5,13 +5,42 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 20, + 49 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 20, + 49 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,30 +48,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 20, - 49 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 20, - 49 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_20x49_i16_outi32/test.json b/operators/type_conversion/cast/cast_20x49_i16_outi32/test.json index 9a9ecc339..a1e7123f8 100644 --- a/operators/type_conversion/cast/cast_20x49_i16_outi32/test.json +++ b/operators/type_conversion/cast/cast_20x49_i16_outi32/test.json @@ -5,13 +5,42 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 20, + 49 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 20, + 49 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,30 +48,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 20, - 49 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 20, - 49 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_20x49_i16_outi8/test.json b/operators/type_conversion/cast/cast_20x49_i16_outi8/test.json index b83087bb8..207e97df4 100644 --- a/operators/type_conversion/cast/cast_20x49_i16_outi8/test.json +++ b/operators/type_conversion/cast/cast_20x49_i16_outi8/test.json @@ -5,13 +5,42 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 20, + 49 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 20, + 49 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,30 +48,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 20, - 49 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 20, - 49 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_25x20_i32_outb/test.json b/operators/type_conversion/cast/cast_25x20_i32_outb/test.json index bd33452ee..0cf629075 100644 --- a/operators/type_conversion/cast/cast_25x20_i32_outb/test.json +++ b/operators/type_conversion/cast/cast_25x20_i32_outb/test.json @@ -5,13 +5,42 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 25, + 20 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 25, + 20 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,30 +48,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 25, - 20 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 25, - 20 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_25x20_i32_outi16/test.json b/operators/type_conversion/cast/cast_25x20_i32_outi16/test.json index edd092a8d..d8e077151 100644 --- a/operators/type_conversion/cast/cast_25x20_i32_outi16/test.json +++ b/operators/type_conversion/cast/cast_25x20_i32_outi16/test.json @@ -5,13 +5,42 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 25, + 20 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 25, + 20 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,30 +48,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 25, - 20 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 25, - 20 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_25x20_i32_outi8/test.json b/operators/type_conversion/cast/cast_25x20_i32_outi8/test.json index 91d5601be..88310867d 100644 --- a/operators/type_conversion/cast/cast_25x20_i32_outi8/test.json +++ b/operators/type_conversion/cast/cast_25x20_i32_outi8/test.json @@ -5,13 +5,42 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 25, + 20 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 25, + 20 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,30 +48,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 25, - 20 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 25, - 20 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_2x12x10x7_i8_outb/test.json b/operators/type_conversion/cast/cast_2x12x10x7_i8_outb/test.json index 4dec2ef0e..76a7c0e0d 100644 --- a/operators/type_conversion/cast/cast_2x12x10x7_i8_outb/test.json +++ b/operators/type_conversion/cast/cast_2x12x10x7_i8_outb/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 2, + 12, + 10, + 7 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 2, + 12, + 10, + 7 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 2, - 12, - 10, - 7 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 2, - 12, - 10, - 7 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_2x12x10x7_i8_outi16/test.json b/operators/type_conversion/cast/cast_2x12x10x7_i8_outi16/test.json index 87e871254..6dbf39c81 100644 --- a/operators/type_conversion/cast/cast_2x12x10x7_i8_outi16/test.json +++ b/operators/type_conversion/cast/cast_2x12x10x7_i8_outi16/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 2, + 12, + 10, + 7 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 2, + 12, + 10, + 7 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 2, - 12, - 10, - 7 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 2, - 12, - 10, - 7 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_2x12x10x7_i8_outi32/test.json b/operators/type_conversion/cast/cast_2x12x10x7_i8_outi32/test.json index 8e6d1fad5..642b2163c 100644 --- a/operators/type_conversion/cast/cast_2x12x10x7_i8_outi32/test.json +++ b/operators/type_conversion/cast/cast_2x12x10x7_i8_outi32/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 2, + 12, + 10, + 7 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 2, + 12, + 10, + 7 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 2, - 12, - 10, - 7 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 2, - 12, - 10, - 7 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_33x24x60_b_outi16/test.json b/operators/type_conversion/cast/cast_33x24x60_b_outi16/test.json index b30ab96e3..6679208a2 100644 --- a/operators/type_conversion/cast/cast_33x24x60_b_outi16/test.json +++ b/operators/type_conversion/cast/cast_33x24x60_b_outi16/test.json @@ -5,13 +5,44 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 33, + 24, + 60 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 33, + 24, + 60 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,32 +50,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 33, - 24, - 60 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 33, - 24, - 60 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_33x24x60_b_outi32/test.json b/operators/type_conversion/cast/cast_33x24x60_b_outi32/test.json index 97d664f64..64c621da4 100644 --- a/operators/type_conversion/cast/cast_33x24x60_b_outi32/test.json +++ b/operators/type_conversion/cast/cast_33x24x60_b_outi32/test.json @@ -5,13 +5,44 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 33, + 24, + 60 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 33, + 24, + 60 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,32 +50,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 33, - 24, - 60 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 33, - 24, - 60 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_33x24x60_b_outi8/test.json b/operators/type_conversion/cast/cast_33x24x60_b_outi8/test.json index 0098ebb92..5fce74c9b 100644 --- a/operators/type_conversion/cast/cast_33x24x60_b_outi8/test.json +++ b/operators/type_conversion/cast/cast_33x24x60_b_outi8/test.json @@ -5,13 +5,44 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 33, + 24, + 60 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 33, + 24, + 60 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,32 +50,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 33, - 24, - 60 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 33, - 24, - 60 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_36x57_i8_outb/test.json b/operators/type_conversion/cast/cast_36x57_i8_outb/test.json index dc2eaa85e..367beb6b8 100644 --- a/operators/type_conversion/cast/cast_36x57_i8_outb/test.json +++ b/operators/type_conversion/cast/cast_36x57_i8_outb/test.json @@ -5,13 +5,42 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 36, + 57 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 36, + 57 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,30 +48,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 36, - 57 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 36, - 57 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_36x57_i8_outi16/test.json b/operators/type_conversion/cast/cast_36x57_i8_outi16/test.json index 5c84c689f..7440f4de8 100644 --- a/operators/type_conversion/cast/cast_36x57_i8_outi16/test.json +++ b/operators/type_conversion/cast/cast_36x57_i8_outi16/test.json @@ -5,13 +5,42 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 36, + 57 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 36, + 57 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,30 +48,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 36, - 57 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 36, - 57 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_36x57_i8_outi32/test.json b/operators/type_conversion/cast/cast_36x57_i8_outi32/test.json index 58fd513d0..f50bdf9c6 100644 --- a/operators/type_conversion/cast/cast_36x57_i8_outi32/test.json +++ b/operators/type_conversion/cast/cast_36x57_i8_outi32/test.json @@ -5,13 +5,42 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 36, + 57 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 36, + 57 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,30 +48,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 36, - 57 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 36, - 57 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_37_b_outi16/test.json b/operators/type_conversion/cast/cast_37_b_outi16/test.json index 2f229d161..51245ad88 100644 --- a/operators/type_conversion/cast/cast_37_b_outi16/test.json +++ b/operators/type_conversion/cast/cast_37_b_outi16/test.json @@ -5,13 +5,40 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 37 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 37 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,28 +46,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 37 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 37 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_37_b_outi32/test.json b/operators/type_conversion/cast/cast_37_b_outi32/test.json index e1a413db0..e5e485219 100644 --- a/operators/type_conversion/cast/cast_37_b_outi32/test.json +++ b/operators/type_conversion/cast/cast_37_b_outi32/test.json @@ -5,13 +5,40 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 37 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 37 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,28 +46,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 37 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 37 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_37_b_outi8/test.json b/operators/type_conversion/cast/cast_37_b_outi8/test.json index 9c936e155..384456c05 100644 --- a/operators/type_conversion/cast/cast_37_b_outi8/test.json +++ b/operators/type_conversion/cast/cast_37_b_outi8/test.json @@ -5,13 +5,40 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 37 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 37 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,28 +46,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 37 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 37 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_41x62_b_outi16/test.json b/operators/type_conversion/cast/cast_41x62_b_outi16/test.json index cca81bb2b..44ac3222e 100644 --- a/operators/type_conversion/cast/cast_41x62_b_outi16/test.json +++ b/operators/type_conversion/cast/cast_41x62_b_outi16/test.json @@ -5,13 +5,42 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 41, + 62 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 41, + 62 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,30 +48,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 41, - 62 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 41, - 62 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_41x62_b_outi32/test.json b/operators/type_conversion/cast/cast_41x62_b_outi32/test.json index bdf4adc1c..3423d6e30 100644 --- a/operators/type_conversion/cast/cast_41x62_b_outi32/test.json +++ b/operators/type_conversion/cast/cast_41x62_b_outi32/test.json @@ -5,13 +5,42 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 41, + 62 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 41, + 62 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,30 +48,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 41, - 62 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 41, - 62 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_41x62_b_outi8/test.json b/operators/type_conversion/cast/cast_41x62_b_outi8/test.json index 47385df1f..7afd03e00 100644 --- a/operators/type_conversion/cast/cast_41x62_b_outi8/test.json +++ b/operators/type_conversion/cast/cast_41x62_b_outi8/test.json @@ -5,13 +5,42 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 41, + 62 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 41, + 62 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,30 +48,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 41, - 62 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 41, - 62 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_47_i32_outb/test.json b/operators/type_conversion/cast/cast_47_i32_outb/test.json index 25709b7a0..b7177f08a 100644 --- a/operators/type_conversion/cast/cast_47_i32_outb/test.json +++ b/operators/type_conversion/cast/cast_47_i32_outb/test.json @@ -5,13 +5,40 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 47 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 47 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,28 +46,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 47 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 47 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_47_i32_outi16/test.json b/operators/type_conversion/cast/cast_47_i32_outi16/test.json index f49b00695..3f88249dd 100644 --- a/operators/type_conversion/cast/cast_47_i32_outi16/test.json +++ b/operators/type_conversion/cast/cast_47_i32_outi16/test.json @@ -5,13 +5,40 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 47 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 47 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,28 +46,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 47 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 47 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_47_i32_outi8/test.json b/operators/type_conversion/cast/cast_47_i32_outi8/test.json index 2aa07b284..b42c738de 100644 --- a/operators/type_conversion/cast/cast_47_i32_outi8/test.json +++ b/operators/type_conversion/cast/cast_47_i32_outi8/test.json @@ -5,13 +5,40 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 47 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 47 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,28 +46,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 47 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 47 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_4x2x8x15_i32_outb/test.json b/operators/type_conversion/cast/cast_4x2x8x15_i32_outb/test.json index 8b89aff88..26df3d1eb 100644 --- a/operators/type_conversion/cast/cast_4x2x8x15_i32_outb/test.json +++ b/operators/type_conversion/cast/cast_4x2x8x15_i32_outb/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_4x2x8x15_i32_outi16/test.json b/operators/type_conversion/cast/cast_4x2x8x15_i32_outi16/test.json index 68ea64ce3..a56704392 100644 --- a/operators/type_conversion/cast/cast_4x2x8x15_i32_outi16/test.json +++ b/operators/type_conversion/cast/cast_4x2x8x15_i32_outi16/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_4x2x8x15_i32_outi8/test.json b/operators/type_conversion/cast/cast_4x2x8x15_i32_outi8/test.json index 32ba139fe..24bf439fc 100644 --- a/operators/type_conversion/cast/cast_4x2x8x15_i32_outi8/test.json +++ b/operators/type_conversion/cast/cast_4x2x8x15_i32_outi8/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_4x2x9x14x1_b_outi16/test.json b/operators/type_conversion/cast/cast_4x2x9x14x1_b_outi16/test.json index d8da6d7eb..72f7e6a64 100644 --- a/operators/type_conversion/cast/cast_4x2x9x14x1_b_outi16/test.json +++ b/operators/type_conversion/cast/cast_4x2x9x14x1_b_outi16/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 4, + 2, + 9, + 14, + 1 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 4, + 2, + 9, + 14, + 1 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 4, - 2, - 9, - 14, - 1 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 4, - 2, - 9, - 14, - 1 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_4x2x9x14x1_b_outi32/test.json b/operators/type_conversion/cast/cast_4x2x9x14x1_b_outi32/test.json index f5773d003..2ce9507b1 100644 --- a/operators/type_conversion/cast/cast_4x2x9x14x1_b_outi32/test.json +++ b/operators/type_conversion/cast/cast_4x2x9x14x1_b_outi32/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 4, + 2, + 9, + 14, + 1 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 4, + 2, + 9, + 14, + 1 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 4, - 2, - 9, - 14, - 1 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 4, - 2, - 9, - 14, - 1 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_4x2x9x14x1_b_outi8/test.json b/operators/type_conversion/cast/cast_4x2x9x14x1_b_outi8/test.json index 1cb152e3c..a3454ac38 100644 --- a/operators/type_conversion/cast/cast_4x2x9x14x1_b_outi8/test.json +++ b/operators/type_conversion/cast/cast_4x2x9x14x1_b_outi8/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 4, + 2, + 9, + 14, + 1 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 4, + 2, + 9, + 14, + 1 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 4, - 2, - 9, - 14, - 1 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 4, - 2, - 9, - 14, - 1 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_51x52x50_i8_outb/test.json b/operators/type_conversion/cast/cast_51x52x50_i8_outb/test.json index 89d5ee381..220fe618a 100644 --- a/operators/type_conversion/cast/cast_51x52x50_i8_outb/test.json +++ b/operators/type_conversion/cast/cast_51x52x50_i8_outb/test.json @@ -5,13 +5,44 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 51, + 52, + 50 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 51, + 52, + 50 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,32 +50,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 51, - 52, - 50 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 51, - 52, - 50 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_51x52x50_i8_outi16/test.json b/operators/type_conversion/cast/cast_51x52x50_i8_outi16/test.json index 8c09b528a..ce2ebf10d 100644 --- a/operators/type_conversion/cast/cast_51x52x50_i8_outi16/test.json +++ b/operators/type_conversion/cast/cast_51x52x50_i8_outi16/test.json @@ -5,13 +5,44 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 51, + 52, + 50 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 51, + 52, + 50 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,32 +50,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 51, - 52, - 50 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 51, - 52, - 50 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_51x52x50_i8_outi32/test.json b/operators/type_conversion/cast/cast_51x52x50_i8_outi32/test.json index 26d5e1868..8f08d26a0 100644 --- a/operators/type_conversion/cast/cast_51x52x50_i8_outi32/test.json +++ b/operators/type_conversion/cast/cast_51x52x50_i8_outi32/test.json @@ -5,13 +5,44 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 51, + 52, + 50 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 51, + 52, + 50 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,32 +50,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 51, - 52, - 50 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 51, - 52, - 50 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_53_i16_outb/test.json b/operators/type_conversion/cast/cast_53_i16_outb/test.json index 6f48e577e..501810472 100644 --- a/operators/type_conversion/cast/cast_53_i16_outb/test.json +++ b/operators/type_conversion/cast/cast_53_i16_outb/test.json @@ -5,13 +5,40 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 53 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 53 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,28 +46,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 53 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 53 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_53_i16_outi32/test.json b/operators/type_conversion/cast/cast_53_i16_outi32/test.json index 62180e61a..0c86d28db 100644 --- a/operators/type_conversion/cast/cast_53_i16_outi32/test.json +++ b/operators/type_conversion/cast/cast_53_i16_outi32/test.json @@ -5,13 +5,40 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 53 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 53 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,28 +46,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 53 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 53 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_53_i16_outi8/test.json b/operators/type_conversion/cast/cast_53_i16_outi8/test.json index ba82032b1..53e009657 100644 --- a/operators/type_conversion/cast/cast_53_i16_outi8/test.json +++ b/operators/type_conversion/cast/cast_53_i16_outi8/test.json @@ -5,13 +5,40 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 53 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 53 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,28 +46,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 53 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 53 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_53x40x22_i16_outb/test.json b/operators/type_conversion/cast/cast_53x40x22_i16_outb/test.json index 5f122a0c6..427ba39b9 100644 --- a/operators/type_conversion/cast/cast_53x40x22_i16_outb/test.json +++ b/operators/type_conversion/cast/cast_53x40x22_i16_outb/test.json @@ -5,13 +5,44 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 53, + 40, + 22 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 53, + 40, + 22 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,32 +50,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 53, - 40, - 22 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 53, - 40, - 22 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_53x40x22_i16_outi32/test.json b/operators/type_conversion/cast/cast_53x40x22_i16_outi32/test.json index c165318fb..5972518df 100644 --- a/operators/type_conversion/cast/cast_53x40x22_i16_outi32/test.json +++ b/operators/type_conversion/cast/cast_53x40x22_i16_outi32/test.json @@ -5,13 +5,44 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 53, + 40, + 22 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 53, + 40, + 22 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,32 +50,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 53, - 40, - 22 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 53, - 40, - 22 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_53x40x22_i16_outi8/test.json b/operators/type_conversion/cast/cast_53x40x22_i16_outi8/test.json index 83b10415d..73d66dda5 100644 --- a/operators/type_conversion/cast/cast_53x40x22_i16_outi8/test.json +++ b/operators/type_conversion/cast/cast_53x40x22_i16_outi8/test.json @@ -5,13 +5,44 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 53, + 40, + 22 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 53, + 40, + 22 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,32 +50,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 53, - 40, - 22 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 53, - 40, - 22 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_56x37x40_i32_outb/test.json b/operators/type_conversion/cast/cast_56x37x40_i32_outb/test.json index bef810501..327c2faaa 100644 --- a/operators/type_conversion/cast/cast_56x37x40_i32_outb/test.json +++ b/operators/type_conversion/cast/cast_56x37x40_i32_outb/test.json @@ -5,13 +5,44 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 56, + 37, + 40 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 56, + 37, + 40 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,32 +50,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 56, - 37, - 40 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 56, - 37, - 40 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_56x37x40_i32_outi16/test.json b/operators/type_conversion/cast/cast_56x37x40_i32_outi16/test.json index 7bc42c8ff..f24523beb 100644 --- a/operators/type_conversion/cast/cast_56x37x40_i32_outi16/test.json +++ b/operators/type_conversion/cast/cast_56x37x40_i32_outi16/test.json @@ -5,13 +5,44 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 56, + 37, + 40 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 56, + 37, + 40 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,32 +50,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 56, - 37, - 40 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 56, - 37, - 40 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_56x37x40_i32_outi8/test.json b/operators/type_conversion/cast/cast_56x37x40_i32_outi8/test.json index 31017eee1..d50d833c2 100644 --- a/operators/type_conversion/cast/cast_56x37x40_i32_outi8/test.json +++ b/operators/type_conversion/cast/cast_56x37x40_i32_outi8/test.json @@ -5,13 +5,44 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 56, + 37, + 40 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 56, + 37, + 40 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,32 +50,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 56, - 37, - 40 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 56, - 37, - 40 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_6x3x14x12x10_i16_outb/test.json b/operators/type_conversion/cast/cast_6x3x14x12x10_i16_outb/test.json index 1c9683c06..0472dce0a 100644 --- a/operators/type_conversion/cast/cast_6x3x14x12x10_i16_outb/test.json +++ b/operators/type_conversion/cast/cast_6x3x14x12x10_i16_outb/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 6, + 3, + 14, + 12, + 10 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 6, + 3, + 14, + 12, + 10 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 6, - 3, - 14, - 12, - 10 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 6, - 3, - 14, - 12, - 10 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_6x3x14x12x10_i16_outi32/test.json b/operators/type_conversion/cast/cast_6x3x14x12x10_i16_outi32/test.json index d68247d6b..fa2869a18 100644 --- a/operators/type_conversion/cast/cast_6x3x14x12x10_i16_outi32/test.json +++ b/operators/type_conversion/cast/cast_6x3x14x12x10_i16_outi32/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 6, + 3, + 14, + 12, + 10 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 6, + 3, + 14, + 12, + 10 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 6, - 3, - 14, - 12, - 10 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 6, - 3, - 14, - 12, - 10 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_6x3x14x12x10_i16_outi8/test.json b/operators/type_conversion/cast/cast_6x3x14x12x10_i16_outi8/test.json index 87bc4a37a..747ec89bd 100644 --- a/operators/type_conversion/cast/cast_6x3x14x12x10_i16_outi8/test.json +++ b/operators/type_conversion/cast/cast_6x3x14x12x10_i16_outi8/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 6, + 3, + 14, + 12, + 10 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 6, + 3, + 14, + 12, + 10 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 6, - 3, - 14, - 12, - 10 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 6, - 3, - 14, - 12, - 10 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_7x13x2x11_i16_outb/test.json b/operators/type_conversion/cast/cast_7x13x2x11_i16_outb/test.json index 036495e63..192cbf0b0 100644 --- a/operators/type_conversion/cast/cast_7x13x2x11_i16_outb/test.json +++ b/operators/type_conversion/cast/cast_7x13x2x11_i16_outb/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_7x13x2x11_i16_outi32/test.json b/operators/type_conversion/cast/cast_7x13x2x11_i16_outi32/test.json index 250c2ce4d..2c1d27b5b 100644 --- a/operators/type_conversion/cast/cast_7x13x2x11_i16_outi32/test.json +++ b/operators/type_conversion/cast/cast_7x13x2x11_i16_outi32/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_7x13x2x11_i16_outi8/test.json b/operators/type_conversion/cast/cast_7x13x2x11_i16_outi8/test.json index c9d059982..6098ee6bd 100644 --- a/operators/type_conversion/cast/cast_7x13x2x11_i16_outi8/test.json +++ b/operators/type_conversion/cast/cast_7x13x2x11_i16_outi8/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_7x13x9x7x7_i32_outb/test.json b/operators/type_conversion/cast/cast_7x13x9x7x7_i32_outb/test.json index a2f6c0817..9f288230b 100644 --- a/operators/type_conversion/cast/cast_7x13x9x7x7_i32_outb/test.json +++ b/operators/type_conversion/cast/cast_7x13x9x7x7_i32_outb/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 13, + 9, + 7, + 7 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 7, + 13, + 9, + 7, + 7 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 13, - 9, - 7, - 7 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 7, - 13, - 9, - 7, - 7 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_7x13x9x7x7_i32_outi16/test.json b/operators/type_conversion/cast/cast_7x13x9x7x7_i32_outi16/test.json index 7ad43da2e..7691d0d83 100644 --- a/operators/type_conversion/cast/cast_7x13x9x7x7_i32_outi16/test.json +++ b/operators/type_conversion/cast/cast_7x13x9x7x7_i32_outi16/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 13, + 9, + 7, + 7 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 7, + 13, + 9, + 7, + 7 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 13, - 9, - 7, - 7 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 7, - 13, - 9, - 7, - 7 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_7x13x9x7x7_i32_outi8/test.json b/operators/type_conversion/cast/cast_7x13x9x7x7_i32_outi8/test.json index 91e374539..3df982bbd 100644 --- a/operators/type_conversion/cast/cast_7x13x9x7x7_i32_outi8/test.json +++ b/operators/type_conversion/cast/cast_7x13x9x7x7_i32_outi8/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 13, + 9, + 7, + 7 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 7, + 13, + 9, + 7, + 7 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 13, - 9, - 7, - 7 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 7, - 13, - 9, - 7, - 7 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_8x2x13x7x8_i8_outb/test.json b/operators/type_conversion/cast/cast_8x2x13x7x8_i8_outb/test.json index 1f61dc674..8337094c8 100644 --- a/operators/type_conversion/cast/cast_8x2x13x7x8_i8_outb/test.json +++ b/operators/type_conversion/cast/cast_8x2x13x7x8_i8_outb/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 8, + 2, + 13, + 7, + 8 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 8, + 2, + 13, + 7, + 8 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 8, - 2, - 13, - 7, - 8 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 8, - 2, - 13, - 7, - 8 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_8x2x13x7x8_i8_outi16/test.json b/operators/type_conversion/cast/cast_8x2x13x7x8_i8_outi16/test.json index 3746e2e75..d54147c12 100644 --- a/operators/type_conversion/cast/cast_8x2x13x7x8_i8_outi16/test.json +++ b/operators/type_conversion/cast/cast_8x2x13x7x8_i8_outi16/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 8, + 2, + 13, + 7, + 8 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 8, + 2, + 13, + 7, + 8 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 8, - 2, - 13, - 7, - 8 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 8, - 2, - 13, - 7, - 8 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_8x2x13x7x8_i8_outi32/test.json b/operators/type_conversion/cast/cast_8x2x13x7x8_i8_outi32/test.json index 3891f328d..412c8eb79 100644 --- a/operators/type_conversion/cast/cast_8x2x13x7x8_i8_outi32/test.json +++ b/operators/type_conversion/cast/cast_8x2x13x7x8_i8_outi32/test.json @@ -5,13 +5,48 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 8, + 2, + 13, + 7, + 8 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 8, + 2, + 13, + 7, + 8 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -19,36 +54,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 8, - 2, - 13, - 7, - 8 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 8, - 2, - 13, - 7, - 8 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_ERRORIF_WrongInputList_12x3_b_outi16/test.json b/operators/type_conversion/cast/cast_ERRORIF_WrongInputList_12x3_b_outi16/test.json index 294f6de99..338f2308b 100644 --- a/operators/type_conversion/cast/cast_ERRORIF_WrongInputList_12x3_b_outi16/test.json +++ b/operators/type_conversion/cast/cast_ERRORIF_WrongInputList_12x3_b_outi16/test.json @@ -5,44 +5,49 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 12, + 3 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 12, + 3 + ], + type: "INT16" + } + ], + inputs: [ + "input-0" ], outputs: [ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 12, - 3 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 12, - 3 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_ERRORIF_WrongInputType_10x7_i4_outb/test.json b/operators/type_conversion/cast/cast_ERRORIF_WrongInputType_10x7_i4_outb/test.json index 8f47b7e8c..0c7427909 100644 --- a/operators/type_conversion/cast/cast_ERRORIF_WrongInputType_10x7_i4_outb/test.json +++ b/operators/type_conversion/cast/cast_ERRORIF_WrongInputType_10x7_i4_outb/test.json @@ -5,13 +5,42 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 10, + 7 + ], + type: "INT4" + }, + { + name: "result-0", + shape: [ + 10, + 7 + ], + type: "BOOL" + } + ], inputs: [ "input-0" ], @@ -19,30 +48,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 10, - 7 - ], - type: "INT4" - }, - { - name: "result-0", - shape: [ - 10, - 7 - ], - type: "BOOL" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_ERRORIF_WrongOutputList_10x1x6x7_b_outi16/test.json b/operators/type_conversion/cast/cast_ERRORIF_WrongOutputList_10x1x6x7_b_outi16/test.json index a354b9640..2f59d76c0 100644 --- a/operators/type_conversion/cast/cast_ERRORIF_WrongOutputList_10x1x6x7_b_outi16/test.json +++ b/operators/type_conversion/cast/cast_ERRORIF_WrongOutputList_10x1x6x7_b_outi16/test.json @@ -5,48 +5,53 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 10, + 1, + 6, + 7 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 10, + 1, + 6, + 7 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], outputs: [ - + "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 10, - 1, - 6, - 7 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 10, - 1, - 6, - 7 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/cast/cast_ERRORIF_WrongOutputType_11x12x12x3_i16_outi48/test.json b/operators/type_conversion/cast/cast_ERRORIF_WrongOutputType_11x12x12x3_i16_outi48/test.json index 4e859ef40..30e6dc611 100644 --- a/operators/type_conversion/cast/cast_ERRORIF_WrongOutputType_11x12x12x3_i16_outi48/test.json +++ b/operators/type_conversion/cast/cast_ERRORIF_WrongOutputType_11x12x12x3_i16_outi48/test.json @@ -5,13 +5,46 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CAST", - attribute_type: "NONE", + name: "main", + operators: [ + { + op: "CAST", + attribute_type: "NONE", + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 11, + 12, + 12, + 3 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 11, + 12, + 12, + 3 + ], + type: "INT48" + } + ], inputs: [ "input-0" ], @@ -19,34 +52,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 11, - 12, - 12, - 3 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 11, - 12, - 12, - 3 - ], - type: "INT48" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_10x3x12x11x6_i32_outi16_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_10x3x12x11x6_i32_outi16_sc1_dr1_pc1/test.json index f2887ac88..ee654a03a 100644 --- a/operators/type_conversion/rescale/rescale_10x3x12x11x6_i32_outi16_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_10x3x12x11x6_i32_outi16_sc1_dr1_pc1/test.json @@ -5,36 +5,71 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1959224576, - 1282587520, - 1764828416, - 1369095552, - 1855094272, - 1538672000 - ], - shift: [ - 48, - 48, - 50, - 48, - 48, - 48 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1959224576, + 1282587520, + 1764828416, + 1369095552, + 1855094272, + 1538672000 + ], + shift: [ + 48, + 48, + 50, + 48, + 48, + 48 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 10, + 3, + 12, + 11, + 6 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 10, + 3, + 12, + 11, + 6 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -42,36 +77,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 10, - 3, - 12, - 11, - 6 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 10, - 3, - 12, - 11, - 6 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_10x3x12x11x6_i32_outi32_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_10x3x12x11x6_i32_outi32_sc0_dr0_pc1/test.json index 280f27fe0..b57d0baf7 100644 --- a/operators/type_conversion/rescale/rescale_10x3x12x11x6_i32_outi32_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_10x3x12x11x6_i32_outi32_sc0_dr0_pc1/test.json @@ -5,36 +5,71 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 32466, - 16965, - 22877, - 27531, - 20425, - 30999 - ], - shift: [ - 17, - 18, - 15, - 16, - 15, - 15 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 32466, + 16965, + 22877, + 27531, + 20425, + 30999 + ], + shift: [ + 17, + 18, + 15, + 16, + 15, + 15 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 10, + 3, + 12, + 11, + 6 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 10, + 3, + 12, + 11, + 6 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -42,36 +77,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 10, - 3, - 12, - 11, - 6 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 10, - 3, - 12, - 11, - 6 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_10x3x12x11x6_i32_outi8_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_10x3x12x11x6_i32_outi8_sc0_dr0_pc0/test.json index 5a38fa4c1..9a41b39e4 100644 --- a/operators/type_conversion/rescale/rescale_10x3x12x11x6_i32_outi8_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_10x3x12x11x6_i32_outi8_sc0_dr0_pc0/test.json @@ -5,26 +5,61 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: -79, - multiplier: [ - 32195 - ], - shift: [ - 38 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -79, + multiplier: [ + 32195 + ], + shift: [ + 38 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 10, + 3, + 12, + 11, + 6 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 10, + 3, + 12, + 11, + 6 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -32,36 +67,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 10, - 3, - 12, - 11, - 6 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 10, - 3, - 12, - 11, - 6 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_12x10x7x13x9_u8_outi16_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_12x10x7x13x9_u8_outi16_sc0_dr0_pc1/test.json index 03dbd4383..fffd49e93 100644 --- a/operators/type_conversion/rescale/rescale_12x10x7x13x9_u8_outi16_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_12x10x7x13x9_u8_outi16_sc0_dr0_pc1/test.json @@ -5,42 +5,77 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 129, - output_zp: 0, - multiplier: [ - 23190, - 28487, - 23416, - 18703, - 17704, - 24212, - 27728, - 19294, - 26956 - ], - shift: [ - 8, - 8, - 10, - 9, - 10, - 8, - 8, - 8, - 8 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 129, + output_zp: 0, + multiplier: [ + 23190, + 28487, + 23416, + 18703, + 17704, + 24212, + 27728, + 19294, + 26956 + ], + shift: [ + 8, + 8, + 10, + 9, + 10, + 8, + 8, + 8, + 8 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 12, + 10, + 7, + 13, + 9 + ], + type: "UINT8" + }, + { + name: "result-0", + shape: [ + 12, + 10, + 7, + 13, + 9 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -48,36 +83,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 12, - 10, - 7, - 13, - 9 - ], - type: "UINT8" - }, - { - name: "result-0", - shape: [ - 12, - 10, - 7, - 13, - 9 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_12x10x7x13x9_u8_outi8_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_12x10x7x13x9_u8_outi8_sc1_dr0_pc1/test.json index 420e3d3d3..5d1c6eb19 100644 --- a/operators/type_conversion/rescale/rescale_12x10x7x13x9_u8_outi8_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_12x10x7x13x9_u8_outi8_sc1_dr0_pc1/test.json @@ -5,42 +5,77 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 112, - output_zp: 76, - multiplier: [ - 1386289024, - 1813914112, - 1628625408, - 1807434368, - 1358305152, - 1395628032, - 1521214336, - 1384963584, - 2087697536 - ], - shift: [ - 31, - 32, - 31, - 33, - 32, - 34, - 31, - 31, - 31 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 112, + output_zp: 76, + multiplier: [ + 1386289024, + 1813914112, + 1628625408, + 1807434368, + 1358305152, + 1395628032, + 1521214336, + 1384963584, + 2087697536 + ], + shift: [ + 31, + 32, + 31, + 33, + 32, + 34, + 31, + 31, + 31 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 12, + 10, + 7, + 13, + 9 + ], + type: "UINT8" + }, + { + name: "result-0", + shape: [ + 12, + 10, + 7, + 13, + 9 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -48,36 +83,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 12, - 10, - 7, - 13, - 9 - ], - type: "UINT8" - }, - { - name: "result-0", - shape: [ - 12, - 10, - 7, - 13, - 9 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_12x12x11x12_i32_outi16_sc1_dr1_pc0/test.json b/operators/type_conversion/rescale/rescale_12x12x11x12_i32_outi16_sc1_dr1_pc0/test.json index d6ab31efc..3df4e48a7 100644 --- a/operators/type_conversion/rescale/rescale_12x12x11x12_i32_outi16_sc1_dr1_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_12x12x11x12_i32_outi16_sc1_dr1_pc0/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1296448384 - ], - shift: [ - 48 - ], - scale32: true, - double_round: true, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1296448384 + ], + shift: [ + 48 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 12, + 12, + 11, + 12 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 12, + 12, + 11, + 12 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 12, - 12, - 11, - 12 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 12, - 12, - 11, - 12 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_12x12x11x12_i32_outi32_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_12x12x11x12_i32_outi32_sc0_dr0_pc1/test.json index 31aa3a9fd..12006d5fe 100644 --- a/operators/type_conversion/rescale/rescale_12x12x11x12_i32_outi32_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_12x12x11x12_i32_outi32_sc0_dr0_pc1/test.json @@ -5,48 +5,81 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 17340, - 16578, - 29578, - 24960, - 19760, - 25938, - 20491, - 19806, - 32130, - 17259, - 22815, - 24776 - ], - shift: [ - 19, - 15, - 15, - 17, - 15, - 15, - 16, - 15, - 15, - 19, - 15, - 15 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 17340, + 16578, + 29578, + 24960, + 19760, + 25938, + 20491, + 19806, + 32130, + 17259, + 22815, + 24776 + ], + shift: [ + 19, + 15, + 15, + 17, + 15, + 15, + 16, + 15, + 15, + 19, + 15, + 15 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 12, + 12, + 11, + 12 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 12, + 12, + 11, + 12 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -54,34 +87,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 12, - 12, - 11, - 12 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 12, - 12, - 11, - 12 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_12x12x11x12_i32_outi8_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_12x12x11x12_i32_outi8_sc0_dr0_pc0/test.json index 4a385ddfd..4bbb83318 100644 --- a/operators/type_conversion/rescale/rescale_12x12x11x12_i32_outi8_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_12x12x11x12_i32_outi8_sc0_dr0_pc0/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 109, - multiplier: [ - 18298 - ], - shift: [ - 38 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 109, + multiplier: [ + 18298 + ], + shift: [ + 38 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 12, + 12, + 11, + 12 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 12, + 12, + 11, + 12 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 12, - 12, - 11, - 12 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 12, - 12, - 11, - 12 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_12x12x3x6x8_u16_outi16_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_12x12x3x6x8_u16_outi16_sc1_dr0_pc1/test.json index e2bed1ef9..f82c88b0c 100644 --- a/operators/type_conversion/rescale/rescale_12x12x3x6x8_u16_outi16_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_12x12x3x6x8_u16_outi16_sc1_dr0_pc1/test.json @@ -5,40 +5,75 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1235732224, - 1553337216, - 1337305088, - 1964792192, - 1129578624, - 1078242176, - 2138570368, - 1607979776 - ], - shift: [ - 32, - 34, - 34, - 33, - 32, - 32, - 34, - 34 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1235732224, + 1553337216, + 1337305088, + 1964792192, + 1129578624, + 1078242176, + 2138570368, + 1607979776 + ], + shift: [ + 32, + 34, + 34, + 33, + 32, + 32, + 34, + 34 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 12, + 12, + 3, + 6, + 8 + ], + type: "UINT16" + }, + { + name: "result-0", + shape: [ + 12, + 12, + 3, + 6, + 8 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -46,36 +81,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 12, - 12, - 3, - 6, - 8 - ], - type: "UINT16" - }, - { - name: "result-0", - shape: [ - 12, - 12, - 3, - 6, - 8 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outi16_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outi16_sc0_dr0_pc1/test.json index eccbcf1ff..758eb03e9 100644 --- a/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outi16_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outi16_sc0_dr0_pc1/test.json @@ -5,34 +5,69 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 32447, - 24705, - 17166, - 17054, - 29341 - ], - shift: [ - 18, - 15, - 19, - 16, - 19 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 32447, + 24705, + 17166, + 17054, + 29341 + ], + shift: [ + 18, + 15, + 19, + 16, + 19 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 14, + 1, + 13, + 13, + 5 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 14, + 1, + 13, + 13, + 5 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -40,36 +75,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 14, - 1, - 13, - 13, - 5 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 14, - 1, - 13, - 13, - 5 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outi32_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outi32_sc0_dr0_pc0/test.json index 7ea52a0b7..06b433546 100644 --- a/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outi32_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outi32_sc0_dr0_pc0/test.json @@ -5,26 +5,61 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 8191 - ], - shift: [ - 2 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 8191 + ], + shift: [ + 2 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 14, + 1, + 13, + 13, + 5 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 14, + 1, + 13, + 13, + 5 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -32,36 +67,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 14, - 1, - 13, - 13, - 5 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 14, - 1, - 13, - 13, - 5 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outi8_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outi8_sc1_dr0_pc1/test.json index f8c2970be..807080df8 100644 --- a/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outi8_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outi8_sc1_dr0_pc1/test.json @@ -5,34 +5,69 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: -93, - multiplier: [ - 1307776512, - 1188172928, - 1550659072, - 1815198976, - 1532977664 - ], - shift: [ - 38, - 38, - 39, - 38, - 39 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -93, + multiplier: [ + 1307776512, + 1188172928, + 1550659072, + 1815198976, + 1532977664 + ], + shift: [ + 38, + 38, + 39, + 38, + 39 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 14, + 1, + 13, + 13, + 5 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 14, + 1, + 13, + 13, + 5 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -40,36 +75,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 14, - 1, - 13, - 13, - 5 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 14, - 1, - 13, - 13, - 5 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outu16_sc1_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outu16_sc1_dr0_pc0/test.json index 6ce876e49..a7a0bfbcc 100644 --- a/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outu16_sc1_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outu16_sc1_dr0_pc0/test.json @@ -5,26 +5,61 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1848290176 - ], - shift: [ - 30 - ], - scale32: true, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1848290176 + ], + shift: [ + 30 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 14, + 1, + 13, + 13, + 5 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 14, + 1, + 13, + 13, + 5 + ], + type: "UINT16" + } + ], inputs: [ "input-0" ], @@ -32,36 +67,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 14, - 1, - 13, - 13, - 5 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 14, - 1, - 13, - 13, - 5 - ], - type: "UINT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outu8_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outu8_sc1_dr1_pc1/test.json index 5cbd1470c..2d1b93141 100644 --- a/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outu8_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_14x1x13x13x5_i16_outu8_sc1_dr1_pc1/test.json @@ -5,34 +5,69 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 152, - multiplier: [ - 1825418880, - 1742758528, - 1619707904, - 1983605120, - 1510849408 - ], - shift: [ - 39, - 38, - 41, - 38, - 43 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 152, + multiplier: [ + 1825418880, + 1742758528, + 1619707904, + 1983605120, + 1510849408 + ], + shift: [ + 39, + 38, + 41, + 38, + 43 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 14, + 1, + 13, + 13, + 5 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 14, + 1, + 13, + 13, + 5 + ], + type: "UINT8" + } + ], inputs: [ "input-0" ], @@ -40,36 +75,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 14, - 1, - 13, - 13, - 5 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 14, - 1, - 13, - 13, - 5 - ], - type: "UINT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_17_u8_outi16_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_17_u8_outi16_sc0_dr0_pc0/test.json index feecb0351..34d2e34bf 100644 --- a/operators/type_conversion/rescale/rescale_17_u8_outi16_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_17_u8_outi16_sc0_dr0_pc0/test.json @@ -5,26 +5,53 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 123, - output_zp: 0, - multiplier: [ - 25649 - ], - shift: [ - 8 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 123, + output_zp: 0, + multiplier: [ + 25649 + ], + shift: [ + 8 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 17 + ], + type: "UINT8" + }, + { + name: "result-0", + shape: [ + 17 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,28 +59,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 17 - ], - type: "UINT8" - }, - { - name: "result-0", - shape: [ - 17 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_17_u8_outi8_sc1_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_17_u8_outi8_sc1_dr0_pc0/test.json index a0d0611f2..c684feaad 100644 --- a/operators/type_conversion/rescale/rescale_17_u8_outi8_sc1_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_17_u8_outi8_sc1_dr0_pc0/test.json @@ -5,26 +5,53 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 195, - output_zp: 19, - multiplier: [ - 1188802688 - ], - shift: [ - 31 - ], - scale32: true, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 195, + output_zp: 19, + multiplier: [ + 1188802688 + ], + shift: [ + 31 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 17 + ], + type: "UINT8" + }, + { + name: "result-0", + shape: [ + 17 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -32,28 +59,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 17 - ], - type: "UINT8" - }, - { - name: "result-0", - shape: [ - 17 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_17x27_u8_outi16_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_17x27_u8_outi16_sc0_dr0_pc0/test.json index 5a8d091a6..5578c87d5 100644 --- a/operators/type_conversion/rescale/rescale_17x27_u8_outi16_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_17x27_u8_outi16_sc0_dr0_pc0/test.json @@ -5,26 +5,55 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 5, - output_zp: 0, - multiplier: [ - 25660 - ], - shift: [ - 10 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 5, + output_zp: 0, + multiplier: [ + 25660 + ], + shift: [ + 10 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 17, + 27 + ], + type: "UINT8" + }, + { + name: "result-0", + shape: [ + 17, + 27 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,30 +61,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 17, - 27 - ], - type: "UINT8" - }, - { - name: "result-0", - shape: [ - 17, - 27 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_17x27_u8_outi8_sc1_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_17x27_u8_outi8_sc1_dr0_pc0/test.json index df581b61d..a6a48208e 100644 --- a/operators/type_conversion/rescale/rescale_17x27_u8_outi8_sc1_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_17x27_u8_outi8_sc1_dr0_pc0/test.json @@ -5,26 +5,55 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 35, - output_zp: 112, - multiplier: [ - 1277242752 - ], - shift: [ - 31 - ], - scale32: true, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 35, + output_zp: 112, + multiplier: [ + 1277242752 + ], + shift: [ + 31 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 17, + 27 + ], + type: "UINT8" + }, + { + name: "result-0", + shape: [ + 17, + 27 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -32,30 +61,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 17, - 27 - ], - type: "UINT8" - }, - { - name: "result-0", - shape: [ - 17, - 27 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_19x17_i8_outi16_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_19x17_i8_outi16_sc1_dr0_pc1/test.json index 90871dda2..14a88db36 100644 --- a/operators/type_conversion/rescale/rescale_19x17_i8_outi16_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_19x17_i8_outi16_sc1_dr0_pc1/test.json @@ -5,58 +5,87 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -27, - output_zp: 0, - multiplier: [ - 1439014784, - 1368805504, - 2063594880, - 1840971776, - 2090203264, - 1434083584, - 1303815040, - 2036706560, - 1080969472, - 1829516032, - 1232614912, - 1779894016, - 1743686528, - 1333932544, - 1682805248, - 1408593920, - 1977577344 - ], - shift: [ - 25, - 24, - 24, - 25, - 24, - 24, - 24, - 26, - 27, - 24, - 24, - 25, - 24, - 25, - 24, - 25, - 24 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -27, + output_zp: 0, + multiplier: [ + 1439014784, + 1368805504, + 2063594880, + 1840971776, + 2090203264, + 1434083584, + 1303815040, + 2036706560, + 1080969472, + 1829516032, + 1232614912, + 1779894016, + 1743686528, + 1333932544, + 1682805248, + 1408593920, + 1977577344 + ], + shift: [ + 25, + 24, + 24, + 25, + 24, + 24, + 24, + 26, + 27, + 24, + 24, + 25, + 24, + 25, + 24, + 25, + 24 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 19, + 17 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 19, + 17 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -64,30 +93,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 19, - 17 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 19, - 17 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_19x17_i8_outi32_sc1_dr1_pc0/test.json b/operators/type_conversion/rescale/rescale_19x17_i8_outi32_sc1_dr1_pc0/test.json index d434b3b90..f1a08e65c 100644 --- a/operators/type_conversion/rescale/rescale_19x17_i8_outi32_sc1_dr1_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_19x17_i8_outi32_sc1_dr1_pc0/test.json @@ -5,26 +5,55 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -37, - output_zp: 0, - multiplier: [ - 2119329152 - ], - shift: [ - 10 - ], - scale32: true, - double_round: true, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -37, + output_zp: 0, + multiplier: [ + 2119329152 + ], + shift: [ + 10 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 19, + 17 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 19, + 17 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -32,30 +61,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 19, - 17 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 19, - 17 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_19x17_i8_outi8_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_19x17_i8_outi8_sc1_dr1_pc1/test.json index b87478f43..9c095e90a 100644 --- a/operators/type_conversion/rescale/rescale_19x17_i8_outi8_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_19x17_i8_outi8_sc1_dr1_pc1/test.json @@ -5,58 +5,87 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -119, - output_zp: -10, - multiplier: [ - 1433411968, - 1626317824, - 1977500544, - 1676139648, - 1656328064, - 1644710400, - 1480598784, - 1905391488, - 1496870144, - 1680531584, - 1564826112, - 1432951552, - 2064876928, - 1089857920, - 1766615936, - 1110386048, - 1151389568 - ], - shift: [ - 33, - 33, - 33, - 31, - 31, - 32, - 33, - 34, - 34, - 32, - 35, - 32, - 31, - 31, - 31, - 33, - 32 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -119, + output_zp: -10, + multiplier: [ + 1433411968, + 1626317824, + 1977500544, + 1676139648, + 1656328064, + 1644710400, + 1480598784, + 1905391488, + 1496870144, + 1680531584, + 1564826112, + 1432951552, + 2064876928, + 1089857920, + 1766615936, + 1110386048, + 1151389568 + ], + shift: [ + 33, + 33, + 33, + 31, + 31, + 32, + 33, + 34, + 34, + 32, + 35, + 32, + 31, + 31, + 31, + 33, + 32 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 19, + 17 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 19, + 17 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -64,30 +93,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 19, - 17 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 19, - 17 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_19x17_i8_outu8_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_19x17_i8_outu8_sc0_dr0_pc1/test.json index 52646b897..2b670a5df 100644 --- a/operators/type_conversion/rescale/rescale_19x17_i8_outu8_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_19x17_i8_outu8_sc0_dr0_pc1/test.json @@ -5,58 +5,87 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 69, - output_zp: 212, - multiplier: [ - 16398, - 24738, - 16835, - 19580, - 22250, - 23480, - 17158, - 26011, - 19677, - 26464, - 22986, - 26873, - 22804, - 27706, - 23623, - 22805, - 24000 - ], - shift: [ - 18, - 15, - 15, - 18, - 15, - 15, - 15, - 15, - 16, - 17, - 16, - 16, - 15, - 15, - 15, - 17, - 16 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 69, + output_zp: 212, + multiplier: [ + 16398, + 24738, + 16835, + 19580, + 22250, + 23480, + 17158, + 26011, + 19677, + 26464, + 22986, + 26873, + 22804, + 27706, + 23623, + 22805, + 24000 + ], + shift: [ + 18, + 15, + 15, + 18, + 15, + 15, + 15, + 15, + 16, + 17, + 16, + 16, + 15, + 15, + 15, + 17, + 16 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 19, + 17 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 19, + 17 + ], + type: "UINT8" + } + ], inputs: [ "input-0" ], @@ -64,30 +93,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 19, - 17 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 19, - 17 - ], - type: "UINT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outi16_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outi16_sc1_dr0_pc1/test.json index 8e26d4c37..0080f06aa 100644 --- a/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outi16_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outi16_sc1_dr0_pc1/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -50, - output_zp: 0, - multiplier: [ - 2072144128 - ], - shift: [ - 25 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -50, + output_zp: 0, + multiplier: [ + 2072144128 + ], + shift: [ + 25 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 2, + 65533, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 2, + 65533, + 1 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 2, - 65533, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 2, - 65533, - 1 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outi32_sc1_dr1_pc0/test.json b/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outi32_sc1_dr1_pc0/test.json index ea1093448..da53bd8bd 100644 --- a/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outi32_sc1_dr1_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outi32_sc1_dr1_pc0/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 58, - output_zp: 0, - multiplier: [ - 1596073344 - ], - shift: [ - 11 - ], - scale32: true, - double_round: true, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 58, + output_zp: 0, + multiplier: [ + 1596073344 + ], + shift: [ + 11 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 2, + 65533, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 2, + 65533, + 1 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 2, - 65533, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 2, - 65533, - 1 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outi8_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outi8_sc1_dr1_pc1/test.json index af8db0c0d..704500dbc 100644 --- a/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outi8_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outi8_sc1_dr1_pc1/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -6, - output_zp: -16, - multiplier: [ - 1983691392 - ], - shift: [ - 33 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -6, + output_zp: -16, + multiplier: [ + 1983691392 + ], + shift: [ + 33 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 2, + 65533, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 2, + 65533, + 1 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 2, - 65533, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 2, - 65533, - 1 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outu8_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outu8_sc0_dr0_pc0/test.json index 9af664f87..05f3ea6b3 100644 --- a/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outu8_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_1x2x65533x1_i8_outu8_sc0_dr0_pc0/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -105, - output_zp: 58, - multiplier: [ - 19163 - ], - shift: [ - 15 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -105, + output_zp: 58, + multiplier: [ + 19163 + ], + shift: [ + 15 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 2, + 65533, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 2, + 65533, + 1 + ], + type: "UINT8" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 2, - 65533, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 2, - 65533, - 1 - ], - type: "UINT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outi16_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outi16_sc1_dr0_pc1/test.json index 21546c3b8..1c3c45201 100644 --- a/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outi16_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outi16_sc1_dr0_pc1/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 44, - output_zp: 0, - multiplier: [ - 1917280384 - ], - shift: [ - 25 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 44, + output_zp: 0, + multiplier: [ + 1917280384 + ], + shift: [ + 25 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 65539, + 1, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 65539, + 1, + 1 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 65539, - 1, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 65539, - 1, - 1 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outi32_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outi32_sc1_dr1_pc1/test.json index 1952ec5b6..11854c149 100644 --- a/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outi32_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outi32_sc1_dr1_pc1/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -78, - output_zp: 0, - multiplier: [ - 1227760512 - ], - shift: [ - 10 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -78, + output_zp: 0, + multiplier: [ + 1227760512 + ], + shift: [ + 10 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 65539, + 1, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 65539, + 1, + 1 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 65539, - 1, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 65539, - 1, - 1 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outi8_sc1_dr1_pc0/test.json b/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outi8_sc1_dr1_pc0/test.json index 33c4afa0d..0688f75cd 100644 --- a/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outi8_sc1_dr1_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outi8_sc1_dr1_pc0/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 60, - multiplier: [ - 1508091520 - ], - shift: [ - 33 - ], - scale32: true, - double_round: true, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 60, + multiplier: [ + 1508091520 + ], + shift: [ + 33 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 65539, + 1, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 65539, + 1, + 1 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 65539, - 1, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 65539, - 1, - 1 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outu8_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outu8_sc0_dr0_pc0/test.json index 446f2e0bf..305dd40f0 100644 --- a/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outu8_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_1x65539x1x1_i8_outu8_sc0_dr0_pc0/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -119, - output_zp: 200, - multiplier: [ - 21841 - ], - shift: [ - 18 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -119, + output_zp: 200, + multiplier: [ + 21841 + ], + shift: [ + 18 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 1, + 65539, + 1, + 1 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 1, + 65539, + 1, + 1 + ], + type: "UINT8" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 1, - 65539, - 1, - 1 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 1, - 65539, - 1, - 1 - ], - type: "UINT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_21x18x30_i8_outi16_sc1_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_21x18x30_i8_outi16_sc1_dr0_pc0/test.json index e104065cb..827bbf9d1 100644 --- a/operators/type_conversion/rescale/rescale_21x18x30_i8_outi16_sc1_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_21x18x30_i8_outi16_sc1_dr0_pc0/test.json @@ -5,26 +5,57 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 106, - output_zp: 0, - multiplier: [ - 1743606912 - ], - shift: [ - 24 - ], - scale32: true, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 106, + output_zp: 0, + multiplier: [ + 1743606912 + ], + shift: [ + 24 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 21, + 18, + 30 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 21, + 18, + 30 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,32 +63,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 21, - 18, - 30 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 21, - 18, - 30 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_21x18x30_i8_outi32_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_21x18x30_i8_outi32_sc1_dr1_pc1/test.json index be1bcbd5d..5195d47b3 100644 --- a/operators/type_conversion/rescale/rescale_21x18x30_i8_outi32_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_21x18x30_i8_outi32_sc1_dr1_pc1/test.json @@ -5,84 +5,115 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -48, - output_zp: 0, - multiplier: [ - 1644675072, - 1958453632, - 1635893632, - 1181924224, - 1824844672, - 1435735168, - 1973676544, - 1623838208, - 1234751232, - 2072981888, - 2002839040, - 2047805568, - 1085224960, - 1505511424, - 1871223040, - 1794782848, - 1237985920, - 1504127872, - 1145218048, - 1424383488, - 1665031552, - 2016289664, - 1718202624, - 1215867264, - 1292528640, - 1453417856, - 1609294976, - 1429866112, - 1637156608, - 1841930624 - ], - shift: [ - 9, - 11, - 8, - 9, - 8, - 11, - 12, - 8, - 8, - 10, - 8, - 9, - 9, - 9, - 8, - 9, - 8, - 11, - 9, - 8, - 8, - 8, - 8, - 8, - 8, - 8, - 8, - 12, - 8, - 11 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -48, + output_zp: 0, + multiplier: [ + 1644675072, + 1958453632, + 1635893632, + 1181924224, + 1824844672, + 1435735168, + 1973676544, + 1623838208, + 1234751232, + 2072981888, + 2002839040, + 2047805568, + 1085224960, + 1505511424, + 1871223040, + 1794782848, + 1237985920, + 1504127872, + 1145218048, + 1424383488, + 1665031552, + 2016289664, + 1718202624, + 1215867264, + 1292528640, + 1453417856, + 1609294976, + 1429866112, + 1637156608, + 1841930624 + ], + shift: [ + 9, + 11, + 8, + 9, + 8, + 11, + 12, + 8, + 8, + 10, + 8, + 9, + 9, + 9, + 8, + 9, + 8, + 11, + 9, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 12, + 8, + 11 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 21, + 18, + 30 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 21, + 18, + 30 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -90,32 +121,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 21, - 18, - 30 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 21, - 18, - 30 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_21x18x30_i8_outi8_sc1_dr1_pc0/test.json b/operators/type_conversion/rescale/rescale_21x18x30_i8_outi8_sc1_dr1_pc0/test.json index 417d90b56..5e4e5078f 100644 --- a/operators/type_conversion/rescale/rescale_21x18x30_i8_outi8_sc1_dr1_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_21x18x30_i8_outi8_sc1_dr1_pc0/test.json @@ -5,26 +5,57 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -86, - output_zp: 64, - multiplier: [ - 1369570816 - ], - shift: [ - 31 - ], - scale32: true, - double_round: true, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -86, + output_zp: 64, + multiplier: [ + 1369570816 + ], + shift: [ + 31 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 21, + 18, + 30 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 21, + 18, + 30 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -32,32 +63,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 21, - 18, - 30 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 21, - 18, - 30 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_21x18x30_i8_outu8_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_21x18x30_i8_outu8_sc0_dr0_pc0/test.json index f4163bfa8..9201c6e35 100644 --- a/operators/type_conversion/rescale/rescale_21x18x30_i8_outu8_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_21x18x30_i8_outu8_sc0_dr0_pc0/test.json @@ -5,26 +5,57 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 83, - output_zp: 48, - multiplier: [ - 23760 - ], - shift: [ - 16 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 83, + output_zp: 48, + multiplier: [ + 23760 + ], + shift: [ + 16 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 21, + 18, + 30 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 21, + 18, + 30 + ], + type: "UINT8" + } + ], inputs: [ "input-0" ], @@ -32,32 +63,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 21, - 18, - 30 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 21, - 18, - 30 - ], - type: "UINT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_22_i48_outi8_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_22_i48_outi8_sc0_dr0_pc1/test.json index 527eecf9f..a21897533 100644 --- a/operators/type_conversion/rescale/rescale_22_i48_outi8_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_22_i48_outi8_sc0_dr0_pc1/test.json @@ -5,68 +5,95 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 16, - multiplier: [ - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384 - ], - shift: [ - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 16, + multiplier: [ + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384 + ], + shift: [ + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 22 + ], + type: "INT48" + }, + { + name: "result-0", + shape: [ + 22 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -74,28 +101,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 22 - ], - type: "INT48" - }, - { - name: "result-0", - shape: [ - 22 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_23_i32_outi16_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_23_i32_outi16_sc1_dr1_pc1/test.json index b268d011c..53747051b 100644 --- a/operators/type_conversion/rescale/rescale_23_i32_outi16_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_23_i32_outi16_sc1_dr1_pc1/test.json @@ -5,70 +5,97 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1900722688, - 2101378048, - 1216669440, - 1311598208, - 1476467840, - 1627706880, - 1230910848, - 1200766208, - 1894413184, - 1779635840, - 1120721152, - 1201028864, - 1101009408, - 1319384064, - 1605106560, - 1398731264, - 1866884352, - 1893545344, - 2132831360, - 1960855808, - 1692526208, - 1740111488, - 1622800384 - ], - shift: [ - 47, - 48, - 49, - 49, - 47, - 51, - 48, - 49, - 48, - 48, - 47, - 48, - 51, - 47, - 48, - 47, - 50, - 53, - 49, - 48, - 48, - 47, - 48 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1900722688, + 2101378048, + 1216669440, + 1311598208, + 1476467840, + 1627706880, + 1230910848, + 1200766208, + 1894413184, + 1779635840, + 1120721152, + 1201028864, + 1101009408, + 1319384064, + 1605106560, + 1398731264, + 1866884352, + 1893545344, + 2132831360, + 1960855808, + 1692526208, + 1740111488, + 1622800384 + ], + shift: [ + 47, + 48, + 49, + 49, + 47, + 51, + 48, + 49, + 48, + 48, + 47, + 48, + 51, + 47, + 48, + 47, + 50, + 53, + 49, + 48, + 48, + 47, + 48 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 23 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 23 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -76,28 +103,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 23 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 23 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_23_i32_outi32_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_23_i32_outi32_sc0_dr0_pc0/test.json index 255cb55c6..7a581d194 100644 --- a/operators/type_conversion/rescale/rescale_23_i32_outi32_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_23_i32_outi32_sc0_dr0_pc0/test.json @@ -5,26 +5,53 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 18665 - ], - shift: [ - 16 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 18665 + ], + shift: [ + 16 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 23 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 23 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -32,28 +59,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 23 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 23 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_23_i32_outi8_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_23_i32_outi8_sc0_dr0_pc1/test.json index 31c6f51ff..52faec72c 100644 --- a/operators/type_conversion/rescale/rescale_23_i32_outi8_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_23_i32_outi8_sc0_dr0_pc1/test.json @@ -5,70 +5,97 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: -110, - multiplier: [ - 17373, - 27107, - 19013, - 25376, - 20674, - 28907, - 20921, - 17109, - 23355, - 29320, - 22680, - 30648, - 22245, - 26102, - 17085, - 20124, - 32290, - 27593, - 21640, - 22480, - 28063, - 20380, - 25068 - ], - shift: [ - 40, - 38, - 38, - 38, - 38, - 38, - 38, - 38, - 38, - 39, - 39, - 39, - 40, - 38, - 39, - 40, - 40, - 38, - 39, - 38, - 38, - 41, - 38 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -110, + multiplier: [ + 17373, + 27107, + 19013, + 25376, + 20674, + 28907, + 20921, + 17109, + 23355, + 29320, + 22680, + 30648, + 22245, + 26102, + 17085, + 20124, + 32290, + 27593, + 21640, + 22480, + 28063, + 20380, + 25068 + ], + shift: [ + 40, + 38, + 38, + 38, + 38, + 38, + 38, + 38, + 38, + 39, + 39, + 39, + 40, + 38, + 39, + 40, + 40, + 38, + 39, + 38, + 38, + 41, + 38 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 23 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 23 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -76,28 +103,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 23 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 23 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_23x19x17_i48_outi8_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_23x19x17_i48_outi8_sc0_dr0_pc1/test.json index 9c2c43c71..78db9a02f 100644 --- a/operators/type_conversion/rescale/rescale_23x19x17_i48_outi8_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_23x19x17_i48_outi8_sc0_dr0_pc1/test.json @@ -5,58 +5,89 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: -93, - multiplier: [ - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384 - ], - shift: [ - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -93, + multiplier: [ + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384 + ], + shift: [ + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 23, + 19, + 17 + ], + type: "INT48" + }, + { + name: "result-0", + shape: [ + 23, + 19, + 17 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -64,32 +95,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 23, - 19, - 17 - ], - type: "INT48" - }, - { - name: "result-0", - shape: [ - 23, - 19, - 17 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_24x18_u16_outi16_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_24x18_u16_outi16_sc1_dr0_pc1/test.json index 38779dcb4..f3d57a997 100644 --- a/operators/type_conversion/rescale/rescale_24x18_u16_outi16_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_24x18_u16_outi16_sc1_dr0_pc1/test.json @@ -5,60 +5,89 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1686117632, - 1183501568, - 1927077760, - 1917838720, - 1139144448, - 1232150144, - 1959687808, - 1480488576, - 1465348608, - 1397138304, - 2142326784, - 2069278208, - 1441400704, - 2114984448, - 1812900736, - 1190283264, - 1962969088, - 1428218624 - ], - shift: [ - 32, - 32, - 32, - 32, - 32, - 32, - 33, - 32, - 32, - 32, - 36, - 32, - 33, - 34, - 34, - 35, - 33, - 36 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1686117632, + 1183501568, + 1927077760, + 1917838720, + 1139144448, + 1232150144, + 1959687808, + 1480488576, + 1465348608, + 1397138304, + 2142326784, + 2069278208, + 1441400704, + 2114984448, + 1812900736, + 1190283264, + 1962969088, + 1428218624 + ], + shift: [ + 32, + 32, + 32, + 32, + 32, + 32, + 33, + 32, + 32, + 32, + 36, + 32, + 33, + 34, + 34, + 35, + 33, + 36 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 24, + 18 + ], + type: "UINT16" + }, + { + name: "result-0", + shape: [ + 24, + 18 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -66,30 +95,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 24, - 18 - ], - type: "UINT16" - }, - { - name: "result-0", - shape: [ - 24, - 18 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_24x30x17_u16_outi16_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_24x30x17_u16_outi16_sc1_dr0_pc1/test.json index ca675020f..d7fc20442 100644 --- a/operators/type_conversion/rescale/rescale_24x30x17_u16_outi16_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_24x30x17_u16_outi16_sc1_dr0_pc1/test.json @@ -5,58 +5,89 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1992657536, - 1581035776, - 1945799936, - 1899976064, - 1510887296, - 1211759360, - 1767635456, - 1417834752, - 1811250432, - 1634845952, - 1125180928, - 1542401792, - 1880056320, - 2142618880, - 2136784384, - 2140610816, - 1702192768 - ], - shift: [ - 32, - 33, - 32, - 32, - 32, - 33, - 33, - 34, - 33, - 33, - 32, - 38, - 32, - 38, - 32, - 32, - 33 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1992657536, + 1581035776, + 1945799936, + 1899976064, + 1510887296, + 1211759360, + 1767635456, + 1417834752, + 1811250432, + 1634845952, + 1125180928, + 1542401792, + 1880056320, + 2142618880, + 2136784384, + 2140610816, + 1702192768 + ], + shift: [ + 32, + 33, + 32, + 32, + 32, + 33, + 33, + 34, + 33, + 33, + 32, + 38, + 32, + 38, + 32, + 32, + 33 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 24, + 30, + 17 + ], + type: "UINT16" + }, + { + name: "result-0", + shape: [ + 24, + 30, + 17 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -64,32 +95,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 24, - 30, - 17 - ], - type: "UINT16" - }, - { - name: "result-0", - shape: [ - 24, - 30, - 17 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_24x31_i16_outi16_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_24x31_i16_outi16_sc0_dr0_pc0/test.json index d1f192521..816949c1d 100644 --- a/operators/type_conversion/rescale/rescale_24x31_i16_outi16_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_24x31_i16_outi16_sc0_dr0_pc0/test.json @@ -5,26 +5,55 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 24956 - ], - shift: [ - 15 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 24956 + ], + shift: [ + 15 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 24, + 31 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 24, + 31 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,30 +61,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 24, - 31 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 24, - 31 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_24x31_i16_outi32_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_24x31_i16_outi32_sc0_dr0_pc1/test.json index d54771bbe..afb4f4a80 100644 --- a/operators/type_conversion/rescale/rescale_24x31_i16_outi32_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_24x31_i16_outi32_sc0_dr0_pc1/test.json @@ -5,86 +5,115 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 8191, - 31245, - 8335, - 6159, - 5284, - 14397, - 8191, - 28187, - 8191, - 8191, - 8191, - 8191, - 9766, - 8191, - 6146, - 15011, - 8191, - 19973, - 4528, - 8191, - 7455, - 9544, - 22114, - 4431, - 8191, - 8191, - 8590, - 8191, - 8191, - 8191, - 8191 - ], - shift: [ - 2, - 3, - 2, - 2, - 2, - 2, - 2, - 4, - 2, - 2, - 2, - 2, - 2, - 2, - 2, - 2, - 2, - 8, - 2, - 2, - 2, - 2, - 8, - 2, - 2, - 2, - 2, - 2, - 2, - 2, - 2 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 8191, + 31245, + 8335, + 6159, + 5284, + 14397, + 8191, + 28187, + 8191, + 8191, + 8191, + 8191, + 9766, + 8191, + 6146, + 15011, + 8191, + 19973, + 4528, + 8191, + 7455, + 9544, + 22114, + 4431, + 8191, + 8191, + 8590, + 8191, + 8191, + 8191, + 8191 + ], + shift: [ + 2, + 3, + 2, + 2, + 2, + 2, + 2, + 4, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 8, + 2, + 2, + 2, + 2, + 8, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 24, + 31 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 24, + 31 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -92,30 +121,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 24, - 31 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 24, - 31 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_24x31_i16_outi8_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_24x31_i16_outi8_sc1_dr0_pc1/test.json index 4a6472bb0..3c56fad18 100644 --- a/operators/type_conversion/rescale/rescale_24x31_i16_outi8_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_24x31_i16_outi8_sc1_dr0_pc1/test.json @@ -5,86 +5,115 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: -53, - multiplier: [ - 2036359424, - 1087002624, - 1900209280, - 2132942592, - 1776095360, - 1356610688, - 1589302784, - 1148058496, - 1752360960, - 1221992320, - 1155850624, - 1709603840, - 1253679232, - 2069882624, - 1878336768, - 2146514432, - 1210256128, - 1141033344, - 1455114240, - 1318815232, - 1792625536, - 1583873408, - 1264629248, - 2109248256, - 1397701248, - 1565175680, - 1769157376, - 1087394816, - 1916062208, - 1273017472, - 1948975616 - ], - shift: [ - 38, - 40, - 38, - 42, - 39, - 38, - 39, - 38, - 40, - 38, - 40, - 38, - 38, - 39, - 42, - 39, - 38, - 39, - 38, - 41, - 40, - 38, - 40, - 40, - 38, - 38, - 42, - 40, - 39, - 38, - 39 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -53, + multiplier: [ + 2036359424, + 1087002624, + 1900209280, + 2132942592, + 1776095360, + 1356610688, + 1589302784, + 1148058496, + 1752360960, + 1221992320, + 1155850624, + 1709603840, + 1253679232, + 2069882624, + 1878336768, + 2146514432, + 1210256128, + 1141033344, + 1455114240, + 1318815232, + 1792625536, + 1583873408, + 1264629248, + 2109248256, + 1397701248, + 1565175680, + 1769157376, + 1087394816, + 1916062208, + 1273017472, + 1948975616 + ], + shift: [ + 38, + 40, + 38, + 42, + 39, + 38, + 39, + 38, + 40, + 38, + 40, + 38, + 38, + 39, + 42, + 39, + 38, + 39, + 38, + 41, + 40, + 38, + 40, + 40, + 38, + 38, + 42, + 40, + 39, + 38, + 39 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 24, + 31 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 24, + 31 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -92,30 +121,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 24, - 31 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 24, - 31 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_24x31_i16_outu16_sc1_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_24x31_i16_outu16_sc1_dr0_pc0/test.json index 9a28735f5..8f1eb031f 100644 --- a/operators/type_conversion/rescale/rescale_24x31_i16_outu16_sc1_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_24x31_i16_outu16_sc1_dr0_pc0/test.json @@ -5,26 +5,55 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 32768, - multiplier: [ - 1765214080 - ], - shift: [ - 30 - ], - scale32: true, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 32768, + multiplier: [ + 1765214080 + ], + shift: [ + 30 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 24, + 31 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 24, + 31 + ], + type: "UINT16" + } + ], inputs: [ "input-0" ], @@ -32,30 +61,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 24, - 31 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 24, - 31 - ], - type: "UINT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_24x31_i16_outu8_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_24x31_i16_outu8_sc1_dr1_pc1/test.json index 3f69c244b..9cb6d7993 100644 --- a/operators/type_conversion/rescale/rescale_24x31_i16_outu8_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_24x31_i16_outu8_sc1_dr1_pc1/test.json @@ -5,86 +5,115 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 39, - multiplier: [ - 1286045696, - 1714056960, - 1135324800, - 1406797056, - 1471500416, - 1098648192, - 1645916928, - 2044121600, - 1738707968, - 1817982848, - 1963192448, - 1204059904, - 1196176512, - 1534918528, - 1326809600, - 1745543424, - 1739776256, - 1302902016, - 1918965888, - 1828214016, - 1975735168, - 1155238912, - 2116175872, - 1753184000, - 1706836736, - 1433614080, - 2111551872, - 1896499584, - 1592443520, - 1500685824, - 1572148992 - ], - shift: [ - 38, - 38, - 42, - 40, - 39, - 39, - 39, - 38, - 41, - 39, - 39, - 39, - 39, - 38, - 38, - 38, - 39, - 38, - 38, - 38, - 38, - 39, - 38, - 38, - 38, - 38, - 38, - 39, - 38, - 38, - 38 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 39, + multiplier: [ + 1286045696, + 1714056960, + 1135324800, + 1406797056, + 1471500416, + 1098648192, + 1645916928, + 2044121600, + 1738707968, + 1817982848, + 1963192448, + 1204059904, + 1196176512, + 1534918528, + 1326809600, + 1745543424, + 1739776256, + 1302902016, + 1918965888, + 1828214016, + 1975735168, + 1155238912, + 2116175872, + 1753184000, + 1706836736, + 1433614080, + 2111551872, + 1896499584, + 1592443520, + 1500685824, + 1572148992 + ], + shift: [ + 38, + 38, + 42, + 40, + 39, + 39, + 39, + 38, + 41, + 39, + 39, + 39, + 39, + 38, + 38, + 38, + 39, + 38, + 38, + 38, + 38, + 39, + 38, + 38, + 38, + 38, + 38, + 39, + 38, + 38, + 38 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 24, + 31 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 24, + 31 + ], + type: "UINT8" + } + ], inputs: [ "input-0" ], @@ -92,30 +121,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 24, - 31 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 24, - 31 - ], - type: "UINT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_26_i16_outi16_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_26_i16_outi16_sc0_dr0_pc1/test.json index 9a7e20416..d09d09590 100644 --- a/operators/type_conversion/rescale/rescale_26_i16_outi16_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_26_i16_outi16_sc0_dr0_pc1/test.json @@ -5,76 +5,103 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 30266, - 21586, - 18167, - 21018, - 22658, - 24811, - 24809, - 21766, - 23695, - 25500, - 28120, - 18438, - 24758, - 16870, - 27092, - 30392, - 19575, - 21920, - 27565, - 30983, - 25722, - 30274, - 18972, - 19373, - 20207, - 22296 - ], - shift: [ - 16, - 15, - 15, - 16, - 16, - 16, - 18, - 17, - 15, - 16, - 17, - 15, - 15, - 16, - 15, - 15, - 15, - 15, - 19, - 15, - 16, - 15, - 15, - 22, - 19, - 15 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 30266, + 21586, + 18167, + 21018, + 22658, + 24811, + 24809, + 21766, + 23695, + 25500, + 28120, + 18438, + 24758, + 16870, + 27092, + 30392, + 19575, + 21920, + 27565, + 30983, + 25722, + 30274, + 18972, + 19373, + 20207, + 22296 + ], + shift: [ + 16, + 15, + 15, + 16, + 16, + 16, + 18, + 17, + 15, + 16, + 17, + 15, + 15, + 16, + 15, + 15, + 15, + 15, + 19, + 15, + 16, + 15, + 15, + 22, + 19, + 15 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 26 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 26 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -82,28 +109,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 26 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 26 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_26_i16_outi32_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_26_i16_outi32_sc0_dr0_pc0/test.json index e79631575..e465e51f1 100644 --- a/operators/type_conversion/rescale/rescale_26_i16_outi32_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_26_i16_outi32_sc0_dr0_pc0/test.json @@ -5,26 +5,53 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 8191 - ], - shift: [ - 2 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 8191 + ], + shift: [ + 2 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 26 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 26 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -32,28 +59,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 26 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 26 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_26_i16_outi8_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_26_i16_outi8_sc1_dr0_pc1/test.json index ee10ce0c4..09fe7a5ee 100644 --- a/operators/type_conversion/rescale/rescale_26_i16_outi8_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_26_i16_outi8_sc1_dr0_pc1/test.json @@ -5,76 +5,103 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: -106, - multiplier: [ - 1514331264, - 1506215040, - 1767610112, - 1711572864, - 2126843008, - 1178635776, - 1403466112, - 1927278592, - 1687570688, - 1879229056, - 2095075712, - 1874450304, - 1651850240, - 1896639744, - 1408907904, - 1241604480, - 1577810176, - 1216379136, - 1183067520, - 1779291008, - 1525857536, - 1826410112, - 1699403008, - 1291836928, - 2088179072, - 1117484544 - ], - shift: [ - 40, - 40, - 38, - 39, - 38, - 40, - 38, - 39, - 39, - 38, - 38, - 38, - 40, - 40, - 38, - 39, - 38, - 38, - 38, - 38, - 38, - 43, - 42, - 38, - 39, - 39 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -106, + multiplier: [ + 1514331264, + 1506215040, + 1767610112, + 1711572864, + 2126843008, + 1178635776, + 1403466112, + 1927278592, + 1687570688, + 1879229056, + 2095075712, + 1874450304, + 1651850240, + 1896639744, + 1408907904, + 1241604480, + 1577810176, + 1216379136, + 1183067520, + 1779291008, + 1525857536, + 1826410112, + 1699403008, + 1291836928, + 2088179072, + 1117484544 + ], + shift: [ + 40, + 40, + 38, + 39, + 38, + 40, + 38, + 39, + 39, + 38, + 38, + 38, + 40, + 40, + 38, + 39, + 38, + 38, + 38, + 38, + 38, + 43, + 42, + 38, + 39, + 39 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 26 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 26 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -82,28 +109,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 26 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 26 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_26_i16_outu16_sc1_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_26_i16_outu16_sc1_dr0_pc0/test.json index fdd28250e..4026c28f8 100644 --- a/operators/type_conversion/rescale/rescale_26_i16_outu16_sc1_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_26_i16_outu16_sc1_dr0_pc0/test.json @@ -5,26 +5,53 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1723829376 - ], - shift: [ - 30 - ], - scale32: true, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1723829376 + ], + shift: [ + 30 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 26 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 26 + ], + type: "UINT16" + } + ], inputs: [ "input-0" ], @@ -32,28 +59,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 26 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 26 - ], - type: "UINT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_26_i16_outu8_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_26_i16_outu8_sc1_dr1_pc1/test.json index 47771b606..ea58f2bc3 100644 --- a/operators/type_conversion/rescale/rescale_26_i16_outu8_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_26_i16_outu8_sc1_dr1_pc1/test.json @@ -5,76 +5,103 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 218, - multiplier: [ - 1383905792, - 1169408768, - 2103779200, - 1357644544, - 1434996992, - 2097704960, - 1959947904, - 1984005376, - 1811022080, - 2100678016, - 1599857152, - 1642110336, - 1637649792, - 2064194048, - 1960447232, - 2063527936, - 1384738688, - 1242620544, - 1107278720, - 1258342528, - 1760860928, - 1879963904, - 1752466944, - 1848059776, - 1440527872, - 2063517440 - ], - shift: [ - 39, - 38, - 39, - 38, - 39, - 40, - 38, - 38, - 38, - 38, - 38, - 38, - 38, - 39, - 39, - 40, - 38, - 39, - 39, - 38, - 39, - 40, - 38, - 38, - 40, - 45 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 218, + multiplier: [ + 1383905792, + 1169408768, + 2103779200, + 1357644544, + 1434996992, + 2097704960, + 1959947904, + 1984005376, + 1811022080, + 2100678016, + 1599857152, + 1642110336, + 1637649792, + 2064194048, + 1960447232, + 2063527936, + 1384738688, + 1242620544, + 1107278720, + 1258342528, + 1760860928, + 1879963904, + 1752466944, + 1848059776, + 1440527872, + 2063517440 + ], + shift: [ + 39, + 38, + 39, + 38, + 39, + 40, + 38, + 38, + 38, + 38, + 38, + 38, + 38, + 39, + 39, + 40, + 38, + 39, + 39, + 38, + 39, + 40, + 38, + 38, + 40, + 45 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 26 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 26 + ], + type: "UINT8" + } + ], inputs: [ "input-0" ], @@ -82,28 +109,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 26 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 26 - ], - type: "UINT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_27x28_i32_outi16_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_27x28_i32_outi16_sc1_dr1_pc1/test.json index a65f4da83..85524d3d8 100644 --- a/operators/type_conversion/rescale/rescale_27x28_i32_outi16_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_27x28_i32_outi16_sc1_dr1_pc1/test.json @@ -5,80 +5,109 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1420413056, - 1109689600, - 1795322112, - 1420685312, - 1766302464, - 1106187136, - 1885837440, - 1942725760, - 1962186496, - 1185987456, - 1722003200, - 1519389824, - 1776011776, - 1499460608, - 1355228416, - 1340428928, - 1302266880, - 2037896576, - 1465694336, - 1151343616, - 1367012352, - 1229123328, - 1381338240, - 2074454528, - 1915893888, - 1886528512, - 1658407424, - 1364068096 - ], - shift: [ - 47, - 49, - 50, - 47, - 50, - 49, - 48, - 48, - 47, - 48, - 48, - 47, - 47, - 48, - 47, - 47, - 48, - 50, - 47, - 48, - 48, - 47, - 49, - 49, - 48, - 47, - 47, - 48 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1420413056, + 1109689600, + 1795322112, + 1420685312, + 1766302464, + 1106187136, + 1885837440, + 1942725760, + 1962186496, + 1185987456, + 1722003200, + 1519389824, + 1776011776, + 1499460608, + 1355228416, + 1340428928, + 1302266880, + 2037896576, + 1465694336, + 1151343616, + 1367012352, + 1229123328, + 1381338240, + 2074454528, + 1915893888, + 1886528512, + 1658407424, + 1364068096 + ], + shift: [ + 47, + 49, + 50, + 47, + 50, + 49, + 48, + 48, + 47, + 48, + 48, + 47, + 47, + 48, + 47, + 47, + 48, + 50, + 47, + 48, + 48, + 47, + 49, + 49, + 48, + 47, + 47, + 48 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 27, + 28 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 27, + 28 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -86,30 +115,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 27, - 28 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 27, - 28 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_27x28_i32_outi32_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_27x28_i32_outi32_sc0_dr0_pc0/test.json index 9a07ff0cf..76010d089 100644 --- a/operators/type_conversion/rescale/rescale_27x28_i32_outi32_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_27x28_i32_outi32_sc0_dr0_pc0/test.json @@ -5,26 +5,55 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 16869 - ], - shift: [ - 15 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 16869 + ], + shift: [ + 15 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 27, + 28 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 27, + 28 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -32,30 +61,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 27, - 28 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 27, - 28 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_27x28_i32_outi8_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_27x28_i32_outi8_sc0_dr0_pc1/test.json index bfd7ea022..264233712 100644 --- a/operators/type_conversion/rescale/rescale_27x28_i32_outi8_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_27x28_i32_outi8_sc0_dr0_pc1/test.json @@ -5,80 +5,109 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 4, - multiplier: [ - 27526, - 31872, - 22265, - 21103, - 28642, - 22014, - 20227, - 21916, - 30836, - 31004, - 28894, - 29094, - 31301, - 20741, - 28299, - 28489, - 16706, - 17986, - 31019, - 25999, - 30391, - 27915, - 31846, - 30131, - 31350, - 21008, - 24241, - 24123 - ], - shift: [ - 39, - 39, - 39, - 39, - 43, - 38, - 38, - 38, - 38, - 39, - 38, - 39, - 39, - 38, - 40, - 40, - 38, - 41, - 40, - 38, - 39, - 43, - 42, - 38, - 38, - 38, - 40, - 39 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 4, + multiplier: [ + 27526, + 31872, + 22265, + 21103, + 28642, + 22014, + 20227, + 21916, + 30836, + 31004, + 28894, + 29094, + 31301, + 20741, + 28299, + 28489, + 16706, + 17986, + 31019, + 25999, + 30391, + 27915, + 31846, + 30131, + 31350, + 21008, + 24241, + 24123 + ], + shift: [ + 39, + 39, + 39, + 39, + 43, + 38, + 38, + 38, + 38, + 39, + 38, + 39, + 39, + 38, + 40, + 40, + 38, + 41, + 40, + 38, + 39, + 43, + 42, + 38, + 38, + 38, + 40, + 39 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 27, + 28 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 27, + 28 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -86,30 +115,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 27, - 28 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 27, - 28 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_27x28_i48_outi8_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_27x28_i48_outi8_sc0_dr0_pc1/test.json index 7bd97d9ce..a933ac837 100644 --- a/operators/type_conversion/rescale/rescale_27x28_i48_outi8_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_27x28_i48_outi8_sc0_dr0_pc1/test.json @@ -5,80 +5,109 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: -1, - multiplier: [ - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384 - ], - shift: [ - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -1, + multiplier: [ + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384 + ], + shift: [ + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 27, + 28 + ], + type: "INT48" + }, + { + name: "result-0", + shape: [ + 27, + 28 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -86,30 +115,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 27, - 28 - ], - type: "INT48" - }, - { - name: "result-0", - shape: [ - 27, - 28 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_28_i8_outi16_sc1_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_28_i8_outi16_sc1_dr0_pc0/test.json index 2db481f91..9303746cc 100644 --- a/operators/type_conversion/rescale/rescale_28_i8_outi16_sc1_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_28_i8_outi16_sc1_dr0_pc0/test.json @@ -5,26 +5,53 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 45, - output_zp: 0, - multiplier: [ - 1468564992 - ], - shift: [ - 25 - ], - scale32: true, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 45, + output_zp: 0, + multiplier: [ + 1468564992 + ], + shift: [ + 25 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 28 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 28 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,28 +59,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 28 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 28 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_28_i8_outi32_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_28_i8_outi32_sc1_dr1_pc1/test.json index fb6638a03..5bae008b3 100644 --- a/operators/type_conversion/rescale/rescale_28_i8_outi32_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_28_i8_outi32_sc1_dr1_pc1/test.json @@ -5,80 +5,107 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 67, - output_zp: 0, - multiplier: [ - 1882722048, - 1936261120, - 2114344960, - 2109616384, - 2046550016, - 1233895040, - 1183637504, - 1307673728, - 1187339904, - 1666067456, - 1816335104, - 1324473856, - 1164718720, - 1420013440, - 1087724032, - 1377069824, - 1829512576, - 1254619776, - 1578678400, - 1271451520, - 1594517888, - 1738838784, - 1632119680, - 1658615424, - 1776514688, - 2021939328, - 2072842880, - 1924407552 - ], - shift: [ - 8, - 8, - 8, - 8, - 8, - 11, - 10, - 9, - 8, - 11, - 8, - 8, - 8, - 10, - 9, - 10, - 8, - 8, - 8, - 9, - 9, - 9, - 8, - 8, - 10, - 8, - 11, - 8 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 67, + output_zp: 0, + multiplier: [ + 1882722048, + 1936261120, + 2114344960, + 2109616384, + 2046550016, + 1233895040, + 1183637504, + 1307673728, + 1187339904, + 1666067456, + 1816335104, + 1324473856, + 1164718720, + 1420013440, + 1087724032, + 1377069824, + 1829512576, + 1254619776, + 1578678400, + 1271451520, + 1594517888, + 1738838784, + 1632119680, + 1658615424, + 1776514688, + 2021939328, + 2072842880, + 1924407552 + ], + shift: [ + 8, + 8, + 8, + 8, + 8, + 11, + 10, + 9, + 8, + 11, + 8, + 8, + 8, + 10, + 9, + 10, + 8, + 8, + 8, + 9, + 9, + 9, + 8, + 8, + 10, + 8, + 11, + 8 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 28 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 28 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -86,28 +113,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 28 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 28 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_28_i8_outi8_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_28_i8_outi8_sc1_dr1_pc1/test.json index 228e8ee83..8671c2aac 100644 --- a/operators/type_conversion/rescale/rescale_28_i8_outi8_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_28_i8_outi8_sc1_dr1_pc1/test.json @@ -5,80 +5,107 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 87, - output_zp: 87, - multiplier: [ - 1369211264, - 1394036992, - 1439250560, - 1638321792, - 1996592256, - 1574571008, - 1158626304, - 1453659520, - 1813504512, - 2072633088, - 1650615168, - 1829689344, - 1084031488, - 1953248512, - 1260839040, - 1825950208, - 1462826368, - 2142402560, - 1141196544, - 1803537792, - 1711769984, - 1969967616, - 1354701952, - 1524769920, - 1455373824, - 1645857280, - 1705832576, - 1991706112 - ], - shift: [ - 31, - 31, - 31, - 31, - 35, - 32, - 31, - 32, - 31, - 32, - 31, - 31, - 31, - 31, - 31, - 31, - 32, - 32, - 31, - 34, - 32, - 31, - 31, - 33, - 32, - 33, - 36, - 31 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 87, + output_zp: 87, + multiplier: [ + 1369211264, + 1394036992, + 1439250560, + 1638321792, + 1996592256, + 1574571008, + 1158626304, + 1453659520, + 1813504512, + 2072633088, + 1650615168, + 1829689344, + 1084031488, + 1953248512, + 1260839040, + 1825950208, + 1462826368, + 2142402560, + 1141196544, + 1803537792, + 1711769984, + 1969967616, + 1354701952, + 1524769920, + 1455373824, + 1645857280, + 1705832576, + 1991706112 + ], + shift: [ + 31, + 31, + 31, + 31, + 35, + 32, + 31, + 32, + 31, + 32, + 31, + 31, + 31, + 31, + 31, + 31, + 32, + 32, + 31, + 34, + 32, + 31, + 31, + 33, + 32, + 33, + 36, + 31 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 28 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 28 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -86,28 +113,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 28 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 28 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_28_i8_outu8_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_28_i8_outu8_sc0_dr0_pc1/test.json index 8edb092cc..01ace2096 100644 --- a/operators/type_conversion/rescale/rescale_28_i8_outu8_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_28_i8_outu8_sc0_dr0_pc1/test.json @@ -5,80 +5,107 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 19, - output_zp: 39, - multiplier: [ - 30275, - 22175, - 29043, - 22891, - 27988, - 19371, - 22306, - 25797, - 20840, - 16532, - 28672, - 27890, - 22793, - 23789, - 31031, - 32688, - 18718, - 27280, - 25823, - 24485, - 17162, - 26653, - 27311, - 27243, - 30305, - 25982, - 27642, - 29578 - ], - shift: [ - 18, - 20, - 19, - 17, - 19, - 15, - 15, - 16, - 16, - 15, - 15, - 15, - 19, - 17, - 17, - 17, - 15, - 16, - 19, - 16, - 15, - 18, - 15, - 19, - 15, - 18, - 15, - 15 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 19, + output_zp: 39, + multiplier: [ + 30275, + 22175, + 29043, + 22891, + 27988, + 19371, + 22306, + 25797, + 20840, + 16532, + 28672, + 27890, + 22793, + 23789, + 31031, + 32688, + 18718, + 27280, + 25823, + 24485, + 17162, + 26653, + 27311, + 27243, + 30305, + 25982, + 27642, + 29578 + ], + shift: [ + 18, + 20, + 19, + 17, + 19, + 15, + 15, + 16, + 16, + 15, + 15, + 15, + 19, + 17, + 17, + 17, + 15, + 16, + 19, + 16, + 15, + 18, + 15, + 19, + 15, + 18, + 15, + 15 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 28 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 28 + ], + type: "UINT8" + } + ], inputs: [ "input-0" ], @@ -86,28 +113,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 28 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 28 - ], - type: "UINT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_28x26x22_i16_outi16_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_28x26x22_i16_outi16_sc0_dr0_pc1/test.json index ab5ce98ab..bf1158866 100644 --- a/operators/type_conversion/rescale/rescale_28x26x22_i16_outi16_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_28x26x22_i16_outi16_sc0_dr0_pc1/test.json @@ -5,68 +5,99 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 23889, - 27278, - 23963, - 19509, - 16422, - 31202, - 29094, - 23220, - 31745, - 31269, - 29654, - 16408, - 21883, - 19037, - 25382, - 21850, - 16762, - 28181, - 21910, - 22244, - 17851, - 20420 - ], - shift: [ - 19, - 16, - 16, - 15, - 15, - 15, - 15, - 15, - 17, - 15, - 18, - 16, - 19, - 15, - 19, - 22, - 15, - 17, - 15, - 16, - 16, - 15 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 23889, + 27278, + 23963, + 19509, + 16422, + 31202, + 29094, + 23220, + 31745, + 31269, + 29654, + 16408, + 21883, + 19037, + 25382, + 21850, + 16762, + 28181, + 21910, + 22244, + 17851, + 20420 + ], + shift: [ + 19, + 16, + 16, + 15, + 15, + 15, + 15, + 15, + 17, + 15, + 18, + 16, + 19, + 15, + 19, + 22, + 15, + 17, + 15, + 16, + 16, + 15 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 28, + 26, + 22 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 28, + 26, + 22 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -74,32 +105,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 28, - 26, - 22 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 28, - 26, - 22 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_28x26x22_i16_outi32_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_28x26x22_i16_outi32_sc0_dr0_pc1/test.json index 859289dab..65df36b26 100644 --- a/operators/type_conversion/rescale/rescale_28x26x22_i16_outi32_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_28x26x22_i16_outi32_sc0_dr0_pc1/test.json @@ -5,68 +5,99 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 8191, - 20673, - 7675, - 8191, - 24342, - 8002, - 9264, - 8191, - 8191, - 6640, - 8191, - 6257, - 8191, - 24809, - 8191, - 7686, - 8191, - 8191, - 4146, - 29394, - 4652, - 8191 - ], - shift: [ - 2, - 2, - 2, - 2, - 2, - 2, - 2, - 2, - 2, - 2, - 2, - 2, - 2, - 3, - 2, - 2, - 2, - 2, - 2, - 3, - 2, - 2 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 8191, + 20673, + 7675, + 8191, + 24342, + 8002, + 9264, + 8191, + 8191, + 6640, + 8191, + 6257, + 8191, + 24809, + 8191, + 7686, + 8191, + 8191, + 4146, + 29394, + 4652, + 8191 + ], + shift: [ + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 3, + 2, + 2, + 2, + 2, + 2, + 3, + 2, + 2 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 28, + 26, + 22 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 28, + 26, + 22 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -74,32 +105,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 28, - 26, - 22 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 28, - 26, - 22 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_28x26x22_i16_outi8_sc1_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_28x26x22_i16_outi8_sc1_dr0_pc0/test.json index c763e5934..e44674de5 100644 --- a/operators/type_conversion/rescale/rescale_28x26x22_i16_outi8_sc1_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_28x26x22_i16_outi8_sc1_dr0_pc0/test.json @@ -5,26 +5,57 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 127, - multiplier: [ - 1851602048 - ], - shift: [ - 40 - ], - scale32: true, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 127, + multiplier: [ + 1851602048 + ], + shift: [ + 40 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 28, + 26, + 22 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 28, + 26, + 22 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -32,32 +63,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 28, - 26, - 22 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 28, - 26, - 22 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_28x26x22_i16_outu16_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_28x26x22_i16_outu16_sc1_dr0_pc1/test.json index b22559443..0600aad8d 100644 --- a/operators/type_conversion/rescale/rescale_28x26x22_i16_outu16_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_28x26x22_i16_outu16_sc1_dr0_pc1/test.json @@ -5,68 +5,99 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 32768, - multiplier: [ - 1456994176, - 1406308096, - 1754091264, - 1739629696, - 1683201920, - 1600985984, - 1673341440, - 1923543168, - 1989897984, - 2116192640, - 1076149504, - 1098883840, - 1858608640, - 1236955136, - 1739040768, - 2076132480, - 1763264128, - 1826524672, - 1089330048, - 1172956416, - 1229792256, - 1645668736 - ], - shift: [ - 30, - 31, - 30, - 30, - 30, - 32, - 34, - 30, - 30, - 31, - 30, - 30, - 35, - 31, - 30, - 31, - 31, - 30, - 30, - 31, - 30, - 30 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 32768, + multiplier: [ + 1456994176, + 1406308096, + 1754091264, + 1739629696, + 1683201920, + 1600985984, + 1673341440, + 1923543168, + 1989897984, + 2116192640, + 1076149504, + 1098883840, + 1858608640, + 1236955136, + 1739040768, + 2076132480, + 1763264128, + 1826524672, + 1089330048, + 1172956416, + 1229792256, + 1645668736 + ], + shift: [ + 30, + 31, + 30, + 30, + 30, + 32, + 34, + 30, + 30, + 31, + 30, + 30, + 35, + 31, + 30, + 31, + 31, + 30, + 30, + 31, + 30, + 30 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 28, + 26, + 22 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 28, + 26, + 22 + ], + type: "UINT16" + } + ], inputs: [ "input-0" ], @@ -74,32 +105,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 28, - 26, - 22 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 28, - 26, - 22 - ], - type: "UINT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_28x26x22_i16_outu8_sc1_dr1_pc0/test.json b/operators/type_conversion/rescale/rescale_28x26x22_i16_outu8_sc1_dr1_pc0/test.json index 636027b5d..f6fd36cbb 100644 --- a/operators/type_conversion/rescale/rescale_28x26x22_i16_outu8_sc1_dr1_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_28x26x22_i16_outu8_sc1_dr1_pc0/test.json @@ -5,26 +5,57 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 33, - multiplier: [ - 1102167936 - ], - shift: [ - 40 - ], - scale32: true, - double_round: true, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 33, + multiplier: [ + 1102167936 + ], + shift: [ + 40 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 28, + 26, + 22 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 28, + 26, + 22 + ], + type: "UINT8" + } + ], inputs: [ "input-0" ], @@ -32,32 +63,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 28, - 26, - 22 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 28, - 26, - 22 - ], - type: "UINT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_29_u16_outi16_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_29_u16_outi16_sc1_dr0_pc1/test.json index b4e07f824..fb992d7b4 100644 --- a/operators/type_conversion/rescale/rescale_29_u16_outi16_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_29_u16_outi16_sc1_dr0_pc1/test.json @@ -5,82 +5,109 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 32768, - output_zp: 0, - multiplier: [ - 1553198976, - 1271900800, - 1904714752, - 1576288512, - 1776915712, - 1274437632, - 1269941504, - 1454239232, - 1916629248, - 1855658496, - 1553318528, - 1116162432, - 1581546112, - 1731034624, - 1228424192, - 1658073728, - 1603670144, - 2027533056, - 1084808704, - 2017261696, - 1816773504, - 1453011200, - 1751768192, - 1646444800, - 1658943616, - 1723795840, - 1903886336, - 1307086848, - 2059643136 - ], - shift: [ - 35, - 32, - 34, - 32, - 32, - 32, - 32, - 33, - 33, - 32, - 32, - 32, - 33, - 36, - 34, - 34, - 33, - 32, - 32, - 34, - 35, - 33, - 32, - 33, - 32, - 32, - 35, - 32, - 32 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 32768, + output_zp: 0, + multiplier: [ + 1553198976, + 1271900800, + 1904714752, + 1576288512, + 1776915712, + 1274437632, + 1269941504, + 1454239232, + 1916629248, + 1855658496, + 1553318528, + 1116162432, + 1581546112, + 1731034624, + 1228424192, + 1658073728, + 1603670144, + 2027533056, + 1084808704, + 2017261696, + 1816773504, + 1453011200, + 1751768192, + 1646444800, + 1658943616, + 1723795840, + 1903886336, + 1307086848, + 2059643136 + ], + shift: [ + 35, + 32, + 34, + 32, + 32, + 32, + 32, + 33, + 33, + 32, + 32, + 32, + 33, + 36, + 34, + 34, + 33, + 32, + 32, + 34, + 35, + 33, + 32, + 33, + 32, + 32, + 35, + 32, + 32 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 29 + ], + type: "UINT16" + }, + { + name: "result-0", + shape: [ + 29 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -88,28 +115,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 29 - ], - type: "UINT16" - }, - { - name: "result-0", - shape: [ - 29 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_29x23x24_u8_outi16_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_29x23x24_u8_outi16_sc0_dr0_pc1/test.json index 69fe76d7b..e16581023 100644 --- a/operators/type_conversion/rescale/rescale_29x23x24_u8_outi16_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_29x23x24_u8_outi16_sc0_dr0_pc1/test.json @@ -5,72 +5,103 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 22, - output_zp: 0, - multiplier: [ - 16772, - 30180, - 27098, - 28863, - 16691, - 17482, - 19442, - 29377, - 29191, - 21296, - 28397, - 25408, - 23590, - 20173, - 19112, - 19592, - 18384, - 21912, - 29811, - 29045, - 29651, - 22598, - 24928, - 29817 - ], - shift: [ - 14, - 8, - 8, - 8, - 9, - 9, - 8, - 8, - 8, - 9, - 8, - 9, - 10, - 10, - 8, - 11, - 8, - 13, - 10, - 8, - 8, - 8, - 11, - 8 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 22, + output_zp: 0, + multiplier: [ + 16772, + 30180, + 27098, + 28863, + 16691, + 17482, + 19442, + 29377, + 29191, + 21296, + 28397, + 25408, + 23590, + 20173, + 19112, + 19592, + 18384, + 21912, + 29811, + 29045, + 29651, + 22598, + 24928, + 29817 + ], + shift: [ + 14, + 8, + 8, + 8, + 9, + 9, + 8, + 8, + 8, + 9, + 8, + 9, + 10, + 10, + 8, + 11, + 8, + 13, + 10, + 8, + 8, + 8, + 11, + 8 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 29, + 23, + 24 + ], + type: "UINT8" + }, + { + name: "result-0", + shape: [ + 29, + 23, + 24 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -78,32 +109,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 29, - 23, - 24 - ], - type: "UINT8" - }, - { - name: "result-0", - shape: [ - 29, - 23, - 24 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_29x23x24_u8_outi8_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_29x23x24_u8_outi8_sc1_dr0_pc1/test.json index ac5ba2373..e3e0a9acd 100644 --- a/operators/type_conversion/rescale/rescale_29x23x24_u8_outi8_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_29x23x24_u8_outi8_sc1_dr0_pc1/test.json @@ -5,72 +5,103 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 248, - output_zp: -15, - multiplier: [ - 1353291904, - 1316509952, - 1643004160, - 1246641792, - 1879412480, - 1216660224, - 1533459840, - 1623131136, - 1830285696, - 1396201344, - 1937112576, - 1368677760, - 1971268096, - 1913736192, - 1327216384, - 1256241664, - 1614834432, - 1237404544, - 1405619072, - 1172384896, - 1268597760, - 1738920960, - 1925578496, - 1624410112 - ], - shift: [ - 31, - 32, - 34, - 33, - 32, - 32, - 35, - 32, - 31, - 34, - 31, - 33, - 32, - 31, - 34, - 31, - 31, - 31, - 35, - 31, - 33, - 32, - 33, - 31 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 248, + output_zp: -15, + multiplier: [ + 1353291904, + 1316509952, + 1643004160, + 1246641792, + 1879412480, + 1216660224, + 1533459840, + 1623131136, + 1830285696, + 1396201344, + 1937112576, + 1368677760, + 1971268096, + 1913736192, + 1327216384, + 1256241664, + 1614834432, + 1237404544, + 1405619072, + 1172384896, + 1268597760, + 1738920960, + 1925578496, + 1624410112 + ], + shift: [ + 31, + 32, + 34, + 33, + 32, + 32, + 35, + 32, + 31, + 34, + 31, + 33, + 32, + 31, + 34, + 31, + 31, + 31, + 35, + 31, + 33, + 32, + 33, + 31 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 29, + 23, + 24 + ], + type: "UINT8" + }, + { + name: "result-0", + shape: [ + 29, + 23, + 24 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -78,32 +109,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 29, - 23, - 24 - ], - type: "UINT8" - }, - { - name: "result-0", - shape: [ - 29, - 23, - 24 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_29x24x23_i32_outi16_sc1_dr1_pc0/test.json b/operators/type_conversion/rescale/rescale_29x24x23_i32_outi16_sc1_dr1_pc0/test.json index b0a729be1..f6e78bc61 100644 --- a/operators/type_conversion/rescale/rescale_29x24x23_i32_outi16_sc1_dr1_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_29x24x23_i32_outi16_sc1_dr1_pc0/test.json @@ -5,26 +5,57 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 2106327936 - ], - shift: [ - 47 - ], - scale32: true, - double_round: true, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 2106327936 + ], + shift: [ + 47 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 29, + 24, + 23 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 29, + 24, + 23 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,32 +63,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 29, - 24, - 23 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 29, - 24, - 23 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_29x24x23_i32_outi32_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_29x24x23_i32_outi32_sc0_dr0_pc1/test.json index 22c199af3..9fa230656 100644 --- a/operators/type_conversion/rescale/rescale_29x24x23_i32_outi32_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_29x24x23_i32_outi32_sc0_dr0_pc1/test.json @@ -5,70 +5,101 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 26225, - 22995, - 21330, - 22459, - 25969, - 31830, - 30589, - 18257, - 21974, - 31815, - 18268, - 22265, - 22030, - 27755, - 28732, - 26721, - 24698, - 18949, - 25219, - 31362, - 22359, - 22432, - 24528 - ], - shift: [ - 15, - 15, - 15, - 15, - 17, - 15, - 15, - 15, - 15, - 15, - 17, - 16, - 15, - 15, - 15, - 17, - 16, - 15, - 16, - 17, - 15, - 15, - 17 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 26225, + 22995, + 21330, + 22459, + 25969, + 31830, + 30589, + 18257, + 21974, + 31815, + 18268, + 22265, + 22030, + 27755, + 28732, + 26721, + 24698, + 18949, + 25219, + 31362, + 22359, + 22432, + 24528 + ], + shift: [ + 15, + 15, + 15, + 15, + 17, + 15, + 15, + 15, + 15, + 15, + 17, + 16, + 15, + 15, + 15, + 17, + 16, + 15, + 16, + 17, + 15, + 15, + 17 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 29, + 24, + 23 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 29, + 24, + 23 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -76,32 +107,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 29, - 24, - 23 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 29, - 24, - 23 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_29x24x23_i32_outi8_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_29x24x23_i32_outi8_sc0_dr0_pc0/test.json index 8b30a09ad..ff49baf94 100644 --- a/operators/type_conversion/rescale/rescale_29x24x23_i32_outi8_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_29x24x23_i32_outi8_sc0_dr0_pc0/test.json @@ -5,26 +5,57 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 72, - multiplier: [ - 22951 - ], - shift: [ - 38 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 72, + multiplier: [ + 22951 + ], + shift: [ + 38 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 29, + 24, + 23 + ], + type: "INT32" + }, + { + name: "result-0", + shape: [ + 29, + 24, + 23 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -32,32 +63,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 29, - 24, - 23 - ], - type: "INT32" - }, - { - name: "result-0", - shape: [ - 29, - 24, - 23 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_2x12x10x7_u8_outi16_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_2x12x10x7_u8_outi16_sc0_dr0_pc1/test.json index 6df956b3e..cf0270f29 100644 --- a/operators/type_conversion/rescale/rescale_2x12x10x7_u8_outi16_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_2x12x10x7_u8_outi16_sc0_dr0_pc1/test.json @@ -5,38 +5,71 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 90, - output_zp: 0, - multiplier: [ - 23688, - 24947, - 25175, - 20217, - 31901, - 21475, - 16547 - ], - shift: [ - 8, - 9, - 9, - 8, - 12, - 8, - 8 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 90, + output_zp: 0, + multiplier: [ + 23688, + 24947, + 25175, + 20217, + 31901, + 21475, + 16547 + ], + shift: [ + 8, + 9, + 9, + 8, + 12, + 8, + 8 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 2, + 12, + 10, + 7 + ], + type: "UINT8" + }, + { + name: "result-0", + shape: [ + 2, + 12, + 10, + 7 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -44,34 +77,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 2, - 12, - 10, - 7 - ], - type: "UINT8" - }, - { - name: "result-0", - shape: [ - 2, - 12, - 10, - 7 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_2x12x10x7_u8_outi8_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_2x12x10x7_u8_outi8_sc1_dr0_pc1/test.json index 56013557c..e8f9367d4 100644 --- a/operators/type_conversion/rescale/rescale_2x12x10x7_u8_outi8_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_2x12x10x7_u8_outi8_sc1_dr0_pc1/test.json @@ -5,38 +5,71 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 122, - output_zp: 37, - multiplier: [ - 1182445952, - 1791909248, - 1124044160, - 1948191488, - 1885471104, - 1744847104, - 1107884416 - ], - shift: [ - 34, - 31, - 31, - 31, - 31, - 31, - 31 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 122, + output_zp: 37, + multiplier: [ + 1182445952, + 1791909248, + 1124044160, + 1948191488, + 1885471104, + 1744847104, + 1107884416 + ], + shift: [ + 34, + 31, + 31, + 31, + 31, + 31, + 31 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 2, + 12, + 10, + 7 + ], + type: "UINT8" + }, + { + name: "result-0", + shape: [ + 2, + 12, + 10, + 7 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -44,34 +77,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 2, - 12, - 10, - 7 - ], - type: "UINT8" - }, - { - name: "result-0", - shape: [ - 2, - 12, - 10, - 7 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_2x15x7x14x11_i48_outi8_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_2x15x7x14x11_i48_outi8_sc0_dr0_pc1/test.json index 8086d4936..088ebbf8c 100644 --- a/operators/type_conversion/rescale/rescale_2x15x7x14x11_i48_outi8_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_2x15x7x14x11_i48_outi8_sc0_dr0_pc1/test.json @@ -5,46 +5,81 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 121, - multiplier: [ - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384, - 16384 - ], - shift: [ - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45, - 45 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 121, + multiplier: [ + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384, + 16384 + ], + shift: [ + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45, + 45 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 2, + 15, + 7, + 14, + 11 + ], + type: "INT48" + }, + { + name: "result-0", + shape: [ + 2, + 15, + 7, + 14, + 11 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -52,36 +87,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 2, - 15, - 7, - 14, - 11 - ], - type: "INT48" - }, - { - name: "result-0", - shape: [ - 2, - 15, - 7, - 14, - 11 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outi16_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outi16_sc0_dr0_pc1/test.json index 081bc0341..357526899 100644 --- a/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outi16_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outi16_sc0_dr0_pc1/test.json @@ -5,54 +5,87 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 31920, - 16650, - 25921, - 25550, - 16838, - 21287, - 21175, - 27462, - 17378, - 26469, - 30638, - 27897, - 24476, - 21520, - 26821 - ], - shift: [ - 18, - 17, - 16, - 16, - 17, - 18, - 18, - 19, - 19, - 15, - 15, - 16, - 17, - 16, - 15 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 31920, + 16650, + 25921, + 25550, + 16838, + 21287, + 21175, + 27462, + 17378, + 26469, + 30638, + 27897, + 24476, + 21520, + 26821 + ], + shift: [ + 18, + 17, + 16, + 16, + 17, + 18, + 18, + 19, + 19, + 15, + 15, + 16, + 17, + 16, + 15 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -60,34 +93,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outi32_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outi32_sc0_dr0_pc0/test.json index 689121401..a5f4687ae 100644 --- a/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outi32_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outi32_sc0_dr0_pc0/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 7470 - ], - shift: [ - 2 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 7470 + ], + shift: [ + 2 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outi8_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outi8_sc1_dr0_pc1/test.json index b9e67888b..7a132fe75 100644 --- a/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outi8_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outi8_sc1_dr0_pc1/test.json @@ -5,54 +5,87 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: -107, - multiplier: [ - 2010611968, - 1985224832, - 1968665344, - 1421257984, - 1309071616, - 1506242176, - 1916347136, - 1496721536, - 1892381312, - 1956589952, - 2024560896, - 1900481024, - 1670175232, - 1196010624, - 1285805056 - ], - shift: [ - 38, - 38, - 39, - 38, - 39, - 38, - 39, - 39, - 39, - 39, - 38, - 38, - 40, - 39, - 39 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -107, + multiplier: [ + 2010611968, + 1985224832, + 1968665344, + 1421257984, + 1309071616, + 1506242176, + 1916347136, + 1496721536, + 1892381312, + 1956589952, + 2024560896, + 1900481024, + 1670175232, + 1196010624, + 1285805056 + ], + shift: [ + 38, + 38, + 39, + 38, + 39, + 38, + 39, + 39, + 39, + 39, + 38, + 38, + 40, + 39, + 39 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -60,34 +93,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outu16_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outu16_sc1_dr0_pc1/test.json index 5fb868d88..e851e8880 100644 --- a/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outu16_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outu16_sc1_dr0_pc1/test.json @@ -5,54 +5,87 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1620350592, - 1109976960, - 2106409600, - 1324054016, - 1313693696, - 2108655488, - 1139656704, - 1724386048, - 2071541632, - 2145528832, - 1711566592, - 1912076672, - 1728039168, - 1168498432, - 1685003904 - ], - shift: [ - 31, - 30, - 32, - 30, - 31, - 30, - 31, - 30, - 30, - 31, - 32, - 30, - 31, - 30, - 34 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1620350592, + 1109976960, + 2106409600, + 1324054016, + 1313693696, + 2108655488, + 1139656704, + 1724386048, + 2071541632, + 2145528832, + 1711566592, + 1912076672, + 1728039168, + 1168498432, + 1685003904 + ], + shift: [ + 31, + 30, + 32, + 30, + 31, + 30, + 31, + 30, + 30, + 31, + 32, + 30, + 31, + 30, + 34 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "UINT16" + } + ], inputs: [ "input-0" ], @@ -60,34 +93,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "UINT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outu8_sc1_dr1_pc0/test.json b/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outu8_sc1_dr1_pc0/test.json index eb1b06e41..12b6773b8 100644 --- a/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outu8_sc1_dr1_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_4x2x8x15_i16_outu8_sc1_dr1_pc0/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 210, - multiplier: [ - 1105242880 - ], - shift: [ - 39 - ], - scale32: true, - double_round: true, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 210, + multiplier: [ + 1105242880 + ], + shift: [ + 39 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 4, + 2, + 8, + 15 + ], + type: "UINT8" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 4, - 2, - 8, - 15 - ], - type: "UINT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outi16_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outi16_sc1_dr0_pc1/test.json index edd4cbbed..433d63da8 100644 --- a/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outi16_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outi16_sc1_dr0_pc1/test.json @@ -5,46 +5,79 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 65, - output_zp: 0, - multiplier: [ - 1865166464, - 1831974400, - 1977699584, - 1757097728, - 1511700736, - 1519738496, - 1262701952, - 1943006464, - 1287952896, - 1862496768, - 1656428032 - ], - shift: [ - 27, - 24, - 29, - 24, - 24, - 27, - 26, - 25, - 25, - 24, - 26 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 65, + output_zp: 0, + multiplier: [ + 1865166464, + 1831974400, + 1977699584, + 1757097728, + 1511700736, + 1519738496, + 1262701952, + 1943006464, + 1287952896, + 1862496768, + 1656428032 + ], + shift: [ + 27, + 24, + 29, + 24, + 24, + 27, + 26, + 25, + 25, + 24, + 26 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -52,34 +85,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outi32_sc1_dr1_pc0/test.json b/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outi32_sc1_dr1_pc0/test.json index 41992a0b6..8484d3551 100644 --- a/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outi32_sc1_dr1_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outi32_sc1_dr1_pc0/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -54, - output_zp: 0, - multiplier: [ - 1961966464 - ], - shift: [ - 8 - ], - scale32: true, - double_round: true, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -54, + output_zp: 0, + multiplier: [ + 1961966464 + ], + shift: [ + 8 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outi8_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outi8_sc1_dr1_pc1/test.json index 7a9d71817..4e8ab3a93 100644 --- a/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outi8_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outi8_sc1_dr1_pc1/test.json @@ -5,46 +5,79 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 77, - output_zp: 111, - multiplier: [ - 1489886720, - 1235735808, - 1804787456, - 1417741312, - 1741921536, - 1411233920, - 1855979520, - 1340047360, - 1137628928, - 1412808576, - 1809388032 - ], - shift: [ - 31, - 31, - 31, - 31, - 31, - 31, - 31, - 31, - 32, - 35, - 34 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 77, + output_zp: 111, + multiplier: [ + 1489886720, + 1235735808, + 1804787456, + 1417741312, + 1741921536, + 1411233920, + 1855979520, + 1340047360, + 1137628928, + 1412808576, + 1809388032 + ], + shift: [ + 31, + 31, + 31, + 31, + 31, + 31, + 31, + 31, + 32, + 35, + 34 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -52,34 +85,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outu8_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outu8_sc0_dr0_pc1/test.json index f39e1fd44..81b3e1f37 100644 --- a/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outu8_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_7x13x2x11_i8_outu8_sc0_dr0_pc1/test.json @@ -5,46 +5,79 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 32, - output_zp: 70, - multiplier: [ - 20071, - 16993, - 27595, - 18913, - 18184, - 31150, - 21796, - 28797, - 29125, - 21791, - 24948 - ], - shift: [ - 15, - 15, - 15, - 16, - 15, - 15, - 16, - 16, - 15, - 16, - 16 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 32, + output_zp: 70, + multiplier: [ + 20071, + 16993, + 27595, + 18913, + 18184, + 31150, + 21796, + 28797, + 29125, + 21791, + 24948 + ], + shift: [ + 15, + 15, + 15, + 16, + 15, + 15, + 16, + 16, + 15, + 16, + 16 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 7, + 13, + 2, + 11 + ], + type: "UINT8" + } + ], inputs: [ "input-0" ], @@ -52,34 +85,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 7, - 13, - 2, - 11 - ], - type: "UINT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outi16_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outi16_sc1_dr0_pc1/test.json index 2b5db3433..518a62ed1 100644 --- a/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outi16_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outi16_sc1_dr0_pc1/test.json @@ -5,42 +5,77 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 33, - output_zp: 0, - multiplier: [ - 1414518912, - 2040108544, - 2018089088, - 1700846336, - 1753768832, - 1766027904, - 1955521024, - 1498114816, - 1409023616 - ], - shift: [ - 25, - 25, - 24, - 27, - 27, - 24, - 26, - 28, - 25 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 33, + output_zp: 0, + multiplier: [ + 1414518912, + 2040108544, + 2018089088, + 1700846336, + 1753768832, + 1766027904, + 1955521024, + 1498114816, + 1409023616 + ], + shift: [ + 25, + 25, + 24, + 27, + 27, + 24, + 26, + 28, + 25 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 7, + 4, + 2, + 9 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 7, + 7, + 4, + 2, + 9 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -48,36 +83,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 7, - 4, - 2, - 9 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 7, - 7, - 4, - 2, - 9 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outi32_sc1_dr1_pc0/test.json b/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outi32_sc1_dr1_pc0/test.json index dcdb25904..68a234afb 100644 --- a/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outi32_sc1_dr1_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outi32_sc1_dr1_pc0/test.json @@ -5,26 +5,61 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 38, - output_zp: 0, - multiplier: [ - 1774857344 - ], - shift: [ - 9 - ], - scale32: true, - double_round: true, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 38, + output_zp: 0, + multiplier: [ + 1774857344 + ], + shift: [ + 9 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 7, + 4, + 2, + 9 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 7, + 7, + 4, + 2, + 9 + ], + type: "INT32" + } + ], inputs: [ "input-0" ], @@ -32,36 +67,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 7, - 4, - 2, - 9 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 7, - 7, - 4, - 2, - 9 - ], - type: "INT32" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outi8_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outi8_sc1_dr1_pc1/test.json index ff2794e57..021654fa2 100644 --- a/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outi8_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outi8_sc1_dr1_pc1/test.json @@ -5,42 +5,77 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -100, - output_zp: 92, - multiplier: [ - 1971338496, - 1161779072, - 2002441984, - 1399990272, - 1640179456, - 1510391808, - 1942356992, - 1989654912, - 1583473152 - ], - shift: [ - 33, - 34, - 31, - 35, - 34, - 33, - 31, - 31, - 32 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -100, + output_zp: 92, + multiplier: [ + 1971338496, + 1161779072, + 2002441984, + 1399990272, + 1640179456, + 1510391808, + 1942356992, + 1989654912, + 1583473152 + ], + shift: [ + 33, + 34, + 31, + 35, + 34, + 33, + 31, + 31, + 32 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 7, + 4, + 2, + 9 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 7, + 7, + 4, + 2, + 9 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -48,36 +83,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 7, - 4, - 2, - 9 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 7, - 7, - 4, - 2, - 9 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outu8_sc0_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outu8_sc0_dr0_pc1/test.json index f8cb4ce9d..59f95dfef 100644 --- a/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outu8_sc0_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_7x7x4x2x9_i8_outu8_sc0_dr0_pc1/test.json @@ -5,42 +5,77 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 86, - output_zp: 56, - multiplier: [ - 16712, - 31758, - 24696, - 19322, - 16717, - 22372, - 23136, - 25482, - 18833 - ], - shift: [ - 18, - 16, - 16, - 16, - 18, - 16, - 17, - 17, - 15 - ], - scale32: false, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 86, + output_zp: 56, + multiplier: [ + 16712, + 31758, + 24696, + 19322, + 16717, + 22372, + 23136, + 25482, + 18833 + ], + shift: [ + 18, + 16, + 16, + 16, + 18, + 16, + 17, + 17, + 15 + ], + scale32: false, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 7, + 4, + 2, + 9 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 7, + 7, + 4, + 2, + 9 + ], + type: "UINT8" + } + ], inputs: [ "input-0" ], @@ -48,36 +83,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 7, - 7, - 4, - 2, - 9 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 7, - 7, - 4, - 2, - 9 - ], - type: "UINT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_8x2x13x7_i48_outi8_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_8x2x13x7_i48_outi8_sc0_dr0_pc0/test.json index 6d010d7ae..f6dbf61ad 100644 --- a/operators/type_conversion/rescale/rescale_8x2x13x7_i48_outi8_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_8x2x13x7_i48_outi8_sc0_dr0_pc0/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 5, - multiplier: [ - 16384 - ], - shift: [ - 45 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 5, + multiplier: [ + 16384 + ], + shift: [ + 45 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 8, + 2, + 13, + 7 + ], + type: "INT48" + }, + { + name: "result-0", + shape: [ + 8, + 2, + 13, + 7 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 8, - 2, - 13, - 7 - ], - type: "INT48" - }, - { - name: "result-0", - shape: [ - 8, - 2, - 13, - 7 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_8x6x3x14_u16_outi16_sc1_dr0_pc1/test.json b/operators/type_conversion/rescale/rescale_8x6x3x14_u16_outi16_sc1_dr0_pc1/test.json index b78588915..ea6ce607a 100644 --- a/operators/type_conversion/rescale/rescale_8x6x3x14_u16_outi16_sc1_dr0_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_8x6x3x14_u16_outi16_sc1_dr0_pc1/test.json @@ -5,52 +5,85 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1191077760, - 1187401216, - 1348588928, - 1495496832, - 1589956992, - 1299593344, - 1310843520, - 1352294272, - 2135380096, - 1133873792, - 1082405632, - 2111265152, - 1707012224, - 1799104768 - ], - shift: [ - 32, - 34, - 33, - 33, - 32, - 35, - 39, - 32, - 32, - 34, - 33, - 32, - 32, - 32 - ], - scale32: true, - double_round: false, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1191077760, + 1187401216, + 1348588928, + 1495496832, + 1589956992, + 1299593344, + 1310843520, + 1352294272, + 2135380096, + 1133873792, + 1082405632, + 2111265152, + 1707012224, + 1799104768 + ], + shift: [ + 32, + 34, + 33, + 33, + 32, + 35, + 39, + 32, + 32, + 34, + 33, + 32, + 32, + 32 + ], + scale32: true, + double_round: false, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 8, + 6, + 3, + 14 + ], + type: "UINT16" + }, + { + name: "result-0", + shape: [ + 8, + 6, + 3, + 14 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -58,34 +91,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 8, - 6, - 3, - 14 - ], - type: "UINT16" - }, - { - name: "result-0", - shape: [ - 8, - 6, - 3, - 14 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_ERRORIF_InputZeroPointNotZero_10_i48_outi16_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_ERRORIF_InputZeroPointNotZero_10_i48_outi16_sc0_dr0_pc0/test.json index a20b5df3e..a60e97a83 100644 --- a/operators/type_conversion/rescale/rescale_ERRORIF_InputZeroPointNotZero_10_i48_outi16_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_ERRORIF_InputZeroPointNotZero_10_i48_outi16_sc0_dr0_pc0/test.json @@ -5,26 +5,53 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 17, - output_zp: 0, - multiplier: [ - 16384 - ], - shift: [ - 45 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 17, + output_zp: 0, + multiplier: [ + 16384 + ], + shift: [ + 45 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 10 + ], + type: "INT48" + }, + { + name: "result-0", + shape: [ + 10 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,28 +59,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 10 - ], - type: "INT48" - }, - { - name: "result-0", - shape: [ - 10 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_ERRORIF_OutputZeroPointNotZero_10x3x12_i16_outi16_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_ERRORIF_OutputZeroPointNotZero_10x3x12_i16_outi16_sc0_dr0_pc0/test.json index f450acdd7..6c193093a 100644 --- a/operators/type_conversion/rescale/rescale_ERRORIF_OutputZeroPointNotZero_10x3x12_i16_outi16_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_ERRORIF_OutputZeroPointNotZero_10x3x12_i16_outi16_sc0_dr0_pc0/test.json @@ -5,26 +5,57 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 3, - multiplier: [ - 27075 - ], - shift: [ - 14 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 3, + multiplier: [ + 27075 + ], + shift: [ + 14 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 10, + 3, + 12 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 10, + 3, + 12 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,32 +63,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 10, - 3, - 12 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 10, - 3, - 12 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_ERRORIF_ScaleNotTrue_10x6x15x2_i48_outi16_sc0_dr1_pc0/test.json b/operators/type_conversion/rescale/rescale_ERRORIF_ScaleNotTrue_10x6x15x2_i48_outi16_sc0_dr1_pc0/test.json index d3ecc37e2..646bbc02b 100644 --- a/operators/type_conversion/rescale/rescale_ERRORIF_ScaleNotTrue_10x6x15x2_i48_outi16_sc0_dr1_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_ERRORIF_ScaleNotTrue_10x6x15x2_i48_outi16_sc0_dr1_pc0/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 16384 - ], - shift: [ - 45 - ], - scale32: false, - double_round: true, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 16384 + ], + shift: [ + 45 + ], + scale32: false, + double_round: true, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 10, + 6, + 15, + 2 + ], + type: "INT48" + }, + { + name: "result-0", + shape: [ + 10, + 6, + 15, + 2 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 10, - 6, - 15, - 2 - ], - type: "INT48" - }, - { - name: "result-0", - shape: [ - 10, - 6, - 15, - 2 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_ERRORIF_ScaleTrue_10x1x6x7_i48_outi16_sc1_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_ERRORIF_ScaleTrue_10x1x6x7_i48_outi16_sc1_dr0_pc0/test.json index a705c1fd7..ff68aa0cb 100644 --- a/operators/type_conversion/rescale/rescale_ERRORIF_ScaleTrue_10x1x6x7_i48_outi16_sc1_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_ERRORIF_ScaleTrue_10x1x6x7_i48_outi16_sc1_dr0_pc0/test.json @@ -5,26 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1073741824 - ], - shift: [ - 61 - ], - scale32: true, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 61 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 10, + 1, + 6, + 7 + ], + type: "INT48" + }, + { + name: "result-0", + shape: [ + 10, + 1, + 6, + 7 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,34 +65,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 10, - 1, - 6, - 7 - ], - type: "INT48" - }, - { - name: "result-0", - shape: [ - 10, - 1, - 6, - 7 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_ERRORIF_U16InputZeroPointNotValid_12x6_u16_outi16_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_ERRORIF_U16InputZeroPointNotValid_12x6_u16_outi16_sc0_dr0_pc0/test.json index 98b58e7c8..11693d6f9 100644 --- a/operators/type_conversion/rescale/rescale_ERRORIF_U16InputZeroPointNotValid_12x6_u16_outi16_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_ERRORIF_U16InputZeroPointNotValid_12x6_u16_outi16_sc0_dr0_pc0/test.json @@ -5,26 +5,55 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 103, - output_zp: 0, - multiplier: [ - 19393 - ], - shift: [ - 17 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 103, + output_zp: 0, + multiplier: [ + 19393 + ], + shift: [ + 17 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 12, + 6 + ], + type: "UINT16" + }, + { + name: "result-0", + shape: [ + 12, + 6 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], @@ -32,30 +61,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 12, - 6 - ], - type: "UINT16" - }, - { - name: "result-0", - shape: [ - 12, - 6 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_ERRORIF_U16OutputZeroPointNotValid_14x5x4_i16_outu16_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_ERRORIF_U16OutputZeroPointNotValid_14x5x4_i16_outu16_sc0_dr0_pc0/test.json index 2bf7e5e7c..6f8f3790f 100644 --- a/operators/type_conversion/rescale/rescale_ERRORIF_U16OutputZeroPointNotValid_14x5x4_i16_outu16_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_ERRORIF_U16OutputZeroPointNotValid_14x5x4_i16_outu16_sc0_dr0_pc0/test.json @@ -5,26 +5,57 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 11, - multiplier: [ - 19439 - ], - shift: [ - 15 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 11, + multiplier: [ + 19439 + ], + shift: [ + 15 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 14, + 5, + 4 + ], + type: "INT16" + }, + { + name: "result-0", + shape: [ + 14, + 5, + 4 + ], + type: "UINT16" + } + ], inputs: [ "input-0" ], @@ -32,32 +63,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 14, - 5, - 4 - ], - type: "INT16" - }, - { - name: "result-0", - shape: [ - 14, - 5, - 4 - ], - type: "UINT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_ERRORIF_WrongInputList_10_u16_outi16_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_ERRORIF_WrongInputList_10_u16_outi16_sc0_dr0_pc0/test.json index 02e783c0e..034f66664 100644 --- a/operators/type_conversion/rescale/rescale_ERRORIF_WrongInputList_10_u16_outi16_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_ERRORIF_WrongInputList_10_u16_outi16_sc0_dr0_pc0/test.json @@ -5,55 +5,60 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 16667 - ], - shift: [ - 17 - ], - scale32: false, - double_round: false, - per_channel: false - }, - inputs: [ + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 16667 + ], + shift: [ + 17 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 10 + ], + type: "UINT16" + }, + { + name: "result-0", + shape: [ + 10 + ], + type: "INT16" + } + ], + inputs: [ + "input-0" ], outputs: [ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 10 - ], - type: "UINT16" - }, - { - name: "result-0", - shape: [ - 10 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_ERRORIF_WrongInputType_4x12_b_outi8_sc1_dr1_pc1/test.json b/operators/type_conversion/rescale/rescale_ERRORIF_WrongInputType_4x12_b_outi8_sc1_dr1_pc1/test.json index 4a4c3cb91..fecacde94 100644 --- a/operators/type_conversion/rescale/rescale_ERRORIF_WrongInputType_4x12_b_outi8_sc1_dr1_pc1/test.json +++ b/operators/type_conversion/rescale/rescale_ERRORIF_WrongInputType_4x12_b_outi8_sc1_dr1_pc1/test.json @@ -5,48 +5,77 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: -28, - multiplier: [ - 1945640576, - 1772247552, - 2020305024, - 1804184448, - 2131625984, - 2146599168, - 1768162560, - 1974912640, - 2118920832, - 1971165056, - 1472555392, - 1848440832 - ], - shift: [ - 23, - 25, - 23, - 24, - 27, - 25, - 25, - 23, - 26, - 26, - 23, - 23 - ], - scale32: true, - double_round: true, - per_channel: true - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -28, + multiplier: [ + 1945640576, + 1772247552, + 2020305024, + 1804184448, + 2131625984, + 2146599168, + 1768162560, + 1974912640, + 2118920832, + 1971165056, + 1472555392, + 1848440832 + ], + shift: [ + 23, + 25, + 23, + 24, + 27, + 25, + 25, + 23, + 26, + 26, + 23, + 23 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 4, + 12 + ], + type: "BOOL" + }, + { + name: "result-0", + shape: [ + 4, + 12 + ], + type: "INT8" + } + ], inputs: [ "input-0" ], @@ -54,30 +83,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 4, - 12 - ], - type: "BOOL" - }, - { - name: "result-0", - shape: [ - 4, - 12 - ], - type: "INT8" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_ERRORIF_WrongOutputList_10_i8_outi16_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_ERRORIF_WrongOutputList_10_i8_outi16_sc0_dr0_pc0/test.json index e71ca61cb..aad3c65bb 100644 --- a/operators/type_conversion/rescale/rescale_ERRORIF_WrongOutputList_10_i8_outi16_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_ERRORIF_WrongOutputList_10_i8_outi16_sc0_dr0_pc0/test.json @@ -5,56 +5,61 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 2, - output_zp: 0, - multiplier: [ - 20563 - ], - shift: [ - 9 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 2, + output_zp: 0, + multiplier: [ + 20563 + ], + shift: [ + 9 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0", + "eiDummyOutput" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 10 + ], + type: "INT8" + }, + { + name: "result-0", + shape: [ + 10 + ], + type: "INT16" + } + ], inputs: [ "input-0" ], outputs: [ - "result-0", - "eiDummyOutput" + "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 10 - ], - type: "INT8" - }, - { - name: "result-0", - shape: [ - 10 - ], - type: "INT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] diff --git a/operators/type_conversion/rescale/rescale_ERRORIF_WrongOutputType_10_i48_outu16_sc0_dr0_pc0/test.json b/operators/type_conversion/rescale/rescale_ERRORIF_WrongOutputType_10_i48_outu16_sc0_dr0_pc0/test.json index dd172ecc4..2ce9239f2 100644 --- a/operators/type_conversion/rescale/rescale_ERRORIF_WrongOutputType_10_i48_outu16_sc0_dr0_pc0/test.json +++ b/operators/type_conversion/rescale/rescale_ERRORIF_WrongOutputType_10_i48_outu16_sc0_dr0_pc0/test.json @@ -5,26 +5,53 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 16384 - ], - shift: [ - 45 - ], - scale32: false, - double_round: false, - per_channel: false - }, + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 16384 + ], + shift: [ + 45 + ], + scale32: false, + double_round: false, + per_channel: false + }, + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 10 + ], + type: "INT48" + }, + { + name: "result-0", + shape: [ + 10 + ], + type: "UINT16" + } + ], inputs: [ "input-0" ], @@ -32,28 +59,6 @@ "result-0" ] } - ], - tensors: [ - { - name: "input-0", - shape: [ - 10 - ], - type: "INT48" - }, - { - name: "result-0", - shape: [ - 10 - ], - type: "UINT16" - } - ], - inputs: [ - "input-0" - ], - outputs: [ - "result-0" ] } ] |