From 9e043f686b52cfabca1a3c67376c410e81c12331 Mon Sep 17 00:00:00 2001 From: Jeremy Johnson Date: Thu, 13 Oct 2022 13:59:34 +0100 Subject: Updating FULLY_CONNECTED tests for FP16 and accumulator types Signed-off-by: Jeremy Johnson Change-Id: Ib9321859566a8356e08626b4bcb109a19ec96e14 --- .../Conformance-result-0.json | 184 - .../fully_connected_1x23_i8xi4/desc.json | 24 - .../fully_connected_1x23_i8xi4/input-0.json | 30 - .../fully_connected_1x23_i8xi4/test.json | 2838 - .../Conformance-result-0.json | 150 - .../fully_connected_1x23_i8xi8/desc.json | 24 - .../fully_connected_1x23_i8xi8/input-0.json | 30 - .../fully_connected_1x23_i8xi8/test.json | 3955 - .../Conformance-result-0.json | 150 + .../fully_connected_1x23_i8xi8_acci32/desc.json | 24 + .../fully_connected_1x23_i8xi8_acci32/input-0.json | 30 + .../fully_connected_1x23_i8xi8_acci32/test.json | 3956 + .../Conformance-result-0.json | 1601 - .../fully_connected_28x28_i8xi8/desc.json | 24 - .../fully_connected_28x28_i8xi8/input-0.json | 845 - .../fully_connected_28x28_i8xi8/test.json | 1854 - .../Conformance-result-0.json | 1601 + .../fully_connected_28x28_i8xi8_acci32/desc.json | 24 + .../input-0.json | 845 + .../fully_connected_28x28_i8xi8_acci32/test.json | 1855 + .../Conformance-result-0.json | 335 - .../fully_connected_3x16_i8xi4/desc.json | 24 - .../fully_connected_3x16_i8xi4/input-0.json | 59 - .../fully_connected_3x16_i8xi4/test.json | 1390 - .../Conformance-result-0.json | 506 - .../fully_connected_3x16_i8xi8/desc.json | 24 - .../fully_connected_3x16_i8xi8/input-0.json | 59 - .../fully_connected_3x16_i8xi8/test.json | 3394 - .../Conformance-result-0.json | 506 + .../fully_connected_3x16_i8xi8_acci32/desc.json | 24 + .../fully_connected_3x16_i8xi8_acci32/input-0.json | 59 + .../fully_connected_3x16_i8xi8_acci32/test.json | 3395 + .../Conformance-result-0.json | 14 - .../fully_connected_3x65538_i8xi4/desc.json | 24 - .../fully_connected_3x65538_i8xi4/input-0.json | 196625 ------------------ .../fully_connected_3x65538_i8xi4/test.json | 32867 --- .../Conformance-result-0.json | 14 + .../fully_connected_3x65538_i8xi4_acci32/desc.json | 24 + .../input-0.json | 196625 ++++++++++++++++++ .../fully_connected_3x65538_i8xi4_acci32/test.json | 32868 +++ .../Conformance-result-0.json | 14 - .../fully_connected_3x65538_i8xi8/desc.json | 24 - .../fully_connected_3x65538_i8xi8/input-0.json | 196625 ------------------ .../fully_connected_3x65538_i8xi8/test.json | 65636 ------ .../Conformance-result-0.json | 1337 - .../fully_connected_444x1_i8xi4/desc.json | 24 - .../fully_connected_444x1_i8xi4/input-0.json | 1337 - .../fully_connected_444x1_i8xi4/test.json | 99 - .../Conformance-result-0.json | 1337 - .../fully_connected_444x1_i8xi8/desc.json | 24 - .../fully_connected_444x1_i8xi8/input-0.json | 1337 - .../fully_connected_444x1_i8xi8/test.json | 99 - .../Conformance-result-0.json | 1337 + .../fully_connected_444x1_i8xi8_acci32/desc.json | 24 + .../input-0.json | 1337 + .../fully_connected_444x1_i8xi8_acci32/test.json | 100 + .../Conformance-result-0.json | 95 - .../fully_connected_6x44_i16xi8/desc.json | 24 - .../fully_connected_6x44_i16xi8/input-0.json | 281 - .../fully_connected_6x44_i16xi8/test.json | 744 - .../Conformance-result-0.json | 95 + .../fully_connected_6x44_i16xi8_acci48/desc.json | 24 + .../input-0.json | 281 + .../fully_connected_6x44_i16xi8_acci48/test.json | 745 + .../Conformance-result-0.json | 269 - .../fully_connected_6x49_i8xi4/desc.json | 24 - .../fully_connected_6x49_i8xi4/input-0.json | 311 - .../fully_connected_6x49_i8xi4/test.json | 1291 - .../Conformance-result-0.json | 269 + .../fully_connected_6x49_i8xi4_acci32/desc.json | 24 + .../fully_connected_6x49_i8xi4_acci32/input-0.json | 311 + .../fully_connected_6x49_i8xi4_acci32/test.json | 1292 + .../desc.json | 22 + .../input-0.json | 31 + .../test.json | 199 + .../desc.json | 22 - .../input-0.json | 209 - .../test.json | 1690 - .../desc.json | 22 + .../input-0.json | 173 + .../test.json | 205 + .../desc.json | 22 - .../input-0.json | 209 - .../test.json | 354 - .../desc.json | 22 - .../input-0.json | 549 - .../test.json | 915 - .../desc.json | 22 + .../input-0.json | 50 + .../test.json | 153 + .../desc.json | 22 - .../input-0.json | 369 - .../test.json | 3910 - .../desc.json | 22 + .../input-0.json | 33 + .../test.json | 112 + .../desc.json | 22 + .../input-0.json | 173 + .../test.json | 255 + .../desc.json | 22 - .../input-0.json | 1025 - .../test.json | 454 - .../desc.json | 22 + .../input-0.json | 49 + .../test.json | 125 + .../desc.json | 22 - .../input-0.json | 685 - .../test.json | 2002 - .../desc.json | 22 + .../input-0.json | 1109 + .../test.json | 213 + .../desc.json | 22 - .../input-0.json | 107276 ---------- .../test.json | 317 - 114 files changed, 250873 insertions(+), 637930 deletions(-) delete mode 100644 operators/tensor/fully_connected/fully_connected_1x23_i8xi4/Conformance-result-0.json delete mode 100644 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operators/tensor/fully_connected/fully_connected_ERRORIF_WrongRank_27x1x27x5x27_i8xi8/desc.json delete mode 100644 operators/tensor/fully_connected/fully_connected_ERRORIF_WrongRank_27x1x27x5x27_i8xi8/input-0.json delete mode 100644 operators/tensor/fully_connected/fully_connected_ERRORIF_WrongRank_27x1x27x5x27_i8xi8/test.json diff --git a/operators/tensor/fully_connected/fully_connected_1x23_i8xi4/Conformance-result-0.json b/operators/tensor/fully_connected/fully_connected_1x23_i8xi4/Conformance-result-0.json deleted file mode 100644 index 89d3494d3..000000000 --- a/operators/tensor/fully_connected/fully_connected_1x23_i8xi4/Conformance-result-0.json +++ /dev/null @@ -1,184 +0,0 @@ -{ - "type": "int32", - "data": [ - [ - -1545244476, - -818005741, - 1777356424, - 210257267, - 1576311654, - 270630273, - -1933848885, - -116450656, - 1394402761, - 666207636, - -1577202561, - -1245164614, - 1522024847, - 2058330721, - 1086151861, - -1726234337, - 511941560, - 1413993766, - 602129718, - 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a/operators/tensor/fully_connected/fully_connected_1x23_i8xi4/input-0.json b/operators/tensor/fully_connected/fully_connected_1x23_i8xi4/input-0.json deleted file mode 100644 index c91df563d..000000000 --- a/operators/tensor/fully_connected/fully_connected_1x23_i8xi4/input-0.json +++ /dev/null @@ -1,30 +0,0 @@ -{ - "type": "int32", - "data": [ - [ - -81, - -66, - 97, - 53, - -94, - 89, - 19, - 95, - 63, - -42, - 8, - 7, - 56, - -65, - -43, - -66, - -53, - -87, - -119, - 112, - -109, - 99, - -128 - ] - ] -} \ No newline at end of file diff --git a/operators/tensor/fully_connected/fully_connected_1x23_i8xi4/test.json b/operators/tensor/fully_connected/fully_connected_1x23_i8xi4/test.json deleted file mode 100644 index 6b94e786e..000000000 --- a/operators/tensor/fully_connected/fully_connected_1x23_i8xi4/test.json +++ /dev/null @@ -1,2838 +0,0 @@ -{ - version: { - _major: 0, - _minor: 41, - _patch: 0, - _draft: true - }, - blocks: [ - { - name: "main", - operators: [ - { - op: "CONST", - 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b/operators/tensor/fully_connected/fully_connected_3x16_i8xi8_acci32/desc.json @@ -0,0 +1,24 @@ +{ + "tosa_file": "test.json", + "ifm_name": [ + "input-0" + ], + "ifm_file": [ + "input-0.npy" + ], + "ofm_name": [ + "result-0" + ], + "ofm_file": [ + "result-0.npy" + ], + "expected_return_code": 0, + "expected_failure": false, + "expected_result_file": [ + "Conformance-result-0.npy" + ], + "profile": [ + "tosa-bi", + "tosa-mi" + ] +} \ No newline at end of file diff --git a/operators/tensor/fully_connected/fully_connected_3x16_i8xi8_acci32/input-0.json b/operators/tensor/fully_connected/fully_connected_3x16_i8xi8_acci32/input-0.json new file mode 100644 index 000000000..ad3f6202e --- /dev/null +++ b/operators/tensor/fully_connected/fully_connected_3x16_i8xi8_acci32/input-0.json @@ -0,0 +1,59 @@ +{ + "type": "int32", + "data": [ + [ + -99, + -65, + 40, + -51, + 71, + 81, + 66, + 10, + -48, + 110, + -76, + -10, + -12, + 62, + 11, + 76 + ], + [ + 107, + -28, + 95, + -85, + 106, + -83, + 89, 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147, + 38, + 14, + 176 + ] + }, + { + name: "result-0", + shape: [ + 3, + 165 + ], + type: "INT32" + } + ], + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ] +} diff --git a/operators/tensor/fully_connected/fully_connected_3x65538_i8xi4/Conformance-result-0.json b/operators/tensor/fully_connected/fully_connected_3x65538_i8xi4/Conformance-result-0.json deleted file mode 100644 index 18feef03b..000000000 --- a/operators/tensor/fully_connected/fully_connected_3x65538_i8xi4/Conformance-result-0.json +++ /dev/null @@ -1,14 +0,0 @@ -{ - "type": "int32", - "data": [ - [ - 1956435872 - ], - [ - 1956367050 - ], - [ - 1956371187 - ] - ] -} \ No newline at end of file diff --git a/operators/tensor/fully_connected/fully_connected_3x65538_i8xi4/desc.json b/operators/tensor/fully_connected/fully_connected_3x65538_i8xi4/desc.json deleted file mode 100644 index 7b8f68902..000000000 --- a/operators/tensor/fully_connected/fully_connected_3x65538_i8xi4/desc.json +++ /dev/null @@ -1,24 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a/operators/tensor/fully_connected/fully_connected_3x65538_i8xi8/Conformance-result-0.json b/operators/tensor/fully_connected/fully_connected_3x65538_i8xi8/Conformance-result-0.json deleted file mode 100644 index 71c4bb57b..000000000 --- a/operators/tensor/fully_connected/fully_connected_3x65538_i8xi8/Conformance-result-0.json +++ /dev/null @@ -1,14 +0,0 @@ -{ - "type": "int32", - "data": [ - [ - 1950423441 - ], - [ - 1951307733 - ], - [ - 1948322018 - ] - ] -} \ No newline at end of file diff --git a/operators/tensor/fully_connected/fully_connected_3x65538_i8xi8/desc.json b/operators/tensor/fully_connected/fully_connected_3x65538_i8xi8/desc.json deleted file mode 100644 index 7b8f68902..000000000 --- a/operators/tensor/fully_connected/fully_connected_3x65538_i8xi8/desc.json +++ /dev/null @@ -1,24 +0,0 @@ -{ - "tosa_file": "test.json", - "ifm_name": [ - "input-0" - ], - "ifm_file": [ - "input-0.npy" - ], - "ofm_name": [ - "result-0" - ], - "ofm_file": [ - "result-0.npy" - ], - 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file mode 100644 index 000000000..b8879370e --- /dev/null +++ b/operators/tensor/fully_connected/fully_connected_ERRORIF_InputZeroPointNotZero_2x11_f16xf16_accfloat/desc.json @@ -0,0 +1,22 @@ +{ + "tosa_file": "test.json", + "ifm_name": [ + "input-0" + ], + "ifm_file": [ + "input-0.npy" + ], + "ofm_name": [ + "result-0" + ], + "ofm_file": [ + "result-0.npy" + ], + "expected_return_code": 2, + "expected_failure": true, + "expected_failure_desc": "Input DType not INT8 and zero point not 0", + "profile": [ + "tosa-bi", + "tosa-mi" + ] +} \ No newline at end of file diff --git a/operators/tensor/fully_connected/fully_connected_ERRORIF_InputZeroPointNotZero_2x11_f16xf16_accfloat/input-0.json b/operators/tensor/fully_connected/fully_connected_ERRORIF_InputZeroPointNotZero_2x11_f16xf16_accfloat/input-0.json new file mode 100644 index 000000000..342b47b02 --- /dev/null +++ b/operators/tensor/fully_connected/fully_connected_ERRORIF_InputZeroPointNotZero_2x11_f16xf16_accfloat/input-0.json @@ -0,0 +1,31 @@ +{ + "type": "float16", + "data": [ + [ + 0.09912109375, + 0.84375, + 0.90283203125, + 0.9794921875, + 0.80224609375, + 0.779296875, + 0.642578125, + 0.77880859375, + 0.134521484375, + 0.5361328125, + 0.51416015625 + ], + [ + 0.857421875, + 0.462890625, + 0.385009765625, + 0.6396484375, + 0.266357421875, + 0.1397705078125, + 0.477783203125, + 0.4169921875, + 0.2325439453125, + 0.367431640625, + 0.366455078125 + ] + ] +} \ No newline at end of file diff --git a/operators/tensor/fully_connected/fully_connected_ERRORIF_InputZeroPointNotZero_2x11_f16xf16_accfloat/test.json b/operators/tensor/fully_connected/fully_connected_ERRORIF_InputZeroPointNotZero_2x11_f16xf16_accfloat/test.json new file mode 100644 index 000000000..b5888d7a6 --- /dev/null +++ b/operators/tensor/fully_connected/fully_connected_ERRORIF_InputZeroPointNotZero_2x11_f16xf16_accfloat/test.json @@ -0,0 +1,199 @@ +{ + version: { + _major: 0, + _minor: 41, + _patch: 0, + _draft: true + }, + blocks: [ + { + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + + ], + outputs: [ + "const-1" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + + ], + outputs: [ + "const-2" + ] + }, + { + op: "FULLY_CONNECTED", + attribute_type: "FullyConnectedAttribute", + attribute: { + input_zp: -25, + weight_zp: 0, + accum_dtype: "FLOAT" + }, + inputs: [ + "input-0", + "const-1", + "const-2" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 2, + 11 + ], + type: "FP16" + }, + { + name: "const-1", + shape: [ + 4, + 11 + ], + type: "FP16", + data: [ + 61, + 53, + 18, + 54, + 124, + 57, + 192, + 52, + 151, + 59, + 85, + 59, + 178, + 55, + 65, + 53, + 73, + 56, + 202, + 58, + 56, + 57, + 111, + 58, + 67, + 56, + 16, + 57, + 156, + 52, + 225, + 57, + 122, + 50, + 143, + 57, + 227, + 58, + 58, + 48, + 234, + 56, + 22, + 46, + 206, + 57, + 104, + 45, + 125, + 59, + 102, + 48, + 172, + 59, + 104, + 58, + 192, + 56, + 67, + 58, + 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a/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongInputType_7x2_i4_acci32/input-0.json b/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongInputType_7x2_i4_acci32/input-0.json new file mode 100644 index 000000000..37c0c11ab --- /dev/null +++ b/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongInputType_7x2_i4_acci32/input-0.json @@ -0,0 +1,33 @@ +{ + "type": "int32", + "data": [ + [ + -2, + 4 + ], + [ + -3, + 6 + ], + [ + -2, + 5 + ], + [ + 0, + 5 + ], + [ + 0, + 3 + ], + [ + -2, + -4 + ], + [ + -6, + 0 + ] + ] +} \ No newline at end of file diff --git a/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongInputType_7x2_i4_acci32/test.json b/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongInputType_7x2_i4_acci32/test.json new file mode 100644 index 000000000..48ac33d36 --- /dev/null +++ b/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongInputType_7x2_i4_acci32/test.json @@ -0,0 +1,112 @@ +{ + version: { + _major: 0, + _minor: 41, + _patch: 0, + _draft: true + }, + blocks: [ + { + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + + ], + outputs: [ + "const-1" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + + ], + outputs: [ + "const-2" + ] + }, + { + op: "FULLY_CONNECTED", + attribute_type: "FullyConnectedAttribute", + attribute: { + input_zp: 0, + weight_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "input-0", + "const-1", + "const-2" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + shape: [ + 7, + 2 + ], + type: "INT4" + }, + { + name: "const-1", + shape: [ + 11, + 2 + ], + type: "INT4", + data: [ + 32, + 118, + 158, + 97, + 18, + 111, + 84, + 217, + 26, + 89, + 87 + ] + }, + { + name: "const-2", + shape: [ + 11 + ], + type: "INT4", + data: [ + 10, + 245, + 74, + 95, + 225, + 4 + ] + }, + { + name: "result-0", + shape: [ + 7, + 11 + ], + type: "INT32" + } + ], + inputs: [ + "input-0" + ], + outputs: [ + "result-0" + ] + } + ] +} diff --git a/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongOutputList_12x12_i8xi8_acci32/desc.json b/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongOutputList_12x12_i8xi8_acci32/desc.json new file mode 100644 index 000000000..2b74f86d0 --- /dev/null +++ b/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongOutputList_12x12_i8xi8_acci32/desc.json @@ -0,0 +1,22 @@ +{ + "tosa_file": "test.json", + "ifm_name": [ + "input-0" + ], + "ifm_file": [ + "input-0.npy" + ], + "ofm_name": [ + "result-0" + ], + "ofm_file": [ + "result-0.npy" + ], + "expected_return_code": 2, + "expected_failure": true, + "expected_failure_desc": "Op output list does not match expected output", + "profile": [ + "tosa-bi", + "tosa-mi" + ] +} \ No newline at end of file diff --git a/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongOutputList_12x12_i8xi8_acci32/input-0.json 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a/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongOutputType_11x2_i8xi8_accfloat/test.json b/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongOutputType_11x2_i8xi8_accfloat/test.json new file mode 100644 index 000000000..831ca70e8 --- /dev/null +++ b/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongOutputType_11x2_i8xi8_accfloat/test.json @@ -0,0 +1,125 @@ +{ + version: { + _major: 0, + _minor: 41, + _patch: 0, + _draft: true + }, + blocks: [ + { + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + + ], + outputs: [ + "const-1" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + + ], + outputs: [ + "const-2" + ] + }, + { + op: "FULLY_CONNECTED", + attribute_type: "FullyConnectedAttribute", + attribute: { + input_zp: 31, + weight_zp: -3, + accum_dtype: "FLOAT" + }, + inputs: [ + "input-0", + "const-1", + "const-2" + ], + outputs: [ + "result-0" + ] + } + ], + tensors: [ + { + name: "input-0", + 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a/operators/tensor/fully_connected/fully_connected_ERRORIF_WrongRank_27x1x27x5x27_i8xi8/test.json +++ /dev/null @@ -1,317 +0,0 @@ -{ - version: { - _major: 0, - _minor: 41, - _patch: 0, - _draft: true - }, - blocks: [ - { - name: "main", - operators: [ - { - op: "CONST", - attribute_type: "NONE", - inputs: [ - - ], - outputs: [ - "const-1" - ] - }, - { - op: "CONST", - attribute_type: "NONE", - inputs: [ - - ], - outputs: [ - "const-2" - ] - }, - { - op: "FULLY_CONNECTED", - attribute_type: "FullyConnectedAttribute", - attribute: { - input_zp: 46, - weight_zp: 97 - }, - inputs: [ - "input-0", - "const-1", - "const-2" - ], - outputs: [ - "result-0" - ] - } - ], - tensors: [ - { - name: "input-0", - shape: [ - 27, - 1, - 27, - 5, - 27 - ], - type: "INT8" - }, - { - name: "const-1", - shape: [ - 44, - 1 - ], - type: "INT8", - data: [ - 139, - 178, - 50, - 41, - 209, - 237, - 61, - 213, - 235, - 95, - 9, - 121, - 169, - 2, - 48, - 120, - 202, - 226, - 100, - 44, - 48, - 39, - 236, - 83, - 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