Model
Info
Supported
Not Supported
Input Type
Nodes
Errors
undefined
undefined
undefined
gpu
AddCastDivGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTanhTransposeUnsqueeze
1
677
677
undefined
undefined
undefined
gpu
AddCastDivErfExpandGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTransposeUnsqueezeWhere
1
703
703
undefined
undefined
undefined
gpu
AddCastDivErfGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTransposeUnsqueeze
1
636
636
undefined
undefined
undefined
gpu
AddCastDivErfGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTransposeUnsqueeze
1
620
620
undefined
undefined
undefined
gpu
AddCastDivErfGatherGemmMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTanhTransposeUnsqueeze
1
622
622
undefined
undefined
undefined
gpu
AddCastDivErfGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTransposeUnsqueeze
1
636
636
undefined
undefined
undefined
gpu
AbsAddArgMaxCastConcatConvDivExpandFlattenGatherMatMulMulPowReduceMeanReduceSumReshapeSigmoidSoftmaxSqrtSubTransposeUnsqueezeWhere
1
1385
1385
undefined
undefined
undefined
gpu
AddCastConcatDivGatherMatMulMulNegPowReduceMeanReshapeSliceSoftmaxSplitSqrtSubTanhTransposeUnsqueezeWhere
Slice
81
1441
1361
DeepLab v3
onnx
fp32
gpu
AddArgMaxAveragePoolClipConcatConvReluResizeTranspose
1
109
109
DenseNet 121
onnx
fp32
gpu
AddAveragePoolBatchNormalizationConcatConvGlobalAveragePoolMaxPoolMulRelu
1
491
491
undefined
undefined
undefined
gpu
AddCastConcatConvCosDivExpandFlattenGatherMatMulMaxPoolMulPowReduceMeanReluReshapeResizeSigmoidSinSliceSoftmaxSqrtSubTransposeUnsqueezeWhere
CumSumSlice
7
1017
1011
undefined
undefined
undefined
gpu
AddConcatConvDivErfMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTranspose
1
602
602
undefined
undefined
undefined
gpu
AddDivErfGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTranspose
1
191
191
undefined
undefined
undefined
gpu
AddDivErfMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTranspose
Conv
2
1295
1293
undefined
undefined
undefined
gpu
AddCastDivErfExpandGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTransposeUnsqueezeWhere
1
590
590
undefined
undefined
undefined
gpu
AddCastConcatDivErfExpandGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTransposeUnsqueezeWhere
If
1
536
536
undefined
undefined
undefined
gpu
AddCastConcatDivErfGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTransposeUnsqueezeWhere
1
535
535
undefined
undefined
undefined
gpu
AddCastDivErfExpandGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTransposeUnsqueezeWhere
1
361
361
undefined
undefined
undefined
gpu
AddDivEqualErfExpandGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSqueezeSubTransposeWhere
Split
2
319
318
undefined
undefined
undefined
gpu
AddDivEqualErfExpandGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTransposeWhere
1
332
332
undefined
undefined
undefined
gpu
AddDivEqualErfExpandGatherGemmMatMulMulPowReduceMeanReluReshapeSoftmaxSqrtSubTransposeWhere
1
318
318
undefined
undefined
undefined
gpu
AddCastDivGatherGemmMatMulMulPowReduceMeanReshapeSoftmaxSplitSqrtSubTanhTransposeUnsqueezeWhere
1
356
356
undefined
undefined
undefined
gpu
undefined
undefined
undefined
gpu
EfficientNet Lite 4
onnx
fp32
gpu
AddAveragePoolClipConvGemmSoftmaxSqueezeTranspose
1
180
180
EfficientNet Lite 4
onnx
fp16
gpu
AddAveragePoolClipConvGemmSoftmaxSqueezeTranspose
1
180
180
undefined
undefined
undefined
gpu
ConvDivGemmMaxPoolReluReshapeSub
1
32
32
undefined
undefined
undefined
gpu
AddCastDivGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTanhTransposeUnsqueeze
1
551
551
undefined
undefined
undefined
gpu
AddCastConcatDivGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTanhTransposeUnsqueeze
If
1
527
527
undefined
undefined
undefined
gpu
AddCastConcatDivGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTanhTransposeUnsqueeze
1
527
527
undefined
undefined
undefined
gpu
AddCastDivGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTanhTransposeUnsqueeze
1
350
350
undefined
undefined
undefined
gpu
AddCastDivGatherGemmMatMulMulPowReduceMeanReshapeSoftmaxSplitSqrtSubTanhTransposeUnsqueezeWhere
1
692
692
undefined
undefined
undefined
gpu
undefined
undefined
undefined
gpu
M2M100 418M Decoder
onnx
fp32
gpu
Aborted(). Build with -sASSERTIONS for more info. · We are working on it.
M2M100 418M Encoder
onnx
fp32
gpu
AddCastDivEqualExpandGatherMatMulMulNotPowReduceMeanReluReshapeSoftmaxSqrtSubTransposeUnsqueezeWhere
CumSum
2
666
665
undefined
undefined
undefined
gpu
AddClipConvGemmGlobalAveragePoolReshape
1
100
100
MobileNet v2_12
onnx
fp32
gpu
AddClipConvGemmGlobalAveragePoolReshape
1
100
100
MobileNet v2
onnx
fp16
gpu
AddClipConvReshape
1
100
100
MobileNet v3
onnx
fp32
gpu
AddConvFlattenGemmGlobalAveragePoolHardSigmoidHardSwishMulReduceMeanRelu
1
122
122
undefined
undefined
undefined
gpu
AddConcatConvDivGemmMatMulMulPowReduceMeanReshapeSigmoidSoftmaxSqrtSubTranspose
1
563
563
undefined
undefined
undefined
gpu
AddDivEqualErfExpandGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTransposeWhere
1
314
314
undefined
undefined
undefined
gpu
AddCastDivGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTanhTransposeUnsqueeze
1
551
551
undefined
undefined
undefined
gpu
AddCastConcatDivGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTanhTransposeUnsqueeze
If
1
527
527
undefined
undefined
undefined
gpu
AddCastConcatDivGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTanhTransposeUnsqueeze
1
527
527
undefined
undefined
undefined
gpu
AddCastDivGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTanhTransposeUnsqueeze
1
350
350
undefined
undefined
undefined
gpu
AddConcatConvLeakyReluMulResize
1
1024
1024
Failed to execute 'buildSync' on 'MLGraphBuilder': DirectML: Failed to record commands and bind resources for execution. · We are working on it.
undefined
undefined
undefined
gpu
crash · We are working on it.
undefined
undefined
undefined
gpu
AddConcatConvLeakyReluMulResize
1
1024
1024
undefined
undefined
undefined
gpu
AddConcatConvLeakyReluMulResize
1
1024
1024
RealESRGAN x4 256
onnx
fp16
gpu
AddConcatConvLeakyReluMulResize
1
1024
1024
RealESRGAN x4 256
onnx
fp32
gpu
AddConcatConvLeakyReluMulResize
1
1024
1024
undefined
undefined
undefined
gpu
AddConcatConvLeakyReluMulResize
1
1024
1024
undefined
undefined
undefined
gpu
AddConcatConvLeakyReluMulResize
1
1024
1024
Failed to execute 'buildSync' on 'MLGraphBuilder': DirectML: Failed to record commands and bind resources for execution. · We are working on it.
undefined
undefined
undefined
gpu
AddConcatConvLeakyReluMulResize
1
1024
1024
undefined
undefined
undefined
gpu
AddConcatConvLeakyReluMulResize
1
1024
1024
ResNet50 v1
onnx
fp32
gpu
AddConvFlattenGemmGlobalAveragePoolMaxPoolRelu
1
122
122
ResNet50 v1
onnx
fp16
gpu
AddConvFlattenGemmGlobalAveragePoolMaxPoolRelu
1
122
122
ResNet50 v2
onnx
fp32
gpu
AddBatchNormalizationConvGemmGlobalAveragePoolMaxPoolReluReshape
1
141
141
SAM B Decoder
onnx
fp32
gpu
AddArgMaxCastConcatConvConvTransposeCosDivEqualErfExpandFlattenFloorGatherGemmLayerNormalizationMatMulMulNotPowReciprocalReduceMaxReduceMeanReluReshapeResizeSinSliceSoftmaxSplitSqrtSubTransposeUnsqueeze
ResizeShapeSlice
3
349
345
SAM B Encoder
onnx
fp32
gpu
AddConvDivErfLayerNormalizationMatMulMulPowReduceMeanReshapeSliceSoftmaxSplitSqrtSqueezeSubTransposeUnsqueeze
AddEinsumPadUnsqueeze
34
593
512
Failed to execute 'buildSync' on 'MLGraphBuilder': DirectML: Failed to record commands and bind resources for execution. · We are working on it.
undefined
undefined
undefined
gpu
AddConcatConvConvTransposeCosDivErfGatherMatMulMulPowReduceMeanReluReshapeSinSliceSoftmaxSqrtSqueezeSubTransposeUnsqueezeWhere
AddEinsumPadScatterNDSplitTileUnsqueeze
48
1135
1040
Failed to execute 'buildSync' on 'MLGraphBuilder': DirectML: Failed to record commands and bind resources for execution. · We are working on it.
undefined
undefined
undefined
gpu
AddConcatConvTransposeCosDivErfGatherMatMulMulPowReduceMeanReluReshapeSinSliceSoftmaxSqrtSubTransposeUnsqueezeWhere
ScatterNDTile
5
362
358
undefined
undefined
undefined
gpu
AddConvDivErfMatMulMulPowReduceMeanReshapeSliceSoftmaxSplitSqrtSqueezeSubTranspose
AddEinsumPadUnsqueeze
33
781
701
Failed to execute 'buildSync' on 'MLGraphBuilder': DirectML: Failed to record commands and bind resources for execution. · We are working on it.
SD 1.5 UNet (layernorm)
onnx
fp16
gpu
AddCastConcatConvCosDivErfExpandGemmInstanceNormalizationMatMulMulPowReduceMeanReshapeResizeSigmoidSinSliceSoftmaxSqrtSubTransposeUnsqueeze
1
2218
2218
undefined
undefined
undefined
gpu
AddCastConvInstanceNormalizationMatMulMulReshapeResizeSigmoidSoftmaxTranspose
1
295
295
SD 2.1 VAE Decoder
onnx
fp32
gpu
AddCastConvDivInstanceNormalizationMatMulMulReshapeResizeSigmoidSoftmaxSqrtTranspose
1
292
292
SD 2.1 VAE Encoder
onnx
fp32
gpu
AddClipConvExpInstanceNormalizationMatMulMulReshapeSigmoidSliceSoftmaxTranspose
RandomNormalLike
1
224
223
undefined
undefined
undefined
gpu
AddArgMaxCastConcatConvConvTransposeCosDivEqualErfExpandFlattenGatherGemmLayerNormalizationMatMulMulNotPowReduceMeanReluReshapeResizeSinSliceSoftmaxSplitSqrtSubTransposeUnsqueeze
1
329
329
undefined
undefined
undefined
gpu
AddArgMaxCastConcatConvConvTransposeCosDivEqualErfExpandFlattenGatherGemmLayerNormalizationMatMulMulNotPowReduceMeanReluReshapeResizeSinSliceSoftmaxSplitSqrtSubTransposeUnsqueeze
1
333
333
Selfie Segmentation General
onnx
fp32
gpu
AddAveragePoolClipConvConvTransposeMulReluReshapeResizeSigmoidTranspose
1
172
172
Selfie Segmentation Landscape
onnx
fp32
gpu
AddClipConvConvTransposeGlobalAveragePoolMulReluReshapeResizeSigmoidTranspose
1
172
172
undefined
undefined
undefined
gpu
AddCastDivErfGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTransposeUnsqueeze
Conv
73
536
464
SqueezeNet 1.1
onnx
fp32
gpu
AveragePoolConcatConvMaxPoolReluReshape
1
65
65
SqueezeNet 1.0
onnx
fp16
gpu
ConcatConvGlobalAveragePoolMaxPoolReluSoftmax
1
65
65
undefined
undefined
undefined
gpu
AddCastDivGatherMatMulMulPowReduceMeanReluReshapeSoftmaxSqrtSubTransposeUnsqueeze
1
364
364
undefined
undefined
undefined
gpu
AddCastConcatDivGatherMatMulMulPowReduceMeanReluReshapeSoftmaxSqrtSubTransposeUnsqueeze
If
1
346
346
undefined
undefined
undefined
gpu
AddCastConcatDivGatherMatMulMulPowReduceMeanReluReshapeSoftmaxSqrtSubTransposeUnsqueeze
1
346
346
undefined
undefined
undefined
gpu
AddCastDivGatherMatMulMulPowReduceMeanReluReshapeSoftmaxSqrtSubTransposeUnsqueeze
1
212
212
Tiny YOLO v2
onnx
fp32
gpu
AddBatchNormalizationConvLeakyReluMaxPoolMul
1
33
33
undefined
undefined
undefined
gpu
AddConcatConvDivErfGatherGemmMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTranspose
1
604
604
undefined
undefined
undefined
gpu
AddDivGatherGemmMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTanhTransposeWhere
Split
25
1059
1035
undefined
undefined
undefined
gpu
AddConcatDivGatherGemmMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTanhTransposeWhere
IfSplit
25
1095
1071
undefined
undefined
undefined
gpu
undefined
undefined
undefined
gpu
AddConcatConvDivErfMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTranspose
1
602
602
Whisper Base Decoder Static Shape Non-KV-Cache
onnx
fp32
gpu
AddCastDivErfExpandGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTransposeUnsqueezeWhere
1
561
561
Whisper Base Decoder Static Shape KV-Cache
onnx
fp32
gpu
AddCastConcatDivErfGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTransposeUnsqueezeWhere
1
529
529
Whisper Base Encoder
onnx
fp32
gpu
AddConvDivErfMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTranspose
1
341
341
undefined
undefined
undefined
gpu
AddDivErfGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTranspose
1
385
385
undefined
undefined
undefined
gpu
AddConcatDivErfGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTranspose
If
1
357
357
undefined
undefined
undefined
gpu
AddConcatDivErfGatherMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTranspose
1
357
357
undefined
undefined
undefined
gpu
AddDivErfMatMulMulPowReduceMeanReshapeSoftmaxSqrtSubTranspose
Conv
2
243
241
undefined
undefined
undefined
gpu
Aborted(). Build with -sASSERTIONS for more info. · We are working on it.
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTanhTranspose
CastGatherMatMulPowUnsqueeze
Unsqueeze: INT64
140
677
534
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
CastErfExpandGatherMatMulPowReshapeUnsqueezeWhere
Reshape: INT64Unsqueeze: INT64
136
703
562
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
CastErfGatherMatMulPowUnsqueeze
Unsqueeze: INT64
139
636
494
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
CastErfGatherMatMulPowUnsqueeze
Unsqueeze: INT64
136
620
481
undefined
undefined
undefined
cpu
AddDivGemmMulReduceMeanReshapeSoftmaxSqrtSubTanhTranspose
CastErfGatherMatMulPowUnsqueeze
Unsqueeze: INT64
136
622
483
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
CastErfGatherMatMulPowUnsqueeze
Unsqueeze: INT64
139
636
494
undefined
undefined
undefined
cpu
AbsAddConcatConvDivFlattenMulReduceMeanReshapeSigmoidSoftmaxSqrtSubTranspose
ArgMaxCastExpandGatherMatMulPowReduceSumReshapeUnsqueezeWhere
Reshape: INT64Unsqueeze: INT64
254
1387
1123
undefined
undefined
undefined
cpu
AddConcatDivMulNegReduceMeanReshapeSliceSoftmaxSplitSqrtSubTanhTransposeUnsqueeze
CastGatherMatMulPowReshapeSliceUnsqueezeWhere
Reshape: INT64Unsqueeze: INT64
263
1441
1172
DeepLab v3
onnx
fp32
cpu
AddAveragePoolClipConcatConvReluResize
ArgMax
1
108
107
DenseNet 121
onnx
fp32
cpu
AddAveragePoolConcatConvGlobalAveragePoolMaxPoolMulReluTranspose
BatchNormalization
63
617
555
undefined
undefined
undefined
cpu
AddConcatConvDivMaxPoolMulReduceMeanReluReshapeSigmoidSliceSoftmaxSqrtSubTransposeUnsqueeze
CastCosCumSumExpandFlattenGatherMatMulPowResizeSinSliceUnsqueezeWhere
Flatten: BOOLUnsqueeze: BOOLUnsqueeze: INT64
169
1049
863
undefined
undefined
undefined
cpu
AddConcatConvDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
ErfMatMulPow
134
604
471
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
ErfGatherMatMulPowReshape
Reshape: INT64
38
191
151
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
ConvErfMatMulPow
269
1391
1122
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
CastErfExpandGatherMatMulPowUnsqueezeWhere
Unsqueeze: INT64
113
590
473
undefined
undefined
undefined
cpu
AddConcatDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
CastErfExpandGatherIfMatMulPowUnsqueezeWhere
Unsqueeze: INT64
102
536
431
undefined
undefined
undefined
cpu
AddConcatDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
CastErfGatherMatMulPowUnsqueezeWhere
Unsqueeze: INT64
102
535
431
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
CastErfExpandGatherMatMulPowReshapeUnsqueezeWhere
Reshape: INT64Unsqueeze: INT64
70
361
286
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSqueezeSubTranspose
EqualErfExpandGatherMatMulPowReshapeSplitWhere
Reshape: BOOL
70
319
240
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
EqualErfExpandGatherMatMulPowReshapeWhere
Reshape: BOOL
72
332
251
undefined
undefined
undefined
cpu
AddDivGemmMulReduceMeanReluReshapeSoftmaxSqrtSubTranspose
EqualErfExpandGatherMatMulPowReshapeWhere
Reshape: BOOL
69
318
240
undefined
undefined
undefined
cpu
AddDivGemmMulReduceMeanReshapeSoftmaxSplitSqrtSubTanhTranspose
CastGatherMatMulPowReshapeUnsqueezeWhere
Reshape: INT64Unsqueeze: INT64
39
356
312
undefined
undefined
undefined
cpu
undefined
undefined
undefined
cpu
EfficientNet Lite 4
onnx
fp32
cpu
AddAveragePoolClipConvGemmSoftmaxSqueeze
1
179
179
EfficientNet Lite 4
onnx
fp16
cpu
AddAveragePoolClipConvGemmSoftmaxSqueezeTranspose
Add: FLOAT16AveragePool: FLOAT16Clip: FLOAT16Conv: FLOAT16Gemm: FLOAT16Softmax: FLOAT16Squeeze: FLOAT16Transpose: FLOAT16
undefined
undefined
undefined
cpu
ConvDivGemmMaxPoolReluReshapeSubTranspose
1
34
34
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTanhTranspose
CastGatherMatMulPowReshapeUnsqueeze
Reshape: INT64Unsqueeze: INT64
139
551
392
undefined
undefined
undefined
cpu
AddConcatDivMulReduceMeanReshapeSoftmaxSqrtSubTanhTranspose
CastGatherIfMatMulPowReshapeUnsqueeze
Reshape: INT64Unsqueeze: INT64
123
527
384
undefined
undefined
undefined
cpu
AddConcatDivMulReduceMeanReshapeSoftmaxSqrtSubTanhTranspose
CastGatherMatMulPowReshapeUnsqueeze
Reshape: INT64Unsqueeze: INT64
123
519
376
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTanhTranspose
CastGatherMatMulPowReshapeUnsqueeze
Reshape: INT64Unsqueeze: INT64
82
350
248
undefined
undefined
undefined
cpu
AddDivGemmMulReduceMeanReshapeSoftmaxSplitSqrtSubTanhTranspose
CastGatherMatMulPowReshapeUnsqueezeWhere
Reshape: INT64Unsqueeze: INT64
75
692
612
undefined
undefined
undefined
cpu
undefined
undefined
undefined
cpu
M2M100 418M Decoder
onnx
fp32
cpu
Aborted(). Build with -sASSERTIONS for more info. · We are working on it.
M2M100 418M Encoder
onnx
fp32
cpu
AddDivMulReduceMeanReluReshapeSoftmaxSqrtSubTranspose
AddCastCumSumEqualExpandGatherMatMulMulNotPowReshapeUnsqueezeWhere
Add: INT64Mul: INT32Reshape: INT64Unsqueeze: INT64
125
666
528
undefined
undefined
undefined
cpu
AddClipConvGemmGlobalAveragePoolReshapeTranspose
1
102
102
MobileNet v2_12
onnx
fp32
cpu
AddClipConvGemmGlobalAveragePoolReshapeTranspose
1
102
102
MobileNet v2
onnx
fp16
cpu
AddClipConvReshape
Add: FLOAT16Clip: FLOAT16Conv: FLOAT16Reshape: FLOAT16
MobileNet v3
onnx
fp32
cpu
AddConvFlattenGemmGlobalAveragePoolHardSigmoidHardSwishMulReduceMeanReluTranspose
HardSigmoid
10
124
115
undefined
undefined
undefined
cpu
AddConcatConvDivGemmMulReduceMeanReshapeSigmoidSoftmaxSqrtSubTranspose
MatMulPow
94
570
477
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
EqualErfExpandGatherMatMulPowReshapeWhere
Reshape: BOOL
68
314
237
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTanhTranspose
CastGatherMatMulPowReshapeUnsqueeze
Reshape: INT64Unsqueeze: INT64
139
551
392
undefined
undefined
undefined
cpu
AddConcatDivMulReduceMeanReshapeSoftmaxSqrtSubTanhTranspose
CastGatherIfMatMulPowReshapeUnsqueeze
Reshape: INT64Unsqueeze: INT64
123
527
384
undefined
undefined
undefined
cpu
AddConcatDivMulReduceMeanReshapeSoftmaxSqrtSubTanhTranspose
CastGatherMatMulPowReshapeUnsqueeze
Reshape: INT64Unsqueeze: INT64
123
519
376
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTanhTranspose
CastGatherMatMulPowReshapeUnsqueeze
Reshape: INT64Unsqueeze: INT64
82
350
248
undefined
undefined
undefined
cpu
AddCastCastLikeConcatConvLeakyReluLessMulResizeWhere
Add: FLOAT16Concat: FLOAT16Conv: FLOAT16LeakyRelu: FLOAT16Mul: FLOAT16Resize: FLOAT16
undefined
undefined
undefined
cpu
AddConcatConvLeakyReluMulTranspose
Resize
3
1030
1028
undefined
undefined
undefined
cpu
AddCastCastLikeConcatConvLeakyReluLessMulResizeWhere
Add: FLOAT16Concat: FLOAT16Conv: FLOAT16LeakyRelu: FLOAT16Mul: FLOAT16Resize: FLOAT16
undefined
undefined
undefined
cpu
AddConcatConvLeakyReluMulTranspose
Resize
3
1030
1028
RealESRGAN x4 256
onnx
fp16
cpu
AddCastCastLikeConcatConvLeakyReluLessMulResizeWhere
Add: FLOAT16Concat: FLOAT16Conv: FLOAT16LeakyRelu: FLOAT16Mul: FLOAT16Resize: FLOAT16
RealESRGAN x4 256
onnx
fp32
cpu
AddConcatConvLeakyReluMulTranspose
Resize
3
1030
1028
undefined
undefined
undefined
cpu
AddCastCastLikeConcatConvLeakyReluLessMulResizeWhere
Add: FLOAT16Concat: FLOAT16Conv: FLOAT16LeakyRelu: FLOAT16Mul: FLOAT16Resize: FLOAT16
undefined
undefined
undefined
cpu
AddConcatConvLeakyReluMulTranspose
Resize
3
1030
1028
undefined
undefined
undefined
cpu
AddCastCastLikeConcatConvLeakyReluLessMulResizeWhere
Add: FLOAT16Concat: FLOAT16Conv: FLOAT16LeakyRelu: FLOAT16Mul: FLOAT16Resize: FLOAT16
undefined
undefined
undefined
cpu
AddConcatConvLeakyReluMulTranspose
Resize
3
1030
1028
ResNet50 v1
onnx
fp32
cpu
AddConvFlattenGemmGlobalAveragePoolMaxPoolReluTranspose
1
124
124
ResNet50 v1
onnx
fp16
cpu
AddConvFlattenGemmGlobalAveragePoolMaxPoolRelu
Add: FLOAT16Conv: FLOAT16Flatten: FLOAT16Gemm: FLOAT16GlobalAveragePool: FLOAT16MaxPool: FLOAT16Relu: FLOAT16
ResNet50 v2
onnx
fp32
cpu
AddConvGemmGlobalAveragePoolMaxPoolReluReshapeTranspose
BatchNormalization
18
177
159
SAM B Decoder
onnx
fp32
cpu
AddConcatConvConvTransposeDivFlattenFloorGemmMulReduceMeanReluReshapeResizeSliceSoftmaxSplitSqrtSubTransposeUnsqueeze
ArgMaxCastConcatCosEqualErfExpandGatherLayerNormalizationMatMulNotPowReciprocalReduceMaxResizeShapeSinSliceTransposeUnsqueeze
Concat: INT64Slice: INT64Unsqueeze: INT64
79
366
258
SAM B Encoder
onnx
fp32
cpu
AddConvDivMulReduceMeanReshapeSliceSoftmaxSplitSqrtSqueezeSubTransposeUnsqueeze
AddEinsumErfLayerNormalizationMatMulPadPowUnsqueeze
120
591
400
undefined
undefined
undefined
cpu
AddConcatConvConvTransposeDivMulReduceMeanReluReshapeSliceSoftmaxSqrtSqueezeSubTransposeUnsqueeze
AddCosEinsumErfGatherMatMulPadPowScatterNDSinSplitTileUnsqueezeWhere
238
1136
843
undefined
undefined
undefined
cpu
AddConcatConvTransposeDivMulReduceMeanReluReshapeSliceSoftmaxSqrtSubTransposeUnsqueeze
CosErfGatherMatMulPowScatterNDSinTileWhere
85
364
272
undefined
undefined
undefined
cpu
AddConvDivMulReduceMeanReshapeSliceSoftmaxSplitSqrtSqueezeSubTranspose
AddEinsumErfMatMulPadPowUnsqueeze
143
780
590
SD 1.5 UNet (layernorm)
onnx
fp16
cpu
AddCastConcatConvCosDivErfExpExpandGemmInstanceNormalizationMatMulMulPowReduceMaxReduceMeanReduceSumReshapeResizeSigmoidSinSliceSoftmaxSqrtSubTransposeUnsqueeze
Add: FLOAT16Concat: FLOAT16Conv: FLOAT16Div: FLOAT16Gemm: FLOAT16Mul: FLOAT16ReduceMean: FLOAT16Reshape: FLOAT16Sigmoid: FLOAT16Slice: FLOAT16Softmax: FLOAT16Sqrt: FLOAT16Sub: FLOAT16Transpose: FLOAT16Unsqueeze: FLOAT16Unsqueeze: INT64
undefined
undefined
undefined
cpu
Softmax
AddCastConvInstanceNormalizationMatMulMulReshapeResizeSigmoidTranspose
Add: FLOAT16Conv: FLOAT16Mul: FLOAT16Reshape: FLOAT16Resize: FLOAT16Sigmoid: FLOAT16Transpose: FLOAT16
1
295
1
SD 2.1 VAE Decoder
onnx
fp32
cpu
AddCastConvDivExpInstanceNormalizationMatMulMulReduceMaxReduceSumReshapeResizeSigmoidSoftmaxSqrtSubTranspose
Add: FLOAT16Conv: FLOAT16Div: FLOAT16Mul: FLOAT16Reshape: FLOAT16Resize: FLOAT16Sigmoid: FLOAT16Softmax: FLOAT16Sqrt: FLOAT16Sub: FLOAT16Transpose: FLOAT16
SD 2.1 VAE Encoder
onnx
fp32
cpu
AddClipConvMulReshapeSigmoidSliceSoftmaxSqueezeTranspose
ExpInstanceNormalizationMatMulRandomNormalLike
30
272
242
undefined
undefined
undefined
cpu
AddConcatConvConvTransposeDivFlattenGemmMulReduceMeanReluReshapeResizeSliceSoftmaxSplitSqrtSubTransposeUnsqueeze
ArgMaxCastCosEqualErfExpandGatherLayerNormalizationMatMulNotPowSin
73
345
258
undefined
undefined
undefined
cpu
AddDivMulReduceMeanResizeSqrtSubTranspose
AddArgMaxCastConcatConstantOfShapeConvConvTransposeCosDivEqualErfExpExpandFlattenGatherGemmLayerNormalizationMatMulMulNegNotPowReciprocalReduceMaxReduceMeanReduceSumReluReshapeShapeSinSizeSliceSoftmaxSplitSqrtSubTransposeUnsqueezeWEBNN_12145297230675277246_0WEBNN_12145297230675277246_1
Add: FLOAT16Concat: FLOAT16Conv: FLOAT16ConvTranspose: FLOAT16Div: FLOAT16Flatten: FLOAT16Gemm: FLOAT16Mul: FLOAT16Neg: INT64ReduceMean: FLOAT16Relu: FLOAT16Reshape: FLOAT16Shape: FLOAT16Slice: FLOAT16Slice: INT64Softmax: FLOAT16Split: FLOAT16Sqrt: FLOAT16Sub: FLOAT16Transpose: FLOAT16Unsqueeze: FLOAT16
19
587
81
Selfie Segmentation General
onnx
fp32
cpu
AddAveragePoolClipConvConvTransposeMulReluResizeSigmoid
1
170
170
Selfie Segmentation Landscape
onnx
fp32
cpu
AddClipConvConvTransposeGlobalAveragePoolMulReluResizeSigmoid
1
170
170
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
CastConvErfGatherMatMulPowUnsqueeze
Unsqueeze: INT64
136
582
444
SqueezeNet 1.1
onnx
fp32
cpu
AveragePoolConcatConvMaxPoolReluReshapeTranspose
1
67
67
SqueezeNet 1.0
onnx
fp16
cpu
ConcatConvGlobalAveragePoolMaxPoolReluSoftmax
Concat: FLOAT16Conv: FLOAT16GlobalAveragePool: FLOAT16MaxPool: FLOAT16Relu: FLOAT16Softmax: FLOAT16
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReluReshapeSoftmaxSqrtSubTranspose
CastGatherMatMulPowReshapeUnsqueeze
Reshape: INT64Unsqueeze: INT64
105
364
255
undefined
undefined
undefined
cpu
AddConcatDivMulReduceMeanReluReshapeSoftmaxSqrtSubTranspose
CastGatherIfMatMulPowReshapeUnsqueeze
Reshape: INT64Unsqueeze: INT64
93
346
249
undefined
undefined
undefined
cpu
AddConcatDivMulReduceMeanReluReshapeSoftmaxSqrtSubTranspose
CastGatherMatMulPowReshapeUnsqueeze
Reshape: INT64Unsqueeze: INT64
93
340
243
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReluReshapeSoftmaxSqrtSubTranspose
CastGatherMatMulPowReshapeUnsqueeze
Reshape: INT64Unsqueeze: INT64
62
212
146
Tiny YOLO v2
onnx
fp32
cpu
AddConvLeakyReluMaxPoolMulTranspose
BatchNormalization
9
51
43
undefined
undefined
undefined
cpu
AddConcatConvDivGemmMulReduceMeanReshapeSoftmaxSqrtSubTranspose
ErfGatherMatMulPow
135
606
472
undefined
undefined
undefined
cpu
AddDivGemmMulReduceMeanReshapeSoftmaxSqrtSubTanhTranspose
GatherMatMulPowReshapeSplitWhere
Reshape: INT64
136
1059
923
undefined
undefined
undefined
cpu
AddConcatDivGemmMulReduceMeanReshapeSoftmaxSqrtSubTanhTranspose
GatherIfMatMulPowReshapeSplitWhere
Reshape: INT64
135
1095
959
undefined
undefined
undefined
cpu
undefined
undefined
undefined
cpu
AddConcatConvDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
ErfMatMulPow
134
604
471
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
ErfGatherMatMulPowReshape
Reshape: INT64
74
385
309
undefined
undefined
undefined
cpu
AddConcatDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
ErfGatherIfMatMulPowReshape
Reshape: INT64
67
357
289
undefined
undefined
undefined
cpu
AddConcatDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
ErfGatherMatMulPowReshape
Reshape: INT64
67
357
289
undefined
undefined
undefined
cpu
AddDivMulReduceMeanReshapeSoftmaxSqrtSubTranspose
ConvErfMatMulPow
49
259
210
undefined
undefined
undefined
cpu
Aborted(). Build with -sASSERTIONS for more info. · We are working on it.
Tested on Windows Windows 11 23H2 22631.3007 · Chrome Canary 123.0.6283.0 · Last update:
Feb 06, 2024