AMDMIGraphX
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ROCmSoftwarePlatform
`Split` dynamic shape parsing update
- Updates parsing of
SplitONNX operator to support dynamic shapes for the case of nosplitattribute or input.- Should be possible to extend dynamic shape support to other cases in the future
Codecov Report
All modified and coverable lines are covered by tests :white_check_mark:
Project coverage is 91.94%. Comparing base (
b9cce08) to head (fb7fa55). Report is 148 commits behind head on develop.
Additional details and impacted files
@@ Coverage Diff @@
## develop #3034 +/- ##
===========================================
+ Coverage 91.92% 91.94% +0.01%
===========================================
Files 489 489
Lines 19275 19309 +34
===========================================
+ Hits 17719 17753 +34
Misses 1556 1556
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| Test | Batch | Rate new fb7fa5 |
Rate old 716da6 |
Diff | Compare |
|---|---|---|---|---|---|
| torchvision-resnet50 | 64 | 1,713.20 | 1,714.31 | -0.06% | :white_check_mark: |
| torchvision-resnet50_fp16 | 64 | 3,810.68 | 3,811.27 | -0.02% | :white_check_mark: |
| torchvision-densenet121 | 32 | 1,452.47 | 1,453.18 | -0.05% | :white_check_mark: |
| torchvision-densenet121_fp16 | 32 | 2,436.48 | 2,438.60 | -0.09% | :white_check_mark: |
| torchvision-inceptionv3 | 32 | 882.73 | 883.47 | -0.08% | :white_check_mark: |
| torchvision-inceptionv3_fp16 | 32 | 1,411.66 | 1,415.00 | -0.24% | :white_check_mark: |
| cadene-inceptionv4 | 16 | 407.28 | 407.87 | -0.15% | :white_check_mark: |
| cadene-resnext64x4 | 16 | 413.83 | 413.67 | 0.04% | :white_check_mark: |
| slim-mobilenet | 64 | 3,824.11 | 3,822.63 | 0.04% | :white_check_mark: |
| slim-nasnetalarge | 64 | 97.02 | 97.02 | -0.00% | :white_check_mark: |
| slim-resnet50v2 | 64 | 1,651.41 | 1,651.78 | -0.02% | :white_check_mark: |
| bert-mrpc-onnx | 8 | 590.97 | 592.01 | -0.18% | :white_check_mark: |
| bert-mrpc-tf | 1 | 290.58 | 281.28 | 3.31% | :high_brightness: |
| pytorch-examples-wlang-gru | 1 | 332.41 | 339.16 | -1.99% | :white_check_mark: |
| pytorch-examples-wlang-lstm | 1 | 298.19 | 298.76 | -0.19% | :white_check_mark: |
| torchvision-resnet50_1 | 1 | 454.52 | 456.46 | -0.42% | :white_check_mark: |
| cadene-dpn92_1 | 1 | 245.05 | 244.33 | 0.30% | :white_check_mark: |
| cadene-resnext101_1 | 1 | 189.07 | 189.19 | -0.07% | :white_check_mark: |
| onnx-taau-downsample | 1 | 204.18 | 204.02 | 0.08% | :white_check_mark: |
| dlrm-criteoterabyte | 1 | 22.29 | 22.29 | 0.03% | :white_check_mark: |
| dlrm-criteoterabyte_fp16 | 1 | 41.62 | 41.58 | 0.10% | :white_check_mark: |
| agentmodel | 1 | 6,093.73 | 6,131.58 | -0.62% | :white_check_mark: |
| unet_fp16 | 2 | 33.74 | 34.27 | -1.57% | :white_check_mark: |
| resnet50v1_fp16 | 1 | 551.13 | 559.90 | -1.57% | :white_check_mark: |
| resnet50v1_int8 | 1 | 463.46 | 462.93 | 0.11% | :white_check_mark: |
| bert_base_cased_fp16 | 64 | 620.61 | 623.40 | -0.45% | :white_check_mark: |
| bert_large_uncased_fp16 | 32 | 193.77 | 194.19 | -0.22% | :white_check_mark: |
| bert_large_fp16 | 1 | 103.93 | 104.03 | -0.10% | :white_check_mark: |
| distilgpt2_fp16 | 16 | 1,187.58 | 1,191.27 | -0.31% | :white_check_mark: |
| yolov5s | 1 | 298.31 | 298.33 | -0.01% | :white_check_mark: |
| tinyllama | 1 | 23.32 | 23.33 | -0.03% | :white_check_mark: |
| vicuna-fastchat | 1 | 133.67 | 132.94 | 0.55% | :white_check_mark: |
| whisper-tiny-encoder | 1 | 241.13 | 240.77 | 0.15% | :white_check_mark: |
| whisper-tiny-decoder | 1 | 245.45 | 245.54 | -0.04% | :white_check_mark: |
Check results before merge :high_brightness:
:red_circle:bert_large_uncased_fp16: FAILED: MIGraphX is not within tolerance - check verbose output
