AMDMIGraphX
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Refactor 1 arg dynamic reshape
Allows for more cases of reshaping dynamic input shapes
Test | Batch | Rate new efeb10 |
Rate old a05069 |
Diff | Compare |
---|---|---|---|---|---|
torchvision-resnet50 | 64 | 1,736.15 | 1,751.37 | -0.87% | :white_check_mark: |
torchvision-resnet50_fp16 | 64 | 4,031.22 | 4,085.67 | -1.33% | :white_check_mark: |
torchvision-densenet121 | 32 | 1,460.45 | 1,468.19 | -0.53% | :white_check_mark: |
torchvision-densenet121_fp16 | 32 | 2,513.23 | 2,529.60 | -0.65% | :white_check_mark: |
torchvision-inceptionv3 | 32 | 874.04 | 889.45 | -1.73% | :white_check_mark: |
torchvision-inceptionv3_fp16 | 32 | 1,479.97 | 1,485.18 | -0.35% | :white_check_mark: |
cadene-inceptionv4 | 16 | 405.88 | 412.31 | -1.56% | :white_check_mark: |
cadene-resnext64x4 | 16 | 417.09 | 419.70 | -0.62% | :white_check_mark: |
slim-mobilenet | 64 | 4,075.60 | 4,005.23 | 1.76% | :white_check_mark: |
slim-nasnetalarge | 64 | 100.72 | 100.99 | -0.26% | :white_check_mark: |
slim-resnet50v2 | 64 | 1,677.94 | 1,680.69 | -0.16% | :white_check_mark: |
bert-mrpc-onnx | 8 | 612.45 | 616.39 | -0.64% | :white_check_mark: |
bert-mrpc-tf | 1 | 278.77 | 279.83 | -0.38% | :white_check_mark: |
pytorch-examples-wlang-gru | 1 | 322.31 | 316.61 | 1.80% | :white_check_mark: |
pytorch-examples-wlang-lstm | 1 | 327.41 | 290.31 | 12.78% | :high_brightness: |
torchvision-resnet50_1 | 1 | 467.03 | 471.25 | -0.90% | :white_check_mark: |
cadene-dpn92_1 | 1 | 248.84 | 246.67 | 0.88% | :white_check_mark: |
cadene-resnext101_1 | 1 | 205.38 | 203.90 | 0.73% | :white_check_mark: |
onnx-taau-downsample | 1 | 203.98 | 206.51 | -1.23% | :white_check_mark: |
dlrm-criteoterabyte | 1 | 22.83 | 22.90 | -0.32% | :white_check_mark: |
dlrm-criteoterabyte_fp16 | 1 | 42.57 | 42.66 | -0.22% | :white_check_mark: |
agentmodel | 1 | 6,241.26 | 6,246.02 | -0.08% | :white_check_mark: |
unet_fp16 | 2 | 34.13 | 34.23 | -0.28% | :white_check_mark: |
resnet50v1_fp16 | 1 | 604.46 | 588.97 | 2.63% | :white_check_mark: |
resnet50v1_int8 | 1 | 583.21 | 581.34 | 0.32% | :white_check_mark: |
bert_base_cased_fp16 | 64 | 641.56 | 646.01 | -0.69% | :white_check_mark: |
bert_large_uncased_fp16 | 32 | 197.85 | 198.88 | -0.52% | :white_check_mark: |
bert_large_fp16 | 1 | 116.79 | 117.59 | -0.67% | :white_check_mark: |
distilgpt2_fp16 | 16 | 1,205.13 | 1,212.19 | -0.58% | :white_check_mark: |
yolov5s | 1 | 299.38 | 301.48 | -0.70% | :white_check_mark: |
tinyllama | 1 | 23.23 | 23.32 | -0.41% | :white_check_mark: |
vicuna-fastchat | 1 | 133.07 | 133.41 | -0.25% | :white_check_mark: |
whisper-tiny-encoder | 1 | 243.22 | 244.30 | -0.44% | :white_check_mark: |
whisper-tiny-decoder | 1 | 255.56 | 256.63 | -0.42% | :white_check_mark: |
Check results before merge :high_brightness:
:red_circle:bert_large_uncased_fp16: FAILED: MIGraphX is not within tolerance - check verbose output
Codecov Report
All modified and coverable lines are covered by tests :white_check_mark:
Project coverage is 92.00%. Comparing base (
9f5af93
) to head (efeb103
). Report is 144 commits behind head on develop.
Additional details and impacted files
@@ Coverage Diff @@
## develop #3031 +/- ##
========================================
Coverage 91.99% 92.00%
========================================
Files 489 490 +1
Lines 19423 19433 +10
========================================
+ Hits 17869 17879 +10
Misses 1554 1554
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