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[compliance_checker] add wegihts_initialiazation rule #92

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[compliance_checker] add wegihts_initialiazation rule #92

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b97e08c
[compliance_checker][wegihts_initialiazation] update three models
mwawrzos Mar 23, 2021
70a3f0f
[compliance_checker][DLRM] right weights_initialization tensor names
mwawrzos Mar 24, 2021
32414b0
add wegihts_initialiazation for BERT
mwawrzos Mar 31, 2021
dfb9fbd
replace tabs with spaces
mwawrzos Mar 31, 2021
fdf60a7
update bert tensor names to better match the reference
mwawrzos Apr 6, 2021
489f975
syntax fix in wegihts_initialiazation tests
mwawrzos Apr 15, 2021
3b9069c
[compliance_checker_update] wegihts_initialiazation logging for resnet
mwawrzos Apr 19, 2021
bd5e195
[compliance_checker] wegihts_initialiazation for ssd
mwawrzos Apr 20, 2021
cebba9d
[compliance_checker] wegihts_initialiazation in miniGo
mwawrzos Apr 20, 2021
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417 changes: 417 additions & 0 deletions mlperf_logging/compliance_checker/1.0.0/closed_bert.yaml
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27 changes: 27 additions & 0 deletions mlperf_logging/compliance_checker/1.0.0/closed_dlrm.yaml
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Original file line number Diff line number Diff line change
@@ -1,3 +1,30 @@
- BEGIN:
CODE: >
s.update({
'initialized_tensors': []
})

- KEY:
NAME: weights_initialization
REQ: AT_LEAST_ONE
CHECK:
- "'tensor' in v['metadata']"
POST: >
s['initialized_tensors'] += [v['metadata']['tensor']]

- END:
CHECK: >
sorted(s['initialized_tensors']) == sorted([
"embeddings",
"bottom_mlp_dense1",
"bottom_mlp_dense2",
"bottom_mlp_dense3",
"top_mlp_dense1",
"top_mlp_dense2",
"top_mlp_dense3",
"top_mlp_dense4",
"top_mlp_dense5",
])

- KEY:
NAME: global_batch_size
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40 changes: 40 additions & 0 deletions mlperf_logging/compliance_checker/1.0.0/closed_maskrcnn.yaml
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Original file line number Diff line number Diff line change
@@ -1,3 +1,43 @@
- BEGIN:
CODE: >
s.update({
'initialized_tensors': []
})

- KEY:
NAME: weights_initialization
REQ: AT_LEAST_ONE
CHECK:
- "'tensor' in v['metadata']"
POST: >
s['initialized_tensors'] += [v['metadata']['tensor']]

- END:
CHECK: >
sorted(s['initialized_tensors']) == sorted([
"FPN_inner_block1",
"FPN_layer_block1",
"FPN_inner_block2",
"FPN_layer_block2",
"FPN_inner_block3",
"FPN_layer_block3",
"FPN_inner_block4",
"FPN_layer_block4",
"RPNHead_conv",
"RPNHead_cls",
"RPNHead_bbox",
"ROI_BOX_FEATURE_EXTRACTOR_fc6",
"ROI_BOX_FEATURE_EXTRACTOR_fc7",
"ROI_BOX_PREDICTOR_cls",
"ROI_BOX_PREDICTOR_bbox",
"ROI_MASK_FEATURE_EXTRACTOR_fcn1",
"ROI_MASK_FEATURE_EXTRACTOR_fcn2",
"ROI_MASK_FEATURE_EXTRACTOR_fcn3",
"ROI_MASK_FEATURE_EXTRACTOR_fcn4",
"ROI_MASK_PREDICTOR_fcn5",
"ROI_MASK_PREDICTOR_fcn_logits",
])


- KEY:
NAME: global_batch_size
Expand Down
67 changes: 67 additions & 0 deletions mlperf_logging/compliance_checker/1.0.0/closed_minigo.yaml
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Original file line number Diff line number Diff line change
@@ -1,3 +1,70 @@
- BEGIN:
CODE: >
s.update({
'initialized_tensors': []
})

- KEY:
NAME: weights_initialization
REQ: AT_LEAST_ONE
CHECK:
- "'tensor' in v['metadata']"
POST: >
s['initialized_tensors'] += [v['metadata']['tensor']]

- END:
CHECK: >
sorted(s['initialized_tensors']) == sorted([
"conv2d/kernel",
"batch_normalization/gamma",
"batch_normalization/beta",
"conv2d_1/kernel",
"batch_normalization_1/gamma",
"batch_normalization_1/beta",
"conv2d_2/kernel",
"batch_normalization_2/gamma",
"batch_normalization_2/beta",
"conv2d_3/kernel",
"batch_normalization_3/gamma",
"batch_normalization_3/beta",
"conv2d_4/kernel",
"batch_normalization_4/gamma",
"batch_normalization_4/beta",
"conv2d_5/kernel",
"batch_normalization_5/gamma",
"batch_normalization_5/beta",
"conv2d_6/kernel",
"batch_normalization_6/gamma",
"batch_normalization_6/beta",
"conv2d_7/kernel",
"batch_normalization_7/gamma",
"batch_normalization_7/beta",
"conv2d_8/kernel",
"batch_normalization_8/gamma",
"batch_normalization_8/beta",
"conv2d_9/kernel",
"batch_normalization_9/gamma",
"batch_normalization_9/beta",
"conv2d_10/kernel",
"batch_normalization_10/gamma",
"batch_normalization_10/beta",
"conv2d_11/kernel",
"batch_normalization_11/gamma",
"batch_normalization_11/beta",
"conv2d_12/kernel",
"batch_normalization_12/gamma",
"batch_normalization_12/beta",
"conv2d_13/kernel",
"dense/kernel",
"dense/bias",
"conv2d_14/kernel",
"dense_1/kernel",
"dense_1/bias",
"dense_2/kernel",
"dense_2/bias",
"global_step",
])

- KEY:
NAME: train_batch_size
REQ: EXACTLY_ONE
Expand Down
179 changes: 179 additions & 0 deletions mlperf_logging/compliance_checker/1.0.0/closed_resnet.yaml
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Original file line number Diff line number Diff line change
@@ -1,3 +1,182 @@
- BEGIN:
CODE: >
s.update({
'initialized_tensors': []
})

- KEY:
NAME: weights_initialization
REQ: AT_LEAST_ONE
CHECK:
- "'tensor' in v['metadata']"
POST: >
s['initialized_tensors'] += [v['metadata']['tensor']]

- END:
CHECK: >
sorted(s['initialized_tensors']) == sorted([
"bn0_beta",
"bn0_gamma",
"conv0_weight",
"fc1_bias",
"fc1_weight",
"stage1_unit1_bn1_beta",
"stage1_unit1_bn1_gamma",
"stage1_unit1_bn2_beta",
"stage1_unit1_bn2_gamma",
"stage1_unit1_bn3_beta",
"stage1_unit1_bn3_gamma",
"stage1_unit1_bnsc_beta",
"stage1_unit1_bnsc_gamma",
"stage1_unit1_conv1_weight",
"stage1_unit1_conv1sc_weight",
"stage1_unit1_conv2_weight",
"stage1_unit1_conv3_weight",
"stage1_unit2_bn1_beta",
"stage1_unit2_bn1_gamma",
"stage1_unit2_bn2_beta",
"stage1_unit2_bn2_gamma",
"stage1_unit2_bn3_beta",
"stage1_unit2_bn3_gamma",
"stage1_unit2_conv1_weight",
"stage1_unit2_conv2_weight",
"stage1_unit2_conv3_weight",
"stage1_unit3_bn1_beta",
"stage1_unit3_bn1_gamma",
"stage1_unit3_bn2_beta",
"stage1_unit3_bn2_gamma",
"stage1_unit3_bn3_beta",
"stage1_unit3_bn3_gamma",
"stage1_unit3_conv1_weight",
"stage1_unit3_conv2_weight",
"stage1_unit3_conv3_weight",
"stage2_unit1_bn1_beta",
"stage2_unit1_bn1_gamma",
"stage2_unit1_bn2_beta",
"stage2_unit1_bn2_gamma",
"stage2_unit1_bn3_beta",
"stage2_unit1_bn3_gamma",
"stage2_unit1_bnsc_beta",
"stage2_unit1_bnsc_gamma",
"stage2_unit1_conv1_weight",
"stage2_unit1_conv1sc_weight",
"stage2_unit1_conv2_weight",
"stage2_unit1_conv3_weight",
"stage2_unit2_bn1_beta",
"stage2_unit2_bn1_gamma",
"stage2_unit2_bn2_beta",
"stage2_unit2_bn2_gamma",
"stage2_unit2_bn3_beta",
"stage2_unit2_bn3_gamma",
"stage2_unit2_conv1_weight",
"stage2_unit2_conv2_weight",
"stage2_unit2_conv3_weight",
"stage2_unit3_bn1_beta",
"stage2_unit3_bn1_gamma",
"stage2_unit3_bn2_beta",
"stage2_unit3_bn2_gamma",
"stage2_unit3_bn3_beta",
"stage2_unit3_bn3_gamma",
"stage2_unit3_conv1_weight",
"stage2_unit3_conv2_weight",
"stage2_unit3_conv3_weight",
"stage2_unit4_bn1_beta",
"stage2_unit4_bn1_gamma",
"stage2_unit4_bn2_beta",
"stage2_unit4_bn2_gamma",
"stage2_unit4_bn3_beta",
"stage2_unit4_bn3_gamma",
"stage2_unit4_conv1_weight",
"stage2_unit4_conv2_weight",
"stage2_unit4_conv3_weight",
"stage3_unit1_bn1_beta",
"stage3_unit1_bn1_gamma",
"stage3_unit1_bn2_beta",
"stage3_unit1_bn2_gamma",
"stage3_unit1_bn3_beta",
"stage3_unit1_bn3_gamma",
"stage3_unit1_bnsc_beta",
"stage3_unit1_bnsc_gamma",
"stage3_unit1_conv1_weight",
"stage3_unit1_conv1sc_weight",
"stage3_unit1_conv2_weight",
"stage3_unit1_conv3_weight",
"stage3_unit2_bn1_beta",
"stage3_unit2_bn1_gamma",
"stage3_unit2_bn2_beta",
"stage3_unit2_bn2_gamma",
"stage3_unit2_bn3_beta",
"stage3_unit2_bn3_gamma",
"stage3_unit2_conv1_weight",
"stage3_unit2_conv2_weight",
"stage3_unit2_conv3_weight",
"stage3_unit3_bn1_beta",
"stage3_unit3_bn1_gamma",
"stage3_unit3_bn2_beta",
"stage3_unit3_bn2_gamma",
"stage3_unit3_bn3_beta",
"stage3_unit3_bn3_gamma",
"stage3_unit3_conv1_weight",
"stage3_unit3_conv2_weight",
"stage3_unit3_conv3_weight",
"stage3_unit4_bn1_beta",
"stage3_unit4_bn1_gamma",
"stage3_unit4_bn2_beta",
"stage3_unit4_bn2_gamma",
"stage3_unit4_bn3_beta",
"stage3_unit4_bn3_gamma",
"stage3_unit4_conv1_weight",
"stage3_unit4_conv2_weight",
"stage3_unit4_conv3_weight",
"stage3_unit5_bn1_beta",
"stage3_unit5_bn1_gamma",
"stage3_unit5_bn2_beta",
"stage3_unit5_bn2_gamma",
"stage3_unit5_bn3_beta",
"stage3_unit5_bn3_gamma",
"stage3_unit5_conv1_weight",
"stage3_unit5_conv2_weight",
"stage3_unit5_conv3_weight",
"stage3_unit6_bn1_beta",
"stage3_unit6_bn1_gamma",
"stage3_unit6_bn2_beta",
"stage3_unit6_bn2_gamma",
"stage3_unit6_bn3_beta",
"stage3_unit6_bn3_gamma",
"stage3_unit6_conv1_weight",
"stage3_unit6_conv2_weight",
"stage3_unit6_conv3_weight",
"stage4_unit1_bn1_beta",
"stage4_unit1_bn1_gamma",
"stage4_unit1_bn2_beta",
"stage4_unit1_bn2_gamma",
"stage4_unit1_bn3_beta",
"stage4_unit1_bn3_gamma",
"stage4_unit1_bnsc_beta",
"stage4_unit1_bnsc_gamma",
"stage4_unit1_conv1_weight",
"stage4_unit1_conv1sc_weight",
"stage4_unit1_conv2_weight",
"stage4_unit1_conv3_weight",
"stage4_unit2_bn1_beta",
"stage4_unit2_bn1_gamma",
"stage4_unit2_bn2_beta",
"stage4_unit2_bn2_gamma",
"stage4_unit2_bn3_beta",
"stage4_unit2_bn3_gamma",
"stage4_unit2_conv1_weight",
"stage4_unit2_conv2_weight",
"stage4_unit2_conv3_weight",
"stage4_unit3_bn1_beta",
"stage4_unit3_bn1_gamma",
"stage4_unit3_bn2_beta",
"stage4_unit3_bn2_gamma",
"stage4_unit3_bn3_beta",
"stage4_unit3_bn3_gamma",
"stage4_unit3_conv1_weight",
"stage4_unit3_conv2_weight",
"stage4_unit3_conv3_weight",
])

- KEY:
NAME: global_batch_size
Expand Down
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