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unify_measurements.py script support to unify PCQ 70B 8x #1322

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Merged
regisss merged 1 commit into from
Oct 7, 2024
Merged

unify_measurements.py script support to unify PCQ 70B 8x #1322

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34 changes: 30 additions & 4 deletions examples/text-generation/quantization_tools/unify_measurements.py
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Original file line number Diff line number Diff line change
Expand Up @@ -79,9 +79,24 @@ def unify_measurements(
for i in range(0, len(max_inputs)):
max_inputs[i] = max(measurement_json[node_name]["inputs"][i], max_inputs[i])
if max_outputs is not None:
max_outputs = max(measurement_json[node_name]["outputs"], max_outputs)
if isinstance(max_outputs[0], list):
for i in range(0, len(max_outputs)):
for j in range(0, len(max_outputs[i])):
max_outputs[i][j] = max(
measurement_json[node_name]["outputs"][i][j], max_outputs[i][j]
)
else:
for i in range(0, len(max_outputs)):
max_outputs[i] = max(measurement_json[node_name]["outputs"][i], max_outputs[i])
if max_weight is not None:
max_weight = max(measurement_json[node_name]["params"]["weight"], max_weight)
if isinstance(max_weight, dict):
for key, values in max_weight.items():
for i in range(0, len(values)):
max_weight[key][i] = max(
measurement_json[node_name]["params"]["weight"][key][i], max_weight[key][i]
)
else:
max_weight = max(measurement_json[node_name]["params"]["weight"], max_weight)
else:
for measurement_json in measurements_jsons:
for i in range(0, len(max_inputs)):
Expand All @@ -99,9 +114,20 @@ def unify_measurements(
for i in range(0, len(max_inputs)):
unified_json["Nodes"][node_name]["inputs"][i] = max_inputs[i]
if max_outputs is not None:
unified_json["Nodes"][node_name]["outputs"] = max_outputs
if isinstance(max_outputs[0], list):
for i in range(0, len(max_outputs)):
for j in range(0, len(max_outputs[i])):
unified_json["Nodes"][node_name]["outputs"][i][j] = max_outputs[i][j]
else:
for i in range(0, len(max_outputs)):
unified_json["Nodes"][node_name]["outputs"][i] = max_outputs[i]
if max_weight is not None:
unified_json["Nodes"][node_name]["params"]["weight"] = max_weight
if isinstance(max_weight, dict):
for key, values in max_weight.items():
for i in range(0, len(values)):
unified_json["Nodes"][node_name]["params"]["weight"][key][i] = max_weight[key][i]
else:
unified_json["Nodes"][node_name]["params"]["weight"] = max_weight
else:
for i in range(0, len(max_inputs)):
for j in range(0, len(max_inputs[i])):
Expand Down