FrozenGene commented on a change in pull request #8808:
URL: https://github.com/apache/tvm/pull/8808#discussion_r694443709



##########
File path: src/runtime/contrib/tensorrt/tensorrt_runtime.cc
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@@ -66,7 +78,16 @@ class TensorRTRuntime : public JSONRuntimeBase {
         use_implicit_batch_(true),
         max_workspace_size_(size_t(1) << 30),
         max_batch_size_(-1),
-        multi_engine_mode_(false) {}
+        multi_engine_mode_(false) {
+          const bool use_int8 = dmlc::GetEnv("TVM_TENSORRT_USE_INT8", false);

Review comment:
       I don't think use environment value is a perfect solution. I prefer 
making `use_int8` and `int8_calibration_batch` be an option of `tensorrt 
config` and writing them inside json as an attribute. The api usage will be 
like this `mod, config = partition_for_tensorrt(mod, params, use_int8=True, 
int8_calibration_batches=10)`. cc @jcf94 




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