Add jax compilation cache config (#198)

Author: vivianrwu

jetstream_pt/cli.py

@@ -55,6 +55,7 @@ def create_engine(devices):
   """Create Pytorch engine from flags"""
   torch.set_default_dtype(torch.bfloat16)
   quant_config = config.create_quantization_config_from_flags()
+  config.set_jax_compilation_cache_config()
   env_data = fetch_models.construct_env_data_from_model_id(
       FLAGS.model_id,
       FLAGS.override_batch_size,

jetstream_pt/config.py

@@ -13,7 +13,9 @@
 # limitations under the License.
 
 
+import os
 from absl import flags
+import jax
 from jetstream_pt.environment import QuantizationConfig
 
 FLAGS = flags.FLAGS
@@ -154,17 +156,17 @@
     "page size per page",
 )
 flags.DEFINE_string(
-    "jax_compilation_cache_dir",
+    "internal_jax_compilation_cache_dir",
     "~/jax_cache",
     "Jax compilation cache directory",
 )
 flags.DEFINE_integer(
-    "jax_persistent_cache_min_entry_size_bytes",
+    "internal_jax_persistent_cache_min_entry_size_bytes",
     0,
     "Minimum size (in bytes) of an entry that will be cached in the persistent compilation cache",
 )
 flags.DEFINE_integer(
-    "jax_persistent_cache_min_compile_time_secs",
+    "internal_jax_persistent_cache_min_compile_time_secs",
     1,
     "Minimum compilation time for a computation to be written to persistent cache",
 )
@@ -190,3 +192,19 @@ def create_quantization_config_from_flags():
       else FLAGS.quantize_weights
   )
   return config
+
+
+def set_jax_compilation_cache_config():
+  """Sets the jax compilation cache configuration"""
+  jax.config.update(
+      "jax_compilation_cache_dir",
+      os.path.expanduser(FLAGS.internal_jax_compilation_cache_dir),
+  )
+  jax.config.update(
+      "jax_persistent_cache_min_entry_size_bytes",
+      FLAGS.internal_jax_persistent_cache_min_entry_size_bytes,
+  )
+  jax.config.update(
+      "jax_persistent_cache_min_compile_time_secs",
+      FLAGS.internal_jax_persistent_cache_min_compile_time_secs,
+  )